126 Getting Real-Time Price Data via the Gate.io API.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1 Connect to the Gate.io API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import gate_api\n",
    "from gate_api.exceptions import ApiException, GateApiException\n",
    "import pandas as pd\n",
    "import time\n",
    "import datetime as dt\n",
    "\n",
    "# Defining the host is optional and defaults to https://api.gateio.ws/api/v4\n",
    "# See configuration.py for a list of all supported configuration parameters.\n",
    "configuration = gate_api.Configuration(host = \"https://api.gateio.ws/api/v4\")\n",
    "api_client = gate_api.ApiClient(configuration)\n",
    "\n",
    "# Create an instance of the API class\n",
    "api_instance = gate_api.SpotApi(api_client)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2 Define Functions for Calling the API and Handling the Response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this function starts calling the Gate.io API\n",
    "# the response will contains price data for multiple cryptocurrencies\n",
    "# the price information of each cryptocurrency will be stored in its own dataframe\n",
    "def request_data(runs, currency_pair, s):\n",
    "    currency_dfs = {}\n",
    "    for t in range(runs):\n",
    "\n",
    "        try:\n",
    "            api_response = api_instance.list_tickers(currency_pair=currency_pair)\n",
    "        except GateApiException as ex:\n",
    "            print(\"Gate api exception, label: %s, message: %s\\n\" % (ex.label, ex.message))\n",
    "        except ApiException as e:\n",
    "            print(\"Exception when calling SpotApi->list_tickers: %s\\n\" % e)\n",
    "\n",
    "        ts = dt.datetime.now()\n",
    "        currency_response_dict = {resp.currency_pair: resp for resp in api_response\n",
    "                                if \"USDT\" in resp.currency_pair and \"BEAR\" not in resp.currency_pair}\n",
    "                  \n",
    "        for currency_name, response in currency_response_dict.items():\n",
    "            try:\n",
    "                currency_dfs[currency_name]\n",
    "            except KeyError:\n",
    "                # Create new dataframe if currency does not have one yet\n",
    "                currency_dfs[currency_name] = pd.DataFrame(columns=[\n",
    "                    'Symbol', \n",
    "                    'Timestamp', \n",
    "                    'Volume', \n",
    "                    'Price', \n",
    "                    'Price_Delta', \n",
    "                    'Price_Delta_Percent'])\n",
    "            \n",
    "            # get the price of the currency at the last price point\n",
    "            if len(currency_dfs[currency_name]) > 1:\n",
    "                #print(currency_dfs[currency_name])\n",
    "                price_before = currency_dfs[currency_name]['Price'].iloc[-1]\n",
    "            else:\n",
    "                price_before = 0\n",
    "            \n",
    "            # append a new record the dataframe of this currency\n",
    "            new_data_as_dict = append_data_to_df(price_before, response, ts)\n",
    "            \n",
    "            # add this dataframe to the list of currency_dataframe. there are separate dfs per currency.\n",
    "            currency_dfs[currency_name] = currency_dfs[currency_name].append(new_data_as_dict, ignore_index=True)\n",
    "                \n",
    "        # wait s seconds until the next request\n",
    "        time.sleep(s)\n",
    "    return currency_dfs\n",
    "\n",
    "# this function is called for each cryptocurrency and everytime the gate.io API returns price data\n",
    "# the function extracts price information from a single API response and adds it to a dataframe \n",
    "# example: the API response contains data for 270 cryptocurrency price pairs -> the function is called 270 time per API response\n",
    "def append_data_to_df(price_before, data, ts):\n",
    "    volume = data.base_volume\n",
    "    price = pd.to_numeric(data.last)\n",
    "    price_delta = price - price_before\n",
    "    \n",
    "    if price > 0:\n",
    "        price_delta_p = price_delta / price \n",
    "    else:\n",
    "        price_delta_p = 0\n",
    "    \n",
    "    new_record = {\n",
    "                  'Symbol': data.currency_pair, \n",
    "                  'Timestamp': ts, \n",
    "                  'Volume': volume, \n",
    "                  'Price': price,\n",
    "                  'Price_Delta': price_delta,\n",
    "                  'Price_Delta_Percent': price_delta_p\n",
    "                 }\n",
    "    return new_record"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3 Start Calling the Gate.io Market API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'MKR3S_USDT':        Symbol                  Timestamp             Volume    Price  \\\n",
       " 0  MKR3S_USDT 2021-05-15 15:36:59.449017  240761.4473870418  0.03816   \n",
       " 1  MKR3S_USDT 2021-05-15 15:37:13.762682  240830.5653870418  0.03820   \n",
       " 2  MKR3S_USDT 2021-05-15 15:37:27.148195  240830.5653870418  0.03820   \n",
       " 3  MKR3S_USDT 2021-05-15 15:37:40.406192  240830.5653870418  0.03820   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03816                  1.0  \n",
       " 1      0.03820                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BANK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BANK_USDT 2021-05-15 15:36:59.449017  162.21144309298  719.97       719.97   \n",
       " 1  BANK_USDT 2021-05-15 15:37:13.762682  162.21144309298  720.92       720.92   \n",
       " 2  BANK_USDT 2021-05-15 15:37:27.148195  162.22547024346  720.92         0.00   \n",
       " 3  BANK_USDT 2021-05-15 15:37:40.406192  162.22547024346  720.92         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'COOK_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  COOK_USDT 2021-05-15 15:36:59.449017  5336969.0918761  0.05500   \n",
       " 1  COOK_USDT 2021-05-15 15:37:13.762682  5338396.2698761  0.05517   \n",
       " 2  COOK_USDT 2021-05-15 15:37:27.148195  5338396.2698761  0.05517   \n",
       " 3  COOK_USDT 2021-05-15 15:37:40.406192  5338396.2698761  0.05500   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.05500             1.000000  \n",
       " 1      0.05517             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00017            -0.003091  ,\n",
       " 'EXRD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  EXRD_USDT 2021-05-15 15:36:59.449017  1584049.6999856  0.1362       0.1362   \n",
       " 1  EXRD_USDT 2021-05-15 15:37:13.762682  1583878.1311856  0.1362       0.1362   \n",
       " 2  EXRD_USDT 2021-05-15 15:37:27.148195  1583878.1311856  0.1362       0.0000   \n",
       " 3  EXRD_USDT 2021-05-15 15:37:40.406192  1583878.1311856  0.1362       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HPB_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  HPB_USDT 2021-05-15 15:36:59.449017   2010478.748723  0.29200      0.29200   \n",
       " 1  HPB_USDT 2021-05-15 15:37:13.762682   2010478.748723  0.29063      0.29063   \n",
       " 2  HPB_USDT 2021-05-15 15:37:27.148195   2010478.748723  0.29063      0.00000   \n",
       " 3  HPB_USDT 2021-05-15 15:37:40.406192  2009467.2437189  0.29200      0.00137   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.004692  ,\n",
       " 'AKT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  AKT_USDT 2021-05-15 15:36:59.449017  29942.056662966  4.754        4.754   \n",
       " 1  AKT_USDT 2021-05-15 15:37:13.762682  29944.327062966  4.754        4.754   \n",
       " 2  AKT_USDT 2021-05-15 15:37:27.148195  29944.327062966  4.754        0.000   \n",
       " 3  AKT_USDT 2021-05-15 15:37:40.406192  29944.327062966  4.754        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LINK3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LINK3L_USDT 2021-05-15 15:36:59.449017  186306.47163439  0.8212   \n",
       " 1  LINK3L_USDT 2021-05-15 15:37:13.762682  186306.47163439  0.8188   \n",
       " 2  LINK3L_USDT 2021-05-15 15:37:27.148195  190881.51121068  0.8188   \n",
       " 3  LINK3L_USDT 2021-05-15 15:37:40.406192  190881.51121068  0.8188   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.8212                  1.0  \n",
       " 1       0.8188                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'XCUR_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  XCUR_USDT 2021-05-15 15:36:59.449017  8876.5457470126  5.759        5.759   \n",
       " 1  XCUR_USDT 2021-05-15 15:37:13.762682  8876.7250626995  5.764        5.764   \n",
       " 2  XCUR_USDT 2021-05-15 15:37:27.148195  8876.7250626995  5.764        0.000   \n",
       " 3  XCUR_USDT 2021-05-15 15:37:40.406192  8876.7250626995  5.764        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SKL3L_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SKL3L_USDT 2021-05-15 15:36:59.449017  35726.127913358  1.111        1.111   \n",
       " 1  SKL3L_USDT 2021-05-15 15:37:13.762682  35726.127913358  1.111        1.111   \n",
       " 2  SKL3L_USDT 2021-05-15 15:37:27.148195  35733.332456958  1.111        0.000   \n",
       " 3  SKL3L_USDT 2021-05-15 15:37:40.406192  35733.332456958  1.111        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ARCX_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ARCX_USDT 2021-05-15 15:36:59.449017  2.2274827623054  9700.11   \n",
       " 1  ARCX_USDT 2021-05-15 15:37:13.762682  2.2274824839501  9700.11   \n",
       " 2  ARCX_USDT 2021-05-15 15:37:27.148195  2.2274824839501  9700.11   \n",
       " 3  ARCX_USDT 2021-05-15 15:37:40.406192  2.2274824839501  9700.11   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      9700.11                  1.0  \n",
       " 1      9700.11                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'MARS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MARS_USDT 2021-05-15 15:36:59.449017  980102.44250222  0.0517       0.0517   \n",
       " 1  MARS_USDT 2021-05-15 15:37:13.762682  980816.78546598  0.0517       0.0517   \n",
       " 2  MARS_USDT 2021-05-15 15:37:27.148195  980816.78546598  0.0517       0.0000   \n",
       " 3  MARS_USDT 2021-05-15 15:37:40.406192  980816.78546598  0.0517       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'REP_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  REP_USDT 2021-05-15 15:36:59.449017  1072.5016598518  35.711       35.711   \n",
       " 1  REP_USDT 2021-05-15 15:37:13.762682  1072.9938039851  35.711       35.711   \n",
       " 2  REP_USDT 2021-05-15 15:37:27.148195  1072.9938039851  35.711        0.000   \n",
       " 3  REP_USDT 2021-05-15 15:37:40.406192  1072.9938039851  35.711        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SXP_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SXP_USDT 2021-05-15 15:36:59.449017  1299268.4608728  3.8928       3.8928   \n",
       " 1  SXP_USDT 2021-05-15 15:37:13.762682  1297404.4310616  3.8938       3.8938   \n",
       " 2  SXP_USDT 2021-05-15 15:37:27.148195  1297404.4310616  3.8944       0.0006   \n",
       " 3  SXP_USDT 2021-05-15 15:37:40.406192  1297404.4310616  3.8944       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000154  \n",
       " 3             0.000000  ,\n",
       " 'CRU_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CRU_USDT 2021-05-15 15:36:59.449017  9955.6745507704  88.779       88.779   \n",
       " 1  CRU_USDT 2021-05-15 15:37:13.762682  9960.2796102424  88.446       88.446   \n",
       " 2  CRU_USDT 2021-05-15 15:37:27.148195  9960.2796102424  88.446        0.000   \n",
       " 3  CRU_USDT 2021-05-15 15:37:40.406192  9960.2796102424  88.446        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DKA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DKA_USDT 2021-05-15 15:36:59.449017  669255.49773004  0.1761       0.1761   \n",
       " 1  DKA_USDT 2021-05-15 15:37:13.762682  669594.32253004  0.1761       0.1761   \n",
       " 2  DKA_USDT 2021-05-15 15:37:27.148195  669594.32253004  0.1761       0.0000   \n",
       " 3  DKA_USDT 2021-05-15 15:37:40.406192  669594.32253004  0.1761       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PROM_USDT':       Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  PROM_USDT 2021-05-15 15:36:59.449017  6703.314130218  24.74        24.74   \n",
       " 1  PROM_USDT 2021-05-15 15:37:13.762682  6703.314130218  24.76        24.76   \n",
       " 2  PROM_USDT 2021-05-15 15:37:27.148195  6704.041601166  24.76         0.00   \n",
       " 3  PROM_USDT 2021-05-15 15:37:40.406192  6704.041601166  24.76         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NEAR3S_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  NEAR3S_USDT 2021-05-15 15:36:59.449017  133174.8054479  0.2909   \n",
       " 1  NEAR3S_USDT 2021-05-15 15:37:13.762682  133174.8054479  0.2909   \n",
       " 2  NEAR3S_USDT 2021-05-15 15:37:27.148195  133215.9610204  0.2909   \n",
       " 3  NEAR3S_USDT 2021-05-15 15:37:40.406192  133215.9610204  0.2909   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2909                  1.0  \n",
       " 1       0.2909                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'GLM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GLM_USDT 2021-05-15 15:36:59.449017  45654.662913684  0.4015       0.4015   \n",
       " 1  GLM_USDT 2021-05-15 15:37:13.762682  45655.895329359  0.4015       0.4015   \n",
       " 2  GLM_USDT 2021-05-15 15:37:27.148195  45655.895329359  0.4015       0.0000   \n",
       " 3  GLM_USDT 2021-05-15 15:37:40.406192  45655.895329359  0.4015       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'THETA3L_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  THETA3L_USDT 2021-05-15 15:36:59.449017  5158.1691937796  5.5573   \n",
       " 1  THETA3L_USDT 2021-05-15 15:37:13.762682  5158.1691937796  5.5573   \n",
       " 2  THETA3L_USDT 2021-05-15 15:37:27.148195  5158.1691937796  5.5573   \n",
       " 3  THETA3L_USDT 2021-05-15 15:37:40.406192  5158.1691937796  5.5573   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       5.5573                  1.0  \n",
       " 1       5.5573                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'DOGE3L_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DOGE3L_USDT 2021-05-15 15:36:59.449017  14427.908495896  63.3704   \n",
       " 1  DOGE3L_USDT 2021-05-15 15:37:13.762682  14427.908495896  63.3704   \n",
       " 2  DOGE3L_USDT 2021-05-15 15:37:27.148195  14427.908495896  63.3704   \n",
       " 3  DOGE3L_USDT 2021-05-15 15:37:40.406192  14427.908495896  63.3704   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      63.3704                  1.0  \n",
       " 1      63.3704                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'SCRT_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SCRT_USDT 2021-05-15 15:36:59.449017  15582.004139723  2.863        2.863   \n",
       " 1  SCRT_USDT 2021-05-15 15:37:13.762682  15576.912395829  2.863        2.863   \n",
       " 2  SCRT_USDT 2021-05-15 15:37:27.148195  15576.912395829  2.882        0.019   \n",
       " 3  SCRT_USDT 2021-05-15 15:37:40.406192  15576.912395829  2.882        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.006593  \n",
       " 3             0.000000  ,\n",
       " 'XVG_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  XVG_USDT 2021-05-15 15:36:59.449017  4415507.6693945  0.050812   \n",
       " 1  XVG_USDT 2021-05-15 15:37:13.762682  4415140.6613945  0.050812   \n",
       " 2  XVG_USDT 2021-05-15 15:37:27.148195  4415140.6613945  0.050812   \n",
       " 3  XVG_USDT 2021-05-15 15:37:40.406192  4415140.6613945  0.050812   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.050812                  1.0  \n",
       " 1     0.050812                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'HIT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  HIT_USDT 2021-05-15 15:36:59.449017  371294837.86457  0.000277   \n",
       " 1  HIT_USDT 2021-05-15 15:37:13.762682  371204626.05105  0.000280   \n",
       " 2  HIT_USDT 2021-05-15 15:37:27.148195  371204626.05105  0.000280   \n",
       " 3  HIT_USDT 2021-05-15 15:37:40.406192  371204626.05105  0.000280   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000277                  1.0  \n",
       " 1     0.000280                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'PBTC35A_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  PBTC35A_USDT 2021-05-15 15:36:59.449017  471.68144972895  114.09   \n",
       " 1  PBTC35A_USDT 2021-05-15 15:37:13.762682  471.68144972895  114.09   \n",
       " 2  PBTC35A_USDT 2021-05-15 15:37:27.148195  471.68144972895  114.09   \n",
       " 3  PBTC35A_USDT 2021-05-15 15:37:40.406192  471.68144972895  114.09   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       114.09                  1.0  \n",
       " 1       114.09                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'OKB_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OKB_USDT 2021-05-15 15:36:59.449017  37647.513638684  33.053       33.053   \n",
       " 1  OKB_USDT 2021-05-15 15:37:13.762682  37871.668838684  33.053       33.053   \n",
       " 2  OKB_USDT 2021-05-15 15:37:27.148195  37871.668838684  33.053        0.000   \n",
       " 3  OKB_USDT 2021-05-15 15:37:40.406192  37871.668838684  33.053        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ROSE3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ROSE3L_USDT 2021-05-15 15:36:59.449017  73545.198570324  0.3872   \n",
       " 1  ROSE3L_USDT 2021-05-15 15:37:13.762682  73501.748427509  0.3872   \n",
       " 2  ROSE3L_USDT 2021-05-15 15:37:27.148195  73501.748427509  0.3872   \n",
       " 3  ROSE3L_USDT 2021-05-15 15:37:40.406192  73501.748427509  0.3872   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.3872                  1.0  \n",
       " 1       0.3872                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'KFC_USDT':      Symbol                  Timestamp         Volume  Price  Price_Delta  \\\n",
       " 0  KFC_USDT 2021-05-15 15:36:59.449017  1443.48473216  5.963        5.963   \n",
       " 1  KFC_USDT 2021-05-15 15:37:13.762682  1456.52673216  5.963        5.963   \n",
       " 2  KFC_USDT 2021-05-15 15:37:27.148195  1456.52673216  5.963        0.000   \n",
       " 3  KFC_USDT 2021-05-15 15:37:40.406192  1456.52673216  5.947       -0.016   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00000  \n",
       " 3             -0.00269  ,\n",
       " 'ORAO_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ORAO_USDT 2021-05-15 15:36:59.449017  4794443.8452622  0.15048   \n",
       " 1  ORAO_USDT 2021-05-15 15:37:13.762682  4801259.8787508  0.15048   \n",
       " 2  ORAO_USDT 2021-05-15 15:37:27.148195  4801259.8787508  0.15048   \n",
       " 3  ORAO_USDT 2021-05-15 15:37:40.406192  4801259.8787508  0.15055   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.15048             1.000000  \n",
       " 1      0.15048             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00007             0.000465  ,\n",
       " 'EGLD3S_USDT':         Symbol                  Timestamp       Volume   Price  Price_Delta  \\\n",
       " 0  EGLD3S_USDT 2021-05-15 15:36:59.449017  15702.62204  0.5801       0.5801   \n",
       " 1  EGLD3S_USDT 2021-05-15 15:37:13.762682  15702.62204  0.5780       0.5780   \n",
       " 2  EGLD3S_USDT 2021-05-15 15:37:27.148195  15705.16204  0.5780       0.0000   \n",
       " 3  EGLD3S_USDT 2021-05-15 15:37:40.406192  15705.16204  0.5780       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KTON_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KTON_USDT 2021-05-15 15:36:59.449017  163.39090045474  159.23       159.23   \n",
       " 1  KTON_USDT 2021-05-15 15:37:13.762682  163.39090045474  159.23       159.23   \n",
       " 2  KTON_USDT 2021-05-15 15:37:27.148195  163.39090045474  159.23         0.00   \n",
       " 3  KTON_USDT 2021-05-15 15:37:40.406192  163.39090045474  159.23         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'POOL_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  POOL_USDT 2021-05-15 15:36:59.449017  766.32082866757  17.96        17.96   \n",
       " 1  POOL_USDT 2021-05-15 15:37:13.762682  766.32082866757  18.15        18.15   \n",
       " 2  POOL_USDT 2021-05-15 15:37:27.148195  766.32082866757  18.15         0.00   \n",
       " 3  POOL_USDT 2021-05-15 15:37:40.406192  766.32082866757  18.15         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'O3_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  O3_USDT 2021-05-15 15:36:59.449017  964919.22327081  4.8657       4.8657   \n",
       " 1  O3_USDT 2021-05-15 15:37:13.762682  965005.10681481  4.8774       4.8774   \n",
       " 2  O3_USDT 2021-05-15 15:37:27.148195  965005.10681481  4.8774       0.0000   \n",
       " 3  O3_USDT 2021-05-15 15:37:40.406192  965005.10681481  4.8688      -0.0086   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001766  ,\n",
       " 'JFI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  JFI_USDT 2021-05-15 15:36:59.449017  135.16893002749  97.03        97.03   \n",
       " 1  JFI_USDT 2021-05-15 15:37:13.762682   135.1200208721  97.03        97.03   \n",
       " 2  JFI_USDT 2021-05-15 15:37:27.148195   135.1200208721  97.03         0.00   \n",
       " 3  JFI_USDT 2021-05-15 15:37:40.406192   135.1200208721  97.03         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTC3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BTC3S_USDT 2021-05-15 15:36:59.449017  776181.09287344  0.07132   \n",
       " 1  BTC3S_USDT 2021-05-15 15:37:13.762682  776181.09287344  0.07132   \n",
       " 2  BTC3S_USDT 2021-05-15 15:37:27.148195  776181.09287344  0.07132   \n",
       " 3  BTC3S_USDT 2021-05-15 15:37:40.406192  776181.09287344  0.07132   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07132                  1.0  \n",
       " 1      0.07132                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'HARD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  HARD_USDT 2021-05-15 15:36:59.449017  39308.051872601  1.2882       1.2882   \n",
       " 1  HARD_USDT 2021-05-15 15:37:13.762682  39360.316352022  1.2882       1.2882   \n",
       " 2  HARD_USDT 2021-05-15 15:37:27.148195  39360.316352022  1.2882       0.0000   \n",
       " 3  HARD_USDT 2021-05-15 15:37:40.406192  39360.316352022  1.2882       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TLM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TLM_USDT 2021-05-15 15:36:59.449017  624778.78653067  0.3683       0.3683   \n",
       " 1  TLM_USDT 2021-05-15 15:37:13.762682  624778.78653067  0.3683       0.3683   \n",
       " 2  TLM_USDT 2021-05-15 15:37:27.148195  624834.86733067  0.3683       0.0000   \n",
       " 3  TLM_USDT 2021-05-15 15:37:40.406192  624834.86733067  0.3695       0.0012   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.003248  ,\n",
       " 'BFT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BFT_USDT 2021-05-15 15:36:59.449017  1828557.4297554  0.16537      0.16537   \n",
       " 1  BFT_USDT 2021-05-15 15:37:13.762682  1828557.4297554  0.16537      0.16537   \n",
       " 2  BFT_USDT 2021-05-15 15:37:27.148195  1828466.0197554  0.16537      0.00000   \n",
       " 3  BFT_USDT 2021-05-15 15:37:40.406192  1828466.0197554  0.16537      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ROSE_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ROSE_USDT 2021-05-15 15:36:59.449017  347442.09332196  0.12112   \n",
       " 1  ROSE_USDT 2021-05-15 15:37:13.762682  347467.59441876  0.12153   \n",
       " 2  ROSE_USDT 2021-05-15 15:37:27.148195  347467.59441876  0.12153   \n",
       " 3  ROSE_USDT 2021-05-15 15:37:40.406192  347467.59441876  0.12187   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.12112              1.00000  \n",
       " 1      0.12153              1.00000  \n",
       " 2      0.00000              0.00000  \n",
       " 3      0.00034              0.00279  ,\n",
       " 'OKB3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  OKB3S_USDT 2021-05-15 15:36:59.449017  308485.03298644  0.0848   \n",
       " 1  OKB3S_USDT 2021-05-15 15:37:13.762682  308596.49535464  0.0848   \n",
       " 2  OKB3S_USDT 2021-05-15 15:37:27.148195  308596.49535464  0.0848   \n",
       " 3  OKB3S_USDT 2021-05-15 15:37:40.406192  308596.49535464  0.0848   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0848                  1.0  \n",
       " 1       0.0848                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BTC3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BTC3L_USDT 2021-05-15 15:36:59.449017  236173.11723119  1.8451   \n",
       " 1  BTC3L_USDT 2021-05-15 15:37:13.762682  236164.39083119  1.8451   \n",
       " 2  BTC3L_USDT 2021-05-15 15:37:27.148195  236164.39083119  1.8487   \n",
       " 3  BTC3L_USDT 2021-05-15 15:37:40.406192  236164.39083119  1.8487   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.8451             1.000000  \n",
       " 1       1.8451             1.000000  \n",
       " 2       0.0036             0.001947  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'SAFEMOON_USDT':           Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SAFEMOON_USDT 2021-05-15 15:36:59.449017  753783696493.85  0.000009   \n",
       " 1  SAFEMOON_USDT 2021-05-15 15:37:13.762682  753783696493.85  0.000009   \n",
       " 2  SAFEMOON_USDT 2021-05-15 15:37:27.148195  753783696493.85  0.000009   \n",
       " 3  SAFEMOON_USDT 2021-05-15 15:37:40.406192  753783696493.85  0.000009   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000009                  1.0  \n",
       " 1     0.000009                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'UNISTAKE_USDT':           Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  UNISTAKE_USDT 2021-05-15 15:36:59.449017   587408.7679561  0.07139   \n",
       " 1  UNISTAKE_USDT 2021-05-15 15:37:13.762682  587183.92631547  0.07139   \n",
       " 2  UNISTAKE_USDT 2021-05-15 15:37:27.148195  587183.92631547  0.07139   \n",
       " 3  UNISTAKE_USDT 2021-05-15 15:37:40.406192  587183.92631547  0.07139   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07139                  1.0  \n",
       " 1      0.07139                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'WNXM_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  WNXM_USDT 2021-05-15 15:36:59.449017  1391.525319714  101.20       101.20   \n",
       " 1  WNXM_USDT 2021-05-15 15:37:13.762682  1391.798319714  100.94       100.94   \n",
       " 2  WNXM_USDT 2021-05-15 15:37:27.148195  1391.798319714  100.94         0.00   \n",
       " 3  WNXM_USDT 2021-05-15 15:37:40.406192  1391.798319714  100.94         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SFG_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SFG_USDT 2021-05-15 15:36:59.449017  58366.746968508  2.3438       2.3438   \n",
       " 1  SFG_USDT 2021-05-15 15:37:13.762682  58375.124768508  2.3368       2.3368   \n",
       " 2  SFG_USDT 2021-05-15 15:37:27.148195  58375.124768508  2.3368       0.0000   \n",
       " 3  SFG_USDT 2021-05-15 15:37:40.406192  58375.124768508  2.3368       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DOGE3S_USDT':         Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DOGE3S_USDT 2021-05-15 15:36:59.449017  2711807.7404059  0.147541   \n",
       " 1  DOGE3S_USDT 2021-05-15 15:37:13.762682  2711807.7404059  0.147541   \n",
       " 2  DOGE3S_USDT 2021-05-15 15:37:27.148195  2711807.7404059  0.147541   \n",
       " 3  DOGE3S_USDT 2021-05-15 15:37:40.406192  2711807.7404059  0.147541   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.147541                  1.0  \n",
       " 1     0.147541                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BAT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BAT_USDT 2021-05-15 15:36:59.449017  180983.38511372  1.1698       1.1698   \n",
       " 1  BAT_USDT 2021-05-15 15:37:13.762682  180983.38511372  1.1698       1.1698   \n",
       " 2  BAT_USDT 2021-05-15 15:37:27.148195  180987.89591372  1.1698       0.0000   \n",
       " 3  BAT_USDT 2021-05-15 15:37:40.406192  180987.89591372  1.1698       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CTK_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CTK_USDT 2021-05-15 15:36:59.449017  26013.354762148  2.208        2.208   \n",
       " 1  CTK_USDT 2021-05-15 15:37:13.762682  26000.125475123  2.207        2.207   \n",
       " 2  CTK_USDT 2021-05-15 15:37:27.148195  26000.125475123  2.207        0.000   \n",
       " 3  CTK_USDT 2021-05-15 15:37:40.406192  26000.125475123  2.207        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MAPS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MAPS_USDT 2021-05-15 15:36:59.449017  114200.50906195  1.4253       1.4253   \n",
       " 1  MAPS_USDT 2021-05-15 15:37:13.762682  114202.32706195  1.4253       1.4253   \n",
       " 2  MAPS_USDT 2021-05-15 15:37:27.148195  114202.32706195  1.4253       0.0000   \n",
       " 3  MAPS_USDT 2021-05-15 15:37:40.406192  114202.32706195  1.4253       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ISP_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ISP_USDT 2021-05-15 15:36:59.449017   490504892.4945  0.006299   \n",
       " 1  ISP_USDT 2021-05-15 15:37:13.762682   490504892.4945  0.006300   \n",
       " 2  ISP_USDT 2021-05-15 15:37:27.148195  489868423.38489  0.006299   \n",
       " 3  ISP_USDT 2021-05-15 15:37:40.406192  489868423.38489  0.006300   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006299             1.000000  \n",
       " 1     0.006300             1.000000  \n",
       " 2    -0.000001            -0.000159  \n",
       " 3     0.000001             0.000159  ,\n",
       " 'CVP_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CVP_USDT 2021-05-15 15:36:59.449017   16137.38209286  2.358        2.358   \n",
       " 1  CVP_USDT 2021-05-15 15:37:13.762682  16143.868113415  2.358        2.358   \n",
       " 2  CVP_USDT 2021-05-15 15:37:27.148195  16143.868113415  2.358        0.000   \n",
       " 3  CVP_USDT 2021-05-15 15:37:40.406192  16143.868113415  2.361        0.003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001271  ,\n",
       " 'JST_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  JST_USDT 2021-05-15 15:36:59.449017  786935.29984281  0.10972      0.10972   \n",
       " 1  JST_USDT 2021-05-15 15:37:13.762682  786935.29984281  0.10978      0.10978   \n",
       " 2  JST_USDT 2021-05-15 15:37:27.148195  786987.94421039  0.10978      0.00000   \n",
       " 3  JST_USDT 2021-05-15 15:37:40.406192  786987.94421039  0.10991      0.00013   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001183  ,\n",
       " 'MOFI_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  MOFI_USDT 2021-05-15 15:36:59.449017  413156.82590546  0.06771   \n",
       " 1  MOFI_USDT 2021-05-15 15:37:13.762682  413254.43469659  0.06771   \n",
       " 2  MOFI_USDT 2021-05-15 15:37:27.148195  413254.43469659  0.06771   \n",
       " 3  MOFI_USDT 2021-05-15 15:37:40.406192  413254.43469659  0.06771   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.06771                  1.0  \n",
       " 1      0.06771                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'SOL3L_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SOL3L_USDT 2021-05-15 15:36:59.449017  565.36611914012  165.2981   \n",
       " 1  SOL3L_USDT 2021-05-15 15:37:13.762682  565.36611914012  165.2981   \n",
       " 2  SOL3L_USDT 2021-05-15 15:37:27.148195  565.36611914012  165.2981   \n",
       " 3  SOL3L_USDT 2021-05-15 15:37:40.406192  565.71661637088  165.8216   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     165.2981             1.000000  \n",
       " 1     165.2981             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.5235             0.003157  ,\n",
       " 'MER_USDT':      Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  MER_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  MER_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  MER_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  MER_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'ERG_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ERG_USDT 2021-05-15 15:36:59.449017  306946.72719043  9.6397       9.6397   \n",
       " 1  ERG_USDT 2021-05-15 15:37:13.762682  307147.83290443  9.6397       9.6397   \n",
       " 2  ERG_USDT 2021-05-15 15:37:27.148195  307147.83290443  9.5937      -0.0460   \n",
       " 3  ERG_USDT 2021-05-15 15:37:40.406192  307147.83290443  9.5937       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004795  \n",
       " 3             0.000000  ,\n",
       " 'TRIBE_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  TRIBE_USDT 2021-05-15 15:36:59.449017  110219.27305083  1.545        1.545   \n",
       " 1  TRIBE_USDT 2021-05-15 15:37:13.762682  109663.12105083  1.545        1.545   \n",
       " 2  TRIBE_USDT 2021-05-15 15:37:27.148195  109663.12105083  1.545        0.000   \n",
       " 3  TRIBE_USDT 2021-05-15 15:37:40.406192  109663.12105083  1.545        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TNT_USDT':      Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  TNT_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  TNT_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  TNT_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  TNT_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'BTCBULL_USDT':          Symbol                  Timestamp         Volume     Price  \\\n",
       " 0  BTCBULL_USDT 2021-05-15 15:36:59.449017  30.8819126856  30331.37   \n",
       " 1  BTCBULL_USDT 2021-05-15 15:37:13.762682  30.8819126856  30331.37   \n",
       " 2  BTCBULL_USDT 2021-05-15 15:37:27.148195  30.8819126856  30331.37   \n",
       " 3  BTCBULL_USDT 2021-05-15 15:37:40.406192  30.8819126856  30331.37   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     30331.37                  1.0  \n",
       " 1     30331.37                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'NRV_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NRV_USDT 2021-05-15 15:36:59.449017  32953.492112608  3.021        3.021   \n",
       " 1  NRV_USDT 2021-05-15 15:37:13.762682  32945.189650272  3.021        3.021   \n",
       " 2  NRV_USDT 2021-05-15 15:37:27.148195  32945.189650272  3.019       -0.002   \n",
       " 3  NRV_USDT 2021-05-15 15:37:40.406192  32945.189650272  3.019        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000662  \n",
       " 3             0.000000  ,\n",
       " 'THETA3S_USDT':          Symbol                  Timestamp     Volume    Price  Price_Delta  \\\n",
       " 0  THETA3S_USDT 2021-05-15 15:36:59.449017  21786.672  0.13690      0.13690   \n",
       " 1  THETA3S_USDT 2021-05-15 15:37:13.762682  21786.672  0.13659      0.13659   \n",
       " 2  THETA3S_USDT 2021-05-15 15:37:27.148195  21786.672  0.13659      0.00000   \n",
       " 3  THETA3S_USDT 2021-05-15 15:37:40.406192  21786.672  0.13659      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FUEL_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  FUEL_USDT 2021-05-15 15:36:59.449017  112477533.21613  0.001659   \n",
       " 1  FUEL_USDT 2021-05-15 15:37:13.762682  112174547.74153  0.001659   \n",
       " 2  FUEL_USDT 2021-05-15 15:37:27.148195  112174547.74153  0.001659   \n",
       " 3  FUEL_USDT 2021-05-15 15:37:40.406192  112174547.74153  0.001659   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.001659                  1.0  \n",
       " 1     0.001659                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'CRV_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CRV_USDT 2021-05-15 15:36:59.449017  6492813.4913632  3.4789       3.4789   \n",
       " 1  CRV_USDT 2021-05-15 15:37:13.762682  6492813.4913632  3.4773       3.4773   \n",
       " 2  CRV_USDT 2021-05-15 15:37:27.148195  6485296.1392432  3.4811       0.0038   \n",
       " 3  CRV_USDT 2021-05-15 15:37:40.406192  6485296.1392432  3.4819       0.0008   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001092  \n",
       " 3             0.000230  ,\n",
       " 'EOS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  EOS_USDT 2021-05-15 15:36:59.449017   6145067.482897  10.572       10.572   \n",
       " 1  EOS_USDT 2021-05-15 15:37:13.762682  6142479.1525592  10.568       10.568   \n",
       " 2  EOS_USDT 2021-05-15 15:37:27.148195  6142479.1525592  10.572        0.004   \n",
       " 3  EOS_USDT 2021-05-15 15:37:40.406192  6142479.1525592  10.571       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000378  \n",
       " 3            -0.000095  ,\n",
       " 'BAMBOO_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  BAMBOO_USDT 2021-05-15 15:36:59.449017  252898.0713551  0.8857   \n",
       " 1  BAMBOO_USDT 2021-05-15 15:37:13.762682  252946.5213551  0.8857   \n",
       " 2  BAMBOO_USDT 2021-05-15 15:37:27.148195  252946.5213551  0.8859   \n",
       " 3  BAMBOO_USDT 2021-05-15 15:37:40.406192  252946.5213551  0.8858   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.8857             1.000000  \n",
       " 1       0.8857             1.000000  \n",
       " 2       0.0002             0.000226  \n",
       " 3      -0.0001            -0.000113  ,\n",
       " 'TUSD_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  TUSD_USDT 2021-05-15 15:36:59.449017  12639.533687756  0.999        0.999   \n",
       " 1  TUSD_USDT 2021-05-15 15:37:13.762682  12644.186010843  0.999        0.999   \n",
       " 2  TUSD_USDT 2021-05-15 15:37:27.148195  12644.186010843  0.999        0.000   \n",
       " 3  TUSD_USDT 2021-05-15 15:37:40.406192  12644.186010843  0.999        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XMR3S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  XMR3S_USDT 2021-05-15 15:36:59.449017  6612319.5451608  0.002027   \n",
       " 1  XMR3S_USDT 2021-05-15 15:37:13.762682  6612319.5451608  0.002013   \n",
       " 2  XMR3S_USDT 2021-05-15 15:37:27.148195  6612319.5451608  0.002013   \n",
       " 3  XMR3S_USDT 2021-05-15 15:37:40.406192  6612319.5451608  0.002013   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002027                  1.0  \n",
       " 1     0.002013                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'CHZ3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  CHZ3L_USDT 2021-05-15 15:36:59.449017  8962.3373885437  35.2116   \n",
       " 1  CHZ3L_USDT 2021-05-15 15:37:13.762682  8962.7057885437  35.1042   \n",
       " 2  CHZ3L_USDT 2021-05-15 15:37:27.148195  8962.7057885437  35.1042   \n",
       " 3  CHZ3L_USDT 2021-05-15 15:37:40.406192  8962.7057885437  35.3942   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      35.2116             1.000000  \n",
       " 1      35.1042             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.2900             0.008193  ,\n",
       " 'BZRX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BZRX_USDT 2021-05-15 15:36:59.449017  99225.071844623  0.7288       0.7288   \n",
       " 1  BZRX_USDT 2021-05-15 15:37:13.762682  99225.071844623  0.7288       0.7288   \n",
       " 2  BZRX_USDT 2021-05-15 15:37:27.148195  99225.071844623  0.7296       0.0008   \n",
       " 3  BZRX_USDT 2021-05-15 15:37:40.406192  99225.071844623  0.7296       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001096  \n",
       " 3             0.000000  ,\n",
       " 'HGET_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  HGET_USDT 2021-05-15 15:36:59.449017  5492.1010909181  8.852        8.852   \n",
       " 1  HGET_USDT 2021-05-15 15:37:13.762682    5490.40717499  8.885        8.885   \n",
       " 2  HGET_USDT 2021-05-15 15:37:27.148195    5490.40717499  8.885        0.000   \n",
       " 3  HGET_USDT 2021-05-15 15:37:40.406192    5490.40717499  8.885        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NEO3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  NEO3L_USDT 2021-05-15 15:36:59.449017  3667.1441362487  4.6184   \n",
       " 1  NEO3L_USDT 2021-05-15 15:37:13.762682   3667.299296848  4.6184   \n",
       " 2  NEO3L_USDT 2021-05-15 15:37:27.148195   3667.299296848  4.6184   \n",
       " 3  NEO3L_USDT 2021-05-15 15:37:40.406192   3667.299296848  4.6184   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       4.6184                  1.0  \n",
       " 1       4.6184                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'YFDAI_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  YFDAI_USDT 2021-05-15 15:36:59.449017  8.1411845149068  3029.86   \n",
       " 1  YFDAI_USDT 2021-05-15 15:37:13.762682  8.1411845149068  3029.86   \n",
       " 2  YFDAI_USDT 2021-05-15 15:37:27.148195  8.1411845149068  3030.03   \n",
       " 3  YFDAI_USDT 2021-05-15 15:37:40.406192  8.1411845149068  3030.03   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      3029.86             1.000000  \n",
       " 1      3029.86             1.000000  \n",
       " 2         0.17             0.000056  \n",
       " 3         0.00             0.000000  ,\n",
       " 'VAI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  VAI_USDT 2021-05-15 15:36:59.449017  43286.417626447  1.582        1.582   \n",
       " 1  VAI_USDT 2021-05-15 15:37:13.762682  43286.417626447  1.585        1.585   \n",
       " 2  VAI_USDT 2021-05-15 15:37:27.148195  43286.417626447  1.585        0.000   \n",
       " 3  VAI_USDT 2021-05-15 15:37:40.406192  43286.417626447  1.585        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'API3_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  API3_USDT 2021-05-15 15:36:59.449017  13405.557594375  6.034        6.034   \n",
       " 1  API3_USDT 2021-05-15 15:37:13.762682  13408.382692114  6.036        6.036   \n",
       " 2  API3_USDT 2021-05-15 15:37:27.148195  13408.382692114  6.036        0.000   \n",
       " 3  API3_USDT 2021-05-15 15:37:40.406192  13408.382692114  6.036        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LEV_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LEV_USDT 2021-05-15 15:36:59.449017  914190.44402747  0.8504       0.8504   \n",
       " 1  LEV_USDT 2021-05-15 15:37:13.762682  914190.44402747  0.8495       0.8495   \n",
       " 2  LEV_USDT 2021-05-15 15:37:27.148195  916191.25322747  0.8495       0.0000   \n",
       " 3  LEV_USDT 2021-05-15 15:37:40.406192  916191.25322747  0.8495       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PST_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  PST_USDT 2021-05-15 15:36:59.449017  899199.71351239  0.03922      0.03922   \n",
       " 1  PST_USDT 2021-05-15 15:37:13.762682   898816.9121154  0.03934      0.03934   \n",
       " 2  PST_USDT 2021-05-15 15:37:27.148195   898816.9121154  0.03934      0.00000   \n",
       " 3  PST_USDT 2021-05-15 15:37:40.406192   898816.9121154  0.03934      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BSV_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BSV_USDT 2021-05-15 15:36:59.449017  77285.859720446  328.47       328.47   \n",
       " 1  BSV_USDT 2021-05-15 15:37:13.762682  77285.859720446  328.96       328.96   \n",
       " 2  BSV_USDT 2021-05-15 15:37:27.148195  77285.859720446  329.28         0.32   \n",
       " 3  BSV_USDT 2021-05-15 15:37:40.406192  77285.859720446  329.34         0.06   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000972  \n",
       " 3             0.000182  ,\n",
       " 'PBR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PBR_USDT 2021-05-15 15:36:59.449017   257297.6257001  0.2568       0.2568   \n",
       " 1  PBR_USDT 2021-05-15 15:37:13.762682  257206.69559713  0.2568       0.2568   \n",
       " 2  PBR_USDT 2021-05-15 15:37:27.148195  257206.69559713  0.2569       0.0001   \n",
       " 3  PBR_USDT 2021-05-15 15:37:40.406192  257206.69559713  0.2569       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000389  \n",
       " 3             0.000000  ,\n",
       " 'LIEN_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LIEN_USDT 2021-05-15 15:36:59.449017  1290.7311827741  45.267       45.267   \n",
       " 1  LIEN_USDT 2021-05-15 15:37:13.762682  1290.7311827741  45.267       45.267   \n",
       " 2  LIEN_USDT 2021-05-15 15:37:27.148195  1290.8652841177  45.244       -0.023   \n",
       " 3  LIEN_USDT 2021-05-15 15:37:40.406192  1290.8652841177  45.244        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000508  \n",
       " 3             0.000000  ,\n",
       " 'INK_USDT':      Symbol                  Timestamp            Volume     Price  \\\n",
       " 0  INK_USDT 2021-05-15 15:36:59.449017  1539032.60769266  0.003259   \n",
       " 1  INK_USDT 2021-05-15 15:37:13.762682  1539032.60769266  0.003259   \n",
       " 2  INK_USDT 2021-05-15 15:37:27.148195  1539032.60769266  0.003259   \n",
       " 3  INK_USDT 2021-05-15 15:37:40.406192  1539032.60769266  0.003259   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.003259                  1.0  \n",
       " 1     0.003259                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'HOPR_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  HOPR_USDT 2021-05-15 15:36:59.449017  244591.33269114  0.5097       0.5097   \n",
       " 1  HOPR_USDT 2021-05-15 15:37:13.762682  244599.65349114  0.5097       0.5097   \n",
       " 2  HOPR_USDT 2021-05-15 15:37:27.148195  244599.65349114  0.5097       0.0000   \n",
       " 3  HOPR_USDT 2021-05-15 15:37:40.406192  244599.65349114  0.5097       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DF_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DF_USDT 2021-05-15 15:36:59.449017   176211.8159519  0.3208       0.3208   \n",
       " 1  DF_USDT 2021-05-15 15:37:13.762682  176270.96312368  0.3208       0.3208   \n",
       " 2  DF_USDT 2021-05-15 15:37:27.148195  176270.96312368  0.3208       0.0000   \n",
       " 3  DF_USDT 2021-05-15 15:37:40.406192  176270.96312368  0.3208       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MIR_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MIR_USDT 2021-05-15 15:36:59.449017  7168.6103778672  8.053        8.053   \n",
       " 1  MIR_USDT 2021-05-15 15:37:13.762682  7170.0724421109  8.053        8.053   \n",
       " 2  MIR_USDT 2021-05-15 15:37:27.148195  7170.0724421109  8.053        0.000   \n",
       " 3  MIR_USDT 2021-05-15 15:37:40.406192  7170.0724421109  8.053        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ONS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ONS_USDT 2021-05-15 15:36:59.449017  2811.9501325705  11.401       11.401   \n",
       " 1  ONS_USDT 2021-05-15 15:37:13.762682  2811.0101845765  11.401       11.401   \n",
       " 2  ONS_USDT 2021-05-15 15:37:27.148195  2811.0101845765  11.426        0.025   \n",
       " 3  ONS_USDT 2021-05-15 15:37:40.406192  2811.0101845765  11.426        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002188  \n",
       " 3             0.000000  ,\n",
       " 'RAMP_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  RAMP_USDT 2021-05-15 15:36:59.449017  104187.15628109  0.444        0.444   \n",
       " 1  RAMP_USDT 2021-05-15 15:37:13.762682  104234.49536083  0.444        0.444   \n",
       " 2  RAMP_USDT 2021-05-15 15:37:27.148195  104234.49536083  0.444        0.000   \n",
       " 3  RAMP_USDT 2021-05-15 15:37:40.406192  104234.49536083  0.444        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SKL3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SKL3S_USDT 2021-05-15 15:36:59.449017  78732.188381386  0.2329   \n",
       " 1  SKL3S_USDT 2021-05-15 15:37:13.762682  78732.188381386  0.2329   \n",
       " 2  SKL3S_USDT 2021-05-15 15:37:27.148195   78682.34760683  0.2329   \n",
       " 3  SKL3S_USDT 2021-05-15 15:37:40.406192   78682.34760683  0.2329   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2329                  1.0  \n",
       " 1       0.2329                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'POND_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  POND_USDT 2021-05-15 15:36:59.449017  539096.46216066  0.15025   \n",
       " 1  POND_USDT 2021-05-15 15:37:13.762682  564240.20154724  0.15025   \n",
       " 2  POND_USDT 2021-05-15 15:37:27.148195  564240.20154724  0.15002   \n",
       " 3  POND_USDT 2021-05-15 15:37:40.406192  564240.20154724  0.15002   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.15025             1.000000  \n",
       " 1      0.15025             1.000000  \n",
       " 2     -0.00023            -0.001533  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'DIGG_USDT':       Symbol                  Timestamp            Volume     Price  \\\n",
       " 0  DIGG_USDT 2021-05-15 15:36:59.449017  0.73622233774769  41704.84   \n",
       " 1  DIGG_USDT 2021-05-15 15:37:13.762682  0.73662138268369  41737.51   \n",
       " 2  DIGG_USDT 2021-05-15 15:37:27.148195  0.73662138268369  41737.51   \n",
       " 3  DIGG_USDT 2021-05-15 15:37:40.406192  0.73662138268369  41737.51   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     41704.84                  1.0  \n",
       " 1     41737.51                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'BKC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BKC_USDT 2021-05-15 15:36:59.449017  3469646188.3032  0.000161   \n",
       " 1  BKC_USDT 2021-05-15 15:37:13.762682  3469322267.1282  0.000161   \n",
       " 2  BKC_USDT 2021-05-15 15:37:27.148195  3469322267.1282  0.000160   \n",
       " 3  BKC_USDT 2021-05-15 15:37:40.406192  3469322267.1282  0.000160   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  1.606000e-04             1.000000  \n",
       " 1  1.606000e-04             1.000000  \n",
       " 2 -8.000000e-07            -0.005006  \n",
       " 3  0.000000e+00             0.000000  ,\n",
       " 'BCDN_USDT':       Symbol                  Timestamp         Volume     Price  Price_Delta  \\\n",
       " 0  BCDN_USDT 2021-05-15 15:36:59.449017  458434.838553  0.002135     0.002135   \n",
       " 1  BCDN_USDT 2021-05-15 15:37:13.762682  458434.838553  0.002135     0.002135   \n",
       " 2  BCDN_USDT 2021-05-15 15:37:27.148195  458434.838553  0.002135     0.000000   \n",
       " 3  BCDN_USDT 2021-05-15 15:37:40.406192  458434.838553  0.002135     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RAZOR_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  RAZOR_USDT 2021-05-15 15:36:59.449017  573952.88561402  0.2253   \n",
       " 1  RAZOR_USDT 2021-05-15 15:37:13.762682  573952.88561402  0.2253   \n",
       " 2  RAZOR_USDT 2021-05-15 15:37:27.148195  573986.29157402  0.2253   \n",
       " 3  RAZOR_USDT 2021-05-15 15:37:40.406192  573986.29157402  0.2253   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2253                  1.0  \n",
       " 1       0.2253                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'AKRO_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  AKRO_USDT 2021-05-15 15:36:59.449017  2087033.5833226  0.04479   \n",
       " 1  AKRO_USDT 2021-05-15 15:37:13.762682  1966771.0249749  0.04480   \n",
       " 2  AKRO_USDT 2021-05-15 15:37:27.148195  1966771.0249749  0.04480   \n",
       " 3  AKRO_USDT 2021-05-15 15:37:40.406192  1966771.0249749  0.04480   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04479                  1.0  \n",
       " 1      0.04480                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'AR_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AR_USDT 2021-05-15 15:36:59.449017  97301.912442914  29.991       29.991   \n",
       " 1  AR_USDT 2021-05-15 15:37:13.762682  97179.864078914  29.991       29.991   \n",
       " 2  AR_USDT 2021-05-15 15:37:27.148195  97179.864078914  29.861       -0.130   \n",
       " 3  AR_USDT 2021-05-15 15:37:40.406192  97179.864078914  29.861        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004354  \n",
       " 3             0.000000  ,\n",
       " 'LON3S_USDT':        Symbol                  Timestamp      Volume   Price  Price_Delta  \\\n",
       " 0  LON3S_USDT 2021-05-15 15:36:59.449017  15533.9815  0.3084       0.3084   \n",
       " 1  LON3S_USDT 2021-05-15 15:37:13.762682  15535.5215  0.3084       0.3084   \n",
       " 2  LON3S_USDT 2021-05-15 15:37:27.148195  15535.5215  0.3084       0.0000   \n",
       " 3  LON3S_USDT 2021-05-15 15:37:40.406192  15535.5215  0.3084       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FRONT_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  FRONT_USDT 2021-05-15 15:36:59.449017  106077.79357309  1.9955   \n",
       " 1  FRONT_USDT 2021-05-15 15:37:13.762682  106087.95877309  1.9959   \n",
       " 2  FRONT_USDT 2021-05-15 15:37:27.148195  106087.95877309  1.9959   \n",
       " 3  FRONT_USDT 2021-05-15 15:37:40.406192  106087.95877309  1.9959   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.9955                  1.0  \n",
       " 1       1.9959                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NFTX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NFTX_USDT 2021-05-15 15:36:59.449017  411.88638989207  156.73       156.73   \n",
       " 1  NFTX_USDT 2021-05-15 15:37:13.762682  411.88638989207  156.73       156.73   \n",
       " 2  NFTX_USDT 2021-05-15 15:37:27.148195  411.88638989207  156.73         0.00   \n",
       " 3  NFTX_USDT 2021-05-15 15:37:40.406192  411.88638989207  156.73         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QKC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  QKC_USDT 2021-05-15 15:36:59.449017   3446641.684762  0.024929   \n",
       " 1  QKC_USDT 2021-05-15 15:37:13.762682   3446641.684762  0.025104   \n",
       " 2  QKC_USDT 2021-05-15 15:37:27.148195  3446766.8494035  0.025104   \n",
       " 3  QKC_USDT 2021-05-15 15:37:40.406192  3446766.8494035  0.025104   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.024929                  1.0  \n",
       " 1     0.025104                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BFC_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BFC_USDT 2021-05-15 15:36:59.449017  222096.02248048  0.14225      0.14225   \n",
       " 1  BFC_USDT 2021-05-15 15:37:13.762682  222096.02248048  0.14225      0.14225   \n",
       " 2  BFC_USDT 2021-05-15 15:37:27.148195  222109.98804574  0.14225      0.00000   \n",
       " 3  BFC_USDT 2021-05-15 15:37:40.406192  222109.98804574  0.14226      0.00001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00000  \n",
       " 3              0.00007  ,\n",
       " 'FIC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIC_USDT 2021-05-15 15:36:59.449017  122092.22919838  0.3846       0.3846   \n",
       " 1  FIC_USDT 2021-05-15 15:37:13.762682  122092.22919838  0.3846       0.3846   \n",
       " 2  FIC_USDT 2021-05-15 15:37:27.148195  122076.58732289  0.3846       0.0000   \n",
       " 3  FIC_USDT 2021-05-15 15:37:40.406192  122076.58732289  0.3846       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'STORJ_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  STORJ_USDT 2021-05-15 15:36:59.449017  96823.968363792  1.7015   \n",
       " 1  STORJ_USDT 2021-05-15 15:37:13.762682  96823.968363792  1.7015   \n",
       " 2  STORJ_USDT 2021-05-15 15:37:27.148195  96823.968363792  1.7015   \n",
       " 3  STORJ_USDT 2021-05-15 15:37:40.406192  96739.543275648  1.7015   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.7015                  1.0  \n",
       " 1       1.7015                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'CVC3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  CVC3L_USDT 2021-05-15 15:36:59.449017  16157.984372562  0.7171   \n",
       " 1  CVC3L_USDT 2021-05-15 15:37:13.762682  16157.984372562  0.7171   \n",
       " 2  CVC3L_USDT 2021-05-15 15:37:27.148195  16149.060128647  0.7171   \n",
       " 3  CVC3L_USDT 2021-05-15 15:37:40.406192  16149.060128647  0.7171   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.7171                  1.0  \n",
       " 1       0.7171                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'TRX3L_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  TRX3L_USDT 2021-05-15 15:36:59.449017  28588.272409688   1.66         1.66   \n",
       " 1  TRX3L_USDT 2021-05-15 15:37:13.762682  28588.272409688   1.66         1.66   \n",
       " 2  TRX3L_USDT 2021-05-15 15:37:27.148195  28588.272409688   1.66         0.00   \n",
       " 3  TRX3L_USDT 2021-05-15 15:37:40.406192  28588.272409688   1.66         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'COMBO_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  COMBO_USDT 2021-05-15 15:36:59.449017  24686.257233557  1.532        1.532   \n",
       " 1  COMBO_USDT 2021-05-15 15:37:13.762682  24700.453986868  1.532        1.532   \n",
       " 2  COMBO_USDT 2021-05-15 15:37:27.148195  24700.453986868  1.532        0.000   \n",
       " 3  COMBO_USDT 2021-05-15 15:37:40.406192  24700.453986868  1.532        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SUSHI3S_USDT':          Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SUSHI3S_USDT 2021-05-15 15:36:59.449017  206401.49000901  0.22313   \n",
       " 1  SUSHI3S_USDT 2021-05-15 15:37:13.762682  210190.98853698  0.22313   \n",
       " 2  SUSHI3S_USDT 2021-05-15 15:37:27.148195  210190.98853698  0.22313   \n",
       " 3  SUSHI3S_USDT 2021-05-15 15:37:40.406192  210190.98853698  0.22313   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.22313                  1.0  \n",
       " 1      0.22313                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'STAKE_USDT':        Symbol                  Timestamp         Volume  Price  Price_Delta  \\\n",
       " 0  STAKE_USDT 2021-05-15 15:36:59.449017  12041.4456828  16.80        16.80   \n",
       " 1  STAKE_USDT 2021-05-15 15:37:13.762682  12035.5696812  16.78        16.78   \n",
       " 2  STAKE_USDT 2021-05-15 15:37:27.148195  12035.5696812  16.78         0.00   \n",
       " 3  STAKE_USDT 2021-05-15 15:37:40.406192  12035.5696812  16.78         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NEAR_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NEAR_USDT 2021-05-15 15:36:59.449017  255788.08643643  6.694        6.694   \n",
       " 1  NEAR_USDT 2021-05-15 15:37:13.762682  255788.08643643  6.694        6.694   \n",
       " 2  NEAR_USDT 2021-05-15 15:37:27.148195  255788.08643643  6.694        0.000   \n",
       " 3  NEAR_USDT 2021-05-15 15:37:40.406192  255788.08643643  6.710        0.016   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.002385  ,\n",
       " 'RAZE_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  RAZE_USDT 2021-05-15 15:36:59.449017  120141.73024735  0.916        0.916   \n",
       " 1  RAZE_USDT 2021-05-15 15:37:13.762682  120178.55615583  0.916        0.916   \n",
       " 2  RAZE_USDT 2021-05-15 15:37:27.148195  120178.55615583  0.916        0.000   \n",
       " 3  RAZE_USDT 2021-05-15 15:37:40.406192  120178.55615583  0.916        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AXIS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AXIS_USDT 2021-05-15 15:36:59.449017  47521.905915523  1.7925       1.7925   \n",
       " 1  AXIS_USDT 2021-05-15 15:37:13.762682  47524.532761959  1.7922       1.7922   \n",
       " 2  AXIS_USDT 2021-05-15 15:37:27.148195  47524.532761959  1.7922       0.0000   \n",
       " 3  AXIS_USDT 2021-05-15 15:37:40.406192  47524.532761959  1.7922       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DOS_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  DOS_USDT 2021-05-15 15:36:59.449017   367601.2610554  0.08016      0.08016   \n",
       " 1  DOS_USDT 2021-05-15 15:37:13.762682  367936.25292853  0.08016      0.08016   \n",
       " 2  DOS_USDT 2021-05-15 15:37:27.148195  367936.25292853  0.08016      0.00000   \n",
       " 3  DOS_USDT 2021-05-15 15:37:40.406192  367936.25292853  0.08016      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NORD_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NORD_USDT 2021-05-15 15:36:59.449017  28626.193562514  5.946        5.946   \n",
       " 1  NORD_USDT 2021-05-15 15:37:13.762682  28626.193562514  5.946        5.946   \n",
       " 2  NORD_USDT 2021-05-15 15:37:27.148195  28626.193562514  5.946        0.000   \n",
       " 3  NORD_USDT 2021-05-15 15:37:40.406192  28626.193562514  5.946        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CEL_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CEL_USDT 2021-05-15 15:36:59.449017  25203.846056064  7.036        7.036   \n",
       " 1  CEL_USDT 2021-05-15 15:37:13.762682  25204.728056064  7.008        7.008   \n",
       " 2  CEL_USDT 2021-05-15 15:37:27.148195  25204.728056064  7.008        0.000   \n",
       " 3  CEL_USDT 2021-05-15 15:37:40.406192  25204.728056064  7.008        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AUDIO_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  AUDIO_USDT 2021-05-15 15:36:59.449017  38259.811085783  1.8830   \n",
       " 1  AUDIO_USDT 2021-05-15 15:37:13.762682   38264.37768373  1.8830   \n",
       " 2  AUDIO_USDT 2021-05-15 15:37:27.148195   38264.37768373  1.8830   \n",
       " 3  AUDIO_USDT 2021-05-15 15:37:40.406192   38264.37768373  1.8825   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.8830             1.000000  \n",
       " 1       1.8830             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0005            -0.000266  ,\n",
       " 'FARM_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FARM_USDT 2021-05-15 15:36:59.449017  299.26387571921  161.26       161.26   \n",
       " 1  FARM_USDT 2021-05-15 15:37:13.762682  299.27329914799  161.06       161.06   \n",
       " 2  FARM_USDT 2021-05-15 15:37:27.148195  299.27329914799  161.06         0.00   \n",
       " 3  FARM_USDT 2021-05-15 15:37:40.406192  299.27329914799  161.06         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DOG_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  DOG_USDT 2021-05-15 15:36:59.449017  30023806.138048  0.36315      0.36315   \n",
       " 1  DOG_USDT 2021-05-15 15:37:13.762682  30023806.138048  0.36315      0.36315   \n",
       " 2  DOG_USDT 2021-05-15 15:37:27.148195  30023806.138048  0.36210     -0.00105   \n",
       " 3  DOG_USDT 2021-05-15 15:37:40.406192  29989282.056217  0.36315      0.00105   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.002900  \n",
       " 3             0.002891  ,\n",
       " 'RLY_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RLY_USDT 2021-05-15 15:36:59.449017  49580.200846957  0.9441       0.9441   \n",
       " 1  RLY_USDT 2021-05-15 15:37:13.762682  49582.986209313  0.9441       0.9441   \n",
       " 2  RLY_USDT 2021-05-15 15:37:27.148195  49582.986209313  0.9441       0.0000   \n",
       " 3  RLY_USDT 2021-05-15 15:37:40.406192  49582.986209313  0.9441       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KPAD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KPAD_USDT 2021-05-15 15:36:59.449017  120619.84601811  0.3904       0.3904   \n",
       " 1  KPAD_USDT 2021-05-15 15:37:13.762682  120603.15725458  0.3906       0.3906   \n",
       " 2  KPAD_USDT 2021-05-15 15:37:27.148195  120603.15725458  0.3906       0.0000   \n",
       " 3  KPAD_USDT 2021-05-15 15:37:40.406192  120603.15725458  0.3906       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DOT5L_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  DOT5L_USDT 2021-05-15 15:36:59.449017  60887623.38569  0.04532   \n",
       " 1  DOT5L_USDT 2021-05-15 15:37:13.762682  60887623.38569  0.04532   \n",
       " 2  DOT5L_USDT 2021-05-15 15:37:27.148195  60887623.38569  0.04532   \n",
       " 3  DOT5L_USDT 2021-05-15 15:37:40.406192  60887623.38569  0.04551   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04532             1.000000  \n",
       " 1      0.04532             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00019             0.004175  ,\n",
       " 'LRC3S_USDT':        Symbol                  Timestamp             Volume    Price  \\\n",
       " 0  LRC3S_USDT 2021-05-15 15:36:59.449017  1273259.264417205  0.00365   \n",
       " 1  LRC3S_USDT 2021-05-15 15:37:13.762682  1273302.806417205  0.00365   \n",
       " 2  LRC3S_USDT 2021-05-15 15:37:27.148195  1273302.806417205  0.00365   \n",
       " 3  LRC3S_USDT 2021-05-15 15:37:40.406192  1273302.806417205  0.00365   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00365                  1.0  \n",
       " 1      0.00365                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'CRV3L_USDT':        Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  CRV3L_USDT 2021-05-15 15:36:59.449017  43947.26041605  2.9749       2.9749   \n",
       " 1  CRV3L_USDT 2021-05-15 15:37:13.762682  43912.03081605  2.9749       2.9749   \n",
       " 2  CRV3L_USDT 2021-05-15 15:37:27.148195  43912.03081605  2.9749       0.0000   \n",
       " 3  CRV3L_USDT 2021-05-15 15:37:40.406192  43912.03081605  2.9749       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DAO_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DAO_USDT 2021-05-15 15:36:59.449017  459705.34225289  4.7257       4.7257   \n",
       " 1  DAO_USDT 2021-05-15 15:37:13.762682  459705.34225289  4.7257       4.7257   \n",
       " 2  DAO_USDT 2021-05-15 15:37:27.148195  459812.58565151  4.7256      -0.0001   \n",
       " 3  DAO_USDT 2021-05-15 15:37:40.406192  459812.58565151  4.7254      -0.0002   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000021  \n",
       " 3            -0.000042  ,\n",
       " 'OVR_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  OVR_USDT 2021-05-15 15:36:59.449017  517482.18424857  1.148        1.148   \n",
       " 1  OVR_USDT 2021-05-15 15:37:13.762682  517484.98264857  1.142        1.142   \n",
       " 2  OVR_USDT 2021-05-15 15:37:27.148195  517484.98264857  1.142        0.000   \n",
       " 3  OVR_USDT 2021-05-15 15:37:40.406192  517484.98264857  1.142        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MATH_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MATH_USDT 2021-05-15 15:36:59.449017  64116.405113946  2.159        2.159   \n",
       " 1  MATH_USDT 2021-05-15 15:37:13.762682  64103.903513946  2.159        2.159   \n",
       " 2  MATH_USDT 2021-05-15 15:37:27.148195  64103.903513946  2.164        0.005   \n",
       " 3  MATH_USDT 2021-05-15 15:37:40.406192  64103.903513946  2.164        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002311  \n",
       " 3             0.000000  ,\n",
       " 'QNT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  QNT_USDT 2021-05-15 15:36:59.449017  1268.3530348406  52.63        52.63   \n",
       " 1  QNT_USDT 2021-05-15 15:37:13.762682  1268.4804836108  52.42        52.42   \n",
       " 2  QNT_USDT 2021-05-15 15:37:27.148195  1268.4804836108  52.42         0.00   \n",
       " 3  QNT_USDT 2021-05-15 15:37:40.406192  1268.4804836108  52.42         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OKB3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  OKB3L_USDT 2021-05-15 15:36:59.449017  4185.6734644149  6.3752   \n",
       " 1  OKB3L_USDT 2021-05-15 15:37:13.762682  4185.6734644149  6.3752   \n",
       " 2  OKB3L_USDT 2021-05-15 15:37:27.148195  4185.6734644149  6.3752   \n",
       " 3  OKB3L_USDT 2021-05-15 15:37:40.406192  4184.0918348759  6.3752   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       6.3752                  1.0  \n",
       " 1       6.3752                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'KIN_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  KIN_USDT 2021-05-15 15:36:59.449017  6753732675.9977  0.000129   \n",
       " 1  KIN_USDT 2021-05-15 15:37:13.762682  6753276689.8222  0.000129   \n",
       " 2  KIN_USDT 2021-05-15 15:37:27.148195  6753276689.8222  0.000129   \n",
       " 3  KIN_USDT 2021-05-15 15:37:40.406192  6753276689.8222  0.000129   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000129                  1.0  \n",
       " 1     0.000129                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ALPHA_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ALPHA_USDT 2021-05-15 15:36:59.449017  126885.32324344  2.1059   \n",
       " 1  ALPHA_USDT 2021-05-15 15:37:13.762682  126885.32324344  2.1059   \n",
       " 2  ALPHA_USDT 2021-05-15 15:37:27.148195  126881.76110944  2.1059   \n",
       " 3  ALPHA_USDT 2021-05-15 15:37:40.406192  126881.76110944  2.1059   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.1059                  1.0  \n",
       " 1       2.1059                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NPXS_USDT':       Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  NPXS_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  NPXS_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  NPXS_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  NPXS_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'XED_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XED_USDT 2021-05-15 15:36:59.449017  95467.583696229  0.6612       0.6612   \n",
       " 1  XED_USDT 2021-05-15 15:37:13.762682  95435.073026555  0.6612       0.6612   \n",
       " 2  XED_USDT 2021-05-15 15:37:27.148195  95435.073026555  0.6612       0.0000   \n",
       " 3  XED_USDT 2021-05-15 15:37:40.406192  95435.073026555  0.6612       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XPRT_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XPRT_USDT 2021-05-15 15:36:59.449017  58303.515940035  14.513       14.513   \n",
       " 1  XPRT_USDT 2021-05-15 15:37:13.762682  58074.609035931  14.513       14.513   \n",
       " 2  XPRT_USDT 2021-05-15 15:37:27.148195  58074.609035931  14.513        0.000   \n",
       " 3  XPRT_USDT 2021-05-15 15:37:40.406192  58074.609035931  14.512       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000069  ,\n",
       " 'LTO_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LTO_USDT 2021-05-15 15:36:59.449017  111522.43705767  0.4504       0.4504   \n",
       " 1  LTO_USDT 2021-05-15 15:37:13.762682  111522.43705767  0.4504       0.4504   \n",
       " 2  LTO_USDT 2021-05-15 15:37:27.148195  111486.49991191  0.4504       0.0000   \n",
       " 3  LTO_USDT 2021-05-15 15:37:40.406192  111486.49991191  0.4504       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'JASMY_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  JASMY_USDT 2021-05-15 15:36:59.449017  567699.49109152  1.675        1.675   \n",
       " 1  JASMY_USDT 2021-05-15 15:37:13.762682  567699.49109152  1.673        1.673   \n",
       " 2  JASMY_USDT 2021-05-15 15:37:27.148195  567717.14069152  1.673        0.000   \n",
       " 3  JASMY_USDT 2021-05-15 15:37:40.406192  567717.14069152  1.673        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'EWT_USDT':      Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  EWT_USDT 2021-05-15 15:36:59.449017  8731.190182488  15.02        15.02   \n",
       " 1  EWT_USDT 2021-05-15 15:37:13.762682  8731.010182488  15.02        15.02   \n",
       " 2  EWT_USDT 2021-05-15 15:37:27.148195  8731.010182488  15.02         0.00   \n",
       " 3  EWT_USDT 2021-05-15 15:37:40.406192  8731.010182488  15.02         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DAI_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DAI_USDT 2021-05-15 15:36:59.449017  62233.021165774  0.9989       0.9989   \n",
       " 1  DAI_USDT 2021-05-15 15:37:13.762682  62228.802036095  0.9989       0.9989   \n",
       " 2  DAI_USDT 2021-05-15 15:37:27.148195  62228.802036095  0.9989       0.0000   \n",
       " 3  DAI_USDT 2021-05-15 15:37:40.406192  62228.802036095  0.9989       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETH5S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ETH5S_USDT 2021-05-15 15:36:59.449017  304343932.11644  0.00401   \n",
       " 1  ETH5S_USDT 2021-05-15 15:37:13.762682  303852527.49644  0.00401   \n",
       " 2  ETH5S_USDT 2021-05-15 15:37:27.148195  303852527.49644  0.00401   \n",
       " 3  ETH5S_USDT 2021-05-15 15:37:40.406192  303852527.49644  0.00401   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00401                  1.0  \n",
       " 1      0.00401                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BEAM3S_USDT':         Symbol                  Timestamp     Volume     Price  Price_Delta  \\\n",
       " 0  BEAM3S_USDT 2021-05-15 15:36:59.449017  421.89078  0.054537     0.054537   \n",
       " 1  BEAM3S_USDT 2021-05-15 15:37:13.762682  421.89078  0.054537     0.054537   \n",
       " 2  BEAM3S_USDT 2021-05-15 15:37:27.148195  421.89078  0.054537     0.000000   \n",
       " 3  BEAM3S_USDT 2021-05-15 15:37:40.406192  421.89078  0.054537     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RUFF_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  RUFF_USDT 2021-05-15 15:36:59.449017  2267813.9407483  0.010923   \n",
       " 1  RUFF_USDT 2021-05-15 15:37:13.762682  2267901.0066872  0.010957   \n",
       " 2  RUFF_USDT 2021-05-15 15:37:27.148195  2267901.0066872  0.010957   \n",
       " 3  RUFF_USDT 2021-05-15 15:37:40.406192  2267901.0066872  0.010957   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.010923                  1.0  \n",
       " 1     0.010957                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'GEM_USDT':      Symbol                  Timestamp              Volume     Price  \\\n",
       " 0  GEM_USDT 2021-05-15 15:36:59.449017  11827942.573689165  0.000456   \n",
       " 1  GEM_USDT 2021-05-15 15:37:13.762682  11827942.573689165  0.000456   \n",
       " 2  GEM_USDT 2021-05-15 15:37:27.148195  11827942.573689165  0.000456   \n",
       " 3  GEM_USDT 2021-05-15 15:37:40.406192  11827942.573689165  0.000456   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000456                  1.0  \n",
       " 1     0.000456                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'OM_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OM_USDT 2021-05-15 15:36:59.449017  3550031.2483309  0.3183       0.3183   \n",
       " 1  OM_USDT 2021-05-15 15:37:13.762682  3550072.4755309  0.3183       0.3183   \n",
       " 2  OM_USDT 2021-05-15 15:37:27.148195  3550072.4755309  0.3189       0.0006   \n",
       " 3  OM_USDT 2021-05-15 15:37:40.406192  3550072.4755309  0.3189       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001881  \n",
       " 3             0.000000  ,\n",
       " 'NKN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  NKN_USDT 2021-05-15 15:36:59.449017  382992.45432106  0.56282      0.56282   \n",
       " 1  NKN_USDT 2021-05-15 15:37:13.762682  382992.45432106  0.56368      0.56368   \n",
       " 2  NKN_USDT 2021-05-15 15:37:27.148195  382992.45432106  0.56440      0.00072   \n",
       " 3  NKN_USDT 2021-05-15 15:37:40.406192  382992.45432106  0.56440      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001276  \n",
       " 3             0.000000  ,\n",
       " 'DBC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DBC_USDT 2021-05-15 15:36:59.449017  28077467.375672  0.017573   \n",
       " 1  DBC_USDT 2021-05-15 15:37:13.762682  28077111.959672  0.017573   \n",
       " 2  DBC_USDT 2021-05-15 15:37:27.148195  28077111.959672  0.017593   \n",
       " 3  DBC_USDT 2021-05-15 15:37:40.406192  28077111.959672  0.017560   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.017573             1.000000  \n",
       " 1     0.017573             1.000000  \n",
       " 2     0.000020             0.001137  \n",
       " 3    -0.000033            -0.001879  ,\n",
       " 'WINGS_USDT':        Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  WINGS_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  WINGS_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  WINGS_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  WINGS_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'CELR_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  CELR_USDT 2021-05-15 15:36:59.449017  6170541.6286638  0.051641   \n",
       " 1  CELR_USDT 2021-05-15 15:37:13.762682  6170541.6286638  0.051641   \n",
       " 2  CELR_USDT 2021-05-15 15:37:27.148195  6170826.7474638  0.051641   \n",
       " 3  CELR_USDT 2021-05-15 15:37:40.406192  6170826.7474638  0.051641   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.051641                  1.0  \n",
       " 1     0.051641                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'LOCG_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LOCG_USDT 2021-05-15 15:36:59.449017  1504953.2728317  0.41066   \n",
       " 1  LOCG_USDT 2021-05-15 15:37:13.762682  1504953.2728317  0.41066   \n",
       " 2  LOCG_USDT 2021-05-15 15:37:27.148195  1504953.2728317  0.41000   \n",
       " 3  LOCG_USDT 2021-05-15 15:37:40.406192  1505408.2660317  0.41000   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.41066              1.00000  \n",
       " 1      0.41066              1.00000  \n",
       " 2     -0.00066             -0.00161  \n",
       " 3      0.00000              0.00000  ,\n",
       " 'DOT3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  DOT3L_USDT 2021-05-15 15:36:59.449017  16842.945567525  7.1084   \n",
       " 1  DOT3L_USDT 2021-05-15 15:37:13.762682  16842.945567525  7.1084   \n",
       " 2  DOT3L_USDT 2021-05-15 15:37:27.148195  16842.945567525  7.1375   \n",
       " 3  DOT3L_USDT 2021-05-15 15:37:40.406192  16843.698032307  7.1375   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       7.1084             1.000000  \n",
       " 1       7.1084             1.000000  \n",
       " 2       0.0291             0.004077  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'CGG_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CGG_USDT 2021-05-15 15:36:59.449017  19196.507167483  1.243        1.243   \n",
       " 1  CGG_USDT 2021-05-15 15:37:13.762682  19195.722121755  1.243        1.243   \n",
       " 2  CGG_USDT 2021-05-15 15:37:27.148195  19195.722121755  1.243        0.000   \n",
       " 3  CGG_USDT 2021-05-15 15:37:40.406192  19195.722121755  1.243        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WOM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  WOM_USDT 2021-05-15 15:36:59.449017  89213.157423499  0.1920       0.1920   \n",
       " 1  WOM_USDT 2021-05-15 15:37:13.762682  89213.157423499  0.1920       0.1920   \n",
       " 2  WOM_USDT 2021-05-15 15:37:27.148195  89213.157423499  0.1919      -0.0001   \n",
       " 3  WOM_USDT 2021-05-15 15:37:40.406192  89213.157423499  0.1919       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000521  \n",
       " 3             0.000000  ,\n",
       " 'PNK_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  PNK_USDT 2021-05-15 15:36:59.449017  31616.453851815  0.28494      0.28494   \n",
       " 1  PNK_USDT 2021-05-15 15:37:13.762682  31599.391851815  0.28494      0.28494   \n",
       " 2  PNK_USDT 2021-05-15 15:37:27.148195  31599.391851815  0.28432     -0.00062   \n",
       " 3  PNK_USDT 2021-05-15 15:37:40.406192  31599.391851815  0.28432      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.002181  \n",
       " 3             0.000000  ,\n",
       " 'UST_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  UST_USDT 2021-05-15 15:36:59.449017  118032.48871098  0.9967       0.9967   \n",
       " 1  UST_USDT 2021-05-15 15:37:13.762682  117952.51118273  0.9967       0.9967   \n",
       " 2  UST_USDT 2021-05-15 15:37:27.148195  117952.51118273  0.9967       0.0000   \n",
       " 3  UST_USDT 2021-05-15 15:37:40.406192  117952.51118273  0.9967       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NAX_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  NAX_USDT 2021-05-15 15:36:59.449017  46167646.287076  0.002708   \n",
       " 1  NAX_USDT 2021-05-15 15:37:13.762682  46157455.390065  0.002708   \n",
       " 2  NAX_USDT 2021-05-15 15:37:27.148195  46157455.390065  0.002705   \n",
       " 3  NAX_USDT 2021-05-15 15:37:40.406192  46157455.390065  0.002706   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002708             1.000000  \n",
       " 1     0.002708             1.000000  \n",
       " 2    -0.000003            -0.001109  \n",
       " 3     0.000001             0.000370  ,\n",
       " 'DSLA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DSLA_USDT 2021-05-15 15:36:59.449017  2556172.5743203  0.01173   \n",
       " 1  DSLA_USDT 2021-05-15 15:37:13.762682  2556482.2350493  0.01173   \n",
       " 2  DSLA_USDT 2021-05-15 15:37:27.148195  2556482.2350493  0.01173   \n",
       " 3  DSLA_USDT 2021-05-15 15:37:40.406192  2556482.2350493  0.01173   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01173                  1.0  \n",
       " 1      0.01173                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BU_USDT':     Symbol                  Timestamp           Volume     Price  Price_Delta  \\\n",
       " 0  BU_USDT 2021-05-15 15:36:59.449017  11982934.129554  0.004736     0.004736   \n",
       " 1  BU_USDT 2021-05-15 15:37:13.762682  11955975.575802  0.004736     0.004736   \n",
       " 2  BU_USDT 2021-05-15 15:37:27.148195  11955975.575802  0.004736     0.000000   \n",
       " 3  BU_USDT 2021-05-15 15:37:40.406192  11955975.575802  0.004736     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GRAP_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GRAP_USDT 2021-05-15 15:36:59.449017   377760.9267455  0.2049       0.2049   \n",
       " 1  GRAP_USDT 2021-05-15 15:37:13.762682  377520.92616971  0.2052       0.2052   \n",
       " 2  GRAP_USDT 2021-05-15 15:37:27.148195  377520.92616971  0.2052       0.0000   \n",
       " 3  GRAP_USDT 2021-05-15 15:37:40.406192  377520.92616971  0.2052       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BCHA_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BCHA_USDT 2021-05-15 15:36:59.449017  723.65675300795  35.91        35.91   \n",
       " 1  BCHA_USDT 2021-05-15 15:37:13.762682  723.65675300795  35.91        35.91   \n",
       " 2  BCHA_USDT 2021-05-15 15:37:27.148195  723.80057149434  35.91         0.00   \n",
       " 3  BCHA_USDT 2021-05-15 15:37:40.406192  723.80057149434  35.91         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ATD_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ATD_USDT 2021-05-15 15:36:59.449017  2800.3508344487  4.467        4.467   \n",
       " 1  ATD_USDT 2021-05-15 15:37:13.762682  2799.8977941605  4.467        4.467   \n",
       " 2  ATD_USDT 2021-05-15 15:37:27.148195  2799.8977941605  4.467        0.000   \n",
       " 3  ATD_USDT 2021-05-15 15:37:40.406192  2799.8977941605  4.467        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'JGN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  JGN_USDT 2021-05-15 15:36:59.449017  444144.53271708  3.5517       3.5517   \n",
       " 1  JGN_USDT 2021-05-15 15:37:13.762682  444144.53271708  3.5294       3.5294   \n",
       " 2  JGN_USDT 2021-05-15 15:37:27.148195  444392.68311708  3.5516       0.0222   \n",
       " 3  JGN_USDT 2021-05-15 15:37:40.406192  444392.68311708  3.5516       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.006251  \n",
       " 3             0.000000  ,\n",
       " 'SMTY_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SMTY_USDT 2021-05-15 15:36:59.449017  476433.06865183  0.854        0.854   \n",
       " 1  SMTY_USDT 2021-05-15 15:37:13.762682  476433.06865183  0.854        0.854   \n",
       " 2  SMTY_USDT 2021-05-15 15:37:27.148195  476476.60141183  0.854        0.000   \n",
       " 3  SMTY_USDT 2021-05-15 15:37:40.406192  476476.60141183  0.855        0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00000  \n",
       " 3              0.00117  ,\n",
       " 'BONDED_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BONDED_USDT 2021-05-15 15:36:59.449017  457002.09075349  0.03544   \n",
       " 1  BONDED_USDT 2021-05-15 15:37:13.762682  457002.09075349  0.03544   \n",
       " 2  BONDED_USDT 2021-05-15 15:37:27.148195  457002.09075349  0.03544   \n",
       " 3  BONDED_USDT 2021-05-15 15:37:40.406192  457002.09075349  0.03544   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03544                  1.0  \n",
       " 1      0.03544                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'UNI3S_USDT':        Symbol                  Timestamp      Volume    Price  Price_Delta  \\\n",
       " 0  UNI3S_USDT 2021-05-15 15:36:59.449017  5981.03064  0.31774      0.31774   \n",
       " 1  UNI3S_USDT 2021-05-15 15:37:13.762682  5981.03064  0.31774      0.31774   \n",
       " 2  UNI3S_USDT 2021-05-15 15:37:27.148195  5981.03064  0.31774      0.00000   \n",
       " 3  UNI3S_USDT 2021-05-15 15:37:40.406192  5981.03064  0.31774      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RBC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RBC_USDT 2021-05-15 15:36:59.449017  342308.97222487  0.2249       0.2249   \n",
       " 1  RBC_USDT 2021-05-15 15:37:13.762682  342308.97222487  0.2247       0.2247   \n",
       " 2  RBC_USDT 2021-05-15 15:37:27.148195  342335.68740315  0.2247       0.0000   \n",
       " 3  RBC_USDT 2021-05-15 15:37:40.406192  342335.68740315  0.2247       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ROOM_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ROOM_USDT 2021-05-15 15:36:59.449017  19592.910565115  1.2041       1.2041   \n",
       " 1  ROOM_USDT 2021-05-15 15:37:13.762682  19596.872542808  1.2033       1.2033   \n",
       " 2  ROOM_USDT 2021-05-15 15:37:27.148195  19596.872542808  1.2033       0.0000   \n",
       " 3  ROOM_USDT 2021-05-15 15:37:40.406192  19596.872542808  1.2033       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SHIB_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SHIB_USDT 2021-05-15 15:36:59.449017    6453174321668  0.000017   \n",
       " 1  SHIB_USDT 2021-05-15 15:37:13.762682  6457533933380.3  0.000017   \n",
       " 2  SHIB_USDT 2021-05-15 15:37:27.148195  6457533933380.3  0.000017   \n",
       " 3  SHIB_USDT 2021-05-15 15:37:40.406192  6457533933380.3  0.000017   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  1.723400e-05             1.000000  \n",
       " 1  1.719000e-05             1.000000  \n",
       " 2 -2.500000e-08            -0.001456  \n",
       " 3 -2.800000e-08            -0.001634  ,\n",
       " 'AVA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AVA_USDT 2021-05-15 15:36:59.449017  10720.500508207  4.9828       4.9828   \n",
       " 1  AVA_USDT 2021-05-15 15:37:13.762682  10720.500508207  4.9828       4.9828   \n",
       " 2  AVA_USDT 2021-05-15 15:37:27.148195  10720.500508207  5.0118       0.0290   \n",
       " 3  AVA_USDT 2021-05-15 15:37:40.406192  10720.500508207  4.9949      -0.0169   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.005786  \n",
       " 3            -0.003383  ,\n",
       " 'UNN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  UNN_USDT 2021-05-15 15:36:59.449017  777786.37126109  0.04419      0.04419   \n",
       " 1  UNN_USDT 2021-05-15 15:37:13.762682  777786.37126109  0.04415      0.04415   \n",
       " 2  UNN_USDT 2021-05-15 15:37:27.148195  777786.37126109  0.04415      0.00000   \n",
       " 3  UNN_USDT 2021-05-15 15:37:40.406192  777786.37126109  0.04415      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OAX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OAX_USDT 2021-05-15 15:36:59.449017  33685.365383443  0.2867       0.2867   \n",
       " 1  OAX_USDT 2021-05-15 15:37:13.762682  33706.522352477  0.2882       0.2882   \n",
       " 2  OAX_USDT 2021-05-15 15:37:27.148195  33706.522352477  0.2882       0.0000   \n",
       " 3  OAX_USDT 2021-05-15 15:37:40.406192  33706.522352477  0.2886       0.0004   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001386  ,\n",
       " 'ZIL3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ZIL3L_USDT 2021-05-15 15:36:59.449017  29134.253020428  0.4443   \n",
       " 1  ZIL3L_USDT 2021-05-15 15:37:13.762682  29139.066344069  0.4443   \n",
       " 2  ZIL3L_USDT 2021-05-15 15:37:27.148195  29139.066344069  0.4443   \n",
       " 3  ZIL3L_USDT 2021-05-15 15:37:40.406192  29139.066344069  0.4443   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4443                  1.0  \n",
       " 1       0.4443                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BDP_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BDP_USDT 2021-05-15 15:36:59.449017  193444.78240583  0.817        0.817   \n",
       " 1  BDP_USDT 2021-05-15 15:37:13.762682  193473.39640583  0.817        0.817   \n",
       " 2  BDP_USDT 2021-05-15 15:37:27.148195  193473.39640583  0.817        0.000   \n",
       " 3  BDP_USDT 2021-05-15 15:37:40.406192  193473.39640583  0.816       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001225  ,\n",
       " 'EOS3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  EOS3S_USDT 2021-05-15 15:36:59.449017  8788006.1906574  0.0344   \n",
       " 1  EOS3S_USDT 2021-05-15 15:37:13.762682  8788006.1906574  0.0344   \n",
       " 2  EOS3S_USDT 2021-05-15 15:37:27.148195  8788006.1906574  0.0344   \n",
       " 3  EOS3S_USDT 2021-05-15 15:37:40.406192  8788006.1906574  0.0344   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0344                  1.0  \n",
       " 1       0.0344                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'AMP_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  AMP_USDT 2021-05-15 15:36:59.449017  573211.63173069  0.06359      0.06359   \n",
       " 1  AMP_USDT 2021-05-15 15:37:13.762682  573211.63173069  0.06359      0.06359   \n",
       " 2  AMP_USDT 2021-05-15 15:37:27.148195  573211.63173069  0.06369      0.00010   \n",
       " 3  AMP_USDT 2021-05-15 15:37:40.406192  573211.63173069  0.06369      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00157  \n",
       " 3              0.00000  ,\n",
       " 'DOT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DOT_USDT 2021-05-15 15:36:59.449017  4594521.4913967  46.390       46.390   \n",
       " 1  DOT_USDT 2021-05-15 15:37:13.762682  4594521.4913967  46.462       46.462   \n",
       " 2  DOT_USDT 2021-05-15 15:37:27.148195  4592594.1977335  46.509        0.047   \n",
       " 3  DOT_USDT 2021-05-15 15:37:40.406192  4592594.1977335  46.441       -0.068   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001011  \n",
       " 3            -0.001464  ,\n",
       " 'DORA_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DORA_USDT 2021-05-15 15:36:59.449017  13577.360675472  20.33        20.33   \n",
       " 1  DORA_USDT 2021-05-15 15:37:13.762682  13564.653875472  20.33        20.33   \n",
       " 2  DORA_USDT 2021-05-15 15:37:27.148195  13564.653875472  20.33         0.00   \n",
       " 3  DORA_USDT 2021-05-15 15:37:40.406192  13564.653875472  20.33         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SPA_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  SPA_USDT 2021-05-15 15:36:59.449017  503311.30432055  0.02198      0.02198   \n",
       " 1  SPA_USDT 2021-05-15 15:37:13.762682  503243.22140898  0.02198      0.02198   \n",
       " 2  SPA_USDT 2021-05-15 15:37:27.148195  503243.22140898  0.02198      0.00000   \n",
       " 3  SPA_USDT 2021-05-15 15:37:40.406192  503243.22140898  0.02198      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DPY_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DPY_USDT 2021-05-15 15:36:59.449017   2336045.725989  0.017759   \n",
       " 1  DPY_USDT 2021-05-15 15:37:13.762682  2337133.0478916  0.017759   \n",
       " 2  DPY_USDT 2021-05-15 15:37:27.148195  2337133.0478916  0.017759   \n",
       " 3  DPY_USDT 2021-05-15 15:37:40.406192  2337133.0478916  0.017759   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.017759                  1.0  \n",
       " 1     0.017759                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'XMC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XMC_USDT 2021-05-15 15:36:59.449017  41970.728703548  1.0234       1.0234   \n",
       " 1  XMC_USDT 2021-05-15 15:37:13.762682  41970.728703548  1.0234       1.0234   \n",
       " 2  XMC_USDT 2021-05-15 15:37:27.148195   41975.02430894  1.0226      -0.0008   \n",
       " 3  XMC_USDT 2021-05-15 15:37:40.406192   41975.02430894  1.0226       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000782  \n",
       " 3             0.000000  ,\n",
       " 'HT_USDT':     Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  HT_USDT 2021-05-15 15:36:59.449017  912345.11314061  32.7968      32.7968   \n",
       " 1  HT_USDT 2021-05-15 15:37:13.762682  912345.11314061  32.7720      32.7720   \n",
       " 2  HT_USDT 2021-05-15 15:37:27.148195  912345.11314061  32.7972       0.0252   \n",
       " 3  HT_USDT 2021-05-15 15:37:40.406192  911837.05245015  32.8217       0.0245   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000768  \n",
       " 3             0.000746  ,\n",
       " 'RED_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  RED_USDT 2021-05-15 15:36:59.449017  12966934.427606  0.013215   \n",
       " 1  RED_USDT 2021-05-15 15:37:13.762682  12967021.082006  0.013224   \n",
       " 2  RED_USDT 2021-05-15 15:37:27.148195  12967021.082006  0.013224   \n",
       " 3  RED_USDT 2021-05-15 15:37:40.406192  12967021.082006  0.013224   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.013215                  1.0  \n",
       " 1     0.013224                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'KAVA3S_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  KAVA3S_USDT 2021-05-15 15:36:59.449017  212399.9917142  0.1196   \n",
       " 1  KAVA3S_USDT 2021-05-15 15:37:13.762682  212399.9917142  0.1196   \n",
       " 2  KAVA3S_USDT 2021-05-15 15:37:27.148195  212399.9917142  0.1196   \n",
       " 3  KAVA3S_USDT 2021-05-15 15:37:40.406192  212399.9917142  0.1196   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1196                  1.0  \n",
       " 1       0.1196                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'IOTX_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  IOTX_USDT 2021-05-15 15:36:59.449017  1010621.8124349  0.043807   \n",
       " 1  IOTX_USDT 2021-05-15 15:37:13.762682  1010740.5530281  0.044331   \n",
       " 2  IOTX_USDT 2021-05-15 15:37:27.148195  1010740.5530281  0.044331   \n",
       " 3  IOTX_USDT 2021-05-15 15:37:40.406192  1010740.5530281  0.043999   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.043807             1.000000  \n",
       " 1     0.044331             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000332            -0.007546  ,\n",
       " 'DX_USDT':     Symbol                  Timestamp           Volume     Price  Price_Delta  \\\n",
       " 0  DX_USDT 2021-05-15 15:36:59.449017  53135147.498147  0.001861     0.001861   \n",
       " 1  DX_USDT 2021-05-15 15:37:13.762682  53135147.498147  0.001861     0.001861   \n",
       " 2  DX_USDT 2021-05-15 15:37:27.148195  53135147.498147  0.001861     0.000000   \n",
       " 3  DX_USDT 2021-05-15 15:37:40.406192  53135147.498147  0.001861     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALGO3S_USDT':         Symbol                  Timestamp       Volume     Price  Price_Delta  \\\n",
       " 0  ALGO3S_USDT 2021-05-15 15:36:59.449017  14250.78142  0.206788     0.206788   \n",
       " 1  ALGO3S_USDT 2021-05-15 15:37:13.762682  14250.78142  0.206788     0.206788   \n",
       " 2  ALGO3S_USDT 2021-05-15 15:37:27.148195  14250.78142  0.206788     0.000000   \n",
       " 3  ALGO3S_USDT 2021-05-15 15:37:40.406192  14250.78142  0.206788     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BCH_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BCH_USDT 2021-05-15 15:36:59.449017  58637.097052156  1226.60      1226.60   \n",
       " 1  BCH_USDT 2021-05-15 15:37:13.762682  58637.097052156  1225.80      1225.80   \n",
       " 2  BCH_USDT 2021-05-15 15:37:27.148195  58637.097052156  1227.45         1.65   \n",
       " 3  BCH_USDT 2021-05-15 15:37:40.406192   58604.46232834  1227.52         0.07   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001344  \n",
       " 3             0.000057  ,\n",
       " 'LBA_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LBA_USDT 2021-05-15 15:36:59.449017  7475175.5780369  0.006132   \n",
       " 1  LBA_USDT 2021-05-15 15:37:13.762682  7475175.5780369  0.006132   \n",
       " 2  LBA_USDT 2021-05-15 15:37:27.148195  7473438.3667548  0.006132   \n",
       " 3  LBA_USDT 2021-05-15 15:37:40.406192  7473438.3667548  0.006132   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006132                  1.0  \n",
       " 1     0.006132                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'DUSK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DUSK_USDT 2021-05-15 15:36:59.449017  242686.21821418  0.2083       0.2083   \n",
       " 1  DUSK_USDT 2021-05-15 15:37:13.762682  242498.11445575  0.2083       0.2083   \n",
       " 2  DUSK_USDT 2021-05-15 15:37:27.148195  242498.11445575  0.2083       0.0000   \n",
       " 3  DUSK_USDT 2021-05-15 15:37:40.406192  242498.11445575  0.2083       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BUSY_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BUSY_USDT 2021-05-15 15:36:59.449017  1344074.3313582  0.17970   \n",
       " 1  BUSY_USDT 2021-05-15 15:37:13.762682  1344074.3313582  0.17970   \n",
       " 2  BUSY_USDT 2021-05-15 15:37:27.148195  1344097.6219182  0.17970   \n",
       " 3  BUSY_USDT 2021-05-15 15:37:40.406192  1344097.6219182  0.17923   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.17970             1.000000  \n",
       " 1      0.17970             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00047            -0.002622  ,\n",
       " 'GLQ_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  GLQ_USDT 2021-05-15 15:36:59.449017  2566068.1545019  0.06456      0.06456   \n",
       " 1  GLQ_USDT 2021-05-15 15:37:13.762682  2565387.4965019  0.06456      0.06456   \n",
       " 2  GLQ_USDT 2021-05-15 15:37:27.148195  2565387.4965019  0.06453     -0.00003   \n",
       " 3  GLQ_USDT 2021-05-15 15:37:40.406192  2565387.4965019  0.06453      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000465  \n",
       " 3             0.000000  ,\n",
       " 'DVP_USDT':      Symbol                  Timestamp          Volume    Price  Price_Delta  \\\n",
       " 0  DVP_USDT 2021-05-15 15:36:59.449017  4530826.610477  0.03407      0.03407   \n",
       " 1  DVP_USDT 2021-05-15 15:37:13.762682  4530826.610477  0.03407      0.03407   \n",
       " 2  DVP_USDT 2021-05-15 15:37:27.148195  4457218.898477  0.03470      0.00063   \n",
       " 3  DVP_USDT 2021-05-15 15:37:40.406192  4457218.898477  0.03470      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.018156  \n",
       " 3             0.000000  ,\n",
       " 'GTC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  GTC_USDT 2021-05-15 15:36:59.449017  24256220.884127  0.008812   \n",
       " 1  GTC_USDT 2021-05-15 15:37:13.762682  24259326.556127  0.008800   \n",
       " 2  GTC_USDT 2021-05-15 15:37:27.148195  24259326.556127  0.008772   \n",
       " 3  GTC_USDT 2021-05-15 15:37:40.406192  24259326.556127  0.008772   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.008812             1.000000  \n",
       " 1     0.008800             1.000000  \n",
       " 2    -0.000028            -0.003192  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'EOS3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  EOS3L_USDT 2021-05-15 15:36:59.449017  1274370.3234049  0.05919   \n",
       " 1  EOS3L_USDT 2021-05-15 15:37:13.762682  1274370.3234049  0.05919   \n",
       " 2  EOS3L_USDT 2021-05-15 15:37:27.148195  1274370.3234049  0.05919   \n",
       " 3  EOS3L_USDT 2021-05-15 15:37:40.406192  1274315.6291925  0.05919   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.05919                  1.0  \n",
       " 1      0.05919                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'STBU_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  STBU_USDT 2021-05-15 15:36:59.449017  566224.92854218  0.13516   \n",
       " 1  STBU_USDT 2021-05-15 15:37:13.762682  566224.92854218  0.13516   \n",
       " 2  STBU_USDT 2021-05-15 15:37:27.148195  566234.74880689  0.13515   \n",
       " 3  STBU_USDT 2021-05-15 15:37:40.406192  566234.74880689  0.13515   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.13516             1.000000  \n",
       " 1      0.13516             1.000000  \n",
       " 2     -0.00001            -0.000074  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'BUSD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BUSD_USDT 2021-05-15 15:36:59.449017  639084.02408891  0.9982       0.9982   \n",
       " 1  BUSD_USDT 2021-05-15 15:37:13.762682  639084.94964891  0.9982       0.9982   \n",
       " 2  BUSD_USDT 2021-05-15 15:37:27.148195  639084.94964891  0.9982       0.0000   \n",
       " 3  BUSD_USDT 2021-05-15 15:37:40.406192  639084.94964891  0.9987       0.0005   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000501  ,\n",
       " 'PUNDIX_USDT':         Symbol                  Timestamp           Volume  Price  \\\n",
       " 0  PUNDIX_USDT 2021-05-15 15:36:59.449017  29607.994719538  2.423   \n",
       " 1  PUNDIX_USDT 2021-05-15 15:37:13.762682  29607.994719538  2.423   \n",
       " 2  PUNDIX_USDT 2021-05-15 15:37:27.148195  29608.220425947  2.423   \n",
       " 3  PUNDIX_USDT 2021-05-15 15:37:40.406192  29608.220425947  2.423   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0        2.423                  1.0  \n",
       " 1        2.423                  1.0  \n",
       " 2        0.000                  0.0  \n",
       " 3        0.000                  0.0  ,\n",
       " 'VET3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  VET3L_USDT 2021-05-15 15:36:59.449017  2829.5897932814  8.9023   \n",
       " 1  VET3L_USDT 2021-05-15 15:37:13.762682  2829.5897932814  8.8864   \n",
       " 2  VET3L_USDT 2021-05-15 15:37:27.148195  2829.5897932814  8.8864   \n",
       " 3  VET3L_USDT 2021-05-15 15:37:40.406192  2829.5897932814  8.8864   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       8.9023                  1.0  \n",
       " 1       8.8864                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " '1INCH3L_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  1INCH3L_USDT 2021-05-15 15:36:59.449017  34375.929673315  0.1357   \n",
       " 1  1INCH3L_USDT 2021-05-15 15:37:13.762682  34375.929673315  0.1357   \n",
       " 2  1INCH3L_USDT 2021-05-15 15:37:27.148195  34375.929673315  0.1357   \n",
       " 3  1INCH3L_USDT 2021-05-15 15:37:40.406192  34375.929673315  0.1357   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1357                  1.0  \n",
       " 1       0.1357                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'REN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  REN_USDT 2021-05-15 15:36:59.449017  157579.28293639  0.8127       0.8127   \n",
       " 1  REN_USDT 2021-05-15 15:37:13.762682  157579.28293639  0.8137       0.8137   \n",
       " 2  REN_USDT 2021-05-15 15:37:27.148195  157579.28293639  0.8137       0.0000   \n",
       " 3  REN_USDT 2021-05-15 15:37:40.406192  156657.66973639  0.8137       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TAI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  TAI_USDT 2021-05-15 15:36:59.449017  37095.281349723  0.909        0.909   \n",
       " 1  TAI_USDT 2021-05-15 15:37:13.762682  37080.010253517  0.909        0.909   \n",
       " 2  TAI_USDT 2021-05-15 15:37:27.148195  37080.010253517  0.908       -0.001   \n",
       " 3  TAI_USDT 2021-05-15 15:37:40.406192  37080.010253517  0.908        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001101  \n",
       " 3             0.000000  ,\n",
       " 'HORD_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  HORD_USDT 2021-05-15 15:36:59.449017  545530.72235774  0.90653   \n",
       " 1  HORD_USDT 2021-05-15 15:37:13.762682  545530.72235774  0.90657   \n",
       " 2  HORD_USDT 2021-05-15 15:37:27.148195   545610.3297495  0.90657   \n",
       " 3  HORD_USDT 2021-05-15 15:37:40.406192   545610.3297495  0.90656   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.90653             1.000000  \n",
       " 1      0.90657             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00001            -0.000011  ,\n",
       " 'CDT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CDT_USDT 2021-05-15 15:36:59.449017  462955.81747482  0.0325       0.0325   \n",
       " 1  CDT_USDT 2021-05-15 15:37:13.762682  463024.91366582  0.0325       0.0325   \n",
       " 2  CDT_USDT 2021-05-15 15:37:27.148195  463024.91366582  0.0325       0.0000   \n",
       " 3  CDT_USDT 2021-05-15 15:37:40.406192  463024.91366582  0.0325       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RVN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  RVN_USDT 2021-05-15 15:36:59.449017  4118486.8629684  0.15132      0.15132   \n",
       " 1  RVN_USDT 2021-05-15 15:37:13.762682  4118486.8629684  0.15132      0.15132   \n",
       " 2  RVN_USDT 2021-05-15 15:37:27.148195  4118486.8629684  0.15132      0.00000   \n",
       " 3  RVN_USDT 2021-05-15 15:37:40.406192  4118496.5661043  0.15148      0.00016   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001056  ,\n",
       " 'COMP3S_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  COMP3S_USDT 2021-05-15 15:36:59.449017    413828.661302  0.05523   \n",
       " 1  COMP3S_USDT 2021-05-15 15:37:13.762682    413828.661302  0.05523   \n",
       " 2  COMP3S_USDT 2021-05-15 15:37:27.148195    413828.661302  0.05525   \n",
       " 3  COMP3S_USDT 2021-05-15 15:37:40.406192  413519.37671344  0.05525   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.05523             1.000000  \n",
       " 1      0.05523             1.000000  \n",
       " 2      0.00002             0.000362  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'MCO_USDT':      Symbol                  Timestamp Volume   Price Price_Delta  \\\n",
       " 0  MCO_USDT 2021-05-15 15:36:59.449017      0       0           0   \n",
       " 1  MCO_USDT 2021-05-15 15:37:13.762682      0       0           0   \n",
       " 2  MCO_USDT 2021-05-15 15:37:27.148195      0  0.6057      0.6057   \n",
       " 3  MCO_USDT 2021-05-15 15:37:40.406192      0  0.6057         0.0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                 1.0  \n",
       " 3                 0.0  ,\n",
       " 'BSCPAD_USDT':         Symbol                  Timestamp           Volume  Price  \\\n",
       " 0  BSCPAD_USDT 2021-05-15 15:36:59.449017  148411.43328128  1.847   \n",
       " 1  BSCPAD_USDT 2021-05-15 15:37:13.762682  148411.43328128  1.847   \n",
       " 2  BSCPAD_USDT 2021-05-15 15:37:27.148195  148415.74608128  1.847   \n",
       " 3  BSCPAD_USDT 2021-05-15 15:37:40.406192  148415.74608128  1.847   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0        1.847                  1.0  \n",
       " 1        1.847                  1.0  \n",
       " 2        0.000                  0.0  \n",
       " 3        0.000                  0.0  ,\n",
       " 'YFI_USDT':      Symbol                  Timestamp        Volume     Price  Price_Delta  \\\n",
       " 0  YFI_USDT 2021-05-15 15:36:59.449017  8.2782340224  71659.74     71659.74   \n",
       " 1  YFI_USDT 2021-05-15 15:37:13.762682  8.2782340224  71659.74     71659.74   \n",
       " 2  YFI_USDT 2021-05-15 15:37:27.148195  8.2782340224  71659.74         0.00   \n",
       " 3  YFI_USDT 2021-05-15 15:37:40.406192  8.2782340224  71659.74         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'IHT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  IHT_USDT 2021-05-15 15:36:59.449017  20431612.768705  0.001644   \n",
       " 1  IHT_USDT 2021-05-15 15:37:13.762682  20438396.375531  0.001644   \n",
       " 2  IHT_USDT 2021-05-15 15:37:27.148195  20438396.375531  0.001644   \n",
       " 3  IHT_USDT 2021-05-15 15:37:40.406192  20438396.375531  0.001642   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.001644             1.000000  \n",
       " 1     0.001644             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000001            -0.000913  ,\n",
       " 'LTC3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LTC3L_USDT 2021-05-15 15:36:59.449017  103537.28298535  0.4195   \n",
       " 1  LTC3L_USDT 2021-05-15 15:37:13.762682  103585.11453609  0.4195   \n",
       " 2  LTC3L_USDT 2021-05-15 15:37:27.148195  103585.11453609  0.4228   \n",
       " 3  LTC3L_USDT 2021-05-15 15:37:40.406192  103585.11453609  0.4228   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4195             1.000000  \n",
       " 1       0.4195             1.000000  \n",
       " 2       0.0033             0.007805  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'FIL6_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIL6_USDT 2021-05-15 15:36:59.449017  421.60922423169  116.76       116.76   \n",
       " 1  FIL6_USDT 2021-05-15 15:37:13.762682   421.6535841425  116.76       116.76   \n",
       " 2  FIL6_USDT 2021-05-15 15:37:27.148195   421.6535841425  116.76         0.00   \n",
       " 3  FIL6_USDT 2021-05-15 15:37:40.406192   421.6535841425  116.76         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FAST_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FAST_USDT 2021-05-15 15:36:59.449017  3889.4920940255  7.447        7.447   \n",
       " 1  FAST_USDT 2021-05-15 15:37:13.762682  3888.2406978803  7.447        7.447   \n",
       " 2  FAST_USDT 2021-05-15 15:37:27.148195  3888.2406978803  7.447        0.000   \n",
       " 3  FAST_USDT 2021-05-15 15:37:40.406192  3888.2406978803  7.447        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BNB3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BNB3S_USDT 2021-05-15 15:36:59.449017  377698.78056796  0.1137   \n",
       " 1  BNB3S_USDT 2021-05-15 15:37:13.762682  377698.78056796  0.1137   \n",
       " 2  BNB3S_USDT 2021-05-15 15:37:27.148195  377547.03654444  0.1137   \n",
       " 3  BNB3S_USDT 2021-05-15 15:37:40.406192  377547.03654444  0.1137   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1137                  1.0  \n",
       " 1       0.1137                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BTM3L_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BTM3L_USDT 2021-05-15 15:36:59.449017  25807.459736911  1.047        1.047   \n",
       " 1  BTM3L_USDT 2021-05-15 15:37:13.762682  25819.948324709  1.047        1.047   \n",
       " 2  BTM3L_USDT 2021-05-15 15:37:27.148195  25819.948324709  1.047        0.000   \n",
       " 3  BTM3L_USDT 2021-05-15 15:37:40.406192  25819.948324709  1.047        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MET_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MET_USDT 2021-05-15 15:36:59.449017  9514.3581914311  5.0892       5.0892   \n",
       " 1  MET_USDT 2021-05-15 15:37:13.762682  9510.9091126726  5.0892       5.0892   \n",
       " 2  MET_USDT 2021-05-15 15:37:27.148195  9510.9091126726  5.0892       0.0000   \n",
       " 3  MET_USDT 2021-05-15 15:37:40.406192  9510.9091126726  5.0620      -0.0272   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.005373  ,\n",
       " 'SFP_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SFP_USDT 2021-05-15 15:36:59.449017  37131.510962659  1.989        1.989   \n",
       " 1  SFP_USDT 2021-05-15 15:37:13.762682  35240.481426339  1.989        1.989   \n",
       " 2  SFP_USDT 2021-05-15 15:37:27.148195  35240.481426339  1.989        0.000   \n",
       " 3  SFP_USDT 2021-05-15 15:37:40.406192  35240.481426339  1.989        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SWTH_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SWTH_USDT 2021-05-15 15:36:59.449017  562634.41071392  0.04993   \n",
       " 1  SWTH_USDT 2021-05-15 15:37:13.762682  562854.60660933  0.04993   \n",
       " 2  SWTH_USDT 2021-05-15 15:37:27.148195  562854.60660933  0.04993   \n",
       " 3  SWTH_USDT 2021-05-15 15:37:40.406192  562854.60660933  0.05179   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04993             1.000000  \n",
       " 1      0.04993             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00186             0.035914  ,\n",
       " 'MRCH_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MRCH_USDT 2021-05-15 15:36:59.449017  149733.88974232  0.4790       0.4790   \n",
       " 1  MRCH_USDT 2021-05-15 15:37:13.762682  149733.88974232  0.4749       0.4749   \n",
       " 2  MRCH_USDT 2021-05-15 15:37:27.148195  149815.26047298  0.4749       0.0000   \n",
       " 3  MRCH_USDT 2021-05-15 15:37:40.406192  149815.26047298  0.4749       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TRX3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  TRX3S_USDT 2021-05-15 15:36:59.449017  66841.079530445  0.2584   \n",
       " 1  TRX3S_USDT 2021-05-15 15:37:13.762682  66841.079530445  0.2584   \n",
       " 2  TRX3S_USDT 2021-05-15 15:37:27.148195  66841.079530445  0.2584   \n",
       " 3  TRX3S_USDT 2021-05-15 15:37:40.406192  66841.079530445  0.2584   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2584                  1.0  \n",
       " 1       0.2584                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'LSK_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  LSK_USDT 2021-05-15 15:36:59.449017  21899.29792845  6.8627       6.8627   \n",
       " 1  LSK_USDT 2021-05-15 15:37:13.762682  21899.29792845  6.8662       6.8662   \n",
       " 2  LSK_USDT 2021-05-15 15:37:27.148195  21899.29792845  6.8662       0.0000   \n",
       " 3  LSK_USDT 2021-05-15 15:37:40.406192  21899.29792845  6.8662       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BLZ_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BLZ_USDT 2021-05-15 15:36:59.449017  1868715.5490684  0.4429       0.4429   \n",
       " 1  BLZ_USDT 2021-05-15 15:37:13.762682  1868715.5490684  0.4429       0.4429   \n",
       " 2  BLZ_USDT 2021-05-15 15:37:27.148195  1868715.5490684  0.4429       0.0000   \n",
       " 3  BLZ_USDT 2021-05-15 15:37:40.406192  1868381.8710684  0.4429       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SYLO_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SYLO_USDT 2021-05-15 15:36:59.449017  8280063.9200175  0.010192   \n",
       " 1  SYLO_USDT 2021-05-15 15:37:13.762682  8281493.9695576  0.010192   \n",
       " 2  SYLO_USDT 2021-05-15 15:37:27.148195  8281493.9695576  0.010096   \n",
       " 3  SYLO_USDT 2021-05-15 15:37:40.406192  8281493.9695576  0.010096   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.010192             1.000000  \n",
       " 1     0.010192             1.000000  \n",
       " 2    -0.000096            -0.009509  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'XLM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XLM_USDT 2021-05-15 15:36:59.449017  3327487.2571724  0.6845       0.6845   \n",
       " 1  XLM_USDT 2021-05-15 15:37:13.762682  3324675.1726742  0.6843       0.6843   \n",
       " 2  XLM_USDT 2021-05-15 15:37:27.148195  3324675.1726742  0.6843       0.0000   \n",
       " 3  XLM_USDT 2021-05-15 15:37:40.406192  3324675.1726742  0.6843       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DEGO_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DEGO_USDT 2021-05-15 15:36:59.449017  31599.182781129  10.9446   \n",
       " 1  DEGO_USDT 2021-05-15 15:37:13.762682  31599.182781129  11.0030   \n",
       " 2  DEGO_USDT 2021-05-15 15:37:27.148195  31456.644586929  11.0030   \n",
       " 3  DEGO_USDT 2021-05-15 15:37:40.406192  31456.644586929  10.9808   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      10.9446             1.000000  \n",
       " 1      11.0030             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0222            -0.002022  ,\n",
       " 'RAM_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  RAM_USDT 2021-05-15 15:36:59.449017   151804.8798805  0.31432      0.31432   \n",
       " 1  RAM_USDT 2021-05-15 15:37:13.762682  151669.90815025  0.31432      0.31432   \n",
       " 2  RAM_USDT 2021-05-15 15:37:27.148195  151669.90815025  0.31571      0.00139   \n",
       " 3  RAM_USDT 2021-05-15 15:37:40.406192  151669.90815025  0.31571      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.004403  \n",
       " 3             0.000000  ,\n",
       " 'FRA_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  FRA_USDT 2021-05-15 15:36:59.449017  5267038.1173005  0.03280      0.03280   \n",
       " 1  FRA_USDT 2021-05-15 15:37:13.762682  5266274.2477005  0.03280      0.03280   \n",
       " 2  FRA_USDT 2021-05-15 15:37:27.148195  5266274.2477005  0.03278     -0.00002   \n",
       " 3  FRA_USDT 2021-05-15 15:37:40.406192  5266274.2477005  0.03278      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2             -0.00061  \n",
       " 3              0.00000  ,\n",
       " 'MANA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MANA_USDT 2021-05-15 15:36:59.449017  198436.88789677  1.2421       1.2421   \n",
       " 1  MANA_USDT 2021-05-15 15:37:13.762682  198436.88789677  1.2421       1.2421   \n",
       " 2  MANA_USDT 2021-05-15 15:37:27.148195  198234.64447334  1.2421       0.0000   \n",
       " 3  MANA_USDT 2021-05-15 15:37:40.406192  198234.64447334  1.2416      -0.0005   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000403  ,\n",
       " 'HT3S_USDT':       Symbol                  Timestamp         Volume    Price  Price_Delta  \\\n",
       " 0  HT3S_USDT 2021-05-15 15:36:59.449017  353650.326105  0.01633      0.01633   \n",
       " 1  HT3S_USDT 2021-05-15 15:37:13.762682  353650.326105  0.01633      0.01633   \n",
       " 2  HT3S_USDT 2021-05-15 15:37:27.148195  353650.326105  0.01633      0.00000   \n",
       " 3  HT3S_USDT 2021-05-15 15:37:40.406192  353650.326105  0.01633      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HBAR_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  HBAR_USDT 2021-05-15 15:36:59.449017  1531799.1490152  0.31002   \n",
       " 1  HBAR_USDT 2021-05-15 15:37:13.762682  1531799.1490152  0.31002   \n",
       " 2  HBAR_USDT 2021-05-15 15:37:27.148195  1531762.7662152  0.31002   \n",
       " 3  HBAR_USDT 2021-05-15 15:37:40.406192  1531762.7662152  0.31002   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.31002                  1.0  \n",
       " 1      0.31002                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'XRP5S_USDT':        Symbol                  Timestamp          Volume     Price  \\\n",
       " 0  XRP5S_USDT 2021-05-15 15:36:59.449017  560997.8378043  0.689699   \n",
       " 1  XRP5S_USDT 2021-05-15 15:37:13.762682  560997.8378043  0.689699   \n",
       " 2  XRP5S_USDT 2021-05-15 15:37:27.148195  560997.8378043  0.689699   \n",
       " 3  XRP5S_USDT 2021-05-15 15:37:40.406192  560997.8378043  0.689699   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.689699                  1.0  \n",
       " 1     0.689699                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'SLM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SLM_USDT 2021-05-15 15:36:59.449017  9872.9731640983  5.1899       5.1899   \n",
       " 1  SLM_USDT 2021-05-15 15:37:13.762682  9841.9683681773  5.1899       5.1899   \n",
       " 2  SLM_USDT 2021-05-15 15:37:27.148195  9841.9683681773  5.1923       0.0024   \n",
       " 3  SLM_USDT 2021-05-15 15:37:40.406192  9841.9683681773  5.1923       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000462  \n",
       " 3             0.000000  ,\n",
       " 'MBL_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MBL_USDT 2021-05-15 15:36:59.449017  6981527.0044823  0.012352   \n",
       " 1  MBL_USDT 2021-05-15 15:37:13.762682  6982129.8649123  0.012352   \n",
       " 2  MBL_USDT 2021-05-15 15:37:27.148195  6982129.8649123  0.012352   \n",
       " 3  MBL_USDT 2021-05-15 15:37:40.406192  6982129.8649123  0.012352   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.012352                  1.0  \n",
       " 1     0.012352                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'SRM3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SRM3L_USDT 2021-05-15 15:36:59.449017  8357.9753023683  2.7406   \n",
       " 1  SRM3L_USDT 2021-05-15 15:37:13.762682  8357.9753023683  2.7577   \n",
       " 2  SRM3L_USDT 2021-05-15 15:37:27.148195  8359.7411471884  2.7577   \n",
       " 3  SRM3L_USDT 2021-05-15 15:37:40.406192  8359.7411471884  2.7577   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.7406                  1.0  \n",
       " 1       2.7577                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'CONV_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  CONV_USDT 2021-05-15 15:36:59.449017  1628936.6466215  0.08467   \n",
       " 1  CONV_USDT 2021-05-15 15:37:13.762682  1628976.9750215  0.08467   \n",
       " 2  CONV_USDT 2021-05-15 15:37:27.148195  1628976.9750215  0.08467   \n",
       " 3  CONV_USDT 2021-05-15 15:37:40.406192  1628976.9750215  0.08467   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.08467                  1.0  \n",
       " 1      0.08467                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'CUDOS_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  CUDOS_USDT 2021-05-15 15:36:59.449017  1956556.175708  0.04492   \n",
       " 1  CUDOS_USDT 2021-05-15 15:37:13.762682  1956556.175708  0.04492   \n",
       " 2  CUDOS_USDT 2021-05-15 15:37:27.148195  1956556.175708  0.04492   \n",
       " 3  CUDOS_USDT 2021-05-15 15:37:40.406192  1956556.175708  0.04492   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04492                  1.0  \n",
       " 1      0.04492                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ONT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ONT_USDT 2021-05-15 15:36:59.449017  4180410.3518479  2.0689       2.0689   \n",
       " 1  ONT_USDT 2021-05-15 15:37:13.762682  4180410.3518479  2.0739       2.0739   \n",
       " 2  ONT_USDT 2021-05-15 15:37:27.148195  4180185.0775807  2.0731      -0.0008   \n",
       " 3  ONT_USDT 2021-05-15 15:37:40.406192  4180185.0775807  2.0736       0.0005   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000386  \n",
       " 3             0.000241  ,\n",
       " 'ADA3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ADA3S_USDT 2021-05-15 15:36:59.449017  140401.85924562  0.1331   \n",
       " 1  ADA3S_USDT 2021-05-15 15:37:13.762682  139817.97581693  0.1331   \n",
       " 2  ADA3S_USDT 2021-05-15 15:37:27.148195  139817.97581693  0.1331   \n",
       " 3  ADA3S_USDT 2021-05-15 15:37:40.406192  139817.97581693  0.1331   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1331                  1.0  \n",
       " 1       0.1331                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'UMB_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  UMB_USDT 2021-05-15 15:36:59.449017  262958.71191508  0.63585      0.63585   \n",
       " 1  UMB_USDT 2021-05-15 15:37:13.762682  262747.91871508  0.63585      0.63585   \n",
       " 2  UMB_USDT 2021-05-15 15:37:27.148195  262747.91871508  0.63585      0.00000   \n",
       " 3  UMB_USDT 2021-05-15 15:37:40.406192  262747.91871508  0.63615      0.00030   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000472  ,\n",
       " 'MIS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MIS_USDT 2021-05-15 15:36:59.449017  15314.354324811  2.702        2.702   \n",
       " 1  MIS_USDT 2021-05-15 15:37:13.762682  15312.448499781  2.702        2.702   \n",
       " 2  MIS_USDT 2021-05-15 15:37:27.148195  15312.448499781  2.702        0.000   \n",
       " 3  MIS_USDT 2021-05-15 15:37:40.406192  15312.448499781  2.702        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XTZ_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XTZ_USDT 2021-05-15 15:36:59.449017  334007.30688206  6.0778       6.0778   \n",
       " 1  XTZ_USDT 2021-05-15 15:37:13.762682  334007.30688206  6.0778       6.0778   \n",
       " 2  XTZ_USDT 2021-05-15 15:37:27.148195  333708.87408206  6.0778       0.0000   \n",
       " 3  XTZ_USDT 2021-05-15 15:37:40.406192  333708.87408206  6.0778       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GNX_USDT':      Symbol                  Timestamp         Volume    Price  Price_Delta  \\\n",
       " 0  GNX_USDT 2021-05-15 15:36:59.449017  2504263.32675  0.04805      0.04805   \n",
       " 1  GNX_USDT 2021-05-15 15:37:13.762682  2503247.77635  0.04805      0.04805   \n",
       " 2  GNX_USDT 2021-05-15 15:37:27.148195  2503247.77635  0.04805      0.00000   \n",
       " 3  GNX_USDT 2021-05-15 15:37:40.406192  2503247.77635  0.04805      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FLY_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  FLY_USDT 2021-05-15 15:36:59.449017  5875340.1147594  0.13916      0.13916   \n",
       " 1  FLY_USDT 2021-05-15 15:37:13.762682  5875363.8207594  0.13916      0.13916   \n",
       " 2  FLY_USDT 2021-05-15 15:37:27.148195  5875363.8207594  0.13916      0.00000   \n",
       " 3  FLY_USDT 2021-05-15 15:37:40.406192  5875363.8207594  0.13916      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GDAO_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  GDAO_USDT 2021-05-15 15:36:59.449017  14553.044116572  1.875        1.875   \n",
       " 1  GDAO_USDT 2021-05-15 15:37:13.762682  14544.698421965  1.875        1.875   \n",
       " 2  GDAO_USDT 2021-05-15 15:37:27.148195  14544.698421965  1.875        0.000   \n",
       " 3  GDAO_USDT 2021-05-15 15:37:40.406192  14544.698421965  1.875        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'EOSDAC_USDT':         Symbol                  Timestamp            Volume     Price  \\\n",
       " 0  EOSDAC_USDT 2021-05-15 15:36:59.449017  1348942.34012888  0.005015   \n",
       " 1  EOSDAC_USDT 2021-05-15 15:37:13.762682  1348942.34012888  0.005015   \n",
       " 2  EOSDAC_USDT 2021-05-15 15:37:27.148195  1348942.34012888  0.005015   \n",
       " 3  EOSDAC_USDT 2021-05-15 15:37:40.406192  1348942.34012888  0.005015   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.005015                  1.0  \n",
       " 1     0.005015                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'FIL3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  FIL3S_USDT 2021-05-15 15:36:59.449017  29590.561889685  1.5423   \n",
       " 1  FIL3S_USDT 2021-05-15 15:37:13.762682  29590.561889685  1.5423   \n",
       " 2  FIL3S_USDT 2021-05-15 15:37:27.148195  29590.561889685  1.5423   \n",
       " 3  FIL3S_USDT 2021-05-15 15:37:40.406192  29590.561889685  1.5453   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.5423             1.000000  \n",
       " 1       1.5423             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.0030             0.001941  ,\n",
       " 'ALPACA_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ALPACA_USDT 2021-05-15 15:36:59.449017  199202.25863974  1.7727   \n",
       " 1  ALPACA_USDT 2021-05-15 15:37:13.762682  199201.75583974  1.7727   \n",
       " 2  ALPACA_USDT 2021-05-15 15:37:27.148195  199201.75583974  1.7727   \n",
       " 3  ALPACA_USDT 2021-05-15 15:37:40.406192  199201.75583974  1.7727   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.7727                  1.0  \n",
       " 1       1.7727                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'STR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  STR_USDT 2021-05-15 15:36:59.449017  86036.719503181  0.2642       0.2642   \n",
       " 1  STR_USDT 2021-05-15 15:37:13.762682  86003.613206254  0.2642       0.2642   \n",
       " 2  STR_USDT 2021-05-15 15:37:27.148195  86003.613206254  0.2642       0.0000   \n",
       " 3  STR_USDT 2021-05-15 15:37:40.406192  86003.613206254  0.2642       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AVAX3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  AVAX3L_USDT 2021-05-15 15:36:59.449017  19461.633377617  1.2574   \n",
       " 1  AVAX3L_USDT 2021-05-15 15:37:13.762682  19461.633377617  1.2574   \n",
       " 2  AVAX3L_USDT 2021-05-15 15:37:27.148195  19461.633377617  1.2574   \n",
       " 3  AVAX3L_USDT 2021-05-15 15:37:40.406192  19461.633377617  1.2623   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.2574             1.000000  \n",
       " 1       1.2574             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.0049             0.003882  ,\n",
       " 'ORAI_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ORAI_USDT 2021-05-15 15:36:59.449017  2520.9454621469  21.58        21.58   \n",
       " 1  ORAI_USDT 2021-05-15 15:37:13.762682  2520.9454621469  21.48        21.48   \n",
       " 2  ORAI_USDT 2021-05-15 15:37:27.148195  2520.9454621469  21.48         0.00   \n",
       " 3  ORAI_USDT 2021-05-15 15:37:40.406192  2520.9454621469  21.48         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QASH_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  QASH_USDT 2021-05-15 15:36:59.449017  306409.62609186  0.10121   \n",
       " 1  QASH_USDT 2021-05-15 15:37:13.762682  306446.98013193  0.10121   \n",
       " 2  QASH_USDT 2021-05-15 15:37:27.148195  306446.98013193  0.10121   \n",
       " 3  QASH_USDT 2021-05-15 15:37:40.406192  306446.98013193  0.10121   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.10121                  1.0  \n",
       " 1      0.10121                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'YAM_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  YAM_USDT 2021-05-15 15:36:59.449017  58469.622054216  2.304        2.304   \n",
       " 1  YAM_USDT 2021-05-15 15:37:13.762682  58469.033574216  2.304        2.304   \n",
       " 2  YAM_USDT 2021-05-15 15:37:27.148195  58469.033574216  2.304        0.000   \n",
       " 3  YAM_USDT 2021-05-15 15:37:40.406192  58469.033574216  2.305        0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000434  ,\n",
       " 'LTC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LTC_USDT 2021-05-15 15:36:59.449017  192375.14734842  311.41       311.41   \n",
       " 1  LTC_USDT 2021-05-15 15:37:13.762682  192375.14734842  311.15       311.15   \n",
       " 2  LTC_USDT 2021-05-15 15:37:27.148195  192185.54034251  311.35         0.20   \n",
       " 3  LTC_USDT 2021-05-15 15:37:40.406192  192185.54034251  311.40         0.05   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000642  \n",
       " 3             0.000161  ,\n",
       " 'BSV3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BSV3S_USDT 2021-05-15 15:36:59.449017  941142.76895438  0.0291   \n",
       " 1  BSV3S_USDT 2021-05-15 15:37:13.762682  941675.27551255  0.0291   \n",
       " 2  BSV3S_USDT 2021-05-15 15:37:27.148195  941675.27551255  0.0291   \n",
       " 3  BSV3S_USDT 2021-05-15 15:37:40.406192  941675.27551255  0.0291   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0291                  1.0  \n",
       " 1       0.0291                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BTM_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BTM_USDT 2021-05-15 15:36:59.449017  30536347.850415  0.18758      0.18758   \n",
       " 1  BTM_USDT 2021-05-15 15:37:13.762682  30536347.850415  0.18777      0.18777   \n",
       " 2  BTM_USDT 2021-05-15 15:37:27.148195  30536347.850415  0.18777      0.00000   \n",
       " 3  BTM_USDT 2021-05-15 15:37:40.406192  30553794.109215  0.18765     -0.00012   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000639  ,\n",
       " 'DOWS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DOWS_USDT 2021-05-15 15:36:59.449017  53310.829789925  0.9859       0.9859   \n",
       " 1  DOWS_USDT 2021-05-15 15:37:13.762682  53310.829789925  0.9859       0.9859   \n",
       " 2  DOWS_USDT 2021-05-15 15:37:27.148195  53316.870056684  0.9859       0.0000   \n",
       " 3  DOWS_USDT 2021-05-15 15:37:40.406192  53316.870056684  0.9859       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DENT_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DENT_USDT 2021-05-15 15:36:59.449017  75283736.361417  0.006596   \n",
       " 1  DENT_USDT 2021-05-15 15:37:13.762682  75287079.063903  0.006604   \n",
       " 2  DENT_USDT 2021-05-15 15:37:27.148195  75287079.063903  0.006604   \n",
       " 3  DENT_USDT 2021-05-15 15:37:40.406192  75287079.063903  0.006604   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006596                  1.0  \n",
       " 1     0.006604                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'LAVA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LAVA_USDT 2021-05-15 15:36:59.449017  333613.00630196  0.2713       0.2713   \n",
       " 1  LAVA_USDT 2021-05-15 15:37:13.762682  333613.00630196  0.2733       0.2733   \n",
       " 2  LAVA_USDT 2021-05-15 15:37:27.148195  333835.51416912  0.2712      -0.0021   \n",
       " 3  LAVA_USDT 2021-05-15 15:37:40.406192  333835.51416912  0.2744       0.0032   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.007743  \n",
       " 3             0.011662  ,\n",
       " 'DRGN_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DRGN_USDT 2021-05-15 15:36:59.449017  142951.96570529  0.21264   \n",
       " 1  DRGN_USDT 2021-05-15 15:37:13.762682  142951.96570529  0.21264   \n",
       " 2  DRGN_USDT 2021-05-15 15:37:27.148195  143134.21973514  0.21264   \n",
       " 3  DRGN_USDT 2021-05-15 15:37:40.406192  143134.21973514  0.21264   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.21264                  1.0  \n",
       " 1      0.21264                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'KAVA3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  KAVA3L_USDT 2021-05-15 15:36:59.449017  136255.97165237  0.4574   \n",
       " 1  KAVA3L_USDT 2021-05-15 15:37:13.762682  136322.47268144  0.4574   \n",
       " 2  KAVA3L_USDT 2021-05-15 15:37:27.148195  136322.47268144  0.4574   \n",
       " 3  KAVA3L_USDT 2021-05-15 15:37:40.406192  136322.47268144  0.4574   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4574                  1.0  \n",
       " 1       0.4574                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'DDIM_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DDIM_USDT 2021-05-15 15:36:59.449017  867.03733212131  26.61        26.61   \n",
       " 1  DDIM_USDT 2021-05-15 15:37:13.762682  867.17325050059  26.60        26.60   \n",
       " 2  DDIM_USDT 2021-05-15 15:37:27.148195  867.17325050059  26.60         0.00   \n",
       " 3  DDIM_USDT 2021-05-15 15:37:40.406192  867.17325050059  26.60         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GRT3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  GRT3L_USDT 2021-05-15 15:36:59.449017  42749.446706029  0.5373   \n",
       " 1  GRT3L_USDT 2021-05-15 15:37:13.762682  42749.446706029  0.5373   \n",
       " 2  GRT3L_USDT 2021-05-15 15:37:27.148195  42749.600760498  0.5373   \n",
       " 3  GRT3L_USDT 2021-05-15 15:37:40.406192  42749.600760498  0.5373   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5373                  1.0  \n",
       " 1       0.5373                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'CTSI_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CTSI_USDT 2021-05-15 15:36:59.449017  455491.13459091  1.0716       1.0716   \n",
       " 1  CTSI_USDT 2021-05-15 15:37:13.762682  455491.13459091  1.0743       1.0743   \n",
       " 2  CTSI_USDT 2021-05-15 15:37:27.148195  455454.07859091  1.0743       0.0000   \n",
       " 3  CTSI_USDT 2021-05-15 15:37:40.406192  455454.07859091  1.0743       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BTC_USDT 2021-05-15 15:36:59.449017  3466.4059526016  48932.97   \n",
       " 1  BTC_USDT 2021-05-15 15:37:13.762682  3466.4059526016  48912.16   \n",
       " 2  BTC_USDT 2021-05-15 15:37:27.148195  3466.4059526016  48927.23   \n",
       " 3  BTC_USDT 2021-05-15 15:37:40.406192  3464.0655090421  48910.81   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     48932.97             1.000000  \n",
       " 1     48912.16             1.000000  \n",
       " 2        15.07             0.000308  \n",
       " 3       -16.42            -0.000336  ,\n",
       " 'BCH3S_USDT':        Symbol                  Timestamp        Volume    Price  Price_Delta  \\\n",
       " 0  BCH3S_USDT 2021-05-15 15:36:59.449017  64760.039856  0.01251      0.01251   \n",
       " 1  BCH3S_USDT 2021-05-15 15:37:13.762682  64760.039856  0.01249      0.01249   \n",
       " 2  BCH3S_USDT 2021-05-15 15:37:27.148195  64760.039856  0.01249      0.00000   \n",
       " 3  BCH3S_USDT 2021-05-15 15:37:40.406192  64760.039856  0.01249      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KEY_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  KEY_USDT 2021-05-15 15:36:59.449017  4964106.4681917  0.01376      0.01376   \n",
       " 1  KEY_USDT 2021-05-15 15:37:13.762682  4967564.5705578  0.01376      0.01376   \n",
       " 2  KEY_USDT 2021-05-15 15:37:27.148195  4967564.5705578  0.01376      0.00000   \n",
       " 3  KEY_USDT 2021-05-15 15:37:40.406192  4967564.5705578  0.01376      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CRBN_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CRBN_USDT 2021-05-15 15:36:59.449017  124424.16913961  0.3544       0.3544   \n",
       " 1  CRBN_USDT 2021-05-15 15:37:13.762682  124597.93657653  0.3544       0.3544   \n",
       " 2  CRBN_USDT 2021-05-15 15:37:27.148195  124597.93657653  0.3544       0.0000   \n",
       " 3  CRBN_USDT 2021-05-15 15:37:40.406192  124597.93657653  0.3544       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MDA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MDA_USDT 2021-05-15 15:36:59.449017  83625.461325411  1.3451       1.3451   \n",
       " 1  MDA_USDT 2021-05-15 15:37:13.762682  83632.072567039  1.3525       1.3525   \n",
       " 2  MDA_USDT 2021-05-15 15:37:27.148195  83632.072567039  1.3525       0.0000   \n",
       " 3  MDA_USDT 2021-05-15 15:37:40.406192  83632.072567039  1.3525       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RAGE_USDT':       Symbol                  Timestamp          Volume    Price  Price_Delta  \\\n",
       " 0  RAGE_USDT 2021-05-15 15:36:59.449017  1625357.187022  0.03113      0.03113   \n",
       " 1  RAGE_USDT 2021-05-15 15:37:13.762682  1625357.187022  0.03112      0.03112   \n",
       " 2  RAGE_USDT 2021-05-15 15:37:27.148195  1625357.187022  0.03112      0.00000   \n",
       " 3  RAGE_USDT 2021-05-15 15:37:40.406192  1625357.187022  0.03112      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BAS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BAS_USDT 2021-05-15 15:36:59.449017   2560.463878625  19.75        19.75   \n",
       " 1  BAS_USDT 2021-05-15 15:37:13.762682   2560.463878625  19.75        19.75   \n",
       " 2  BAS_USDT 2021-05-15 15:37:27.148195  2560.7706976394  19.75         0.00   \n",
       " 3  BAS_USDT 2021-05-15 15:37:40.406192  2560.7706976394  19.74        -0.01   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000507  ,\n",
       " 'EPS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  EPS_USDT 2021-05-15 15:36:59.449017  100324.23848077    1.7          1.7   \n",
       " 1  EPS_USDT 2021-05-15 15:37:13.762682  100325.87888077    1.7          1.7   \n",
       " 2  EPS_USDT 2021-05-15 15:37:27.148195  100325.87888077    1.7          0.0   \n",
       " 3  EPS_USDT 2021-05-15 15:37:40.406192  100325.87888077    1.7          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PRARE_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  PRARE_USDT 2021-05-15 15:36:59.449017  635265.60523395  0.4249   \n",
       " 1  PRARE_USDT 2021-05-15 15:37:13.762682  634452.09310755  0.4244   \n",
       " 2  PRARE_USDT 2021-05-15 15:37:27.148195  634452.09310755  0.4311   \n",
       " 3  PRARE_USDT 2021-05-15 15:37:40.406192  634452.09310755  0.4311   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4249             1.000000  \n",
       " 1       0.4244             1.000000  \n",
       " 2       0.0067             0.015542  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'KAVA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KAVA_USDT 2021-05-15 15:36:59.449017  21312.611582022  5.4228       5.4228   \n",
       " 1  KAVA_USDT 2021-05-15 15:37:13.762682  21312.611582022  5.4381       5.4381   \n",
       " 2  KAVA_USDT 2021-05-15 15:37:27.148195  21312.611582022  5.4381       0.0000   \n",
       " 3  KAVA_USDT 2021-05-15 15:37:40.406192  21312.611582022  5.4381       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NEST_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  NEST_USDT 2021-05-15 15:36:59.449017   1465982.312826  0.03103   \n",
       " 1  NEST_USDT 2021-05-15 15:37:13.762682  1465620.7688752  0.03103   \n",
       " 2  NEST_USDT 2021-05-15 15:37:27.148195  1465620.7688752  0.03103   \n",
       " 3  NEST_USDT 2021-05-15 15:37:40.406192  1465620.7688752  0.03103   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03103                  1.0  \n",
       " 1      0.03103                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BXH_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BXH_USDT 2021-05-15 15:36:59.449017   194984.9885264  0.5703       0.5703   \n",
       " 1  BXH_USDT 2021-05-15 15:37:13.762682  196260.55594683  0.5703       0.5703   \n",
       " 2  BXH_USDT 2021-05-15 15:37:27.148195  196260.55594683  0.5745       0.0042   \n",
       " 3  BXH_USDT 2021-05-15 15:37:40.406192  196260.55594683  0.5742      -0.0003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.007311  \n",
       " 3            -0.000522  ,\n",
       " 'BLANK_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BLANK_USDT 2021-05-15 15:36:59.449017  66229.538081233  1.3957   \n",
       " 1  BLANK_USDT 2021-05-15 15:37:13.762682  66195.571915365  1.3957   \n",
       " 2  BLANK_USDT 2021-05-15 15:37:27.148195  66195.571915365  1.3957   \n",
       " 3  BLANK_USDT 2021-05-15 15:37:40.406192  66195.571915365  1.3913   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.3957             1.000000  \n",
       " 1       1.3957             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0044            -0.003163  ,\n",
       " 'SNX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SNX_USDT 2021-05-15 15:36:59.449017  30888.022206502  21.235       21.235   \n",
       " 1  SNX_USDT 2021-05-15 15:37:13.762682  30888.022206502  21.235       21.235   \n",
       " 2  SNX_USDT 2021-05-15 15:37:27.148195  30888.022206502  21.235        0.000   \n",
       " 3  SNX_USDT 2021-05-15 15:37:40.406192  30888.022206502  21.235        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XMARK_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  XMARK_USDT 2021-05-15 15:36:59.449017  4257.2202542014  4.787        4.787   \n",
       " 1  XMARK_USDT 2021-05-15 15:37:13.762682  4261.6643533191  4.787        4.787   \n",
       " 2  XMARK_USDT 2021-05-15 15:37:27.148195  4261.6643533191  4.787        0.000   \n",
       " 3  XMARK_USDT 2021-05-15 15:37:40.406192  4261.6643533191  4.770       -0.017   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.003564  ,\n",
       " 'PMON_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PMON_USDT 2021-05-15 15:36:59.449017  29172.098137192  9.8854       9.8854   \n",
       " 1  PMON_USDT 2021-05-15 15:37:13.762682  29172.098137192  9.8854       9.8854   \n",
       " 2  PMON_USDT 2021-05-15 15:37:27.148195  29166.094537192  9.8854       0.0000   \n",
       " 3  PMON_USDT 2021-05-15 15:37:40.406192  29166.094537192  9.8854       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PERP_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PERP_USDT 2021-05-15 15:36:59.449017  58429.310934798  10.274       10.274   \n",
       " 1  PERP_USDT 2021-05-15 15:37:13.762682  58429.310934798  10.274       10.274   \n",
       " 2  PERP_USDT 2021-05-15 15:37:27.148195  58192.525134798  10.272       -0.002   \n",
       " 3  PERP_USDT 2021-05-15 15:37:40.406192  58192.525134798  10.272        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000195  \n",
       " 3             0.000000  ,\n",
       " 'KSM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KSM_USDT 2021-05-15 15:36:59.449017  23656.113281844  606.99       606.99   \n",
       " 1  KSM_USDT 2021-05-15 15:37:13.762682  23664.330521844  607.10       607.10   \n",
       " 2  KSM_USDT 2021-05-15 15:37:27.148195  23664.330521844  607.47         0.37   \n",
       " 3  KSM_USDT 2021-05-15 15:37:40.406192  23664.330521844  606.86        -0.61   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000609  \n",
       " 3            -0.001005  ,\n",
       " 'WXT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  WXT_USDT 2021-05-15 15:36:59.449017  12263948.792592  0.01576      0.01576   \n",
       " 1  WXT_USDT 2021-05-15 15:37:13.762682  12264824.768592  0.01576      0.01576   \n",
       " 2  WXT_USDT 2021-05-15 15:37:27.148195  12264824.768592  0.01576      0.00000   \n",
       " 3  WXT_USDT 2021-05-15 15:37:40.406192  12264824.768592  0.01576      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WEST_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  WEST_USDT 2021-05-15 15:36:59.449017  17592.23415603  0.5884       0.5884   \n",
       " 1  WEST_USDT 2021-05-15 15:37:13.762682  17584.96603453  0.5884       0.5884   \n",
       " 2  WEST_USDT 2021-05-15 15:37:27.148195  17584.96603453  0.5884       0.0000   \n",
       " 3  WEST_USDT 2021-05-15 15:37:40.406192  17584.96603453  0.5881      -0.0003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00000  \n",
       " 3             -0.00051  ,\n",
       " 'YFII3S_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  YFII3S_USDT 2021-05-15 15:36:59.449017   119697.2933216  0.1453   \n",
       " 1  YFII3S_USDT 2021-05-15 15:37:13.762682  119649.74793494  0.1453   \n",
       " 2  YFII3S_USDT 2021-05-15 15:37:27.148195  119649.74793494  0.1453   \n",
       " 3  YFII3S_USDT 2021-05-15 15:37:40.406192  119649.74793494  0.1453   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1453                  1.0  \n",
       " 1       0.1453                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'YFI3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  YFI3S_USDT 2021-05-15 15:36:59.449017  962868.87853638  0.01408   \n",
       " 1  YFI3S_USDT 2021-05-15 15:37:13.762682  962868.87853638  0.01407   \n",
       " 2  YFI3S_USDT 2021-05-15 15:37:27.148195  963488.03666008  0.01407   \n",
       " 3  YFI3S_USDT 2021-05-15 15:37:40.406192  963488.03666008  0.01407   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01408                  1.0  \n",
       " 1      0.01407                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'FTT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FTT_USDT 2021-05-15 15:36:59.449017  174718.57105195  56.45        56.45   \n",
       " 1  FTT_USDT 2021-05-15 15:37:13.762682  174718.59745195  56.43        56.43   \n",
       " 2  FTT_USDT 2021-05-15 15:37:27.148195  174718.59745195  56.43         0.00   \n",
       " 3  FTT_USDT 2021-05-15 15:37:40.406192  174718.59745195  56.43         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETH2_USDT':       Symbol                  Timestamp        Volume   Price  Price_Delta  \\\n",
       " 0  ETH2_USDT 2021-05-15 15:36:59.449017  33.683469474  3777.7       3777.7   \n",
       " 1  ETH2_USDT 2021-05-15 15:37:13.762682  33.684669474  3777.7       3777.7   \n",
       " 2  ETH2_USDT 2021-05-15 15:37:27.148195  33.684669474  3777.7          0.0   \n",
       " 3  ETH2_USDT 2021-05-15 15:37:40.406192  33.684669474  3777.7          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TCT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  TCT_USDT 2021-05-15 15:36:59.449017  837470.58267016  0.058091   \n",
       " 1  TCT_USDT 2021-05-15 15:37:13.762682  825518.14051632  0.058091   \n",
       " 2  TCT_USDT 2021-05-15 15:37:27.148195  825518.14051632  0.058091   \n",
       " 3  TCT_USDT 2021-05-15 15:37:40.406192  825518.14051632  0.058062   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.058091             1.000000  \n",
       " 1     0.058091             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000029            -0.000499  ,\n",
       " 'AQT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  AQT_USDT 2021-05-15 15:36:59.449017  7333.4285959688  4.743        4.743   \n",
       " 1  AQT_USDT 2021-05-15 15:37:13.762682  7344.4064268741  4.792        4.792   \n",
       " 2  AQT_USDT 2021-05-15 15:37:27.148195  7344.4064268741  4.792        0.000   \n",
       " 3  AQT_USDT 2021-05-15 15:37:40.406192  7344.4064268741  4.792        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'YOP_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  YOP_USDT 2021-05-15 15:36:59.449017   27823.16501949  1.5789       1.5789   \n",
       " 1  YOP_USDT 2021-05-15 15:37:13.762682  27823.875427203  1.5789       1.5789   \n",
       " 2  YOP_USDT 2021-05-15 15:37:27.148195  27823.875427203  1.5789       0.0000   \n",
       " 3  YOP_USDT 2021-05-15 15:37:40.406192  27823.875427203  1.5789       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XTZ3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XTZ3S_USDT 2021-05-15 15:36:59.449017  1783109.0841989  0.0083   \n",
       " 1  XTZ3S_USDT 2021-05-15 15:37:13.762682  1780075.1792561  0.0083   \n",
       " 2  XTZ3S_USDT 2021-05-15 15:37:27.148195  1780075.1792561  0.0083   \n",
       " 3  XTZ3S_USDT 2021-05-15 15:37:40.406192  1780075.1792561  0.0083   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0083                  1.0  \n",
       " 1       0.0083                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NEO_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NEO_USDT 2021-05-15 15:36:59.449017  48384.555353578  96.05        96.05   \n",
       " 1  NEO_USDT 2021-05-15 15:37:13.762682  48384.555353578  96.06        96.06   \n",
       " 2  NEO_USDT 2021-05-15 15:37:27.148195  48372.128549578  96.06         0.00   \n",
       " 3  NEO_USDT 2021-05-15 15:37:40.406192  48372.128549578  96.02        -0.04   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000417  ,\n",
       " 'CNNS_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  CNNS_USDT 2021-05-15 15:36:59.449017  15056585.858766  0.006723   \n",
       " 1  CNNS_USDT 2021-05-15 15:37:13.762682  15056585.858766  0.006709   \n",
       " 2  CNNS_USDT 2021-05-15 15:37:27.148195  15057047.172099  0.006709   \n",
       " 3  CNNS_USDT 2021-05-15 15:37:40.406192  15057047.172099  0.006709   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006723                  1.0  \n",
       " 1     0.006709                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'MTA_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MTA_USDT 2021-05-15 15:36:59.449017  18368.192744598  1.984        1.984   \n",
       " 1  MTA_USDT 2021-05-15 15:37:13.762682   18353.77710434  1.984        1.984   \n",
       " 2  MTA_USDT 2021-05-15 15:37:27.148195   18353.77710434  1.984        0.000   \n",
       " 3  MTA_USDT 2021-05-15 15:37:40.406192   18353.77710434  1.984        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DASH3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  DASH3L_USDT 2021-05-15 15:36:59.449017  15095.726193494  2.6143   \n",
       " 1  DASH3L_USDT 2021-05-15 15:37:13.762682  15095.726193494  2.6263   \n",
       " 2  DASH3L_USDT 2021-05-15 15:37:27.148195  15095.726193494  2.6263   \n",
       " 3  DASH3L_USDT 2021-05-15 15:37:40.406192  15095.726193494  2.6263   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.6143                  1.0  \n",
       " 1       2.6263                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'MDX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MDX_USDT 2021-05-15 15:36:59.449017  228952.65130066  2.8255       2.8255   \n",
       " 1  MDX_USDT 2021-05-15 15:37:13.762682  228906.44435986  2.8255       2.8255   \n",
       " 2  MDX_USDT 2021-05-15 15:37:27.148195  228906.44435986  2.8255       0.0000   \n",
       " 3  MDX_USDT 2021-05-15 15:37:40.406192  228906.44435986  2.8162      -0.0093   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.003302  ,\n",
       " 'PI_USDT':     Symbol                  Timestamp           Volume     Price  Price_Delta  \\\n",
       " 0  PI_USDT 2021-05-15 15:36:59.449017  1445055.2003153  0.042391     0.042391   \n",
       " 1  PI_USDT 2021-05-15 15:37:13.762682  1445482.5955831  0.042391     0.042391   \n",
       " 2  PI_USDT 2021-05-15 15:37:27.148195  1445482.5955831  0.042391     0.000000   \n",
       " 3  PI_USDT 2021-05-15 15:37:40.406192  1445482.5955831  0.042475     0.000084   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001978  ,\n",
       " 'LOWB_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LOWB_USDT 2021-05-15 15:36:59.449017  8323736559.2308  0.000967   \n",
       " 1  LOWB_USDT 2021-05-15 15:37:13.762682  8323736559.2308  0.000967   \n",
       " 2  LOWB_USDT 2021-05-15 15:37:27.148195  8323736559.2308  0.000964   \n",
       " 3  LOWB_USDT 2021-05-15 15:37:40.406192  8323736559.2308  0.000964   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000967             1.000000  \n",
       " 1     0.000967             1.000000  \n",
       " 2    -0.000003            -0.003113  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'PPS_USDT':      Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  PPS_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  PPS_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  PPS_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  PPS_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'MASK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MASK_USDT 2021-05-15 15:36:59.449017  23470.295924954  12.593       12.593   \n",
       " 1  MASK_USDT 2021-05-15 15:37:13.762682  23456.901524954  12.593       12.593   \n",
       " 2  MASK_USDT 2021-05-15 15:37:27.148195  23456.901524954  12.593        0.000   \n",
       " 3  MASK_USDT 2021-05-15 15:37:40.406192  23456.901524954  12.593        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RAY_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  RAY_USDT 2021-05-15 15:36:59.449017  64541.589109398   9.31         9.31   \n",
       " 1  RAY_USDT 2021-05-15 15:37:13.762682  64528.026709398   9.31         9.31   \n",
       " 2  RAY_USDT 2021-05-15 15:37:27.148195  64528.026709398   9.27        -0.04   \n",
       " 3  RAY_USDT 2021-05-15 15:37:40.406192  64528.026709398   9.29         0.02   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004315  \n",
       " 3             0.002153  ,\n",
       " 'AME_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  AME_USDT 2021-05-15 15:36:59.449017  4213348.8860668  0.05499      0.05499   \n",
       " 1  AME_USDT 2021-05-15 15:37:13.762682  4213441.7396668  0.05499      0.05499   \n",
       " 2  AME_USDT 2021-05-15 15:37:27.148195  4213441.7396668  0.05499      0.00000   \n",
       " 3  AME_USDT 2021-05-15 15:37:40.406192  4213441.7396668  0.05499      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AMPL_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  AMPL_USDT 2021-05-15 15:36:59.449017  472502.16904389   0.96         0.96   \n",
       " 1  AMPL_USDT 2021-05-15 15:37:13.762682  472552.50616389   0.96         0.96   \n",
       " 2  AMPL_USDT 2021-05-15 15:37:27.148195  472552.50616389   0.96         0.00   \n",
       " 3  AMPL_USDT 2021-05-15 15:37:40.406192  472552.50616389   0.96         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XVS_USDT':      Symbol                  Timestamp           Volume Price Price_Delta  \\\n",
       " 0  XVS_USDT 2021-05-15 15:36:59.449017  20155.047953742   114         114   \n",
       " 1  XVS_USDT 2021-05-15 15:37:13.762682  20155.047953742   114         114   \n",
       " 2  XVS_USDT 2021-05-15 15:37:27.148195  20150.937875706   114           0   \n",
       " 3  XVS_USDT 2021-05-15 15:37:40.406192  20150.937875706   114           0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KLAY_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  KLAY_USDT 2021-05-15 15:36:59.449017  81657.08550327  2.3168       2.3168   \n",
       " 1  KLAY_USDT 2021-05-15 15:37:13.762682  81655.57230327  2.3168       2.3168   \n",
       " 2  KLAY_USDT 2021-05-15 15:37:27.148195  81655.57230327  2.3168       0.0000   \n",
       " 3  KLAY_USDT 2021-05-15 15:37:40.406192  81655.57230327  2.3168       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DSD_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  DSD_USDT 2021-05-15 15:36:59.449017  679117.5606347  0.0494       0.0494   \n",
       " 1  DSD_USDT 2021-05-15 15:37:13.762682  679117.5606347  0.0494       0.0494   \n",
       " 2  DSD_USDT 2021-05-15 15:37:27.148195  679117.5606347  0.0494       0.0000   \n",
       " 3  DSD_USDT 2021-05-15 15:37:40.406192  679117.5606347  0.0494       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ADEL_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ADEL_USDT 2021-05-15 15:36:59.449017  423112.75458908  0.1312       0.1312   \n",
       " 1  ADEL_USDT 2021-05-15 15:37:13.762682  423112.75458908  0.1312       0.1312   \n",
       " 2  ADEL_USDT 2021-05-15 15:37:27.148195  423112.75458908  0.1312       0.0000   \n",
       " 3  ADEL_USDT 2021-05-15 15:37:40.406192  423112.75458908  0.1312       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AGS_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  AGS_USDT 2021-05-15 15:36:59.449017   476625.6567523  0.08295      0.08295   \n",
       " 1  AGS_USDT 2021-05-15 15:37:13.762682  476687.44851429  0.08295      0.08295   \n",
       " 2  AGS_USDT 2021-05-15 15:37:27.148195  476687.44851429  0.08295      0.00000   \n",
       " 3  AGS_USDT 2021-05-15 15:37:40.406192  476687.44851429  0.08295      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'YAMV2_USDT':        Symbol                  Timestamp Volume   Price  Price_Delta  \\\n",
       " 0  YAMV2_USDT 2021-05-15 15:36:59.449017      0  12.833       12.833   \n",
       " 1  YAMV2_USDT 2021-05-15 15:37:13.762682      0   0.000        0.000   \n",
       " 2  YAMV2_USDT 2021-05-15 15:37:27.148195      0  12.833       12.833   \n",
       " 3  YAMV2_USDT 2021-05-15 15:37:40.406192      0  12.833        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  0.0  \n",
       " 2                  1.0  \n",
       " 3                  0.0  ,\n",
       " 'GOF_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GOF_USDT 2021-05-15 15:36:59.449017  14351.382831281  1.2745       1.2745   \n",
       " 1  GOF_USDT 2021-05-15 15:37:13.762682  14346.992854205  1.2745       1.2745   \n",
       " 2  GOF_USDT 2021-05-15 15:37:27.148195  14346.992854205  1.2745       0.0000   \n",
       " 3  GOF_USDT 2021-05-15 15:37:40.406192  14346.992854205  1.2745       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ALN_USDT 2021-05-15 15:36:59.449017  734337.84968864  0.20629      0.20629   \n",
       " 1  ALN_USDT 2021-05-15 15:37:13.762682  734398.08488864  0.20816      0.20816   \n",
       " 2  ALN_USDT 2021-05-15 15:37:27.148195  734398.08488864  0.20643     -0.00173   \n",
       " 3  ALN_USDT 2021-05-15 15:37:40.406192  734398.08488864  0.20601     -0.00042   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.008381  \n",
       " 3            -0.002039  ,\n",
       " 'PCNT_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PCNT_USDT 2021-05-15 15:36:59.449017  139168.76186032  0.4883       0.4883   \n",
       " 1  PCNT_USDT 2021-05-15 15:37:13.762682  139168.76186032  0.4883       0.4883   \n",
       " 2  PCNT_USDT 2021-05-15 15:37:27.148195  139168.76186032  0.4883       0.0000   \n",
       " 3  PCNT_USDT 2021-05-15 15:37:40.406192  139168.76186032  0.4883       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'USDT_CNYX':       Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  USDT_CNYX 2021-05-15 15:36:59.449017  50319.80252856  6.750        6.750   \n",
       " 1  USDT_CNYX 2021-05-15 15:37:13.762682  50319.80252856  6.750        6.750   \n",
       " 2  USDT_CNYX 2021-05-15 15:37:27.148195  50319.80252856  6.750        0.000   \n",
       " 3  USDT_CNYX 2021-05-15 15:37:40.406192  50319.80252856  6.713       -0.037   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.005512  ,\n",
       " 'MAN_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MAN_USDT 2021-05-15 15:36:59.449017  1854093.2379704  0.086672   \n",
       " 1  MAN_USDT 2021-05-15 15:37:13.762682   1875710.074213  0.086672   \n",
       " 2  MAN_USDT 2021-05-15 15:37:27.148195   1875710.074213  0.087221   \n",
       " 3  MAN_USDT 2021-05-15 15:37:40.406192   1875710.074213  0.087221   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.086672             1.000000  \n",
       " 1     0.086672             1.000000  \n",
       " 2     0.000549             0.006294  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'PROPS_USDT':        Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  PROPS_USDT 2021-05-15 15:36:59.449017  1300230.673444  0.1188       0.1188   \n",
       " 1  PROPS_USDT 2021-05-15 15:37:13.762682  1300230.673444  0.1188       0.1188   \n",
       " 2  PROPS_USDT 2021-05-15 15:37:27.148195  1300230.673444  0.1188       0.0000   \n",
       " 3  PROPS_USDT 2021-05-15 15:37:40.406192  1300230.673444  0.1188       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FTI_USDT':      Symbol                  Timestamp          Volume     Price  \\\n",
       " 0  FTI_USDT 2021-05-15 15:36:59.449017  536926564.0286  0.000698   \n",
       " 1  FTI_USDT 2021-05-15 15:37:13.762682  536940343.1558  0.000698   \n",
       " 2  FTI_USDT 2021-05-15 15:37:27.148195  536940343.1558  0.000698   \n",
       " 3  FTI_USDT 2021-05-15 15:37:40.406192  536940343.1558  0.000697   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  6.982000e-04             1.000000  \n",
       " 1  6.982000e-04             1.000000  \n",
       " 2 -5.000000e-07            -0.000717  \n",
       " 3 -2.000000e-07            -0.000287  ,\n",
       " 'ANC_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ANC_USDT 2021-05-15 15:36:59.449017  7661.1767073139  5.303        5.303   \n",
       " 1  ANC_USDT 2021-05-15 15:37:13.762682  7661.8903193448  5.303        5.303   \n",
       " 2  ANC_USDT 2021-05-15 15:37:27.148195  7661.8903193448  5.303        0.000   \n",
       " 3  ANC_USDT 2021-05-15 15:37:40.406192  7661.8903193448  5.303        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LBK_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LBK_USDT 2021-05-15 15:36:59.449017  3717138.3112339  0.029499   \n",
       " 1  LBK_USDT 2021-05-15 15:37:13.762682  3716271.8813739  0.029499   \n",
       " 2  LBK_USDT 2021-05-15 15:37:27.148195  3716271.8813739  0.029700   \n",
       " 3  LBK_USDT 2021-05-15 15:37:40.406192  3716271.8813739  0.029700   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.029499             1.000000  \n",
       " 1     0.029499             1.000000  \n",
       " 2     0.000201             0.006768  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'MTN_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MTN_USDT 2021-05-15 15:36:59.449017  51216834.427796  0.028699   \n",
       " 1  MTN_USDT 2021-05-15 15:37:13.762682  51216834.427796  0.028699   \n",
       " 2  MTN_USDT 2021-05-15 15:37:27.148195  51175647.916988  0.028699   \n",
       " 3  MTN_USDT 2021-05-15 15:37:40.406192  51175647.916988  0.028667   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.028699             1.000000  \n",
       " 1     0.028699             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000032            -0.001116  ,\n",
       " 'CORAL_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CORAL_USDT 2021-05-15 15:36:59.449017  15740.814823594  0.798        0.798   \n",
       " 1  CORAL_USDT 2021-05-15 15:37:13.762682  15742.298202276  0.798        0.798   \n",
       " 2  CORAL_USDT 2021-05-15 15:37:27.148195  15742.298202276  0.801        0.003   \n",
       " 3  CORAL_USDT 2021-05-15 15:37:40.406192  15742.298202276  0.801        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003745  \n",
       " 3             0.000000  ,\n",
       " 'STMX_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  STMX_USDT 2021-05-15 15:36:59.449017  3198416.5943658  0.040320   \n",
       " 1  STMX_USDT 2021-05-15 15:37:13.762682   3181792.322199  0.040320   \n",
       " 2  STMX_USDT 2021-05-15 15:37:27.148195   3181792.322199  0.040320   \n",
       " 3  STMX_USDT 2021-05-15 15:37:40.406192   3181792.322199  0.040246   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.040320             1.000000  \n",
       " 1     0.040320             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000074            -0.001839  ,\n",
       " 'STX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  STX_USDT 2021-05-15 15:36:59.449017  59449.119447536  1.6236       1.6236   \n",
       " 1  STX_USDT 2021-05-15 15:37:13.762682   59479.36010846  1.6236       1.6236   \n",
       " 2  STX_USDT 2021-05-15 15:37:27.148195   59479.36010846  1.6236       0.0000   \n",
       " 3  STX_USDT 2021-05-15 15:37:40.406192   59479.36010846  1.6236       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DASH3S_USDT':         Symbol                  Timestamp     Volume     Price  Price_Delta  \\\n",
       " 0  DASH3S_USDT 2021-05-15 15:36:59.449017  116.91462  0.217853     0.217853   \n",
       " 1  DASH3S_USDT 2021-05-15 15:37:13.762682  116.91462  0.217853     0.217853   \n",
       " 2  DASH3S_USDT 2021-05-15 15:37:27.148195  116.91462  0.217853     0.000000   \n",
       " 3  DASH3S_USDT 2021-05-15 15:37:40.406192  116.91462  0.217853     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SUSHI_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SUSHI_USDT 2021-05-15 15:36:59.449017  1544939.2435565  17.768   \n",
       " 1  SUSHI_USDT 2021-05-15 15:37:13.762682  1544588.7451421  17.767   \n",
       " 2  SUSHI_USDT 2021-05-15 15:37:27.148195  1544588.7451421  17.767   \n",
       " 3  SUSHI_USDT 2021-05-15 15:37:40.406192  1544588.7451421  17.806   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       17.768              1.00000  \n",
       " 1       17.767              1.00000  \n",
       " 2        0.000              0.00000  \n",
       " 3        0.039              0.00219  ,\n",
       " 'HC_USDT':     Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  HC_USDT 2021-05-15 15:36:59.449017  121326.54171751  1.79143      1.79143   \n",
       " 1  HC_USDT 2021-05-15 15:37:13.762682  121545.79275751  1.79017      1.79017   \n",
       " 2  HC_USDT 2021-05-15 15:37:27.148195  121545.79275751  1.79017      0.00000   \n",
       " 3  HC_USDT 2021-05-15 15:37:40.406192  121545.79275751  1.79017      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZEN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ZEN_USDT 2021-05-15 15:36:59.449017  30924.258277798  135.22       135.22   \n",
       " 1  ZEN_USDT 2021-05-15 15:37:13.762682  30924.258277798  135.22       135.22   \n",
       " 2  ZEN_USDT 2021-05-15 15:37:27.148195  30924.258277798  135.22         0.00   \n",
       " 3  ZEN_USDT 2021-05-15 15:37:40.406192  30924.258277798  135.13        -0.09   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000666  ,\n",
       " 'PKF_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PKF_USDT 2021-05-15 15:36:59.449017  63041.940593341  1.2440       1.2440   \n",
       " 1  PKF_USDT 2021-05-15 15:37:13.762682  63041.940593341  1.2440       1.2440   \n",
       " 2  PKF_USDT 2021-05-15 15:37:27.148195  63025.896831165  1.2339      -0.0101   \n",
       " 3  PKF_USDT 2021-05-15 15:37:40.406192  63025.896831165  1.2339       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.008185  \n",
       " 3             0.000000  ,\n",
       " 'HOT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  HOT_USDT 2021-05-15 15:36:59.449017  23848260.663564  0.011231   \n",
       " 1  HOT_USDT 2021-05-15 15:37:13.762682  23848064.594994  0.011245   \n",
       " 2  HOT_USDT 2021-05-15 15:37:27.148195  23848064.594994  0.011245   \n",
       " 3  HOT_USDT 2021-05-15 15:37:40.406192  23848064.594994  0.011245   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.011231                  1.0  \n",
       " 1     0.011245                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'GHST_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GHST_USDT 2021-05-15 15:36:59.449017  175562.99295268  1.3554       1.3554   \n",
       " 1  GHST_USDT 2021-05-15 15:37:13.762682  175598.68095268  1.3553       1.3553   \n",
       " 2  GHST_USDT 2021-05-15 15:37:27.148195  175598.68095268  1.3553       0.0000   \n",
       " 3  GHST_USDT 2021-05-15 15:37:40.406192  175598.68095268  1.3553       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OCTO_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  OCTO_USDT 2021-05-15 15:36:59.449017  1032.4417264893  35.82        35.82   \n",
       " 1  OCTO_USDT 2021-05-15 15:37:13.762682  1032.4417264893  35.78        35.78   \n",
       " 2  OCTO_USDT 2021-05-15 15:37:27.148195  1032.4417264893  35.78         0.00   \n",
       " 3  OCTO_USDT 2021-05-15 15:37:40.406192  1032.4417264893  35.78         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALPHR_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ALPHR_USDT 2021-05-15 15:36:59.449017  41836.769336258  7.2892   \n",
       " 1  ALPHR_USDT 2021-05-15 15:37:13.762682  41838.782936258  7.2892   \n",
       " 2  ALPHR_USDT 2021-05-15 15:37:27.148195  41838.782936258  7.2892   \n",
       " 3  ALPHR_USDT 2021-05-15 15:37:40.406192  41838.782936258  7.2896   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       7.2892             1.000000  \n",
       " 1       7.2892             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.0004             0.000055  ,\n",
       " 'KGC_USDT':      Symbol                  Timestamp          Volume     Price  Price_Delta  \\\n",
       " 0  KGC_USDT 2021-05-15 15:36:59.449017  360691685.3167  0.000767     0.000767   \n",
       " 1  KGC_USDT 2021-05-15 15:37:13.762682  360600272.4955  0.000767     0.000767   \n",
       " 2  KGC_USDT 2021-05-15 15:37:27.148195  360600272.4955  0.000767     0.000000   \n",
       " 3  KGC_USDT 2021-05-15 15:37:40.406192  360600272.4955  0.000767     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OIN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OIN_USDT 2021-05-15 15:36:59.449017  68219.130465938  0.8093       0.8093   \n",
       " 1  OIN_USDT 2021-05-15 15:37:13.762682  68219.130465938  0.8093       0.8093   \n",
       " 2  OIN_USDT 2021-05-15 15:37:27.148195  68224.938811027  0.8093       0.0000   \n",
       " 3  OIN_USDT 2021-05-15 15:37:40.406192  68224.938811027  0.8093       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'A5T_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  A5T_USDT 2021-05-15 15:36:59.449017  351845.80330072  0.2450       0.2450   \n",
       " 1  A5T_USDT 2021-05-15 15:37:13.762682  351984.86756683  0.2446       0.2446   \n",
       " 2  A5T_USDT 2021-05-15 15:37:27.148195  351984.86756683  0.2446       0.0000   \n",
       " 3  A5T_USDT 2021-05-15 15:37:40.406192  351984.86756683  0.2446       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BLY_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BLY_USDT 2021-05-15 15:36:59.449017  615821.95951851  0.0954       0.0954   \n",
       " 1  BLY_USDT 2021-05-15 15:37:13.762682  615821.95951851  0.0954       0.0954   \n",
       " 2  BLY_USDT 2021-05-15 15:37:27.148195  615889.31105915  0.0954       0.0000   \n",
       " 3  BLY_USDT 2021-05-15 15:37:40.406192  615889.31105915  0.0954       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CELO_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CELO_USDT 2021-05-15 15:36:59.449017  27538.579719056  4.863        4.863   \n",
       " 1  CELO_USDT 2021-05-15 15:37:13.762682  27536.844519056  4.863        4.863   \n",
       " 2  CELO_USDT 2021-05-15 15:37:27.148195  27536.844519056  4.863        0.000   \n",
       " 3  CELO_USDT 2021-05-15 15:37:40.406192  27536.844519056  4.863        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OMG3S_USDT':        Symbol                  Timestamp       Volume    Price  Price_Delta  \\\n",
       " 0  OMG3S_USDT 2021-05-15 15:36:59.449017  5094.897855  0.03205      0.03205   \n",
       " 1  OMG3S_USDT 2021-05-15 15:37:13.762682  5094.897855  0.03205      0.03205   \n",
       " 2  OMG3S_USDT 2021-05-15 15:37:27.148195  5094.897855  0.03205      0.00000   \n",
       " 3  OMG3S_USDT 2021-05-15 15:37:40.406192  5094.897855  0.03205      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SWAP_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SWAP_USDT 2021-05-15 15:36:59.449017  37894.232720203  2.914        2.914   \n",
       " 1  SWAP_USDT 2021-05-15 15:37:13.762682  37895.179311459  2.914        2.914   \n",
       " 2  SWAP_USDT 2021-05-15 15:37:27.148195  37895.179311459  2.895       -0.019   \n",
       " 3  SWAP_USDT 2021-05-15 15:37:40.406192  37895.179311459  2.895        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.006563  \n",
       " 3             0.000000  ,\n",
       " 'TWT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TWT_USDT 2021-05-15 15:36:59.449017  130338.41558474  0.8400       0.8400   \n",
       " 1  TWT_USDT 2021-05-15 15:37:13.762682  130331.85137126  0.8400       0.8400   \n",
       " 2  TWT_USDT 2021-05-15 15:37:27.148195  130331.85137126  0.8400       0.0000   \n",
       " 3  TWT_USDT 2021-05-15 15:37:40.406192  130331.85137126  0.8386      -0.0014   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001669  ,\n",
       " 'OXT_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  OXT_USDT 2021-05-15 15:36:59.449017  318982.4166986  0.6004       0.6004   \n",
       " 1  OXT_USDT 2021-05-15 15:37:13.762682  318966.5658986  0.6004       0.6004   \n",
       " 2  OXT_USDT 2021-05-15 15:37:27.148195  318966.5658986  0.6004       0.0000   \n",
       " 3  OXT_USDT 2021-05-15 15:37:40.406192  318966.5658986  0.6004       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'IRIS_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  IRIS_USDT 2021-05-15 15:36:59.449017  487443.20154275  0.14873   \n",
       " 1  IRIS_USDT 2021-05-15 15:37:13.762682  487469.79960063  0.14873   \n",
       " 2  IRIS_USDT 2021-05-15 15:37:27.148195  487469.79960063  0.14873   \n",
       " 3  IRIS_USDT 2021-05-15 15:37:40.406192  487469.79960063  0.14873   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.14873                  1.0  \n",
       " 1      0.14873                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'PERL_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  PERL_USDT 2021-05-15 15:36:59.449017  371018.58280182  0.11301   \n",
       " 1  PERL_USDT 2021-05-15 15:37:13.762682  371160.13775047  0.11301   \n",
       " 2  PERL_USDT 2021-05-15 15:37:27.148195  371160.13775047  0.11301   \n",
       " 3  PERL_USDT 2021-05-15 15:37:40.406192  371160.13775047  0.11301   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.11301                  1.0  \n",
       " 1      0.11301                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'TORN_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TORN_USDT 2021-05-15 15:36:59.449017  797.76005871804  100.54       100.54   \n",
       " 1  TORN_USDT 2021-05-15 15:37:13.762682  797.84003642871  100.54       100.54   \n",
       " 2  TORN_USDT 2021-05-15 15:37:27.148195  797.84003642871  100.54         0.00   \n",
       " 3  TORN_USDT 2021-05-15 15:37:40.406192  797.84003642871  100.52        -0.02   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000199  ,\n",
       " 'SUSHI3L_USDT':          Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SUSHI3L_USDT 2021-05-15 15:36:59.449017  708505.07818447  0.08215   \n",
       " 1  SUSHI3L_USDT 2021-05-15 15:37:13.762682  708505.07818447  0.08215   \n",
       " 2  SUSHI3L_USDT 2021-05-15 15:37:27.148195  708505.07818447  0.08215   \n",
       " 3  SUSHI3L_USDT 2021-05-15 15:37:40.406192  708340.82355839  0.08215   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.08215                  1.0  \n",
       " 1      0.08215                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'TSHP_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  TSHP_USDT 2021-05-15 15:36:59.449017  1031647.8712024  0.01724   \n",
       " 1  TSHP_USDT 2021-05-15 15:37:13.762682  1030417.6273215  0.01724   \n",
       " 2  TSHP_USDT 2021-05-15 15:37:27.148195  1030417.6273215  0.01724   \n",
       " 3  TSHP_USDT 2021-05-15 15:37:40.406192  1030417.6273215  0.01724   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01724                  1.0  \n",
       " 1      0.01724                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'AXS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  AXS_USDT 2021-05-15 15:36:59.449017  9151.1790179468  6.885        6.885   \n",
       " 1  AXS_USDT 2021-05-15 15:37:13.762682  9151.1790179468  6.885        6.885   \n",
       " 2  AXS_USDT 2021-05-15 15:37:27.148195  9151.9923506734  6.885        0.000   \n",
       " 3  AXS_USDT 2021-05-15 15:37:40.406192  9151.9923506734  6.885        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CORN_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CORN_USDT 2021-05-15 15:36:59.449017  1377.4558982649  12.748       12.748   \n",
       " 1  CORN_USDT 2021-05-15 15:37:13.762682  1378.3293859736  12.748       12.748   \n",
       " 2  CORN_USDT 2021-05-15 15:37:27.148195  1378.3293859736  12.748        0.000   \n",
       " 3  CORN_USDT 2021-05-15 15:37:40.406192  1378.3293859736  12.748        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DFL_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DFL_USDT 2021-05-15 15:36:59.449017  40062.987666909  0.8551       0.8551   \n",
       " 1  DFL_USDT 2021-05-15 15:37:13.762682  40051.723588867  0.8547       0.8547   \n",
       " 2  DFL_USDT 2021-05-15 15:37:27.148195  40051.723588867  0.8547       0.0000   \n",
       " 3  DFL_USDT 2021-05-15 15:37:40.406192  40051.723588867  0.8547       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ARES_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ARES_USDT 2021-05-15 15:36:59.449017  10289952.197818  0.25662   \n",
       " 1  ARES_USDT 2021-05-15 15:37:13.762682   10288385.83784  0.25662   \n",
       " 2  ARES_USDT 2021-05-15 15:37:27.148195   10288385.83784  0.25662   \n",
       " 3  ARES_USDT 2021-05-15 15:37:40.406192   10288385.83784  0.25662   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.25662                  1.0  \n",
       " 1      0.25662                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'JST3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  JST3L_USDT 2021-05-15 15:36:59.449017  6182.7172380674  3.1712   \n",
       " 1  JST3L_USDT 2021-05-15 15:37:13.762682  6182.7172380674  3.1725   \n",
       " 2  JST3L_USDT 2021-05-15 15:37:27.148195  6189.4715826385  3.1725   \n",
       " 3  JST3L_USDT 2021-05-15 15:37:40.406192  6189.4715826385  3.1725   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       3.1712                  1.0  \n",
       " 1       3.1725                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'RENBTC_USDT':         Symbol                  Timestamp            Volume     Price  \\\n",
       " 0  RENBTC_USDT 2021-05-15 15:36:59.449017  0.60129020497512  49163.39   \n",
       " 1  RENBTC_USDT 2021-05-15 15:37:13.762682  0.60095834738176  49163.39   \n",
       " 2  RENBTC_USDT 2021-05-15 15:37:27.148195  0.60095834738176  49163.39   \n",
       " 3  RENBTC_USDT 2021-05-15 15:37:40.406192  0.60095834738176  49163.39   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     49163.39                  1.0  \n",
       " 1     49163.39                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'LYM_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LYM_USDT 2021-05-15 15:36:59.449017  15138933.374782  0.034384   \n",
       " 1  LYM_USDT 2021-05-15 15:37:13.762682  15138933.374782  0.034350   \n",
       " 2  LYM_USDT 2021-05-15 15:37:27.148195  15162870.793087  0.034350   \n",
       " 3  LYM_USDT 2021-05-15 15:37:40.406192  15162870.793087  0.034350   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.034384                  1.0  \n",
       " 1     0.034350                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'PET_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PET_USDT 2021-05-15 15:36:59.449017  493504.25308931  0.8633       0.8633   \n",
       " 1  PET_USDT 2021-05-15 15:37:13.762682  493504.25308931  0.8633       0.8633   \n",
       " 2  PET_USDT 2021-05-15 15:37:27.148195  493504.25308931  0.8633       0.0000   \n",
       " 3  PET_USDT 2021-05-15 15:37:40.406192  493339.97788931  0.8633       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MIX_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MIX_USDT 2021-05-15 15:36:59.449017  4150538.0524786  0.006654   \n",
       " 1  MIX_USDT 2021-05-15 15:37:13.762682  4150822.0363094  0.006654   \n",
       " 2  MIX_USDT 2021-05-15 15:37:27.148195  4150822.0363094  0.006654   \n",
       " 3  MIX_USDT 2021-05-15 15:37:40.406192  4150822.0363094  0.006654   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006654                  1.0  \n",
       " 1     0.006654                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'HSC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  HSC_USDT 2021-05-15 15:36:59.449017  4561378523.3338  0.000082   \n",
       " 1  HSC_USDT 2021-05-15 15:37:13.762682  4554017043.4234  0.000082   \n",
       " 2  HSC_USDT 2021-05-15 15:37:27.148195  4554017043.4234  0.000082   \n",
       " 3  HSC_USDT 2021-05-15 15:37:40.406192  4554017043.4234  0.000082   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  8.208000e-05             1.000000  \n",
       " 1  8.208000e-05             1.000000  \n",
       " 2  0.000000e+00             0.000000  \n",
       " 3 -3.000000e-08            -0.000366  ,\n",
       " 'KP3R_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KP3R_USDT 2021-05-15 15:36:59.449017  180.90884755609  294.91       294.91   \n",
       " 1  KP3R_USDT 2021-05-15 15:37:13.762682  178.91489928516  294.91       294.91   \n",
       " 2  KP3R_USDT 2021-05-15 15:37:27.148195  178.91489928516  294.91         0.00   \n",
       " 3  KP3R_USDT 2021-05-15 15:37:40.406192  178.91489928516  294.91         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XYM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XYM_USDT 2021-05-15 15:36:59.449017    9975294.62332  0.2269       0.2269   \n",
       " 1  XYM_USDT 2021-05-15 15:37:13.762682  9980392.7242797  0.2271       0.2271   \n",
       " 2  XYM_USDT 2021-05-15 15:37:27.148195  9980392.7242797  0.2271       0.0000   \n",
       " 3  XYM_USDT 2021-05-15 15:37:40.406192  9980392.7242797  0.2271       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KNC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KNC_USDT 2021-05-15 15:36:59.449017  22701.457911078  2.9688       2.9688   \n",
       " 1  KNC_USDT 2021-05-15 15:37:13.762682  22701.457911078  2.9688       2.9688   \n",
       " 2  KNC_USDT 2021-05-15 15:37:27.148195  22701.457911078  2.9708       0.0020   \n",
       " 3  KNC_USDT 2021-05-15 15:37:40.406192  22711.223879981  2.9708       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000673  \n",
       " 3             0.000000  ,\n",
       " 'BOX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BOX_USDT 2021-05-15 15:36:59.449017  1685.7208732886  22.948       22.948   \n",
       " 1  BOX_USDT 2021-05-15 15:37:13.762682  1686.0606250136  22.858       22.858   \n",
       " 2  BOX_USDT 2021-05-15 15:37:27.148195  1686.0606250136  22.858        0.000   \n",
       " 3  BOX_USDT 2021-05-15 15:37:40.406192  1686.0606250136  22.858        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RDN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RDN_USDT 2021-05-15 15:36:59.449017  19015.976770233  0.7839       0.7839   \n",
       " 1  RDN_USDT 2021-05-15 15:37:13.762682  19015.976770233  0.7839       0.7839   \n",
       " 2  RDN_USDT 2021-05-15 15:37:27.148195  19015.976770233  0.7839       0.0000   \n",
       " 3  RDN_USDT 2021-05-15 15:37:40.406192  19024.554686521  0.7839       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BNB3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BNB3L_USDT 2021-05-15 15:36:59.449017  1120.2351480564  53.8170   \n",
       " 1  BNB3L_USDT 2021-05-15 15:37:13.762682  1120.2351480564  54.0664   \n",
       " 2  BNB3L_USDT 2021-05-15 15:37:27.148195  1120.2351480564  54.0664   \n",
       " 3  BNB3L_USDT 2021-05-15 15:37:40.406192  1120.2351480564  54.0664   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      53.8170                  1.0  \n",
       " 1      54.0664                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'ALCX_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ALCX_USDT 2021-05-15 15:36:59.449017  12.032065734285  1423.02   \n",
       " 1  ALCX_USDT 2021-05-15 15:37:13.762682  12.032065734285  1423.02   \n",
       " 2  ALCX_USDT 2021-05-15 15:37:27.148195  12.032065734285  1423.92   \n",
       " 3  ALCX_USDT 2021-05-15 15:37:40.406192  12.032065734285  1423.92   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      1423.02             1.000000  \n",
       " 1      1423.02             1.000000  \n",
       " 2         0.90             0.000632  \n",
       " 3         0.00             0.000000  ,\n",
       " 'RFR_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  RFR_USDT 2021-05-15 15:36:59.449017  837291.37912498  0.015744   \n",
       " 1  RFR_USDT 2021-05-15 15:37:13.762682  837548.42322843  0.015744   \n",
       " 2  RFR_USDT 2021-05-15 15:37:27.148195  837548.42322843  0.015744   \n",
       " 3  RFR_USDT 2021-05-15 15:37:40.406192  837548.42322843  0.015744   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.015744                  1.0  \n",
       " 1     0.015744                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ADA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ADA_USDT 2021-05-15 15:36:59.449017  58824172.101694  2.2506       2.2506   \n",
       " 1  ADA_USDT 2021-05-15 15:37:13.762682  58819206.025274  2.2528       2.2528   \n",
       " 2  ADA_USDT 2021-05-15 15:37:27.148195  58819206.025274  2.2530       0.0002   \n",
       " 3  ADA_USDT 2021-05-15 15:37:40.406192  58819206.025274  2.2535       0.0005   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000089  \n",
       " 3             0.000222  ,\n",
       " 'CTI_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  CTI_USDT 2021-05-15 15:36:59.449017  2426673.1372305  0.13609      0.13609   \n",
       " 1  CTI_USDT 2021-05-15 15:37:13.762682  2426499.7480305  0.13609      0.13609   \n",
       " 2  CTI_USDT 2021-05-15 15:37:27.148195  2426499.7480305  0.13609      0.00000   \n",
       " 3  CTI_USDT 2021-05-15 15:37:40.406192  2426499.7480305  0.13609      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BSV5S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BSV5S_USDT 2021-05-15 15:36:59.449017  2189688.4309599  0.247148   \n",
       " 1  BSV5S_USDT 2021-05-15 15:37:13.762682  2189688.4309599  0.247148   \n",
       " 2  BSV5S_USDT 2021-05-15 15:37:27.148195  2189688.4309599  0.247148   \n",
       " 3  BSV5S_USDT 2021-05-15 15:37:40.406192  2189678.7709599  0.247148   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.247148                  1.0  \n",
       " 1     0.247148                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'RLC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RLC_USDT 2021-05-15 15:36:59.449017  183544.82319368  8.7295       8.7295   \n",
       " 1  RLC_USDT 2021-05-15 15:37:13.762682  183544.82319368  8.7295       8.7295   \n",
       " 2  RLC_USDT 2021-05-15 15:37:27.148195  183544.82319368  8.7295       0.0000   \n",
       " 3  RLC_USDT 2021-05-15 15:37:40.406192  184212.59199368  8.7295       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ARGON_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ARGON_USDT 2021-05-15 15:36:59.449017  134158.97048592  0.14205   \n",
       " 1  ARGON_USDT 2021-05-15 15:37:13.762682  134136.19143352  0.14205   \n",
       " 2  ARGON_USDT 2021-05-15 15:37:27.148195  134136.19143352  0.14205   \n",
       " 3  ARGON_USDT 2021-05-15 15:37:40.406192  134136.19143352  0.14205   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.14205                  1.0  \n",
       " 1      0.14205                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'COTI_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  COTI_USDT 2021-05-15 15:36:59.449017  1161995.9073749  0.44414   \n",
       " 1  COTI_USDT 2021-05-15 15:37:13.762682  1161995.9073749  0.44414   \n",
       " 2  COTI_USDT 2021-05-15 15:37:27.148195  1158818.3804248  0.44414   \n",
       " 3  COTI_USDT 2021-05-15 15:37:40.406192  1158818.3804248  0.44414   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.44414                  1.0  \n",
       " 1      0.44414                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'XCH_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  XCH_USDT 2021-05-15 15:36:59.449017  9111.1665843286  1584.94      1584.94   \n",
       " 1  XCH_USDT 2021-05-15 15:37:13.762682  9111.1665843286  1588.12      1588.12   \n",
       " 2  XCH_USDT 2021-05-15 15:37:27.148195  9111.1665843286  1583.06        -5.06   \n",
       " 3  XCH_USDT 2021-05-15 15:37:40.406192  9111.8160675286  1581.89        -1.17   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.003196  \n",
       " 3            -0.000740  ,\n",
       " 'CFI_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CFI_USDT 2021-05-15 15:36:59.449017  876.68760039154  34.076       34.076   \n",
       " 1  CFI_USDT 2021-05-15 15:37:13.762682  876.35309146986  34.076       34.076   \n",
       " 2  CFI_USDT 2021-05-15 15:37:27.148195  876.35309146986  34.076        0.000   \n",
       " 3  CFI_USDT 2021-05-15 15:37:40.406192  876.35309146986  34.076        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TOMO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TOMO_USDT 2021-05-15 15:36:59.449017  34653.820681589  2.0923       2.0923   \n",
       " 1  TOMO_USDT 2021-05-15 15:37:13.762682  34653.820681589  2.0923       2.0923   \n",
       " 2  TOMO_USDT 2021-05-15 15:37:27.148195  34653.820681589  2.0923       0.0000   \n",
       " 3  TOMO_USDT 2021-05-15 15:37:40.406192  34653.820681589  2.0923       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QTUM_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  QTUM_USDT 2021-05-15 15:36:59.449017  223976.7964311  20.491       20.491   \n",
       " 1  QTUM_USDT 2021-05-15 15:37:13.762682  223976.7964311  20.491       20.491   \n",
       " 2  QTUM_USDT 2021-05-15 15:37:27.148195  223976.7964311  20.527        0.036   \n",
       " 3  QTUM_USDT 2021-05-15 15:37:40.406192  223344.0325911  20.527        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001754  \n",
       " 3             0.000000  ,\n",
       " 'MARSH_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MARSH_USDT 2021-05-15 15:36:59.449017  14206.282213028  3.734        3.734   \n",
       " 1  MARSH_USDT 2021-05-15 15:37:13.762682  14219.026721023  3.734        3.734   \n",
       " 2  MARSH_USDT 2021-05-15 15:37:27.148195  14219.026721023  3.734        0.000   \n",
       " 3  MARSH_USDT 2021-05-15 15:37:40.406192  14219.026721023  3.727       -0.007   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001878  ,\n",
       " 'HUSD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  HUSD_USDT 2021-05-15 15:36:59.449017  30068.190318462  0.9985       0.9985   \n",
       " 1  HUSD_USDT 2021-05-15 15:37:13.762682  30063.797086932  0.9985       0.9985   \n",
       " 2  HUSD_USDT 2021-05-15 15:37:27.148195  30063.797086932  0.9985       0.0000   \n",
       " 3  HUSD_USDT 2021-05-15 15:37:40.406192  30063.797086932  0.9985       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WIN_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  WIN_USDT 2021-05-15 15:36:59.449017  531353389.72758  0.000873   \n",
       " 1  WIN_USDT 2021-05-15 15:37:13.762682  531353389.72758  0.000873   \n",
       " 2  WIN_USDT 2021-05-15 15:37:27.148195  530593666.96518  0.000873   \n",
       " 3  WIN_USDT 2021-05-15 15:37:40.406192  530593666.96518  0.000873   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000873                  1.0  \n",
       " 1     0.000873                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'USDC_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  USDC_USDT 2021-05-15 15:36:59.449017  1192148.0788718  0.998        0.998   \n",
       " 1  USDC_USDT 2021-05-15 15:37:13.762682  1188606.6699998  0.997        0.997   \n",
       " 2  USDC_USDT 2021-05-15 15:37:27.148195  1188606.6699998  0.997        0.000   \n",
       " 3  USDC_USDT 2021-05-15 15:37:40.406192  1188606.6699998  0.998        0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001002  ,\n",
       " 'CKB_USDT':      Symbol                  Timestamp          Volume     Price  Price_Delta  \\\n",
       " 0  CKB_USDT 2021-05-15 15:36:59.449017  17967353.11263  0.025172     0.025172   \n",
       " 1  CKB_USDT 2021-05-15 15:37:13.762682  18065164.46463  0.025029     0.025029   \n",
       " 2  CKB_USDT 2021-05-15 15:37:27.148195  18065164.46463  0.025029     0.000000   \n",
       " 3  CKB_USDT 2021-05-15 15:37:40.406192  18065164.46463  0.025029     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'POLC_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  POLC_USDT 2021-05-15 15:36:59.449017  1472830.4708638  0.4845       0.4845   \n",
       " 1  POLC_USDT 2021-05-15 15:37:13.762682  1475255.7536638  0.4856       0.4856   \n",
       " 2  POLC_USDT 2021-05-15 15:37:27.148195  1475255.7536638  0.4857       0.0001   \n",
       " 3  POLC_USDT 2021-05-15 15:37:40.406192  1475255.7536638  0.4857       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000206  \n",
       " 3             0.000000  ,\n",
       " 'ETH3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ETH3S_USDT 2021-05-15 15:36:59.449017  8805578.0624324  0.00544   \n",
       " 1  ETH3S_USDT 2021-05-15 15:37:13.762682  8805578.0624324  0.00544   \n",
       " 2  ETH3S_USDT 2021-05-15 15:37:27.148195   8806458.251425  0.00544   \n",
       " 3  ETH3S_USDT 2021-05-15 15:37:40.406192   8806458.251425  0.00544   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00544                  1.0  \n",
       " 1      0.00544                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'SERO3S_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SERO3S_USDT 2021-05-15 15:36:59.449017  37073.286164323  0.7893   \n",
       " 1  SERO3S_USDT 2021-05-15 15:37:13.762682  37078.404871605  0.7913   \n",
       " 2  SERO3S_USDT 2021-05-15 15:37:27.148195  37078.404871605  0.7913   \n",
       " 3  SERO3S_USDT 2021-05-15 15:37:40.406192  37078.404871605  0.7913   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.7893                  1.0  \n",
       " 1       0.7913                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'TFUEL_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  TFUEL_USDT 2021-05-15 15:36:59.449017  873410.8183721  0.32548   \n",
       " 1  TFUEL_USDT 2021-05-15 15:37:13.762682  873416.1883721  0.32548   \n",
       " 2  TFUEL_USDT 2021-05-15 15:37:27.148195  873416.1883721  0.32534   \n",
       " 3  TFUEL_USDT 2021-05-15 15:37:40.406192  873416.1883721  0.32534   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.32548              1.00000  \n",
       " 1      0.32548              1.00000  \n",
       " 2     -0.00014             -0.00043  \n",
       " 3      0.00000              0.00000  ,\n",
       " 'TOOLS_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  TOOLS_USDT 2021-05-15 15:36:59.449017  195858.70568451  0.2671   \n",
       " 1  TOOLS_USDT 2021-05-15 15:37:13.762682  195793.72563397  0.2670   \n",
       " 2  TOOLS_USDT 2021-05-15 15:37:27.148195  195793.72563397  0.2670   \n",
       " 3  TOOLS_USDT 2021-05-15 15:37:40.406192  195793.72563397  0.2670   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2671                  1.0  \n",
       " 1       0.2670                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'OMG3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  OMG3L_USDT 2021-05-15 15:36:59.449017   84289.76461964  0.5712   \n",
       " 1  OMG3L_USDT 2021-05-15 15:37:13.762682   84289.76461964  0.5712   \n",
       " 2  OMG3L_USDT 2021-05-15 15:37:27.148195  84305.371462889  0.5712   \n",
       " 3  OMG3L_USDT 2021-05-15 15:37:40.406192  84305.371462889  0.5712   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5712                  1.0  \n",
       " 1       0.5712                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BCH5L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BCH5L_USDT 2021-05-15 15:36:59.449017  1157711.7352511  0.5509   \n",
       " 1  BCH5L_USDT 2021-05-15 15:37:13.762682  1157711.7352511  0.5509   \n",
       " 2  BCH5L_USDT 2021-05-15 15:37:27.148195  1157711.7352511  0.5596   \n",
       " 3  BCH5L_USDT 2021-05-15 15:37:40.406192  1157706.8176511  0.5596   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5509             1.000000  \n",
       " 1       0.5509             1.000000  \n",
       " 2       0.0087             0.015547  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'FIDA_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FIDA_USDT 2021-05-15 15:36:59.449017  6453.7537854322  2.991        2.991   \n",
       " 1  FIDA_USDT 2021-05-15 15:37:13.762682  6459.7486678999  2.991        2.991   \n",
       " 2  FIDA_USDT 2021-05-15 15:37:27.148195  6459.7486678999  2.991        0.000   \n",
       " 3  FIDA_USDT 2021-05-15 15:37:40.406192  6459.7486678999  2.991        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTS_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BTS_USDT 2021-05-15 15:36:59.449017  10266145.979944  0.09859      0.09859   \n",
       " 1  BTS_USDT 2021-05-15 15:37:13.762682  10270955.839144  0.09859      0.09859   \n",
       " 2  BTS_USDT 2021-05-15 15:37:27.148195  10270955.839144  0.09859      0.00000   \n",
       " 3  BTS_USDT 2021-05-15 15:37:40.406192  10270955.839144  0.09883      0.00024   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.002428  ,\n",
       " 'BTMX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BTMX_USDT 2021-05-15 15:36:59.449017  63798.551995371  0.7527       0.7527   \n",
       " 1  BTMX_USDT 2021-05-15 15:37:13.762682  63780.352996423  0.7527       0.7527   \n",
       " 2  BTMX_USDT 2021-05-15 15:37:27.148195  63780.352996423  0.7527       0.0000   \n",
       " 3  BTMX_USDT 2021-05-15 15:37:40.406192  63780.352996423  0.7535       0.0008   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001062  ,\n",
       " 'SHARE_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SHARE_USDT 2021-05-15 15:36:59.449017  666115.29712792  0.0955   \n",
       " 1  SHARE_USDT 2021-05-15 15:37:13.762682  664169.43878635  0.0953   \n",
       " 2  SHARE_USDT 2021-05-15 15:37:27.148195  664169.43878635  0.0953   \n",
       " 3  SHARE_USDT 2021-05-15 15:37:40.406192  664169.43878635  0.0953   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0955                  1.0  \n",
       " 1       0.0953                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'ARNX_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ARNX_USDT 2021-05-15 15:36:59.449017  11394190.434698  0.21343   \n",
       " 1  ARNX_USDT 2021-05-15 15:37:13.762682  11394190.434698  0.21342   \n",
       " 2  ARNX_USDT 2021-05-15 15:37:27.148195   11381505.30896  0.20088   \n",
       " 3  ARNX_USDT 2021-05-15 15:37:40.406192   11381505.30896  0.20088   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.21343             1.000000  \n",
       " 1      0.21342             1.000000  \n",
       " 2     -0.01254            -0.062425  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'ESS_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ESS_USDT 2021-05-15 15:36:59.449017  4841466.7143761  0.005121   \n",
       " 1  ESS_USDT 2021-05-15 15:37:13.762682  4843458.3435028  0.005121   \n",
       " 2  ESS_USDT 2021-05-15 15:37:27.148195  4843458.3435028  0.005121   \n",
       " 3  ESS_USDT 2021-05-15 15:37:40.406192  4843458.3435028  0.005121   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.005121                  1.0  \n",
       " 1     0.005121                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ONG_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ONG_USDT 2021-05-15 15:36:59.449017  93232.121366195  0.799        0.799   \n",
       " 1  ONG_USDT 2021-05-15 15:37:13.762682   93214.58545368  0.799        0.799   \n",
       " 2  ONG_USDT 2021-05-15 15:37:27.148195   93214.58545368  0.799        0.000   \n",
       " 3  ONG_USDT 2021-05-15 15:37:40.406192   93214.58545368  0.799        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RSR_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  RSR_USDT 2021-05-15 15:36:59.449017  3468189.0025216  0.07579      0.07579   \n",
       " 1  RSR_USDT 2021-05-15 15:37:13.762682  3468189.0025216  0.07579      0.07579   \n",
       " 2  RSR_USDT 2021-05-15 15:37:27.148195  3467548.9825216  0.07579      0.00000   \n",
       " 3  RSR_USDT 2021-05-15 15:37:40.406192  3467548.9825216  0.07579      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DG_USDT':     Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  DG_USDT 2021-05-15 15:36:59.449017  83.58140479426  312.20       312.20   \n",
       " 1  DG_USDT 2021-05-15 15:37:13.762682  83.58140479426  312.20       312.20   \n",
       " 2  DG_USDT 2021-05-15 15:37:27.148195  83.58140479426  310.26        -1.94   \n",
       " 3  DG_USDT 2021-05-15 15:37:40.406192  83.58140479426  310.26         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.006253  \n",
       " 3             0.000000  ,\n",
       " 'FTM_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  FTM_USDT 2021-05-15 15:36:59.449017  682681.00631303  0.64787      0.64787   \n",
       " 1  FTM_USDT 2021-05-15 15:37:13.762682  682681.00631303  0.64893      0.64893   \n",
       " 2  FTM_USDT 2021-05-15 15:37:27.148195  682635.62907903  0.64893      0.00000   \n",
       " 3  FTM_USDT 2021-05-15 15:37:40.406192  682635.62907903  0.64893      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ADA3L_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  ADA3L_USDT 2021-05-15 15:36:59.449017   3008.56869696  71.3071   \n",
       " 1  ADA3L_USDT 2021-05-15 15:37:13.762682   3008.56869696  71.3071   \n",
       " 2  ADA3L_USDT 2021-05-15 15:37:27.148195   3008.56869696  71.3071   \n",
       " 3  ADA3L_USDT 2021-05-15 15:37:40.406192  3008.290210512  71.3071   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      71.3071                  1.0  \n",
       " 1      71.3071                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'EGLD3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  EGLD3L_USDT 2021-05-15 15:36:59.449017  21201.146076419  1.7862   \n",
       " 1  EGLD3L_USDT 2021-05-15 15:37:13.762682  21204.998651892  1.7862   \n",
       " 2  EGLD3L_USDT 2021-05-15 15:37:27.148195  21204.998651892  1.7862   \n",
       " 3  EGLD3L_USDT 2021-05-15 15:37:40.406192  21204.998651892  1.7862   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.7862                  1.0  \n",
       " 1       1.7862                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'CBK_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CBK_USDT 2021-05-15 15:36:59.449017   2021.990531434  5.828        5.828   \n",
       " 1  CBK_USDT 2021-05-15 15:37:13.762682  2022.7082979404  5.828        5.828   \n",
       " 2  CBK_USDT 2021-05-15 15:37:27.148195  2022.7082979404  5.804       -0.024   \n",
       " 3  CBK_USDT 2021-05-15 15:37:40.406192  2022.7082979404  5.804        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004135  \n",
       " 3             0.000000  ,\n",
       " 'BDT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BDT_USDT 2021-05-15 15:36:59.449017   6622777.146946  0.01606      0.01606   \n",
       " 1  BDT_USDT 2021-05-15 15:37:13.762682   6622777.146946  0.01606      0.01606   \n",
       " 2  BDT_USDT 2021-05-15 15:37:27.148195  6632134.9268259  0.01606      0.00000   \n",
       " 3  BDT_USDT 2021-05-15 15:37:40.406192  6632134.9268259  0.01606      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'UMA_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  UMA_USDT 2021-05-15 15:36:59.449017  7559.292031218  25.197       25.197   \n",
       " 1  UMA_USDT 2021-05-15 15:37:13.762682  7554.195871218  25.197       25.197   \n",
       " 2  UMA_USDT 2021-05-15 15:37:27.148195  7554.195871218  25.237        0.040   \n",
       " 3  UMA_USDT 2021-05-15 15:37:40.406192  7554.195871218  25.237        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001585  \n",
       " 3             0.000000  ,\n",
       " 'FRAX_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FRAX_USDT 2021-05-15 15:36:59.449017  20484.468823078  1.049        1.049   \n",
       " 1  FRAX_USDT 2021-05-15 15:37:13.762682  20485.043003992  1.049        1.049   \n",
       " 2  FRAX_USDT 2021-05-15 15:37:27.148195  20485.043003992  1.051        0.002   \n",
       " 3  FRAX_USDT 2021-05-15 15:37:40.406192  20485.043003992  1.050       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001903  \n",
       " 3            -0.000952  ,\n",
       " 'EASY_USDT':       Symbol                  Timestamp Volume  Price  Price_Delta  \\\n",
       " 0  EASY_USDT 2021-05-15 15:36:59.449017      0    7.3          7.3   \n",
       " 1  EASY_USDT 2021-05-15 15:37:13.762682      0    7.3          7.3   \n",
       " 2  EASY_USDT 2021-05-15 15:37:27.148195      0    7.3          0.0   \n",
       " 3  EASY_USDT 2021-05-15 15:37:40.406192      0    7.3          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NOIA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NOIA_USDT 2021-05-15 15:36:59.449017  75757.510790719  0.5760       0.5760   \n",
       " 1  NOIA_USDT 2021-05-15 15:37:13.762682   75641.98907067  0.5760       0.5760   \n",
       " 2  NOIA_USDT 2021-05-15 15:37:27.148195   75641.98907067  0.5762       0.0002   \n",
       " 3  NOIA_USDT 2021-05-15 15:37:40.406192   75641.98907067  0.5762       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000347  \n",
       " 3             0.000000  ,\n",
       " 'POLY_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  POLY_USDT 2021-05-15 15:36:59.449017  169505.66848124  0.3524       0.3524   \n",
       " 1  POLY_USDT 2021-05-15 15:37:13.762682  169470.70395124  0.3524       0.3524   \n",
       " 2  POLY_USDT 2021-05-15 15:37:27.148195  169470.70395124  0.3550       0.0026   \n",
       " 3  POLY_USDT 2021-05-15 15:37:40.406192  169470.70395124  0.3550       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.007324  \n",
       " 3             0.000000  ,\n",
       " 'TRX_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  TRX_USDT 2021-05-15 15:36:59.449017  165870006.31396  0.12060      0.12060   \n",
       " 1  TRX_USDT 2021-05-15 15:37:13.762682  165870006.31396  0.12082      0.12082   \n",
       " 2  TRX_USDT 2021-05-15 15:37:27.148195  166131743.91328  0.12085      0.00003   \n",
       " 3  TRX_USDT 2021-05-15 15:37:40.406192  166131743.91328  0.12086      0.00001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000248  \n",
       " 3             0.000083  ,\n",
       " 'BXC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BXC_USDT 2021-05-15 15:36:59.449017  612979194.28277  0.001118   \n",
       " 1  BXC_USDT 2021-05-15 15:37:13.762682  612560552.61721  0.001118   \n",
       " 2  BXC_USDT 2021-05-15 15:37:27.148195  612560552.61721  0.001118   \n",
       " 3  BXC_USDT 2021-05-15 15:37:40.406192  612560552.61721  0.001118   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.001118                  1.0  \n",
       " 1     0.001118                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BTC5L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BTC5L_USDT 2021-05-15 15:36:59.449017  18955851.405922  0.0380   \n",
       " 1  BTC5L_USDT 2021-05-15 15:37:13.762682  18955851.405922  0.0383   \n",
       " 2  BTC5L_USDT 2021-05-15 15:37:27.148195  18993570.971851  0.0383   \n",
       " 3  BTC5L_USDT 2021-05-15 15:37:40.406192  18993570.971851  0.0383   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0380                  1.0  \n",
       " 1       0.0383                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'SUPER_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SUPER_USDT 2021-05-15 15:36:59.449017  121112.74989923  1.711        1.711   \n",
       " 1  SUPER_USDT 2021-05-15 15:37:13.762682  121106.94909923  1.711        1.711   \n",
       " 2  SUPER_USDT 2021-05-15 15:37:27.148195  121106.94909923  1.711        0.000   \n",
       " 3  SUPER_USDT 2021-05-15 15:37:40.406192  121106.94909923  1.711        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QTUM3S_USDT':         Symbol                  Timestamp        Volume    Price  Price_Delta  \\\n",
       " 0  QTUM3S_USDT 2021-05-15 15:36:59.449017  252879.63948  0.03321      0.03321   \n",
       " 1  QTUM3S_USDT 2021-05-15 15:37:13.762682  252879.63948  0.03317      0.03317   \n",
       " 2  QTUM3S_USDT 2021-05-15 15:37:27.148195  252882.42948  0.03317      0.00000   \n",
       " 3  QTUM3S_USDT 2021-05-15 15:37:40.406192  252882.42948  0.03317      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MTV_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MTV_USDT 2021-05-15 15:36:59.449017  16809297.697119  0.006951   \n",
       " 1  MTV_USDT 2021-05-15 15:37:13.762682  16809912.167643  0.006951   \n",
       " 2  MTV_USDT 2021-05-15 15:37:27.148195  16809912.167643  0.006951   \n",
       " 3  MTV_USDT 2021-05-15 15:37:40.406192  16809912.167643  0.006951   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006951                  1.0  \n",
       " 1     0.006951                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BNTY_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BNTY_USDT 2021-05-15 15:36:59.449017  8770002.8228307  0.003951   \n",
       " 1  BNTY_USDT 2021-05-15 15:37:13.762682  8767912.2099465  0.003951   \n",
       " 2  BNTY_USDT 2021-05-15 15:37:27.148195  8767912.2099465  0.003952   \n",
       " 3  BNTY_USDT 2021-05-15 15:37:40.406192  8767912.2099465  0.003952   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.003951             1.000000  \n",
       " 1     0.003951             1.000000  \n",
       " 2     0.000001             0.000253  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'HYVE_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  HYVE_USDT 2021-05-15 15:36:59.449017  254261.05861593  0.25576   \n",
       " 1  HYVE_USDT 2021-05-15 15:37:13.762682  254203.44067673  0.25567   \n",
       " 2  HYVE_USDT 2021-05-15 15:37:27.148195  254203.44067673  0.25567   \n",
       " 3  HYVE_USDT 2021-05-15 15:37:40.406192  254203.44067673  0.25567   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.25576                  1.0  \n",
       " 1      0.25567                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'SNX3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SNX3L_USDT 2021-05-15 15:36:59.449017  181398.35190708  1.9746   \n",
       " 1  SNX3L_USDT 2021-05-15 15:37:13.762682  181398.35190708  1.9746   \n",
       " 2  SNX3L_USDT 2021-05-15 15:37:27.148195  181410.98670708  1.9746   \n",
       " 3  SNX3L_USDT 2021-05-15 15:37:40.406192  181410.98670708  1.9741   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.9746             1.000000  \n",
       " 1       1.9746             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0005            -0.000253  ,\n",
       " 'ARMOR_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ARMOR_USDT 2021-05-15 15:36:59.449017  24141.901020831  0.8588   \n",
       " 1  ARMOR_USDT 2021-05-15 15:37:13.762682  24141.901020831  0.8588   \n",
       " 2  ARMOR_USDT 2021-05-15 15:37:27.148195  24149.543594694  0.8467   \n",
       " 3  ARMOR_USDT 2021-05-15 15:37:40.406192  24149.543594694  0.8467   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.8588             1.000000  \n",
       " 1       0.8588             1.000000  \n",
       " 2      -0.0121            -0.014291  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'DCR_USDT':      Symbol                  Timestamp         Volume    Price  Price_Delta  \\\n",
       " 0  DCR_USDT 2021-05-15 15:36:59.449017  632.045837346  191.831      191.831   \n",
       " 1  DCR_USDT 2021-05-15 15:37:13.762682  632.195717346  191.831      191.831   \n",
       " 2  DCR_USDT 2021-05-15 15:37:27.148195  632.195717346  191.831        0.000   \n",
       " 3  DCR_USDT 2021-05-15 15:37:40.406192  632.195717346  191.831        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TIPS_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  TIPS_USDT 2021-05-15 15:36:59.449017  36798722623.921  0.000048   \n",
       " 1  TIPS_USDT 2021-05-15 15:37:13.762682  36758722644.111  0.000048   \n",
       " 2  TIPS_USDT 2021-05-15 15:37:27.148195  36758722644.111  0.000048   \n",
       " 3  TIPS_USDT 2021-05-15 15:37:40.406192  36758722644.111  0.000048   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000048                  1.0  \n",
       " 1     0.000048                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'SWOP_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SWOP_USDT 2021-05-15 15:36:59.449017   1990.821955148  36.740       36.740   \n",
       " 1  SWOP_USDT 2021-05-15 15:37:13.762682  1990.2887795159  37.393       37.393   \n",
       " 2  SWOP_USDT 2021-05-15 15:37:27.148195  1990.2887795159  37.393        0.000   \n",
       " 3  SWOP_USDT 2021-05-15 15:37:40.406192  1990.2887795159  37.393        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SOL_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  SOL_USDT 2021-05-15 15:36:59.449017  24531.719030796  41.0835      41.0835   \n",
       " 1  SOL_USDT 2021-05-15 15:37:13.762682  24531.719030796  41.0233      41.0233   \n",
       " 2  SOL_USDT 2021-05-15 15:37:27.148195  24531.719030796  41.0233       0.0000   \n",
       " 3  SOL_USDT 2021-05-15 15:37:40.406192  24531.719030796  41.1005       0.0772   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001878  ,\n",
       " 'LTC3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LTC3S_USDT 2021-05-15 15:36:59.449017  2395340.4280778  0.0097   \n",
       " 1  LTC3S_USDT 2021-05-15 15:37:13.762682  2395340.4280778  0.0097   \n",
       " 2  LTC3S_USDT 2021-05-15 15:37:27.148195  2395340.4280778  0.0097   \n",
       " 3  LTC3S_USDT 2021-05-15 15:37:40.406192  2395340.4280778  0.0097   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0097                  1.0  \n",
       " 1       0.0097                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'ONC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ONC_USDT 2021-05-15 15:36:59.449017  89338.896473017  0.7465       0.7465   \n",
       " 1  ONC_USDT 2021-05-15 15:37:13.762682  89343.588722804  0.7465       0.7465   \n",
       " 2  ONC_USDT 2021-05-15 15:37:27.148195  89343.588722804  0.7465       0.0000   \n",
       " 3  ONC_USDT 2021-05-15 15:37:40.406192  89343.588722804  0.7465       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BSV5L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BSV5L_USDT 2021-05-15 15:36:59.449017  1270667655.3537  0.0006   \n",
       " 1  BSV5L_USDT 2021-05-15 15:37:13.762682  1270667655.3537  0.0006   \n",
       " 2  BSV5L_USDT 2021-05-15 15:37:27.148195  1270667655.3537  0.0006   \n",
       " 3  BSV5L_USDT 2021-05-15 15:37:40.406192  1270455613.2114  0.0006   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0006                  1.0  \n",
       " 1       0.0006                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'VTHO_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  VTHO_USDT 2021-05-15 15:36:59.449017   5701428.454917  0.013287   \n",
       " 1  VTHO_USDT 2021-05-15 15:37:13.762682  5704158.5952317  0.013287   \n",
       " 2  VTHO_USDT 2021-05-15 15:37:27.148195  5704158.5952317  0.013287   \n",
       " 3  VTHO_USDT 2021-05-15 15:37:40.406192  5704158.5952317  0.013317   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.013287             1.000000  \n",
       " 1     0.013287             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3     0.000030             0.002245  ,\n",
       " 'ADX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ADX_USDT 2021-05-15 15:36:59.449017  23589.088636216  1.0854       1.0854   \n",
       " 1  ADX_USDT 2021-05-15 15:37:13.762682  23580.961167515  1.0854       1.0854   \n",
       " 2  ADX_USDT 2021-05-15 15:37:27.148195  23580.961167515  1.0854       0.0000   \n",
       " 3  ADX_USDT 2021-05-15 15:37:40.406192  23580.961167515  1.0854       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CSPR_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CSPR_USDT 2021-05-15 15:36:59.449017  5622515.1096753  0.6993       0.6993   \n",
       " 1  CSPR_USDT 2021-05-15 15:37:13.762682  5622515.1096753  0.6943       0.6943   \n",
       " 2  CSPR_USDT 2021-05-15 15:37:27.148195    5647224.45571  0.6933      -0.0010   \n",
       " 3  CSPR_USDT 2021-05-15 15:37:40.406192    5647224.45571  0.6933       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001442  \n",
       " 3             0.000000  ,\n",
       " 'ALY_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ALY_USDT 2021-05-15 15:36:59.449017  499527147.40755  0.007819   \n",
       " 1  ALY_USDT 2021-05-15 15:37:13.762682  499527147.40755  0.007819   \n",
       " 2  ALY_USDT 2021-05-15 15:37:27.148195  499527147.40755  0.007820   \n",
       " 3  ALY_USDT 2021-05-15 15:37:40.406192  499527147.40755  0.007819   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.007819             1.000000  \n",
       " 1     0.007819             1.000000  \n",
       " 2     0.000001             0.000179  \n",
       " 3    -0.000001            -0.000179  ,\n",
       " 'ETC_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ETC_USDT 2021-05-15 15:36:59.449017  787061.00001095  102.459      102.459   \n",
       " 1  ETC_USDT 2021-05-15 15:37:13.762682  787061.00001095  102.305      102.305   \n",
       " 2  ETC_USDT 2021-05-15 15:37:27.148195  787061.00001095  102.427        0.122   \n",
       " 3  ETC_USDT 2021-05-15 15:37:40.406192  785891.99454971  102.412       -0.015   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001191  \n",
       " 3            -0.000146  ,\n",
       " 'DOT3S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DOT3S_USDT 2021-05-15 15:36:59.449017   23396.99373893  0.814696   \n",
       " 1  DOT3S_USDT 2021-05-15 15:37:13.762682  23433.645616182  0.814696   \n",
       " 2  DOT3S_USDT 2021-05-15 15:37:27.148195  23433.645616182  0.814696   \n",
       " 3  DOT3S_USDT 2021-05-15 15:37:40.406192  23433.645616182  0.814696   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.814696                  1.0  \n",
       " 1     0.814696                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'DODO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DODO_USDT 2021-05-15 15:36:59.449017  127675.62869563  2.8868       2.8868   \n",
       " 1  DODO_USDT 2021-05-15 15:37:13.762682  127675.62869563  2.8868       2.8868   \n",
       " 2  DODO_USDT 2021-05-15 15:37:27.148195  127671.82852497  2.8868       0.0000   \n",
       " 3  DODO_USDT 2021-05-15 15:37:40.406192  127671.82852497  2.8902       0.0034   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001176  ,\n",
       " 'BOA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BOA_USDT 2021-05-15 15:36:59.449017  156328.56706132  0.2708       0.2708   \n",
       " 1  BOA_USDT 2021-05-15 15:37:13.762682  156268.26332867  0.2708       0.2708   \n",
       " 2  BOA_USDT 2021-05-15 15:37:27.148195  156268.26332867  0.2714       0.0006   \n",
       " 3  BOA_USDT 2021-05-15 15:37:40.406192  156268.26332867  0.2714       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002211  \n",
       " 3             0.000000  ,\n",
       " 'LOON_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LOON_USDT 2021-05-15 15:36:59.449017  1950648.5470607  0.03865   \n",
       " 1  LOON_USDT 2021-05-15 15:37:13.762682  1950648.5470607  0.03865   \n",
       " 2  LOON_USDT 2021-05-15 15:37:27.148195  1950930.4101564  0.03865   \n",
       " 3  LOON_USDT 2021-05-15 15:37:40.406192  1950930.4101564  0.03865   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03865                  1.0  \n",
       " 1      0.03865                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'MKR3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  MKR3L_USDT 2021-05-15 15:36:59.449017  40885.160899741  2.8916   \n",
       " 1  MKR3L_USDT 2021-05-15 15:37:13.762682  40885.160899741  2.8916   \n",
       " 2  MKR3L_USDT 2021-05-15 15:37:27.148195  40889.650099741  2.8916   \n",
       " 3  MKR3L_USDT 2021-05-15 15:37:40.406192  40889.650099741  2.8950   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.8916             1.000000  \n",
       " 1       2.8916             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.0034             0.001174  ,\n",
       " 'LEMD_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LEMD_USDT 2021-05-15 15:36:59.449017  6640989.8752844  0.07506   \n",
       " 1  LEMD_USDT 2021-05-15 15:37:13.762682  6639208.9405004  0.07506   \n",
       " 2  LEMD_USDT 2021-05-15 15:37:27.148195  6639208.9405004  0.07506   \n",
       " 3  LEMD_USDT 2021-05-15 15:37:40.406192  6639208.9405004  0.07506   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07506                  1.0  \n",
       " 1      0.07506                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BCH3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BCH3L_USDT 2021-05-15 15:36:59.449017  226141.04789287  0.13944   \n",
       " 1  BCH3L_USDT 2021-05-15 15:37:13.762682  226141.04789287  0.13944   \n",
       " 2  BCH3L_USDT 2021-05-15 15:37:27.148195  226185.23223055  0.13944   \n",
       " 3  BCH3L_USDT 2021-05-15 15:37:40.406192  226185.23223055  0.13952   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.13944             1.000000  \n",
       " 1      0.13944             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00008             0.000573  ,\n",
       " 'DOT5S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  DOT5S_USDT 2021-05-15 15:36:59.449017  7115642.3922771  0.0608   \n",
       " 1  DOT5S_USDT 2021-05-15 15:37:13.762682  7115642.3922771  0.0606   \n",
       " 2  DOT5S_USDT 2021-05-15 15:37:27.148195  7117876.0962771  0.0605   \n",
       " 3  DOT5S_USDT 2021-05-15 15:37:40.406192  7117876.0962771  0.0605   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0608             1.000000  \n",
       " 1       0.0606             1.000000  \n",
       " 2      -0.0001            -0.001653  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'UDO_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  UDO_USDT 2021-05-15 15:36:59.449017  248047.93240633  0.257        0.257   \n",
       " 1  UDO_USDT 2021-05-15 15:37:13.762682  248067.33235467  0.257        0.257   \n",
       " 2  UDO_USDT 2021-05-15 15:37:27.148195  248067.33235467  0.257        0.000   \n",
       " 3  UDO_USDT 2021-05-15 15:37:40.406192  248067.33235467  0.257        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'COMP_USDT':       Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  COMP_USDT 2021-05-15 15:36:59.449017  441.355231752  741.40       741.40   \n",
       " 1  COMP_USDT 2021-05-15 15:37:13.762682  441.355231752  741.40       741.40   \n",
       " 2  COMP_USDT 2021-05-15 15:37:27.148195  441.359071752  741.40         0.00   \n",
       " 3  COMP_USDT 2021-05-15 15:37:40.406192  441.359071752  741.71         0.31   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000418  ,\n",
       " 'OKT_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  OKT_USDT 2021-05-15 15:36:59.449017   1691.61589296  193.10       193.10   \n",
       " 1  OKT_USDT 2021-05-15 15:37:13.762682  1689.792754854  193.03       193.03   \n",
       " 2  OKT_USDT 2021-05-15 15:37:27.148195  1689.792754854  193.03         0.00   \n",
       " 3  OKT_USDT 2021-05-15 15:37:40.406192  1689.792754854  193.03         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AE_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AE_USDT 2021-05-15 15:36:59.449017  10067383.768936  0.3005       0.3005   \n",
       " 1  AE_USDT 2021-05-15 15:37:13.762682  10067383.768936  0.3005       0.3005   \n",
       " 2  AE_USDT 2021-05-15 15:37:27.148195  10062656.989377  0.3005       0.0000   \n",
       " 3  AE_USDT 2021-05-15 15:37:40.406192  10062656.989377  0.3005       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QBT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  QBT_USDT 2021-05-15 15:36:59.449017  4971130.5097434  0.012066   \n",
       " 1  QBT_USDT 2021-05-15 15:37:13.762682  4971334.0825206  0.012066   \n",
       " 2  QBT_USDT 2021-05-15 15:37:27.148195  4971334.0825206  0.012066   \n",
       " 3  QBT_USDT 2021-05-15 15:37:40.406192  4971334.0825206  0.012065   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.012066             1.000000  \n",
       " 1     0.012066             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000001            -0.000083  ,\n",
       " 'ACH_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ACH_USDT 2021-05-15 15:36:59.449017  10522280.986876  0.007195   \n",
       " 1  ACH_USDT 2021-05-15 15:37:13.762682  10523986.275397  0.007195   \n",
       " 2  ACH_USDT 2021-05-15 15:37:27.148195  10523986.275397  0.007232   \n",
       " 3  ACH_USDT 2021-05-15 15:37:40.406192  10523986.275397  0.007203   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.007195             1.000000  \n",
       " 1     0.007195             1.000000  \n",
       " 2     0.000037             0.005116  \n",
       " 3    -0.000029            -0.004026  ,\n",
       " 'DATA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DATA_USDT 2021-05-15 15:36:59.449017  388457.09219034  0.12927   \n",
       " 1  DATA_USDT 2021-05-15 15:37:13.762682  388457.09219034  0.12927   \n",
       " 2  DATA_USDT 2021-05-15 15:37:27.148195  388457.09219034  0.12954   \n",
       " 3  DATA_USDT 2021-05-15 15:37:40.406192  388457.09219034  0.12954   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.12927             1.000000  \n",
       " 1      0.12927             1.000000  \n",
       " 2      0.00027             0.002084  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'JST3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  JST3S_USDT 2021-05-15 15:36:59.449017  148115.54191736  0.1982   \n",
       " 1  JST3S_USDT 2021-05-15 15:37:13.762682  148115.54191736  0.1973   \n",
       " 2  JST3S_USDT 2021-05-15 15:37:27.148195  148132.66393596  0.1973   \n",
       " 3  JST3S_USDT 2021-05-15 15:37:40.406192  148132.66393596  0.1973   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1982                  1.0  \n",
       " 1       0.1973                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'FEG_USDT':      Symbol                  Timestamp               Volume         Price  \\\n",
       " 0  FEG_USDT 2021-05-15 15:36:59.449017  1.3536618509026e+15  1.640000e-08   \n",
       " 1  FEG_USDT 2021-05-15 15:37:13.762682  1.3536618509026e+15  1.640000e-08   \n",
       " 2  FEG_USDT 2021-05-15 15:37:27.148195  1.3536618509026e+15  1.640000e-08   \n",
       " 3  FEG_USDT 2021-05-15 15:37:40.406192  1.3536618509026e+15  1.630000e-08   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  1.640000e-08             1.000000  \n",
       " 1  1.640000e-08             1.000000  \n",
       " 2  0.000000e+00             0.000000  \n",
       " 3 -1.000000e-10            -0.006135  ,\n",
       " 'TKO_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  TKO_USDT 2021-05-15 15:36:59.449017  84695.750271078  2.933        2.933   \n",
       " 1  TKO_USDT 2021-05-15 15:37:13.762682  84691.607871078  2.933        2.933   \n",
       " 2  TKO_USDT 2021-05-15 15:37:27.148195  84691.607871078  2.934        0.001   \n",
       " 3  TKO_USDT 2021-05-15 15:37:40.406192  84691.607871078  2.934        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000341  \n",
       " 3             0.000000  ,\n",
       " 'WBTC_USDT':       Symbol                  Timestamp            Volume     Price  \\\n",
       " 0  WBTC_USDT 2021-05-15 15:36:59.449017  0.83950466178846  48884.99   \n",
       " 1  WBTC_USDT 2021-05-15 15:37:13.762682  0.83950466178846  48884.99   \n",
       " 2  WBTC_USDT 2021-05-15 15:37:27.148195  0.83950466178846  48899.76   \n",
       " 3  WBTC_USDT 2021-05-15 15:37:40.406192  0.83950466178846  48899.76   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     48884.99             1.000000  \n",
       " 1     48884.99             1.000000  \n",
       " 2        14.77             0.000302  \n",
       " 3         0.00             0.000000  ,\n",
       " 'NMR_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NMR_USDT 2021-05-15 15:36:59.449017  276.10441109295  56.61        56.61   \n",
       " 1  NMR_USDT 2021-05-15 15:37:13.762682  276.15356064002  56.61        56.61   \n",
       " 2  NMR_USDT 2021-05-15 15:37:27.148195  276.15356064002  56.56        -0.05   \n",
       " 3  NMR_USDT 2021-05-15 15:37:40.406192  276.15356064002  56.56         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000884  \n",
       " 3             0.000000  ,\n",
       " 'SERO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SERO_USDT 2021-05-15 15:36:59.449017  3056737.9563383  0.2895       0.2895   \n",
       " 1  SERO_USDT 2021-05-15 15:37:13.762682  3056985.9901713  0.2890       0.2890   \n",
       " 2  SERO_USDT 2021-05-15 15:37:27.148195  3056985.9901713  0.2890       0.0000   \n",
       " 3  SERO_USDT 2021-05-15 15:37:40.406192  3056985.9901713  0.2890       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ROSE3S_USDT':         Symbol                  Timestamp       Volume    Price  Price_Delta  \\\n",
       " 0  ROSE3S_USDT 2021-05-15 15:36:59.449017  48470.08716  0.20441      0.20441   \n",
       " 1  ROSE3S_USDT 2021-05-15 15:37:13.762682  48463.06716  0.20468      0.20468   \n",
       " 2  ROSE3S_USDT 2021-05-15 15:37:27.148195  48463.06716  0.20468      0.00000   \n",
       " 3  ROSE3S_USDT 2021-05-15 15:37:40.406192  48463.06716  0.20468      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'K21_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  K21_USDT 2021-05-15 15:36:59.449017  17409.191106791  3.811        3.811   \n",
       " 1  K21_USDT 2021-05-15 15:37:13.762682  17409.191106791  3.811        3.811   \n",
       " 2  K21_USDT 2021-05-15 15:37:27.148195  17409.191106791  3.811        0.000   \n",
       " 3  K21_USDT 2021-05-15 15:37:40.406192  17409.191106791  3.800       -0.011   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.002895  ,\n",
       " 'KAI_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  KAI_USDT 2021-05-15 15:36:59.449017  622828.83726963  0.08940      0.08940   \n",
       " 1  KAI_USDT 2021-05-15 15:37:13.762682  622852.63772597  0.08974      0.08974   \n",
       " 2  KAI_USDT 2021-05-15 15:37:27.148195  622852.63772597  0.08974      0.00000   \n",
       " 3  KAI_USDT 2021-05-15 15:37:40.406192  622852.63772597  0.08974      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'VSO_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  VSO_USDT 2021-05-15 15:36:59.449017  206900.29724715  0.16216      0.16216   \n",
       " 1  VSO_USDT 2021-05-15 15:37:13.762682  206363.57001341  0.16216      0.16216   \n",
       " 2  VSO_USDT 2021-05-15 15:37:27.148195  206363.57001341  0.16216      0.00000   \n",
       " 3  VSO_USDT 2021-05-15 15:37:40.406192  206363.57001341  0.16216      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ILV_USDT':      Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  ILV_USDT 2021-05-15 15:36:59.449017  2766.724481058  79.14        79.14   \n",
       " 1  ILV_USDT 2021-05-15 15:37:13.762682  2766.724481058  79.14        79.14   \n",
       " 2  ILV_USDT 2021-05-15 15:37:27.148195  2769.495281058  78.94        -0.20   \n",
       " 3  ILV_USDT 2021-05-15 15:37:40.406192  2769.495281058  79.14         0.20   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.002534  \n",
       " 3             0.002527  ,\n",
       " 'BTC5S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BTC5S_USDT 2021-05-15 15:36:59.449017  1079767.5973515  0.3397   \n",
       " 1  BTC5S_USDT 2021-05-15 15:37:13.762682  1079767.5973515  0.3381   \n",
       " 2  BTC5S_USDT 2021-05-15 15:37:27.148195  1079767.5973515  0.3381   \n",
       " 3  BTC5S_USDT 2021-05-15 15:37:40.406192  1079600.0293515  0.3381   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.3397                  1.0  \n",
       " 1       0.3381                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BSCS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BSCS_USDT 2021-05-15 15:36:59.449017  880856.86491892  0.4900       0.4900   \n",
       " 1  BSCS_USDT 2021-05-15 15:37:13.762682  882215.55411892  0.4900       0.4900   \n",
       " 2  BSCS_USDT 2021-05-15 15:37:27.148195  882215.55411892  0.4938       0.0038   \n",
       " 3  BSCS_USDT 2021-05-15 15:37:40.406192  882215.55411892  0.4900      -0.0038   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.007695  \n",
       " 3            -0.007755  ,\n",
       " 'LON3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LON3L_USDT 2021-05-15 15:36:59.449017  64619.587924992  0.4051   \n",
       " 1  LON3L_USDT 2021-05-15 15:37:13.762682  64619.587924992  0.4051   \n",
       " 2  LON3L_USDT 2021-05-15 15:37:27.148195  64619.587924992  0.4051   \n",
       " 3  LON3L_USDT 2021-05-15 15:37:40.406192  64632.631456316  0.4051   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4051                  1.0  \n",
       " 1       0.4051                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'IOST_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  IOST_USDT 2021-05-15 15:36:59.449017  5201349.2133487  0.04973   \n",
       " 1  IOST_USDT 2021-05-15 15:37:13.762682  5201349.2133487  0.04973   \n",
       " 2  IOST_USDT 2021-05-15 15:37:27.148195  5201477.3193487  0.04973   \n",
       " 3  IOST_USDT 2021-05-15 15:37:40.406192  5201477.3193487  0.04973   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04973                  1.0  \n",
       " 1      0.04973                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BIFI_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BIFI_USDT 2021-05-15 15:36:59.449017  17919315.728241  0.002004   \n",
       " 1  BIFI_USDT 2021-05-15 15:37:13.762682  17929255.900735  0.002004   \n",
       " 2  BIFI_USDT 2021-05-15 15:37:27.148195  17929255.900735  0.002004   \n",
       " 3  BIFI_USDT 2021-05-15 15:37:40.406192  17929255.900735  0.002004   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002004                  1.0  \n",
       " 1     0.002004                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'VRA_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  VRA_USDT 2021-05-15 15:36:59.449017   29330582.41572  0.031893   \n",
       " 1  VRA_USDT 2021-05-15 15:37:13.762682  29343018.210659  0.031850   \n",
       " 2  VRA_USDT 2021-05-15 15:37:27.148195  29343018.210659  0.031850   \n",
       " 3  VRA_USDT 2021-05-15 15:37:40.406192  29343018.210659  0.031850   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.031893                  1.0  \n",
       " 1     0.031850                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BAKE_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BAKE_USDT 2021-05-15 15:36:59.449017  762552.11611698  6.024        6.024   \n",
       " 1  BAKE_USDT 2021-05-15 15:37:13.762682  762552.11611698  6.024        6.024   \n",
       " 2  BAKE_USDT 2021-05-15 15:37:27.148195   762346.3337209  6.010       -0.014   \n",
       " 3  BAKE_USDT 2021-05-15 15:37:40.406192   762346.3337209  6.010        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.002329  \n",
       " 3             0.000000  ,\n",
       " 'MTR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MTR_USDT 2021-05-15 15:36:59.449017  13648.455045684  2.3836       2.3836   \n",
       " 1  MTR_USDT 2021-05-15 15:37:13.762682  13664.297756703  2.3836       2.3836   \n",
       " 2  MTR_USDT 2021-05-15 15:37:27.148195  13664.297756703  2.3836       0.0000   \n",
       " 3  MTR_USDT 2021-05-15 15:37:40.406192  13664.297756703  2.3836       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PHA_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PHA_USDT 2021-05-15 15:36:59.449017  1874515.3048795  1.2411       1.2411   \n",
       " 1  PHA_USDT 2021-05-15 15:37:13.762682  1874515.3048795  1.2411       1.2411   \n",
       " 2  PHA_USDT 2021-05-15 15:37:27.148195  1874138.1124795  1.2366      -0.0045   \n",
       " 3  PHA_USDT 2021-05-15 15:37:40.406192  1874138.1124795  1.2366       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.003639  \n",
       " 3             0.000000  ,\n",
       " 'LTC5S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LTC5S_USDT 2021-05-15 15:36:59.449017  292977306.85339  0.000885   \n",
       " 1  LTC5S_USDT 2021-05-15 15:37:13.762682  292982832.85339  0.000885   \n",
       " 2  LTC5S_USDT 2021-05-15 15:37:27.148195  292982832.85339  0.000885   \n",
       " 3  LTC5S_USDT 2021-05-15 15:37:40.406192  292982832.85339  0.000885   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000885                  1.0  \n",
       " 1     0.000885                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'SHOPX_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SHOPX_USDT 2021-05-15 15:36:59.449017  104971.96504207   0.75         0.75   \n",
       " 1  SHOPX_USDT 2021-05-15 15:37:13.762682  104971.96504207   0.75         0.75   \n",
       " 2  SHOPX_USDT 2021-05-15 15:37:27.148195  104971.96504207   0.75         0.00   \n",
       " 3  SHOPX_USDT 2021-05-15 15:37:40.406192  104971.96504207   0.75         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETH_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ETH_USDT 2021-05-15 15:36:59.449017  80231.487773467  3888.93      3888.93   \n",
       " 1  ETH_USDT 2021-05-15 15:37:13.762682  80152.042569511  3886.67      3886.67   \n",
       " 2  ETH_USDT 2021-05-15 15:37:27.148195  80152.042569511  3889.30         2.63   \n",
       " 3  ETH_USDT 2021-05-15 15:37:40.406192  80152.042569511  3889.43         0.13   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000676  \n",
       " 3             0.000033  ,\n",
       " 'LABS_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LABS_USDT 2021-05-15 15:36:59.449017  6864492.8234628  0.02416   \n",
       " 1  LABS_USDT 2021-05-15 15:37:13.762682  6864627.0134628  0.02400   \n",
       " 2  LABS_USDT 2021-05-15 15:37:27.148195  6864627.0134628  0.02400   \n",
       " 3  LABS_USDT 2021-05-15 15:37:40.406192  6864627.0134628  0.02394   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02416             1.000000  \n",
       " 1      0.02400             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00006            -0.002506  ,\n",
       " 'ELF_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ELF_USDT 2021-05-15 15:36:59.449017  92744.397423687  0.3778       0.3778   \n",
       " 1  ELF_USDT 2021-05-15 15:37:13.762682  92744.397423687  0.3749       0.3749   \n",
       " 2  ELF_USDT 2021-05-15 15:37:27.148195  92776.583927942  0.3749       0.0000   \n",
       " 3  ELF_USDT 2021-05-15 15:37:40.406192  92776.583927942  0.3749       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'YFII3L_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  YFII3L_USDT 2021-05-15 15:36:59.449017  747157.72230313  0.06965   \n",
       " 1  YFII3L_USDT 2021-05-15 15:37:13.762682  747157.72230313  0.06965   \n",
       " 2  YFII3L_USDT 2021-05-15 15:37:27.148195  747269.88813734  0.06965   \n",
       " 3  YFII3L_USDT 2021-05-15 15:37:40.406192  747269.88813734  0.06965   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.06965                  1.0  \n",
       " 1      0.06965                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'RFOX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RFOX_USDT 2021-05-15 15:36:59.449017  130011.90218967  0.2332       0.2332   \n",
       " 1  RFOX_USDT 2021-05-15 15:37:13.762682  130140.18873007  0.2332       0.2332   \n",
       " 2  RFOX_USDT 2021-05-15 15:37:27.148195  130140.18873007  0.2332       0.0000   \n",
       " 3  RFOX_USDT 2021-05-15 15:37:40.406192  130140.18873007  0.2332       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'IDV_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  IDV_USDT 2021-05-15 15:36:59.449017  20482423.274766  0.051401   \n",
       " 1  IDV_USDT 2021-05-15 15:37:13.762682  20482423.274766  0.051384   \n",
       " 2  IDV_USDT 2021-05-15 15:37:27.148195  20524893.204366  0.051002   \n",
       " 3  IDV_USDT 2021-05-15 15:37:40.406192  20524893.204366  0.051397   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.051401             1.000000  \n",
       " 1     0.051384             1.000000  \n",
       " 2    -0.000382            -0.007490  \n",
       " 3     0.000395             0.007685  ,\n",
       " 'HAPI_USDT':       Symbol                  Timestamp          Volume    Price  Price_Delta  \\\n",
       " 0  HAPI_USDT 2021-05-15 15:36:59.449017   6310.61368596  85.0737      85.0737   \n",
       " 1  HAPI_USDT 2021-05-15 15:37:13.762682  6418.397903394  84.0000      84.0000   \n",
       " 2  HAPI_USDT 2021-05-15 15:37:27.148195  6418.397903394  84.0000       0.0000   \n",
       " 3  HAPI_USDT 2021-05-15 15:37:40.406192  6418.397903394  84.0000       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZCN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ZCN_USDT 2021-05-15 15:36:59.449017  52106.946080254  1.0986       1.0986   \n",
       " 1  ZCN_USDT 2021-05-15 15:37:13.762682  52157.083315873  1.0986       1.0986   \n",
       " 2  ZCN_USDT 2021-05-15 15:37:27.148195  52157.083315873  1.0986       0.0000   \n",
       " 3  ZCN_USDT 2021-05-15 15:37:40.406192  52157.083315873  1.0986       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PEARL_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  PEARL_USDT 2021-05-15 15:36:59.449017  211.65487484156  242.74   \n",
       " 1  PEARL_USDT 2021-05-15 15:37:13.762682   211.4525233608  242.74   \n",
       " 2  PEARL_USDT 2021-05-15 15:37:27.148195   211.4525233608  242.74   \n",
       " 3  PEARL_USDT 2021-05-15 15:37:40.406192   211.4525233608  242.74   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       242.74                  1.0  \n",
       " 1       242.74                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'ZEC3S_USDT':        Symbol                  Timestamp        Volume    Price  Price_Delta  \\\n",
       " 0  ZEC3S_USDT 2021-05-15 15:36:59.449017  22870.822176  0.07725      0.07725   \n",
       " 1  ZEC3S_USDT 2021-05-15 15:37:13.762682  22870.822176  0.07725      0.07725   \n",
       " 2  ZEC3S_USDT 2021-05-15 15:37:27.148195  22870.822176  0.07725      0.00000   \n",
       " 3  ZEC3S_USDT 2021-05-15 15:37:40.406192  22870.822176  0.07725      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALGO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ALGO_USDT 2021-05-15 15:36:59.449017  916895.19828312  1.4519       1.4519   \n",
       " 1  ALGO_USDT 2021-05-15 15:37:13.762682  911327.24105141  1.4519       1.4519   \n",
       " 2  ALGO_USDT 2021-05-15 15:37:27.148195  911327.24105141  1.4541       0.0022   \n",
       " 3  ALGO_USDT 2021-05-15 15:37:40.406192  911327.24105141  1.4576       0.0035   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001513  \n",
       " 3             0.002401  ,\n",
       " 'GOD_USDT':      Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  GOD_USDT 2021-05-15 15:36:59.449017  293.478904685  4.4303       4.4303   \n",
       " 1  GOD_USDT 2021-05-15 15:37:13.762682  293.478904685  4.4303       4.4303   \n",
       " 2  GOD_USDT 2021-05-15 15:37:27.148195  293.478904685  4.4303       0.0000   \n",
       " 3  GOD_USDT 2021-05-15 15:37:40.406192  293.478904685  4.4303       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ATP_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ATP_USDT 2021-05-15 15:36:59.449017  429553560.86968  0.002765   \n",
       " 1  ATP_USDT 2021-05-15 15:37:13.762682  429285898.40285  0.002765   \n",
       " 2  ATP_USDT 2021-05-15 15:37:27.148195  429285898.40285  0.002765   \n",
       " 3  ATP_USDT 2021-05-15 15:37:40.406192  429285898.40285  0.002778   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002765              1.00000  \n",
       " 1     0.002765              1.00000  \n",
       " 2     0.000000              0.00000  \n",
       " 3     0.000013              0.00468  ,\n",
       " 'SNT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  SNT_USDT 2021-05-15 15:36:59.449017  956353.47869198  0.16596      0.16596   \n",
       " 1  SNT_USDT 2021-05-15 15:37:13.762682  956353.47869198  0.16564      0.16564   \n",
       " 2  SNT_USDT 2021-05-15 15:37:27.148195  956687.33069198  0.16564      0.00000   \n",
       " 3  SNT_USDT 2021-05-15 15:37:40.406192  956687.33069198  0.16564      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MXC_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  MXC_USDT 2021-05-15 15:36:59.449017   6226816.442775  0.03991      0.03991   \n",
       " 1  MXC_USDT 2021-05-15 15:37:13.762682  6200119.0439995  0.03982      0.03982   \n",
       " 2  MXC_USDT 2021-05-15 15:37:27.148195  6200119.0439995  0.03982      0.00000   \n",
       " 3  MXC_USDT 2021-05-15 15:37:40.406192  6200119.0439995  0.03985      0.00003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000753  ,\n",
       " 'NULS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NULS_USDT 2021-05-15 15:36:59.449017  65810.180481728  0.9603       0.9603   \n",
       " 1  NULS_USDT 2021-05-15 15:37:13.762682  65811.793263818  0.9605       0.9605   \n",
       " 2  NULS_USDT 2021-05-15 15:37:27.148195  65811.793263818  0.9605       0.0000   \n",
       " 3  NULS_USDT 2021-05-15 15:37:40.406192  65811.793263818  0.9605       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LEMO_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LEMO_USDT 2021-05-15 15:36:59.449017  35373216.675619  0.016787   \n",
       " 1  LEMO_USDT 2021-05-15 15:37:13.762682  35355741.511534  0.016787   \n",
       " 2  LEMO_USDT 2021-05-15 15:37:27.148195  35355741.511534  0.016794   \n",
       " 3  LEMO_USDT 2021-05-15 15:37:40.406192  35355741.511534  0.016794   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.016787             1.000000  \n",
       " 1     0.016787             1.000000  \n",
       " 2     0.000007             0.000399  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'YFX_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  YFX_USDT 2021-05-15 15:36:59.449017  206650.96813887  1.128        1.128   \n",
       " 1  YFX_USDT 2021-05-15 15:37:13.762682  206624.16013887  1.128        1.128   \n",
       " 2  YFX_USDT 2021-05-15 15:37:27.148195  206624.16013887  1.128        0.000   \n",
       " 3  YFX_USDT 2021-05-15 15:37:40.406192  206624.16013887  1.128        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XMR_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  XMR_USDT 2021-05-15 15:36:59.449017  6250.637825406  418.61       418.61   \n",
       " 1  XMR_USDT 2021-05-15 15:37:13.762682  6255.926809098  419.52       419.52   \n",
       " 2  XMR_USDT 2021-05-15 15:37:27.148195  6255.926809098  419.52         0.00   \n",
       " 3  XMR_USDT 2021-05-15 15:37:40.406192  6255.926809098  418.65        -0.87   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.002078  ,\n",
       " 'WRX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  WRX_USDT 2021-05-15 15:36:59.449017  113707.38181238  2.0298       2.0298   \n",
       " 1  WRX_USDT 2021-05-15 15:37:13.762682  113707.38181238  2.0290       2.0290   \n",
       " 2  WRX_USDT 2021-05-15 15:37:27.148195  113720.35981238  2.0290       0.0000   \n",
       " 3  WRX_USDT 2021-05-15 15:37:40.406192  113720.35981238  2.0290       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ENJ_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ENJ_USDT 2021-05-15 15:36:59.449017  161071.01033118  2.0621       2.0621   \n",
       " 1  ENJ_USDT 2021-05-15 15:37:13.762682  161071.01033118  2.0635       2.0635   \n",
       " 2  ENJ_USDT 2021-05-15 15:37:27.148195  161071.01033118  2.0635       0.0000   \n",
       " 3  ENJ_USDT 2021-05-15 15:37:40.406192  161071.01033118  2.0635       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ULU_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ULU_USDT 2021-05-15 15:36:59.449017  468.47335482311  33.100       33.100   \n",
       " 1  ULU_USDT 2021-05-15 15:37:13.762682  468.74341057679  33.100       33.100   \n",
       " 2  ULU_USDT 2021-05-15 15:37:27.148195  468.74341057679  33.152        0.052   \n",
       " 3  ULU_USDT 2021-05-15 15:37:40.406192  468.74341057679  33.152        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001569  \n",
       " 3             0.000000  ,\n",
       " 'SAL_USDT':      Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  SAL_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  SAL_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  SAL_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  SAL_USDT 2021-05-15 15:37:40.406192      0  6.29        6.29   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                 1.0  ,\n",
       " 'ALEPH_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ALEPH_USDT 2021-05-15 15:36:59.449017  175065.57705278  0.3821   \n",
       " 1  ALEPH_USDT 2021-05-15 15:37:13.762682  175082.73300025  0.3821   \n",
       " 2  ALEPH_USDT 2021-05-15 15:37:27.148195  175082.73300025  0.3859   \n",
       " 3  ALEPH_USDT 2021-05-15 15:37:40.406192  175082.73300025  0.3859   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.3821             1.000000  \n",
       " 1       0.3821             1.000000  \n",
       " 2       0.0038             0.009847  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'WING_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  WING_USDT 2021-05-15 15:36:59.449017  2251.1028363681  33.48        33.48   \n",
       " 1  WING_USDT 2021-05-15 15:37:13.762682  2251.3135453811  33.48        33.48   \n",
       " 2  WING_USDT 2021-05-15 15:37:27.148195  2251.3135453811  33.48         0.00   \n",
       " 3  WING_USDT 2021-05-15 15:37:40.406192  2251.3135453811  33.49         0.01   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000299  ,\n",
       " '1INCH_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  1INCH_USDT 2021-05-15 15:36:59.449017  2376250.3803089  5.6757   \n",
       " 1  1INCH_USDT 2021-05-15 15:37:13.762682  2375570.9392451  5.6823   \n",
       " 2  1INCH_USDT 2021-05-15 15:37:27.148195  2375570.9392451  5.6836   \n",
       " 3  1INCH_USDT 2021-05-15 15:37:40.406192  2375570.9392451  5.6833   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       5.6757             1.000000  \n",
       " 1       5.6823             1.000000  \n",
       " 2       0.0013             0.000229  \n",
       " 3      -0.0003            -0.000053  ,\n",
       " 'LTC5L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LTC5L_USDT 2021-05-15 15:36:59.449017  25226938.218118  0.01707   \n",
       " 1  LTC5L_USDT 2021-05-15 15:37:13.762682  25226938.218118  0.01707   \n",
       " 2  LTC5L_USDT 2021-05-15 15:37:27.148195  25226938.218118  0.01707   \n",
       " 3  LTC5L_USDT 2021-05-15 15:37:40.406192  25226938.218118  0.01707   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01707                  1.0  \n",
       " 1      0.01707                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'COMP3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  COMP3L_USDT 2021-05-15 15:36:59.449017  3510.1525291846  6.6539   \n",
       " 1  COMP3L_USDT 2021-05-15 15:37:13.762682  3510.1525291846  6.6539   \n",
       " 2  COMP3L_USDT 2021-05-15 15:37:27.148195  3510.1525291846  6.6800   \n",
       " 3  COMP3L_USDT 2021-05-15 15:37:40.406192  3510.1525291846  6.6800   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       6.6539             1.000000  \n",
       " 1       6.6539             1.000000  \n",
       " 2       0.0261             0.003907  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'ESD_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ESD_USDT 2021-05-15 15:36:59.449017  348097.19748091  0.0998       0.0998   \n",
       " 1  ESD_USDT 2021-05-15 15:37:13.762682  348594.86052346  0.0998       0.0998   \n",
       " 2  ESD_USDT 2021-05-15 15:37:27.148195  348594.86052346  0.0995      -0.0003   \n",
       " 3  ESD_USDT 2021-05-15 15:37:40.406192  348594.86052346  0.0995       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.003015  \n",
       " 3             0.000000  ,\n",
       " 'LRC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LRC_USDT 2021-05-15 15:36:59.449017  14633936.205301  0.6132       0.6132   \n",
       " 1  LRC_USDT 2021-05-15 15:37:13.762682  14633936.205301  0.6130       0.6130   \n",
       " 2  LRC_USDT 2021-05-15 15:37:27.148195  14633936.205301  0.6137       0.0007   \n",
       " 3  LRC_USDT 2021-05-15 15:37:40.406192  14633936.205301  0.6154       0.0017   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001141  \n",
       " 3             0.002762  ,\n",
       " 'NBS_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  NBS_USDT 2021-05-15 15:36:59.449017  8440683.1547001  0.024224   \n",
       " 1  NBS_USDT 2021-05-15 15:37:13.762682  8439999.6827001  0.024224   \n",
       " 2  NBS_USDT 2021-05-15 15:37:27.148195  8439999.6827001  0.024237   \n",
       " 3  NBS_USDT 2021-05-15 15:37:40.406192  8439999.6827001  0.024250   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.024224             1.000000  \n",
       " 1     0.024224             1.000000  \n",
       " 2     0.000013             0.000536  \n",
       " 3     0.000013             0.000536  ,\n",
       " 'SKRT_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SKRT_USDT 2021-05-15 15:36:59.449017   120224869.5534  0.10121   \n",
       " 1  SKRT_USDT 2021-05-15 15:37:13.762682   120224869.5534  0.10050   \n",
       " 2  SKRT_USDT 2021-05-15 15:37:27.148195  120303722.96684  0.10050   \n",
       " 3  SKRT_USDT 2021-05-15 15:37:40.406192  120303722.96684  0.10056   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.10121             1.000000  \n",
       " 1      0.10050             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00006             0.000597  ,\n",
       " 'UNFI_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  UNFI_USDT 2021-05-15 15:36:59.449017  6955.8031430887  20.71        20.71   \n",
       " 1  UNFI_USDT 2021-05-15 15:37:13.762682  6954.5515430887  20.71        20.71   \n",
       " 2  UNFI_USDT 2021-05-15 15:37:27.148195  6954.5515430887  20.72         0.01   \n",
       " 3  UNFI_USDT 2021-05-15 15:37:40.406192  6954.5515430887  20.72         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000483  \n",
       " 3             0.000000  ,\n",
       " 'EHASH_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  EHASH_USDT 2021-05-15 15:36:59.449017  29229.369893299  0.864        0.864   \n",
       " 1  EHASH_USDT 2021-05-15 15:37:13.762682  29199.514192104  0.864        0.864   \n",
       " 2  EHASH_USDT 2021-05-15 15:37:27.148195  29199.514192104  0.864        0.000   \n",
       " 3  EHASH_USDT 2021-05-15 15:37:40.406192  29199.514192104  0.864        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETC3L_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  ETC3L_USDT 2021-05-15 15:36:59.449017  9232.884008892  34.4657   \n",
       " 1  ETC3L_USDT 2021-05-15 15:37:13.762682  9232.884008892  34.4657   \n",
       " 2  ETC3L_USDT 2021-05-15 15:37:27.148195  9227.703608892  34.6415   \n",
       " 3  ETC3L_USDT 2021-05-15 15:37:40.406192  9227.703608892  34.6415   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      34.4657             1.000000  \n",
       " 1      34.4657             1.000000  \n",
       " 2       0.1758             0.005075  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'SUN_USDT':      Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  SUN_USDT 2021-05-15 15:36:59.449017  4858.14255591  30.609       30.609   \n",
       " 1  SUN_USDT 2021-05-15 15:37:13.762682  4858.14255591  30.609       30.609   \n",
       " 2  SUN_USDT 2021-05-15 15:37:27.148195  4858.14255591  30.609        0.000   \n",
       " 3  SUN_USDT 2021-05-15 15:37:40.406192  4858.14255591  30.609        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CFX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CFX_USDT 2021-05-15 15:36:59.449017  923847.11200123  0.7835       0.7835   \n",
       " 1  CFX_USDT 2021-05-15 15:37:13.762682  923847.11200123  0.7835       0.7835   \n",
       " 2  CFX_USDT 2021-05-15 15:37:27.148195  920773.52621517  0.7835       0.0000   \n",
       " 3  CFX_USDT 2021-05-15 15:37:40.406192  920773.52621517  0.7835       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETC3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ETC3S_USDT 2021-05-15 15:36:59.449017  249595.13164766  0.47777   \n",
       " 1  ETC3S_USDT 2021-05-15 15:37:13.762682  249595.13164766  0.47777   \n",
       " 2  ETC3S_USDT 2021-05-15 15:37:27.148195  249595.13164766  0.47777   \n",
       " 3  ETC3S_USDT 2021-05-15 15:37:40.406192  249595.13164766  0.47777   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.47777                  1.0  \n",
       " 1      0.47777                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'OCEAN_USDT':        Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  OCEAN_USDT 2021-05-15 15:36:59.449017  185988.3876651  1.2000       1.2000   \n",
       " 1  OCEAN_USDT 2021-05-15 15:37:13.762682  185987.1156651  1.2000       1.2000   \n",
       " 2  OCEAN_USDT 2021-05-15 15:37:27.148195  185987.1156651  1.1995      -0.0005   \n",
       " 3  OCEAN_USDT 2021-05-15 15:37:40.406192  185987.1156651  1.1995       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000417  \n",
       " 3             0.000000  ,\n",
       " 'ZKS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ZKS_USDT 2021-05-15 15:36:59.449017  2716620.0979942   1.55         1.55   \n",
       " 1  ZKS_USDT 2021-05-15 15:37:13.762682  2716620.0979942   1.55         1.55   \n",
       " 2  ZKS_USDT 2021-05-15 15:37:27.148195  2718320.0095942   1.55         0.00   \n",
       " 3  ZKS_USDT 2021-05-15 15:37:40.406192  2718320.0095942   1.55         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NU_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NU_USDT 2021-05-15 15:36:59.449017  338849.82096008  0.4011       0.4011   \n",
       " 1  NU_USDT 2021-05-15 15:37:13.762682  338849.82096008  0.4011       0.4011   \n",
       " 2  NU_USDT 2021-05-15 15:37:27.148195  339071.62512008  0.4011       0.0000   \n",
       " 3  NU_USDT 2021-05-15 15:37:40.406192  339071.62512008  0.4011       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GDT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GDT_USDT 2021-05-15 15:36:59.449017  622738.88469706  1.4057       1.4057   \n",
       " 1  GDT_USDT 2021-05-15 15:37:13.762682  622262.11077432  1.4057       1.4057   \n",
       " 2  GDT_USDT 2021-05-15 15:37:27.148195  622262.11077432  1.4052      -0.0005   \n",
       " 3  GDT_USDT 2021-05-15 15:37:40.406192  622262.11077432  1.4052       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000356  \n",
       " 3             0.000000  ,\n",
       " 'FIRO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIRO_USDT 2021-05-15 15:36:59.449017  3770.2952000562  14.768       14.768   \n",
       " 1  FIRO_USDT 2021-05-15 15:37:13.762682  3729.5217562406  14.768       14.768   \n",
       " 2  FIRO_USDT 2021-05-15 15:37:27.148195  3729.5217562406  14.768        0.000   \n",
       " 3  FIRO_USDT 2021-05-15 15:37:40.406192  3729.5217562406  14.768        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XRP3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XRP3L_USDT 2021-05-15 15:36:59.449017  112780.05690154  0.3655   \n",
       " 1  XRP3L_USDT 2021-05-15 15:37:13.762682  112792.85166578  0.3655   \n",
       " 2  XRP3L_USDT 2021-05-15 15:37:27.148195  112792.85166578  0.3655   \n",
       " 3  XRP3L_USDT 2021-05-15 15:37:40.406192  112792.85166578  0.3655   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.3655                  1.0  \n",
       " 1       0.3655                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'SFIL_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  SFIL_USDT 2021-05-15 15:36:59.449017  45255.93774642  19.198       19.198   \n",
       " 1  SFIL_USDT 2021-05-15 15:37:13.762682  45255.93774642  19.203       19.203   \n",
       " 2  SFIL_USDT 2021-05-15 15:37:27.148195  45277.81134642  19.204        0.001   \n",
       " 3  SFIL_USDT 2021-05-15 15:37:40.406192  45277.81134642  19.203       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000052  \n",
       " 3            -0.000052  ,\n",
       " 'LUNA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LUNA_USDT 2021-05-15 15:36:59.449017  188490.73113871  15.7950   \n",
       " 1  LUNA_USDT 2021-05-15 15:37:13.762682  188490.73113871  15.7950   \n",
       " 2  LUNA_USDT 2021-05-15 15:37:27.148195  188490.73113871  15.7696   \n",
       " 3  LUNA_USDT 2021-05-15 15:37:40.406192  188660.52993871  15.7879   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      15.7950             1.000000  \n",
       " 1      15.7950             1.000000  \n",
       " 2      -0.0254            -0.001611  \n",
       " 3       0.0183             0.001159  ,\n",
       " 'PCX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PCX_USDT 2021-05-15 15:36:59.449017  37570.727363679  12.258       12.258   \n",
       " 1  PCX_USDT 2021-05-15 15:37:13.762682  37570.722563679  12.258       12.258   \n",
       " 2  PCX_USDT 2021-05-15 15:37:27.148195  37570.722563679  12.258        0.000   \n",
       " 3  PCX_USDT 2021-05-15 15:37:40.406192  37570.722563679  12.258        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HEGIC_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  HEGIC_USDT 2021-05-15 15:36:59.449017   237863.1845613  0.1738   \n",
       " 1  HEGIC_USDT 2021-05-15 15:37:13.762682  237916.99092288  0.1738   \n",
       " 2  HEGIC_USDT 2021-05-15 15:37:27.148195  237916.99092288  0.1738   \n",
       " 3  HEGIC_USDT 2021-05-15 15:37:40.406192  237916.99092288  0.1738   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1738                  1.0  \n",
       " 1       0.1738                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'GYEN_USDT':       Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  GYEN_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  GYEN_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  GYEN_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  GYEN_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'SAND_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SAND_USDT 2021-05-15 15:36:59.449017  534590.68739918  0.4870       0.4870   \n",
       " 1  SAND_USDT 2021-05-15 15:37:13.762682  534521.64686558  0.4870       0.4870   \n",
       " 2  SAND_USDT 2021-05-15 15:37:27.148195  534521.64686558  0.4870       0.0000   \n",
       " 3  SAND_USDT 2021-05-15 15:37:40.406192  534521.64686558  0.4864      -0.0006   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001234  ,\n",
       " 'OXY_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OXY_USDT 2021-05-15 15:36:59.449017  33714.355471307  2.7343       2.7343   \n",
       " 1  OXY_USDT 2021-05-15 15:37:13.762682  33729.900316017  2.7343       2.7343   \n",
       " 2  OXY_USDT 2021-05-15 15:37:27.148195  33729.900316017  2.7308      -0.0035   \n",
       " 3  OXY_USDT 2021-05-15 15:37:40.406192  33729.900316017  2.7308       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001282  \n",
       " 3             0.000000  ,\n",
       " 'VIDYX_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  VIDYX_USDT 2021-05-15 15:36:59.449017  49619.622296104  0.601        0.601   \n",
       " 1  VIDYX_USDT 2021-05-15 15:37:13.762682  49817.774577679  0.601        0.601   \n",
       " 2  VIDYX_USDT 2021-05-15 15:37:27.148195  49817.774577679  0.601        0.000   \n",
       " 3  VIDYX_USDT 2021-05-15 15:37:40.406192  49817.774577679  0.601        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZEC3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ZEC3L_USDT 2021-05-15 15:36:59.449017  28266.119221463  2.2291   \n",
       " 1  ZEC3L_USDT 2021-05-15 15:37:13.762682  28266.119221463  2.2340   \n",
       " 2  ZEC3L_USDT 2021-05-15 15:37:27.148195  28266.119221463  2.2340   \n",
       " 3  ZEC3L_USDT 2021-05-15 15:37:40.406192  28266.119221463  2.2340   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.2291                  1.0  \n",
       " 1       2.2340                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'RFUEL_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  RFUEL_USDT 2021-05-15 15:36:59.449017  490341.07240462  0.09972   \n",
       " 1  RFUEL_USDT 2021-05-15 15:37:13.762682  490365.93663107  0.09972   \n",
       " 2  RFUEL_USDT 2021-05-15 15:37:27.148195  490365.93663107  0.09972   \n",
       " 3  RFUEL_USDT 2021-05-15 15:37:40.406192  490365.93663107  0.09972   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.09972                  1.0  \n",
       " 1      0.09972                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'YFII_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  YFII_USDT 2021-05-15 15:36:59.449017  42.414065060648  2739.3       2739.3   \n",
       " 1  YFII_USDT 2021-05-15 15:37:13.762682  42.424522432992  2739.3       2739.3   \n",
       " 2  YFII_USDT 2021-05-15 15:37:27.148195  42.424522432992  2739.3          0.0   \n",
       " 3  YFII_USDT 2021-05-15 15:37:40.406192  42.424522432992  2739.3          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KINE_USDT':       Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  KINE_USDT 2021-05-15 15:36:59.449017  27292.64285158  2.431        2.431   \n",
       " 1  KINE_USDT 2021-05-15 15:37:13.762682  27292.64285158  2.431        2.431   \n",
       " 2  KINE_USDT 2021-05-15 15:37:27.148195  27292.64285158  2.439        0.008   \n",
       " 3  KINE_USDT 2021-05-15 15:37:40.406192  27292.64285158  2.439        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2              0.00328  \n",
       " 3              0.00000  ,\n",
       " '1INCH3S_USDT':          Symbol                  Timestamp    Volume     Price  Price_Delta  \\\n",
       " 0  1INCH3S_USDT 2021-05-15 15:36:59.449017  898.3562  0.159873     0.159873   \n",
       " 1  1INCH3S_USDT 2021-05-15 15:37:13.762682  898.3562  0.159873     0.159873   \n",
       " 2  1INCH3S_USDT 2021-05-15 15:37:27.148195  898.3562  0.159873     0.000000   \n",
       " 3  1INCH3S_USDT 2021-05-15 15:37:40.406192  898.3562  0.159873     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PICKLE_USDT':         Symbol                  Timestamp         Volume  Price  Price_Delta  \\\n",
       " 0  PICKLE_USDT 2021-05-15 15:36:59.449017  6187.92862578  20.90        20.90   \n",
       " 1  PICKLE_USDT 2021-05-15 15:37:13.762682  6187.93102578  20.88        20.88   \n",
       " 2  PICKLE_USDT 2021-05-15 15:37:27.148195  6187.93102578  20.88         0.00   \n",
       " 3  PICKLE_USDT 2021-05-15 15:37:40.406192  6187.93102578  20.88         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BAL3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BAL3L_USDT 2021-05-15 15:36:59.449017  18612.730636292  2.1528   \n",
       " 1  BAL3L_USDT 2021-05-15 15:37:13.762682  18612.730636292  2.1556   \n",
       " 2  BAL3L_USDT 2021-05-15 15:37:27.148195  18625.182091557  2.1556   \n",
       " 3  BAL3L_USDT 2021-05-15 15:37:40.406192  18625.182091557  2.1556   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.1528                  1.0  \n",
       " 1       2.1556                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'MAHA_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MAHA_USDT 2021-05-15 15:36:59.449017   6263.558373699  6.596        6.596   \n",
       " 1  MAHA_USDT 2021-05-15 15:37:13.762682  6263.6241004559  6.596        6.596   \n",
       " 2  MAHA_USDT 2021-05-15 15:37:27.148195  6263.6241004559  6.596        0.000   \n",
       " 3  MAHA_USDT 2021-05-15 15:37:40.406192  6263.6241004559  6.596        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LUN_USDT':      Symbol                  Timestamp Volume  Price Price_Delta  \\\n",
       " 0  LUN_USDT 2021-05-15 15:36:59.449017      0      0           0   \n",
       " 1  LUN_USDT 2021-05-15 15:37:13.762682      0      0           0   \n",
       " 2  LUN_USDT 2021-05-15 15:37:27.148195      0  2.444       2.444   \n",
       " 3  LUN_USDT 2021-05-15 15:37:40.406192      0      0      -2.444   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                 1.0  \n",
       " 3                   0  ,\n",
       " 'SNET_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SNET_USDT 2021-05-15 15:36:59.449017  2725402.8188542  0.011068   \n",
       " 1  SNET_USDT 2021-05-15 15:37:13.762682  2725402.8188542  0.011068   \n",
       " 2  SNET_USDT 2021-05-15 15:37:27.148195  2725595.6238927  0.011083   \n",
       " 3  SNET_USDT 2021-05-15 15:37:40.406192  2725595.6238927  0.011079   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.011068             1.000000  \n",
       " 1     0.011068             1.000000  \n",
       " 2     0.000015             0.001353  \n",
       " 3    -0.000004            -0.000361  ,\n",
       " 'BOND_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BOND_USDT 2021-05-15 15:36:59.449017  616.04170406062  50.56        50.56   \n",
       " 1  BOND_USDT 2021-05-15 15:37:13.762682  616.29799555709  50.56        50.56   \n",
       " 2  BOND_USDT 2021-05-15 15:37:27.148195  616.29799555709  50.56         0.00   \n",
       " 3  BOND_USDT 2021-05-15 15:37:40.406192  616.29799555709  50.56         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AVAX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AVAX_USDT 2021-05-15 15:36:59.449017   163027.7698988  38.687       38.687   \n",
       " 1  AVAX_USDT 2021-05-15 15:37:13.762682   163027.7698988  38.798       38.798   \n",
       " 2  AVAX_USDT 2021-05-15 15:37:27.148195  163213.34904318  38.879        0.081   \n",
       " 3  AVAX_USDT 2021-05-15 15:37:40.406192  163213.34904318  38.922        0.043   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002083  \n",
       " 3             0.001105  ,\n",
       " 'NBOT_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  NBOT_USDT 2021-05-15 15:36:59.449017  927694.06148957  0.02618   \n",
       " 1  NBOT_USDT 2021-05-15 15:37:13.762682  927773.11390436  0.02595   \n",
       " 2  NBOT_USDT 2021-05-15 15:37:27.148195  927773.11390436  0.02595   \n",
       " 3  NBOT_USDT 2021-05-15 15:37:40.406192  927773.11390436  0.02595   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02618                  1.0  \n",
       " 1      0.02595                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'AMPL3S_USDT':         Symbol                  Timestamp         Volume     Price  \\\n",
       " 0  AMPL3S_USDT 2021-05-15 15:36:59.449017  748709.610503  0.006471   \n",
       " 1  AMPL3S_USDT 2021-05-15 15:37:13.762682  749814.379503  0.006460   \n",
       " 2  AMPL3S_USDT 2021-05-15 15:37:27.148195  749814.379503  0.006460   \n",
       " 3  AMPL3S_USDT 2021-05-15 15:37:40.406192  749814.379503  0.006460   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006471                  1.0  \n",
       " 1     0.006460                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ETHBULL_USDT':          Symbol                  Timestamp         Volume     Price  \\\n",
       " 0  ETHBULL_USDT 2021-05-15 15:36:59.449017  56.5482982692  19729.92   \n",
       " 1  ETHBULL_USDT 2021-05-15 15:37:13.762682  56.5482982692  19729.92   \n",
       " 2  ETHBULL_USDT 2021-05-15 15:37:27.148195  56.5482982692  19729.92   \n",
       " 3  ETHBULL_USDT 2021-05-15 15:37:40.406192  56.5482982692  19729.92   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     19729.92                  1.0  \n",
       " 1     19729.92                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'BCD_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BCD_USDT 2021-05-15 15:36:59.449017  407794.66321551  4.5882       4.5882   \n",
       " 1  BCD_USDT 2021-05-15 15:37:13.762682  407794.66321551  4.5882       4.5882   \n",
       " 2  BCD_USDT 2021-05-15 15:37:27.148195  407797.45921551  4.5746      -0.0136   \n",
       " 3  BCD_USDT 2021-05-15 15:37:40.406192  407797.45921551  4.5746       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.002973  \n",
       " 3             0.000000  ,\n",
       " 'DIA_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DIA_USDT 2021-05-15 15:36:59.449017  8405.2908321058  4.074        4.074   \n",
       " 1  DIA_USDT 2021-05-15 15:37:13.762682  8400.5476365302  4.076        4.076   \n",
       " 2  DIA_USDT 2021-05-15 15:37:27.148195  8400.5476365302  4.076        0.000   \n",
       " 3  DIA_USDT 2021-05-15 15:37:40.406192  8400.5476365302  4.076        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZEC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ZEC_USDT 2021-05-15 15:36:59.449017  137648.54545872  291.27       291.27   \n",
       " 1  ZEC_USDT 2021-05-15 15:37:13.762682  137671.77722565  290.70       290.70   \n",
       " 2  ZEC_USDT 2021-05-15 15:37:27.148195  137671.77722565  291.05         0.35   \n",
       " 3  ZEC_USDT 2021-05-15 15:37:40.406192  137671.77722565  291.22         0.17   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001203  \n",
       " 3             0.000584  ,\n",
       " 'FIL3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  FIL3L_USDT 2021-05-15 15:36:59.449017  1825531.6331766  0.09513   \n",
       " 1  FIL3L_USDT 2021-05-15 15:37:13.762682  1825531.6331766  0.09513   \n",
       " 2  FIL3L_USDT 2021-05-15 15:37:27.148195  1825531.6331766  0.09659   \n",
       " 3  FIL3L_USDT 2021-05-15 15:37:40.406192  1825143.8801682  0.09659   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.09513             1.000000  \n",
       " 1      0.09513             1.000000  \n",
       " 2      0.00146             0.015115  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'BADGER_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  BADGER_USDT 2021-05-15 15:36:59.449017  6565.576442901  28.713   \n",
       " 1  BADGER_USDT 2021-05-15 15:37:13.762682  6566.079242901  28.713   \n",
       " 2  BADGER_USDT 2021-05-15 15:37:27.148195  6566.079242901  28.713   \n",
       " 3  BADGER_USDT 2021-05-15 15:37:40.406192  6566.079242901  28.713   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       28.713                  1.0  \n",
       " 1       28.713                  1.0  \n",
       " 2        0.000                  0.0  \n",
       " 3        0.000                  0.0  ,\n",
       " 'HNS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  HNS_USDT 2021-05-15 15:36:59.449017  403303.56556508  0.4516       0.4516   \n",
       " 1  HNS_USDT 2021-05-15 15:37:13.762682  403311.64156508  0.4518       0.4518   \n",
       " 2  HNS_USDT 2021-05-15 15:37:27.148195  403311.64156508  0.4513      -0.0005   \n",
       " 3  HNS_USDT 2021-05-15 15:37:40.406192  403311.64156508  0.4513       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001108  \n",
       " 3             0.000000  ,\n",
       " 'LRC3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LRC3L_USDT 2021-05-15 15:36:59.449017  379710.91516608  0.1145   \n",
       " 1  LRC3L_USDT 2021-05-15 15:37:13.762682  379710.91516608  0.1145   \n",
       " 2  LRC3L_USDT 2021-05-15 15:37:27.148195  379710.91516608  0.1143   \n",
       " 3  LRC3L_USDT 2021-05-15 15:37:40.406192  379748.44611387  0.1143   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1145              1.00000  \n",
       " 1       0.1145              1.00000  \n",
       " 2      -0.0002             -0.00175  \n",
       " 3       0.0000              0.00000  ,\n",
       " 'NYZO_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NYZO_USDT 2021-05-15 15:36:59.449017  106161.12064243  0.8628       0.8628   \n",
       " 1  NYZO_USDT 2021-05-15 15:37:13.762682  106161.12064243  0.8628       0.8628   \n",
       " 2  NYZO_USDT 2021-05-15 15:37:27.148195  106161.12064243  0.8598      -0.0030   \n",
       " 3  NYZO_USDT 2021-05-15 15:37:40.406192  106161.12064243  0.8598       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.003489  \n",
       " 3             0.000000  ,\n",
       " 'STEEM_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  STEEM_USDT 2021-05-15 15:36:59.449017  36203.047591089  0.8789   \n",
       " 1  STEEM_USDT 2021-05-15 15:37:13.762682  36202.488686129  0.8789   \n",
       " 2  STEEM_USDT 2021-05-15 15:37:27.148195  36202.488686129  0.8792   \n",
       " 3  STEEM_USDT 2021-05-15 15:37:40.406192  36202.488686129  0.8792   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.8789             1.000000  \n",
       " 1       0.8789             1.000000  \n",
       " 2       0.0003             0.000341  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'WOOP_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  WOOP_USDT 2021-05-15 15:36:59.449017  414053.81564897  0.6061       0.6061   \n",
       " 1  WOOP_USDT 2021-05-15 15:37:13.762682  413699.75650491  0.5944       0.5944   \n",
       " 2  WOOP_USDT 2021-05-15 15:37:27.148195  413699.75650491  0.5944       0.0000   \n",
       " 3  WOOP_USDT 2021-05-15 15:37:40.406192  413699.75650491  0.5944       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CHZ3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  CHZ3S_USDT 2021-05-15 15:36:59.449017  1258821.2192521  0.2830   \n",
       " 1  CHZ3S_USDT 2021-05-15 15:37:13.762682  1258821.2192521  0.2826   \n",
       " 2  CHZ3S_USDT 2021-05-15 15:37:27.148195  1258821.2192521  0.2826   \n",
       " 3  CHZ3S_USDT 2021-05-15 15:37:40.406192  1258821.2192521  0.2826   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2830                  1.0  \n",
       " 1       0.2826                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'QUICK_USDT':        Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  QUICK_USDT 2021-05-15 15:36:59.449017  489.580527966  868.09       868.09   \n",
       " 1  QUICK_USDT 2021-05-15 15:37:13.762682  489.622574046  868.09       868.09   \n",
       " 2  QUICK_USDT 2021-05-15 15:37:27.148195  489.622574046  868.09         0.00   \n",
       " 3  QUICK_USDT 2021-05-15 15:37:40.406192  489.622574046  868.09         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTG_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BTG_USDT 2021-05-15 15:36:59.449017  712.67566171439  97.7662      97.7662   \n",
       " 1  BTG_USDT 2021-05-15 15:37:13.762682   713.3293822479  97.7662      97.7662   \n",
       " 2  BTG_USDT 2021-05-15 15:37:27.148195   713.3293822479  97.7662       0.0000   \n",
       " 3  BTG_USDT 2021-05-15 15:37:40.406192   713.3293822479  97.9155       0.1493   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001525  ,\n",
       " 'INV_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  INV_USDT 2021-05-15 15:36:59.449017  66.736784605462  699.52       699.52   \n",
       " 1  INV_USDT 2021-05-15 15:37:13.762682  66.739015743619  699.52       699.52   \n",
       " 2  INV_USDT 2021-05-15 15:37:27.148195  66.739015743619  699.52         0.00   \n",
       " 3  INV_USDT 2021-05-15 15:37:40.406192  66.739015743619  705.62         6.10   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.008645  ,\n",
       " 'DOCK_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DOCK_USDT 2021-05-15 15:36:59.449017  1418923.9084298  0.09892   \n",
       " 1  DOCK_USDT 2021-05-15 15:37:13.762682  1418848.9948298  0.09892   \n",
       " 2  DOCK_USDT 2021-05-15 15:37:27.148195  1418848.9948298  0.09892   \n",
       " 3  DOCK_USDT 2021-05-15 15:37:40.406192  1418848.9948298  0.09892   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.09892                  1.0  \n",
       " 1      0.09892                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'NUX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NUX_USDT 2021-05-15 15:36:59.449017  66686.617302927  1.1065       1.1065   \n",
       " 1  NUX_USDT 2021-05-15 15:37:13.762682  66686.617302927  1.1066       1.1066   \n",
       " 2  NUX_USDT 2021-05-15 15:37:27.148195  66686.617302927  1.1066       0.0000   \n",
       " 3  NUX_USDT 2021-05-15 15:37:40.406192  66686.617302927  1.1061      -0.0005   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000452  ,\n",
       " 'XRP_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  XRP_USDT 2021-05-15 15:36:59.449017  68099546.231409  1.35713      1.35713   \n",
       " 1  XRP_USDT 2021-05-15 15:37:13.762682  68099546.231409  1.35680      1.35680   \n",
       " 2  XRP_USDT 2021-05-15 15:37:27.148195  68099546.231409  1.35803      0.00123   \n",
       " 3  XRP_USDT 2021-05-15 15:37:40.406192  68099546.231409  1.35733     -0.00070   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000906  \n",
       " 3            -0.000516  ,\n",
       " 'ANT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ANT_USDT 2021-05-15 15:36:59.449017  5446.6443131538  8.274        8.274   \n",
       " 1  ANT_USDT 2021-05-15 15:37:13.762682  5452.0721106142  8.274        8.274   \n",
       " 2  ANT_USDT 2021-05-15 15:37:27.148195  5452.0721106142  8.274        0.000   \n",
       " 3  ANT_USDT 2021-05-15 15:37:40.406192  5452.0721106142  8.274        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WAVES3S_USDT':          Symbol                  Timestamp        Volume    Price  \\\n",
       " 0  WAVES3S_USDT 2021-05-15 15:36:59.449017  20452.287434  0.04999   \n",
       " 1  WAVES3S_USDT 2021-05-15 15:37:13.762682  20452.287434  0.04999   \n",
       " 2  WAVES3S_USDT 2021-05-15 15:37:27.148195  20452.287434  0.04999   \n",
       " 3  WAVES3S_USDT 2021-05-15 15:37:40.406192  20452.287434  0.04999   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04999                  1.0  \n",
       " 1      0.04999                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'FIS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FIS_USDT 2021-05-15 15:36:59.449017  293730.51816121  2.556        2.556   \n",
       " 1  FIS_USDT 2021-05-15 15:37:13.762682  293731.39176121  2.547        2.547   \n",
       " 2  FIS_USDT 2021-05-15 15:37:27.148195  293731.39176121  2.547        0.000   \n",
       " 3  FIS_USDT 2021-05-15 15:37:40.406192  293731.39176121  2.547        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CFX3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  CFX3L_USDT 2021-05-15 15:36:59.449017  19365.516665472  0.9267   \n",
       " 1  CFX3L_USDT 2021-05-15 15:37:13.762682  19365.516665472  0.9191   \n",
       " 2  CFX3L_USDT 2021-05-15 15:37:27.148195  19379.025822689  0.9191   \n",
       " 3  CFX3L_USDT 2021-05-15 15:37:40.406192  19379.025822689  0.9300   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.9267              1.00000  \n",
       " 1       0.9191              1.00000  \n",
       " 2       0.0000              0.00000  \n",
       " 3       0.0109              0.01172  ,\n",
       " 'AKITA_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  AKITA_USDT 2021-05-15 15:36:59.449017  8335727436803.1  0.000008   \n",
       " 1  AKITA_USDT 2021-05-15 15:37:13.762682  8329906175397.3  0.000008   \n",
       " 2  AKITA_USDT 2021-05-15 15:37:27.148195  8329906175397.3  0.000008   \n",
       " 3  AKITA_USDT 2021-05-15 15:37:40.406192  8329906175397.3  0.000008   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  8.410000e-06             1.000000  \n",
       " 1  8.410000e-06             1.000000  \n",
       " 2  1.500000e-08             0.001780  \n",
       " 3  3.000000e-09             0.000356  ,\n",
       " 'WAVES3L_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  WAVES3L_USDT 2021-05-15 15:36:59.449017  12267.127278701  3.5191   \n",
       " 1  WAVES3L_USDT 2021-05-15 15:37:13.762682  12267.127278701  3.5191   \n",
       " 2  WAVES3L_USDT 2021-05-15 15:37:27.148195  12271.290325722  3.5191   \n",
       " 3  WAVES3L_USDT 2021-05-15 15:37:40.406192  12271.290325722  3.5191   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       3.5191                  1.0  \n",
       " 1       3.5191                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BEAM_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BEAM_USDT 2021-05-15 15:36:59.449017  87585.390916146  1.3664       1.3664   \n",
       " 1  BEAM_USDT 2021-05-15 15:37:13.762682  87566.679556146  1.3664       1.3664   \n",
       " 2  BEAM_USDT 2021-05-15 15:37:27.148195  87566.679556146  1.3677       0.0013   \n",
       " 3  BEAM_USDT 2021-05-15 15:37:40.406192  87566.679556146  1.3674      -0.0003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000951  \n",
       " 3            -0.000219  ,\n",
       " 'SPI_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SPI_USDT 2021-05-15 15:36:59.449017  556.75951240372  120.56       120.56   \n",
       " 1  SPI_USDT 2021-05-15 15:37:13.762682  556.83811693202  120.56       120.56   \n",
       " 2  SPI_USDT 2021-05-15 15:37:27.148195  556.83811693202  120.56         0.00   \n",
       " 3  SPI_USDT 2021-05-15 15:37:40.406192  556.83811693202  120.56         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WICC_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  WICC_USDT 2021-05-15 15:36:59.449017  1397610.6571387  0.4687       0.4687   \n",
       " 1  WICC_USDT 2021-05-15 15:37:13.762682  1397610.6571387  0.4699       0.4699   \n",
       " 2  WICC_USDT 2021-05-15 15:37:27.148195  1397613.2551387  0.4699       0.0000   \n",
       " 3  WICC_USDT 2021-05-15 15:37:40.406192  1397613.2551387  0.4691      -0.0008   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001705  ,\n",
       " 'JNT_USDT':      Symbol                  Timestamp Volume Price Price_Delta  \\\n",
       " 0  JNT_USDT 2021-05-15 15:36:59.449017      0     0           0   \n",
       " 1  JNT_USDT 2021-05-15 15:37:13.762682      0     0           0   \n",
       " 2  JNT_USDT 2021-05-15 15:37:27.148195      0     0           0   \n",
       " 3  JNT_USDT 2021-05-15 15:37:40.406192      0     0           0   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                   0  ,\n",
       " 'USDG_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  USDG_USDT 2021-05-15 15:36:59.449017  87555.590145537  0.9952       0.9952   \n",
       " 1  USDG_USDT 2021-05-15 15:37:13.762682  87547.764025693  0.9948       0.9948   \n",
       " 2  USDG_USDT 2021-05-15 15:37:27.148195  87547.764025693  0.9940      -0.0008   \n",
       " 3  USDG_USDT 2021-05-15 15:37:40.406192  87547.764025693  0.9940       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000805  \n",
       " 3             0.000000  ,\n",
       " 'DUCK2_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  DUCK2_USDT 2021-05-15 15:36:59.449017  28893.169022497  0.6697   \n",
       " 1  DUCK2_USDT 2021-05-15 15:37:13.762682  28896.782106466  0.6697   \n",
       " 2  DUCK2_USDT 2021-05-15 15:37:27.148195  28896.782106466  0.6698   \n",
       " 3  DUCK2_USDT 2021-05-15 15:37:40.406192  28896.782106466  0.6698   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.6697             1.000000  \n",
       " 1       0.6697             1.000000  \n",
       " 2       0.0001             0.000149  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'REQ_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  REQ_USDT 2021-05-15 15:36:59.449017   186884.1467754  0.11895      0.11895   \n",
       " 1  REQ_USDT 2021-05-15 15:37:13.762682  186789.07093915  0.11895      0.11895   \n",
       " 2  REQ_USDT 2021-05-15 15:37:27.148195  186789.07093915  0.11895      0.00000   \n",
       " 3  REQ_USDT 2021-05-15 15:37:40.406192  186789.07093915  0.11895      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GT_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GT_USDT 2021-05-15 15:36:59.449017  4721305.3246148  8.8666       8.8666   \n",
       " 1  GT_USDT 2021-05-15 15:37:13.762682  4721305.3246148  8.8809       8.8809   \n",
       " 2  GT_USDT 2021-05-15 15:37:27.148195  4721305.3246148  8.9090       0.0281   \n",
       " 3  GT_USDT 2021-05-15 15:37:40.406192  4721100.0861994  8.9503       0.0413   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003154  \n",
       " 3             0.004614  ,\n",
       " 'COVER_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  COVER_USDT 2021-05-15 15:36:59.449017  120.46986357085  493.10   \n",
       " 1  COVER_USDT 2021-05-15 15:37:13.762682  119.77180106098  493.10   \n",
       " 2  COVER_USDT 2021-05-15 15:37:27.148195  119.77180106098  492.84   \n",
       " 3  COVER_USDT 2021-05-15 15:37:40.406192  119.77180106098  492.84   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       493.10             1.000000  \n",
       " 1       493.10             1.000000  \n",
       " 2        -0.26            -0.000528  \n",
       " 3         0.00             0.000000  ,\n",
       " 'ARPA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ARPA_USDT 2021-05-15 15:36:59.449017  1879493.1969523  0.08250   \n",
       " 1  ARPA_USDT 2021-05-15 15:37:13.762682  1879493.1969523  0.08250   \n",
       " 2  ARPA_USDT 2021-05-15 15:37:27.148195  1879493.1969523  0.08231   \n",
       " 3  ARPA_USDT 2021-05-15 15:37:40.406192  1879436.0949523  0.08231   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.08250             1.000000  \n",
       " 1      0.08250             1.000000  \n",
       " 2     -0.00019            -0.002308  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'VALUE_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  VALUE_USDT 2021-05-15 15:36:59.449017  22728.363980705  3.134        3.134   \n",
       " 1  VALUE_USDT 2021-05-15 15:37:13.762682  22728.363980705  3.133        3.133   \n",
       " 2  VALUE_USDT 2021-05-15 15:37:27.148195  22728.363980705  3.133        0.000   \n",
       " 3  VALUE_USDT 2021-05-15 15:37:40.406192  22728.363980705  3.133        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BASE_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BASE_USDT 2021-05-15 15:36:59.449017  10999.545879162  2.128        2.128   \n",
       " 1  BASE_USDT 2021-05-15 15:37:13.762682  11013.499200655  2.128        2.128   \n",
       " 2  BASE_USDT 2021-05-15 15:37:27.148195  11013.499200655  2.128        0.000   \n",
       " 3  BASE_USDT 2021-05-15 15:37:40.406192  11013.499200655  2.128        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'UNI3L_USDT':        Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  UNI3L_USDT 2021-05-15 15:36:59.449017  54380.9531772  2.1111       2.1111   \n",
       " 1  UNI3L_USDT 2021-05-15 15:37:13.762682  54383.2847772  2.1111       2.1111   \n",
       " 2  UNI3L_USDT 2021-05-15 15:37:27.148195  54383.2847772  2.1111       0.0000   \n",
       " 3  UNI3L_USDT 2021-05-15 15:37:40.406192  54383.2847772  2.1111       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LPOOL_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  LPOOL_USDT 2021-05-15 15:36:59.449017  5148.9698747644   8.59         8.59   \n",
       " 1  LPOOL_USDT 2021-05-15 15:37:13.762682  5152.3965748386   8.59         8.59   \n",
       " 2  LPOOL_USDT 2021-05-15 15:37:27.148195  5152.3965748386   8.59         0.00   \n",
       " 3  LPOOL_USDT 2021-05-15 15:37:40.406192  5152.3965748386   8.56        -0.03   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.003505  ,\n",
       " 'LON_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  LON_USDT 2021-05-15 15:36:59.449017  13890.281172301   5.09         5.09   \n",
       " 1  LON_USDT 2021-05-15 15:37:13.762682  13899.867868765   5.09         5.09   \n",
       " 2  LON_USDT 2021-05-15 15:37:27.148195  13899.867868765   5.09         0.00   \n",
       " 3  LON_USDT 2021-05-15 15:37:40.406192  13899.867868765   5.09         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WAVES_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  WAVES_USDT 2021-05-15 15:36:59.449017  10575.665093928  32.786   \n",
       " 1  WAVES_USDT 2021-05-15 15:37:13.762682  10575.665093928  32.751   \n",
       " 2  WAVES_USDT 2021-05-15 15:37:27.148195  10575.665093928  32.751   \n",
       " 3  WAVES_USDT 2021-05-15 15:37:40.406192  10575.665093928  32.751   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       32.786                  1.0  \n",
       " 1       32.751                  1.0  \n",
       " 2        0.000                  0.0  \n",
       " 3        0.000                  0.0  ,\n",
       " 'ATOM_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ATOM_USDT 2021-05-15 15:36:59.449017  616091.97096433  27.8425   \n",
       " 1  ATOM_USDT 2021-05-15 15:37:13.762682  616091.97096433  27.7682   \n",
       " 2  ATOM_USDT 2021-05-15 15:37:27.148195  616091.97096433  27.6986   \n",
       " 3  ATOM_USDT 2021-05-15 15:37:40.406192  616091.97096433  27.7411   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      27.8425             1.000000  \n",
       " 1      27.7682             1.000000  \n",
       " 2      -0.0696            -0.002513  \n",
       " 3       0.0425             0.001532  ,\n",
       " 'SENC_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SENC_USDT 2021-05-15 15:36:59.449017   23655165.48985  0.002467   \n",
       " 1  SENC_USDT 2021-05-15 15:37:13.762682  23661932.228398  0.002467   \n",
       " 2  SENC_USDT 2021-05-15 15:37:27.148195  23661932.228398  0.002467   \n",
       " 3  SENC_USDT 2021-05-15 15:37:40.406192  23661932.228398  0.002467   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002467                  1.0  \n",
       " 1     0.002467                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'SERO3L_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  SERO3L_USDT 2021-05-15 15:36:59.449017  2423.488611355  2.0594   \n",
       " 1  SERO3L_USDT 2021-05-15 15:37:13.762682  2423.488611355  2.0559   \n",
       " 2  SERO3L_USDT 2021-05-15 15:37:27.148195  2427.334611355  2.0559   \n",
       " 3  SERO3L_USDT 2021-05-15 15:37:40.406192  2427.334611355  2.0559   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.0594                  1.0  \n",
       " 1       2.0559                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'REEF_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  REEF_USDT 2021-05-15 15:36:59.449017  21462695.530866  0.04119   \n",
       " 1  REEF_USDT 2021-05-15 15:37:13.762682  21462695.530866  0.04119   \n",
       " 2  REEF_USDT 2021-05-15 15:37:27.148195  21462695.530866  0.04119   \n",
       " 3  REEF_USDT 2021-05-15 15:37:40.406192  21462695.530866  0.04119   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04119                  1.0  \n",
       " 1      0.04119                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'QSP_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  QSP_USDT 2021-05-15 15:36:59.449017  696110.38304509  0.0704       0.0704   \n",
       " 1  QSP_USDT 2021-05-15 15:37:13.762682  696533.15236638  0.0704       0.0704   \n",
       " 2  QSP_USDT 2021-05-15 15:37:27.148195  696533.15236638  0.0704       0.0000   \n",
       " 3  QSP_USDT 2021-05-15 15:37:40.406192  696533.15236638  0.0704       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TROY_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  TROY_USDT 2021-05-15 15:36:59.449017  2566291.0913449  0.018714   \n",
       " 1  TROY_USDT 2021-05-15 15:37:13.762682  2439069.9007317  0.018714   \n",
       " 2  TROY_USDT 2021-05-15 15:37:27.148195  2439069.9007317  0.018714   \n",
       " 3  TROY_USDT 2021-05-15 15:37:40.406192  2439069.9007317  0.018714   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.018714                  1.0  \n",
       " 1     0.018714                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'BCHA3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BCHA3L_USDT 2021-05-15 15:36:59.449017  281114.76460017  0.1234   \n",
       " 1  BCHA3L_USDT 2021-05-15 15:37:13.762682  281158.81322641  0.1234   \n",
       " 2  BCHA3L_USDT 2021-05-15 15:37:27.148195  281158.81322641  0.1234   \n",
       " 3  BCHA3L_USDT 2021-05-15 15:37:40.406192  281158.81322641  0.1234   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1234                  1.0  \n",
       " 1       0.1234                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NSURE_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  NSURE_USDT 2021-05-15 15:36:59.449017   43473.90239086  0.5875   \n",
       " 1  NSURE_USDT 2021-05-15 15:37:13.762682  43488.196218841  0.5875   \n",
       " 2  NSURE_USDT 2021-05-15 15:37:27.148195  43488.196218841  0.5875   \n",
       " 3  NSURE_USDT 2021-05-15 15:37:40.406192  43488.196218841  0.5875   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5875                  1.0  \n",
       " 1       0.5875                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'AUTO_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  AUTO_USDT 2021-05-15 15:36:59.449017  32.962645467812  2655.26   \n",
       " 1  AUTO_USDT 2021-05-15 15:37:13.762682  32.963929241069  2655.26   \n",
       " 2  AUTO_USDT 2021-05-15 15:37:27.148195  32.963929241069  2655.26   \n",
       " 3  AUTO_USDT 2021-05-15 15:37:40.406192  32.963929241069  2655.26   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      2655.26                  1.0  \n",
       " 1      2655.26                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'UNI_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  UNI_USDT 2021-05-15 15:36:59.449017  898595.51752285  38.886       38.886   \n",
       " 1  UNI_USDT 2021-05-15 15:37:13.762682  898595.51752285  38.869       38.869   \n",
       " 2  UNI_USDT 2021-05-15 15:37:27.148195  898595.51752285  38.883        0.014   \n",
       " 3  UNI_USDT 2021-05-15 15:37:40.406192  898595.51752285  38.885        0.002   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000360  \n",
       " 3             0.000051  ,\n",
       " 'ETH5L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ETH5L_USDT 2021-05-15 15:36:59.449017  5815997.1835051  0.5870   \n",
       " 1  ETH5L_USDT 2021-05-15 15:37:13.762682  5829953.5885415  0.5866   \n",
       " 2  ETH5L_USDT 2021-05-15 15:37:27.148195  5829953.5885415  0.5898   \n",
       " 3  ETH5L_USDT 2021-05-15 15:37:40.406192  5829953.5885415  0.5898   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5870             1.000000  \n",
       " 1       0.5866             1.000000  \n",
       " 2       0.0032             0.005426  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'BIRD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BIRD_USDT 2021-05-15 15:36:59.449017  132.10999342091  154.08       154.08   \n",
       " 1  BIRD_USDT 2021-05-15 15:37:13.762682  132.11849405013  154.08       154.08   \n",
       " 2  BIRD_USDT 2021-05-15 15:37:27.148195  132.11849405013  154.08         0.00   \n",
       " 3  BIRD_USDT 2021-05-15 15:37:40.406192  132.11849405013  154.08         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZIL_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ZIL_USDT 2021-05-15 15:36:59.449017  1535724.3306447  0.19174      0.19174   \n",
       " 1  ZIL_USDT 2021-05-15 15:37:13.762682  1534795.2198447  0.19174      0.19174   \n",
       " 2  ZIL_USDT 2021-05-15 15:37:27.148195  1534795.2198447  0.19174      0.00000   \n",
       " 3  ZIL_USDT 2021-05-15 15:37:40.406192  1534795.2198447  0.19197      0.00023   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001198  ,\n",
       " 'XOR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XOR_USDT 2021-05-15 15:36:59.449017  320.14713351588  726.67       726.67   \n",
       " 1  XOR_USDT 2021-05-15 15:37:13.762682  320.17353351588  726.67       726.67   \n",
       " 2  XOR_USDT 2021-05-15 15:37:27.148195  320.17353351588  726.67         0.00   \n",
       " 3  XOR_USDT 2021-05-15 15:37:40.406192  320.17353351588  727.03         0.36   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000495  ,\n",
       " 'GRT3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  GRT3S_USDT 2021-05-15 15:36:59.449017  53531.946695059  0.4775   \n",
       " 1  GRT3S_USDT 2021-05-15 15:37:13.762682  53531.946695059  0.4775   \n",
       " 2  GRT3S_USDT 2021-05-15 15:37:27.148195  53531.946695059  0.4775   \n",
       " 3  GRT3S_USDT 2021-05-15 15:37:40.406192  53547.534483081  0.4775   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4775                  1.0  \n",
       " 1       0.4775                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'LIT_USDT':      Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  LIT_USDT 2021-05-15 15:36:59.449017  26868.27540549  7.106        7.106   \n",
       " 1  LIT_USDT 2021-05-15 15:37:13.762682  26897.16780549  7.106        7.106   \n",
       " 2  LIT_USDT 2021-05-15 15:37:27.148195  26897.16780549  7.106        0.000   \n",
       " 3  LIT_USDT 2021-05-15 15:37:40.406192  26897.16780549  7.106        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MPH_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  MPH_USDT 2021-05-15 15:36:59.449017  506791.76147492  0.04318      0.04318   \n",
       " 1  MPH_USDT 2021-05-15 15:37:13.762682  506910.22391613  0.04318      0.04318   \n",
       " 2  MPH_USDT 2021-05-15 15:37:27.148195  506910.22391613  0.04318      0.00000   \n",
       " 3  MPH_USDT 2021-05-15 15:37:40.406192  506910.22391613  0.04318      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ABT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ABT_USDT 2021-05-15 15:36:59.449017  371584.51546669  0.19734      0.19734   \n",
       " 1  ABT_USDT 2021-05-15 15:37:13.762682  371584.51546669  0.19734      0.19734   \n",
       " 2  ABT_USDT 2021-05-15 15:37:27.148195  371584.51546669  0.19734      0.00000   \n",
       " 3  ABT_USDT 2021-05-15 15:37:40.406192  371584.51546669  0.19734      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QTUM3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  QTUM3L_USDT 2021-05-15 15:36:59.449017  7641.3493059985  4.9298   \n",
       " 1  QTUM3L_USDT 2021-05-15 15:37:13.762682  7641.3493059985  4.9357   \n",
       " 2  QTUM3L_USDT 2021-05-15 15:37:27.148195  7642.4114729229  4.9357   \n",
       " 3  QTUM3L_USDT 2021-05-15 15:37:40.406192  7642.4114729229  4.9357   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       4.9298                  1.0  \n",
       " 1       4.9357                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'AAVE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AAVE_USDT 2021-05-15 15:36:59.449017  48164.886147757  564.99       564.99   \n",
       " 1  AAVE_USDT 2021-05-15 15:37:13.762682  47936.136747757  564.84       564.84   \n",
       " 2  AAVE_USDT 2021-05-15 15:37:27.148195  47936.136747757  565.18         0.34   \n",
       " 3  AAVE_USDT 2021-05-15 15:37:40.406192  47936.136747757  565.39         0.21   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000602  \n",
       " 3             0.000371  ,\n",
       " 'AERGO_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  AERGO_USDT 2021-05-15 15:36:59.449017  236172.47158095  0.24361   \n",
       " 1  AERGO_USDT 2021-05-15 15:37:13.762682  236341.69882355  0.24361   \n",
       " 2  AERGO_USDT 2021-05-15 15:37:27.148195  236341.69882355  0.24361   \n",
       " 3  AERGO_USDT 2021-05-15 15:37:40.406192  236341.69882355  0.24361   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.24361                  1.0  \n",
       " 1      0.24361                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'MINI_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  MINI_USDT 2021-05-15 15:36:59.449017  335630.65561211  0.05733   \n",
       " 1  MINI_USDT 2021-05-15 15:37:13.762682    335774.538493  0.05733   \n",
       " 2  MINI_USDT 2021-05-15 15:37:27.148195    335774.538493  0.05733   \n",
       " 3  MINI_USDT 2021-05-15 15:37:40.406192    335774.538493  0.05733   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.05733                  1.0  \n",
       " 1      0.05733                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'YIELD_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  YIELD_USDT 2021-05-15 15:36:59.449017  2776515.2355061  0.15497   \n",
       " 1  YIELD_USDT 2021-05-15 15:37:13.762682  2776515.2355061  0.15497   \n",
       " 2  YIELD_USDT 2021-05-15 15:37:27.148195  2780023.1451061  0.15503   \n",
       " 3  YIELD_USDT 2021-05-15 15:37:40.406192  2780023.1451061  0.15503   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.15497             1.000000  \n",
       " 1      0.15497             1.000000  \n",
       " 2      0.00006             0.000387  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'STAR_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  STAR_USDT 2021-05-15 15:36:59.449017  338378.67136672  2.344        2.344   \n",
       " 1  STAR_USDT 2021-05-15 15:37:13.762682  338092.18060672  2.345        2.345   \n",
       " 2  STAR_USDT 2021-05-15 15:37:27.148195  338092.18060672  2.345        0.000   \n",
       " 3  STAR_USDT 2021-05-15 15:37:40.406192  338092.18060672  2.345        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OCN_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  OCN_USDT 2021-05-15 15:36:59.449017  103457295.20001  0.001320   \n",
       " 1  OCN_USDT 2021-05-15 15:37:13.762682  103449985.03329  0.001320   \n",
       " 2  OCN_USDT 2021-05-15 15:37:27.148195  103449985.03329  0.001320   \n",
       " 3  OCN_USDT 2021-05-15 15:37:40.406192  103449985.03329  0.001323   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.001320             1.000000  \n",
       " 1     0.001320             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3     0.000003             0.002117  ,\n",
       " 'BCX_USDT':      Symbol                  Timestamp          Volume     Price  Price_Delta  \\\n",
       " 0  BCX_USDT 2021-05-15 15:36:59.449017  24977611.63336  0.003190     0.003190   \n",
       " 1  BCX_USDT 2021-05-15 15:37:13.762682  24982636.95441  0.003189     0.003189   \n",
       " 2  BCX_USDT 2021-05-15 15:37:27.148195  24982636.95441  0.003189     0.000000   \n",
       " 3  BCX_USDT 2021-05-15 15:37:40.406192  24982636.95441  0.003189     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTCST_USDT':        Symbol                  Timestamp         Volume  Price  Price_Delta  \\\n",
       " 0  BTCST_USDT 2021-05-15 15:36:59.449017  2503.19040315   70.5         70.5   \n",
       " 1  BTCST_USDT 2021-05-15 15:37:13.762682  2503.19040315   70.5         70.5   \n",
       " 2  BTCST_USDT 2021-05-15 15:37:27.148195  2503.19040315   70.5          0.0   \n",
       " 3  BTCST_USDT 2021-05-15 15:37:40.406192  2503.19040315   70.5          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ROOK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ROOK_USDT 2021-05-15 15:36:59.449017  98.603069580285  491.05       491.05   \n",
       " 1  ROOK_USDT 2021-05-15 15:37:13.762682  98.606588967482  491.98       491.98   \n",
       " 2  ROOK_USDT 2021-05-15 15:37:27.148195  98.606588967482  491.98         0.00   \n",
       " 3  ROOK_USDT 2021-05-15 15:37:40.406192  98.606588967482  491.98         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SBTC_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SBTC_USDT 2021-05-15 15:36:59.449017  7169.9812260621  2.6474       2.6474   \n",
       " 1  SBTC_USDT 2021-05-15 15:37:13.762682  7171.0052280456  2.6474       2.6474   \n",
       " 2  SBTC_USDT 2021-05-15 15:37:27.148195  7171.0052280456  2.6474       0.0000   \n",
       " 3  SBTC_USDT 2021-05-15 15:37:40.406192  7171.0052280456  2.6474       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'JULD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  JULD_USDT 2021-05-15 15:36:59.449017  3525944.9326114  0.1412       0.1412   \n",
       " 1  JULD_USDT 2021-05-15 15:37:13.762682  3523761.7546832  0.1412       0.1412   \n",
       " 2  JULD_USDT 2021-05-15 15:37:27.148195  3523761.7546832  0.1412       0.0000   \n",
       " 3  JULD_USDT 2021-05-15 15:37:40.406192  3523761.7546832  0.1426       0.0014   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.009818  ,\n",
       " 'TON_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  TON_USDT 2021-05-15 15:36:59.449017  1951550.5565934  0.02047      0.02047   \n",
       " 1  TON_USDT 2021-05-15 15:37:13.762682  1950551.9954137  0.02047      0.02047   \n",
       " 2  TON_USDT 2021-05-15 15:37:27.148195  1950551.9954137  0.02047      0.00000   \n",
       " 3  TON_USDT 2021-05-15 15:37:40.406192  1950551.9954137  0.02047      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ICP_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  ICP_USDT 2021-05-15 15:36:59.449017  17140.61172528  276.65       276.65   \n",
       " 1  ICP_USDT 2021-05-15 15:37:13.762682  17140.61172528  276.51       276.51   \n",
       " 2  ICP_USDT 2021-05-15 15:37:27.148195  17140.61172528  276.51         0.00   \n",
       " 3  ICP_USDT 2021-05-15 15:37:40.406192  17140.61172528  276.51         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ANY_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ANY_USDT 2021-05-15 15:36:59.449017  4383.2846385984  6.655        6.655   \n",
       " 1  ANY_USDT 2021-05-15 15:37:13.762682  4381.9718552613  6.655        6.655   \n",
       " 2  ANY_USDT 2021-05-15 15:37:27.148195  4381.9718552613  6.655        0.000   \n",
       " 3  ANY_USDT 2021-05-15 15:37:40.406192  4381.9718552613  6.680        0.025   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.003743  ,\n",
       " 'POLS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  POLS_USDT 2021-05-15 15:36:59.449017  155128.23527133  3.1688       3.1688   \n",
       " 1  POLS_USDT 2021-05-15 15:37:13.762682  155128.43927133  3.1688       3.1688   \n",
       " 2  POLS_USDT 2021-05-15 15:37:27.148195  155128.43927133  3.1688       0.0000   \n",
       " 3  POLS_USDT 2021-05-15 15:37:40.406192  155128.43927133  3.1688       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TPT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  TPT_USDT 2021-05-15 15:36:59.449017  14608762.991708  0.11018      0.11018   \n",
       " 1  TPT_USDT 2021-05-15 15:37:13.762682  14608762.991708  0.10912      0.10912   \n",
       " 2  TPT_USDT 2021-05-15 15:37:27.148195  14549690.204627  0.10912      0.00000   \n",
       " 3  TPT_USDT 2021-05-15 15:37:40.406192  14549690.204627  0.10912      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DOGGY_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DOGGY_USDT 2021-05-15 15:36:59.449017  248713117.57686  0.07450   \n",
       " 1  DOGGY_USDT 2021-05-15 15:37:13.762682  248713117.57686  0.07515   \n",
       " 2  DOGGY_USDT 2021-05-15 15:37:27.148195  248713117.57686  0.07556   \n",
       " 3  DOGGY_USDT 2021-05-15 15:37:40.406192  248713117.57686  0.07600   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07450             1.000000  \n",
       " 1      0.07515             1.000000  \n",
       " 2      0.00041             0.005426  \n",
       " 3      0.00044             0.005789  ,\n",
       " 'WHITE_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  WHITE_USDT 2021-05-15 15:36:59.449017  27.331036176363  1916.50   \n",
       " 1  WHITE_USDT 2021-05-15 15:37:13.762682  27.323923792394  1916.50   \n",
       " 2  WHITE_USDT 2021-05-15 15:37:27.148195  27.323923792394  1919.48   \n",
       " 3  WHITE_USDT 2021-05-15 15:37:40.406192  27.323923792394  1919.48   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      1916.50             1.000000  \n",
       " 1      1916.50             1.000000  \n",
       " 2         2.98             0.001553  \n",
       " 3         0.00             0.000000  ,\n",
       " 'FET_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FET_USDT 2021-05-15 15:36:59.449017  125871.46567378  0.4568       0.4568   \n",
       " 1  FET_USDT 2021-05-15 15:37:13.762682  125891.67949233  0.4576       0.4576   \n",
       " 2  FET_USDT 2021-05-15 15:37:27.148195  125891.67949233  0.4576       0.0000   \n",
       " 3  FET_USDT 2021-05-15 15:37:40.406192  125891.67949233  0.4576       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BCH5S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BCH5S_USDT 2021-05-15 15:36:59.449017  517947.89770276  0.295889   \n",
       " 1  BCH5S_USDT 2021-05-15 15:37:13.762682  517947.89770276  0.295889   \n",
       " 2  BCH5S_USDT 2021-05-15 15:37:27.148195  518007.94481513  0.295889   \n",
       " 3  BCH5S_USDT 2021-05-15 15:37:40.406192  518007.94481513  0.295889   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.295889                  1.0  \n",
       " 1     0.295889                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ERN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ERN_USDT 2021-05-15 15:36:59.449017  26038.010399544  14.503       14.503   \n",
       " 1  ERN_USDT 2021-05-15 15:37:13.762682  26038.010399544  14.503       14.503   \n",
       " 2  ERN_USDT 2021-05-15 15:37:27.148195  26038.010399544  14.503        0.000   \n",
       " 3  ERN_USDT 2021-05-15 15:37:40.406192  26038.010399544  14.459       -0.044   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.003043  ,\n",
       " 'CHR_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CHR_USDT 2021-05-15 15:36:59.449017  1518093.3362771  0.336        0.336   \n",
       " 1  CHR_USDT 2021-05-15 15:37:13.762682  1518093.3362771  0.336        0.336   \n",
       " 2  CHR_USDT 2021-05-15 15:37:27.148195  1518093.3362771  0.336        0.000   \n",
       " 3  CHR_USDT 2021-05-15 15:37:40.406192  1518047.1110771  0.336        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BCN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  BCN_USDT 2021-05-15 15:36:59.449017  113707585.42981  0.00508     0.005080   \n",
       " 1  BCN_USDT 2021-05-15 15:37:13.762682  113599329.82071  0.00508     0.005080   \n",
       " 2  BCN_USDT 2021-05-15 15:37:27.148195  113599329.82071  0.00505    -0.000031   \n",
       " 3  BCN_USDT 2021-05-15 15:37:40.406192  113599329.82071  0.00505     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2             -0.00604  \n",
       " 3              0.00000  ,\n",
       " 'BAND_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BAND_USDT 2021-05-15 15:36:59.449017  7572.8580112125  14.622       14.622   \n",
       " 1  BAND_USDT 2021-05-15 15:37:13.762682  7856.7966396198  14.622       14.622   \n",
       " 2  BAND_USDT 2021-05-15 15:37:27.148195  7856.7966396198  14.622        0.000   \n",
       " 3  BAND_USDT 2021-05-15 15:37:40.406192  7856.7966396198  14.622        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SAFEMARS_USDT':           Symbol                  Timestamp          Volume         Price  \\\n",
       " 0  SAFEMARS_USDT 2021-05-15 15:36:59.449017  17053268462644  6.390000e-07   \n",
       " 1  SAFEMARS_USDT 2021-05-15 15:37:13.762682  17053268462644  6.370000e-07   \n",
       " 2  SAFEMARS_USDT 2021-05-15 15:37:27.148195  17053268462644  6.380000e-07   \n",
       " 3  SAFEMARS_USDT 2021-05-15 15:37:40.406192  17053268462644  6.370000e-07   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  6.390000e-07             1.000000  \n",
       " 1  6.370000e-07             1.000000  \n",
       " 2  1.000000e-09             0.001567  \n",
       " 3 -1.000000e-09            -0.001570  ,\n",
       " 'EDG_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  EDG_USDT 2021-05-15 15:36:59.449017  2719156.1301777  0.02379      0.02379   \n",
       " 1  EDG_USDT 2021-05-15 15:37:13.762682  2719156.1301777  0.02379      0.02379   \n",
       " 2  EDG_USDT 2021-05-15 15:37:27.148195  2719156.1301777  0.02379      0.00000   \n",
       " 3  EDG_USDT 2021-05-15 15:37:40.406192  2719156.1301777  0.02379      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'YFI3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  YFI3L_USDT 2021-05-15 15:36:59.449017  40707.957925245  1.2529   \n",
       " 1  YFI3L_USDT 2021-05-15 15:37:13.762682  40707.957925245  1.2602   \n",
       " 2  YFI3L_USDT 2021-05-15 15:37:27.148195  40732.273073571  1.2602   \n",
       " 3  YFI3L_USDT 2021-05-15 15:37:40.406192  40732.273073571  1.2602   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.2529                  1.0  \n",
       " 1       1.2602                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NEAR3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  NEAR3L_USDT 2021-05-15 15:36:59.449017  72344.254422623  0.7545   \n",
       " 1  NEAR3L_USDT 2021-05-15 15:37:13.762682  72344.254422623  0.7545   \n",
       " 2  NEAR3L_USDT 2021-05-15 15:37:27.148195  72342.198798934  0.7545   \n",
       " 3  NEAR3L_USDT 2021-05-15 15:37:40.406192  72342.198798934  0.7572   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.7545             1.000000  \n",
       " 1       0.7545             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3       0.0027             0.003566  ,\n",
       " 'ANKR_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ANKR_USDT 2021-05-15 15:36:59.449017  1341996.1977609  0.13551   \n",
       " 1  ANKR_USDT 2021-05-15 15:37:13.762682  1341996.1977609  0.13555   \n",
       " 2  ANKR_USDT 2021-05-15 15:37:27.148195  1342065.6141609  0.13555   \n",
       " 3  ANKR_USDT 2021-05-15 15:37:40.406192  1342065.6141609  0.13555   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.13551                  1.0  \n",
       " 1      0.13555                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ZSC_USDT':      Symbol                  Timestamp            Volume    Price  \\\n",
       " 0  ZSC_USDT 2021-05-15 15:36:59.449017  5478266.82701986  0.00047   \n",
       " 1  ZSC_USDT 2021-05-15 15:37:13.762682  5478266.82701986  0.00047   \n",
       " 2  ZSC_USDT 2021-05-15 15:37:27.148195  5478266.82701986  0.00047   \n",
       " 3  ZSC_USDT 2021-05-15 15:37:40.406192  5478266.82701986  0.00047   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00047                  1.0  \n",
       " 1      0.00047                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'FILDA_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  FILDA_USDT 2021-05-15 15:36:59.449017  109309.59444689  0.5714   \n",
       " 1  FILDA_USDT 2021-05-15 15:37:13.762682  109309.59444689  0.5714   \n",
       " 2  FILDA_USDT 2021-05-15 15:37:27.148195  109309.59444689  0.5714   \n",
       " 3  FILDA_USDT 2021-05-15 15:37:40.406192  109309.59444689  0.5714   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5714                  1.0  \n",
       " 1       0.5714                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BIFIF_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BIFIF_USDT 2021-05-15 15:36:59.449017  140323.69880544  0.06338   \n",
       " 1  BIFIF_USDT 2021-05-15 15:37:13.762682  140308.95180544  0.06338   \n",
       " 2  BIFIF_USDT 2021-05-15 15:37:27.148195  140308.95180544  0.06338   \n",
       " 3  BIFIF_USDT 2021-05-15 15:37:40.406192  140308.95180544  0.06338   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.06338                  1.0  \n",
       " 1      0.06338                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BTT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BTT_USDT 2021-05-15 15:36:59.449017  290717196.12563  0.005874   \n",
       " 1  BTT_USDT 2021-05-15 15:37:13.762682  290717196.12563  0.005861   \n",
       " 2  BTT_USDT 2021-05-15 15:37:27.148195  290717196.12563  0.005865   \n",
       " 3  BTT_USDT 2021-05-15 15:37:40.406192  290580471.12777  0.005875   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.005874             1.000000  \n",
       " 1     0.005861             1.000000  \n",
       " 2     0.000005             0.000767  \n",
       " 3     0.000010             0.001719  ,\n",
       " 'MATIC_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  MATIC_USDT 2021-05-15 15:36:59.449017  8854484.6052034  1.83107   \n",
       " 1  MATIC_USDT 2021-05-15 15:37:13.762682  8854484.6052034  1.83545   \n",
       " 2  MATIC_USDT 2021-05-15 15:37:27.148195  8854484.6052034  1.83468   \n",
       " 3  MATIC_USDT 2021-05-15 15:37:40.406192  8855208.7633282  1.83468   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      1.83107              1.00000  \n",
       " 1      1.83545              1.00000  \n",
       " 2     -0.00077             -0.00042  \n",
       " 3      0.00000              0.00000  ,\n",
       " 'AAVE3L_USDT':         Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  AAVE3L_USDT 2021-05-15 15:36:59.449017  9534.003784562  10.8028   \n",
       " 1  AAVE3L_USDT 2021-05-15 15:37:13.762682  9534.003784562  10.8028   \n",
       " 2  AAVE3L_USDT 2021-05-15 15:37:27.148195  9534.003784562  10.8028   \n",
       " 3  AAVE3L_USDT 2021-05-15 15:37:40.406192  9534.003784562  10.8028   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      10.8028                  1.0  \n",
       " 1      10.8028                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'KYL_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  KYL_USDT 2021-05-15 15:36:59.449017   930799.9648577  0.7952       0.7952   \n",
       " 1  KYL_USDT 2021-05-15 15:37:13.762682  929697.10422766  0.7970       0.7970   \n",
       " 2  KYL_USDT 2021-05-15 15:37:27.148195  929697.10422766  0.7970       0.0000   \n",
       " 3  KYL_USDT 2021-05-15 15:37:40.406192  929697.10422766  0.7949      -0.0021   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.002642  ,\n",
       " 'MTL_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MTL_USDT 2021-05-15 15:36:59.449017   15495.19190709  3.295        3.295   \n",
       " 1  MTL_USDT 2021-05-15 15:37:13.762682  15495.208261264  3.295        3.295   \n",
       " 2  MTL_USDT 2021-05-15 15:37:27.148195  15495.208261264  3.295        0.000   \n",
       " 3  MTL_USDT 2021-05-15 15:37:40.406192  15495.208261264  3.295        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BOSON_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BOSON_USDT 2021-05-15 15:36:59.449017  125886.82693411  2.6377   \n",
       " 1  BOSON_USDT 2021-05-15 15:37:13.762682  126059.73973411  2.6415   \n",
       " 2  BOSON_USDT 2021-05-15 15:37:27.148195  126059.73973411  2.6415   \n",
       " 3  BOSON_USDT 2021-05-15 15:37:40.406192  126059.73973411  2.6415   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.6377                  1.0  \n",
       " 1       2.6415                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BEPRO_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BEPRO_USDT 2021-05-15 15:36:59.449017  8740693.1785879  0.01444   \n",
       " 1  BEPRO_USDT 2021-05-15 15:37:13.762682  8732510.3809879  0.01444   \n",
       " 2  BEPRO_USDT 2021-05-15 15:37:27.148195  8732510.3809879  0.01440   \n",
       " 3  BEPRO_USDT 2021-05-15 15:37:40.406192  8732510.3809879  0.01443   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01444             1.000000  \n",
       " 1      0.01444             1.000000  \n",
       " 2     -0.00004            -0.002778  \n",
       " 3      0.00003             0.002079  ,\n",
       " 'RVC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  RVC_USDT 2021-05-15 15:36:59.449017  445446956.78448  0.001045   \n",
       " 1  RVC_USDT 2021-05-15 15:37:13.762682  445913519.30427  0.001050   \n",
       " 2  RVC_USDT 2021-05-15 15:37:27.148195  445913519.30427  0.001053   \n",
       " 3  RVC_USDT 2021-05-15 15:37:40.406192  445913519.30427  0.001055   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.001045             1.000000  \n",
       " 1     0.001050             1.000000  \n",
       " 2     0.000003             0.002850  \n",
       " 3     0.000002             0.002085  ,\n",
       " 'LPT_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  LPT_USDT 2021-05-15 15:36:59.449017  53873.26239636  31.507       31.507   \n",
       " 1  LPT_USDT 2021-05-15 15:37:13.762682  53863.18479636  31.507       31.507   \n",
       " 2  LPT_USDT 2021-05-15 15:37:27.148195  53863.18479636  31.507        0.000   \n",
       " 3  LPT_USDT 2021-05-15 15:37:40.406192  53863.18479636  31.556        0.049   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001553  ,\n",
       " 'STRAX_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  STRAX_USDT 2021-05-15 15:36:59.449017  38236.862977704  3.0014   \n",
       " 1  STRAX_USDT 2021-05-15 15:37:13.762682  38236.862977704  3.0082   \n",
       " 2  STRAX_USDT 2021-05-15 15:37:27.148195  38285.922082056  3.0082   \n",
       " 3  STRAX_USDT 2021-05-15 15:37:40.406192  38285.922082056  2.9825   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       3.0014             1.000000  \n",
       " 1       3.0082             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0257            -0.008617  ,\n",
       " 'MATTER_USDT':         Symbol                  Timestamp           Volume  Price  \\\n",
       " 0  MATTER_USDT 2021-05-15 15:36:59.449017  44729.118888955  1.437   \n",
       " 1  MATTER_USDT 2021-05-15 15:37:13.762682   44731.85937151  1.437   \n",
       " 2  MATTER_USDT 2021-05-15 15:37:27.148195   44731.85937151  1.437   \n",
       " 3  MATTER_USDT 2021-05-15 15:37:40.406192   44731.85937151  1.437   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0        1.437                  1.0  \n",
       " 1        1.437                  1.0  \n",
       " 2        0.000                  0.0  \n",
       " 3        0.000                  0.0  ,\n",
       " 'TIDAL_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  TIDAL_USDT 2021-05-15 15:36:59.449017  14115231.672118  0.011857   \n",
       " 1  TIDAL_USDT 2021-05-15 15:37:13.762682  14112364.740118  0.011857   \n",
       " 2  TIDAL_USDT 2021-05-15 15:37:27.148195  14112364.740118  0.011842   \n",
       " 3  TIDAL_USDT 2021-05-15 15:37:40.406192  14112364.740118  0.011842   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.011857             1.000000  \n",
       " 1     0.011857             1.000000  \n",
       " 2    -0.000015            -0.001267  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'CWS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  CWS_USDT 2021-05-15 15:36:59.449017  5556.6400372705  19.40        19.40   \n",
       " 1  CWS_USDT 2021-05-15 15:37:13.762682  5556.1650566424  19.40        19.40   \n",
       " 2  CWS_USDT 2021-05-15 15:37:27.148195  5556.1650566424  19.40         0.00   \n",
       " 3  CWS_USDT 2021-05-15 15:37:40.406192  5556.1650566424  19.41         0.01   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000515  ,\n",
       " 'CRO_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  CRO_USDT 2021-05-15 15:36:59.449017   984635.7658105  0.15944      0.15944   \n",
       " 1  CRO_USDT 2021-05-15 15:37:13.762682  971615.71734153  0.15949      0.15949   \n",
       " 2  CRO_USDT 2021-05-15 15:37:27.148195  971615.71734153  0.15949      0.00000   \n",
       " 3  CRO_USDT 2021-05-15 15:37:40.406192  971615.71734153  0.15949      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BAGS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BAGS_USDT 2021-05-15 15:36:59.449017  463.99306635931  116.33       116.33   \n",
       " 1  BAGS_USDT 2021-05-15 15:37:13.762682  464.03924017321  116.50       116.50   \n",
       " 2  BAGS_USDT 2021-05-15 15:37:27.148195  464.03924017321  116.50         0.00   \n",
       " 3  BAGS_USDT 2021-05-15 15:37:40.406192  464.03924017321  116.50         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'STOX_USDT':       Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  STOX_USDT 2021-05-15 15:36:59.449017  6793.03583825  0.0159       0.0159   \n",
       " 1  STOX_USDT 2021-05-15 15:37:13.762682  6793.03583825  0.0159       0.0159   \n",
       " 2  STOX_USDT 2021-05-15 15:37:27.148195  6793.03583825  0.0159       0.0000   \n",
       " 3  STOX_USDT 2021-05-15 15:37:40.406192  6793.03583825  0.0159       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BAC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BAC_USDT 2021-05-15 15:36:59.449017  85341.451989876  0.2633       0.2633   \n",
       " 1  BAC_USDT 2021-05-15 15:37:13.762682  85377.290576934  0.2633       0.2633   \n",
       " 2  BAC_USDT 2021-05-15 15:37:27.148195  85377.290576934  0.2633       0.0000   \n",
       " 3  BAC_USDT 2021-05-15 15:37:40.406192  85377.290576934  0.2633       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PAY_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  PAY_USDT 2021-05-15 15:36:59.449017  1234091.6905498  0.13200      0.13200   \n",
       " 1  PAY_USDT 2021-05-15 15:37:13.762682  1233285.4296442  0.13282      0.13282   \n",
       " 2  PAY_USDT 2021-05-15 15:37:27.148195  1233285.4296442  0.13282      0.00000   \n",
       " 3  PAY_USDT 2021-05-15 15:37:40.406192  1233285.4296442  0.13282      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTF_USDT':      Symbol                  Timestamp   Volume   Price  Price_Delta  \\\n",
       " 0  BTF_USDT 2021-05-15 15:36:59.449017  2.87543  2.3304       2.3304   \n",
       " 1  BTF_USDT 2021-05-15 15:37:13.762682  2.87543  2.3304       2.3304   \n",
       " 2  BTF_USDT 2021-05-15 15:37:27.148195  2.87543  2.3304       0.0000   \n",
       " 3  BTF_USDT 2021-05-15 15:37:40.406192  2.87543  2.3304       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CHZ_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  CHZ_USDT 2021-05-15 15:36:59.449017  16935824.219594  0.47617      0.47617   \n",
       " 1  CHZ_USDT 2021-05-15 15:37:13.762682  16935824.219594  0.47720      0.47720   \n",
       " 2  CHZ_USDT 2021-05-15 15:37:27.148195  16935824.219594  0.47720      0.00000   \n",
       " 3  CHZ_USDT 2021-05-15 15:37:40.406192  16935824.219594  0.47606     -0.00114   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.002395  ,\n",
       " 'RATING_USDT':         Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  RATING_USDT 2021-05-15 15:36:59.449017  77594559.665242  0.000555   \n",
       " 1  RATING_USDT 2021-05-15 15:37:13.762682  78025934.879791  0.000557   \n",
       " 2  RATING_USDT 2021-05-15 15:37:27.148195  78025934.879791  0.000558   \n",
       " 3  RATING_USDT 2021-05-15 15:37:40.406192  78025934.879791  0.000555   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000555             1.000000  \n",
       " 1     0.000557             1.000000  \n",
       " 2     0.000001             0.002152  \n",
       " 3    -0.000002            -0.004141  ,\n",
       " 'XRPBULL_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XRPBULL_USDT 2021-05-15 15:36:59.449017  10004.139861995  0.5305   \n",
       " 1  XRPBULL_USDT 2021-05-15 15:37:13.762682  10004.139861995  0.5305   \n",
       " 2  XRPBULL_USDT 2021-05-15 15:37:27.148195  10004.139861995  0.5562   \n",
       " 3  XRPBULL_USDT 2021-05-15 15:37:40.406192  10004.139861995  0.5562   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.5305             1.000000  \n",
       " 1       0.5305             1.000000  \n",
       " 2       0.0257             0.046206  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'PAX_USDT':      Symbol                  Timestamp           Volume Price Price_Delta  \\\n",
       " 0  PAX_USDT 2021-05-15 15:36:59.449017  18523.466999922     1           1   \n",
       " 1  PAX_USDT 2021-05-15 15:37:13.762682  18523.466999922     1           1   \n",
       " 2  PAX_USDT 2021-05-15 15:37:27.148195  18523.466999922     1           0   \n",
       " 3  PAX_USDT 2021-05-15 15:37:40.406192  18523.466999922     1           0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZPT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ZPT_USDT 2021-05-15 15:36:59.449017  45188905.909742  0.002075   \n",
       " 1  ZPT_USDT 2021-05-15 15:37:13.762682  45188905.909742  0.002075   \n",
       " 2  ZPT_USDT 2021-05-15 15:37:27.148195  45188905.909742  0.002076   \n",
       " 3  ZPT_USDT 2021-05-15 15:37:40.406192  45188905.909742  0.002076   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  2.074700e-03             1.000000  \n",
       " 1  2.074700e-03             1.000000  \n",
       " 2  1.100000e-06             0.000530  \n",
       " 3 -2.000000e-07            -0.000096  ,\n",
       " 'REVV_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  REVV_USDT 2021-05-15 15:36:59.449017  739016.89025337  0.2686       0.2686   \n",
       " 1  REVV_USDT 2021-05-15 15:37:13.762682  739111.15145337  0.2686       0.2686   \n",
       " 2  REVV_USDT 2021-05-15 15:37:27.148195  739111.15145337  0.2737       0.0051   \n",
       " 3  REVV_USDT 2021-05-15 15:37:40.406192  739111.15145337  0.2737       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.018634  \n",
       " 3             0.000000  ,\n",
       " 'SWINGBY_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  SWINGBY_USDT 2021-05-15 15:36:59.449017  228231.01136582  0.2609   \n",
       " 1  SWINGBY_USDT 2021-05-15 15:37:13.762682  228247.69027278  0.2613   \n",
       " 2  SWINGBY_USDT 2021-05-15 15:37:27.148195  228247.69027278  0.2613   \n",
       " 3  SWINGBY_USDT 2021-05-15 15:37:40.406192  228247.69027278  0.2610   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2609             1.000000  \n",
       " 1       0.2613             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0003            -0.001149  ,\n",
       " 'TSL_USDT':      Symbol                  Timestamp             Volume     Price  \\\n",
       " 0  TSL_USDT 2021-05-15 15:36:59.449017  5725086.770467275  0.000616   \n",
       " 1  TSL_USDT 2021-05-15 15:37:13.762682  5725086.770467275  0.000616   \n",
       " 2  TSL_USDT 2021-05-15 15:37:27.148195  5725086.770467275  0.000616   \n",
       " 3  TSL_USDT 2021-05-15 15:37:40.406192  5725086.770467275  0.000616   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000616                  1.0  \n",
       " 1     0.000616                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ROOBEE_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ROOBEE_USDT 2021-05-15 15:36:59.449017  21794571.596502  0.01304   \n",
       " 1  ROOBEE_USDT 2021-05-15 15:37:13.762682  21794775.944502  0.01304   \n",
       " 2  ROOBEE_USDT 2021-05-15 15:37:27.148195  21794775.944502  0.01304   \n",
       " 3  ROOBEE_USDT 2021-05-15 15:37:40.406192  21794775.944502  0.01304   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01304                  1.0  \n",
       " 1      0.01304                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'FLOW_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  FLOW_USDT 2021-05-15 15:36:59.449017  13230.70164456  25.344       25.344   \n",
       " 1  FLOW_USDT 2021-05-15 15:37:13.762682  13231.80804456  25.320       25.320   \n",
       " 2  FLOW_USDT 2021-05-15 15:37:27.148195  13231.80804456  25.320        0.000   \n",
       " 3  FLOW_USDT 2021-05-15 15:37:40.406192  13231.80804456  25.320        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BRY_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BRY_USDT 2021-05-15 15:36:59.449017  8657.3680834576  4.862        4.862   \n",
       " 1  BRY_USDT 2021-05-15 15:37:13.762682  8657.3680834576  4.862        4.862   \n",
       " 2  BRY_USDT 2021-05-15 15:37:27.148195  8657.3680834576  4.863        0.001   \n",
       " 3  BRY_USDT 2021-05-15 15:37:40.406192  8657.3680834576  4.863        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000206  \n",
       " 3             0.000000  ,\n",
       " 'BAL3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BAL3S_USDT 2021-05-15 15:36:59.449017  269794.49830884  0.07189   \n",
       " 1  BAL3S_USDT 2021-05-15 15:37:13.762682  269794.49830884  0.07189   \n",
       " 2  BAL3S_USDT 2021-05-15 15:37:27.148195  269814.45778339  0.07189   \n",
       " 3  BAL3S_USDT 2021-05-15 15:37:40.406192  269814.45778339  0.07189   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07189                  1.0  \n",
       " 1      0.07189                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'KTN_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  KTN_USDT 2021-05-15 15:36:59.449017  2271.2774828529  11.30        11.30   \n",
       " 1  KTN_USDT 2021-05-15 15:37:13.762682  2270.1373200557  11.30        11.30   \n",
       " 2  KTN_USDT 2021-05-15 15:37:27.148195  2270.1373200557  11.28        -0.02   \n",
       " 3  KTN_USDT 2021-05-15 15:37:40.406192  2270.1373200557  11.28         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001773  \n",
       " 3             0.000000  ,\n",
       " 'INJ_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  INJ_USDT 2021-05-15 15:36:59.449017  21192.123943684  17.703       17.703   \n",
       " 1  INJ_USDT 2021-05-15 15:37:13.762682  21194.781058738  17.744       17.744   \n",
       " 2  INJ_USDT 2021-05-15 15:37:27.148195  21194.781058738  17.744        0.000   \n",
       " 3  INJ_USDT 2021-05-15 15:37:40.406192  21194.781058738  17.744        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BEAM3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BEAM3L_USDT 2021-05-15 15:36:59.449017  10174.627501344  2.3050   \n",
       " 1  BEAM3L_USDT 2021-05-15 15:37:13.762682  10171.333052249  2.2754   \n",
       " 2  BEAM3L_USDT 2021-05-15 15:37:27.148195  10171.333052249  2.2754   \n",
       " 3  BEAM3L_USDT 2021-05-15 15:37:40.406192  10171.333052249  2.2754   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.3050                  1.0  \n",
       " 1       2.2754                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'GUM_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  GUM_USDT 2021-05-15 15:36:59.449017  38335.354949584  1.863        1.863   \n",
       " 1  GUM_USDT 2021-05-15 15:37:13.762682  38156.001064484  1.863        1.863   \n",
       " 2  GUM_USDT 2021-05-15 15:37:27.148195  38156.001064484  1.863        0.000   \n",
       " 3  GUM_USDT 2021-05-15 15:37:40.406192  38156.001064484  1.863        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TNC_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  TNC_USDT 2021-05-15 15:36:59.449017  39967198.135638  0.002392   \n",
       " 1  TNC_USDT 2021-05-15 15:37:13.762682  39969428.206474  0.002394   \n",
       " 2  TNC_USDT 2021-05-15 15:37:27.148195  39969428.206474  0.002394   \n",
       " 3  TNC_USDT 2021-05-15 15:37:40.406192  39969428.206474  0.002394   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002392                  1.0  \n",
       " 1     0.002394                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ORN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ORN_USDT 2021-05-15 15:36:59.449017  5826.9830403013  12.672       12.672   \n",
       " 1  ORN_USDT 2021-05-15 15:37:13.762682  5828.2874099314  12.672       12.672   \n",
       " 2  ORN_USDT 2021-05-15 15:37:27.148195  5828.2874099314  12.672        0.000   \n",
       " 3  ORN_USDT 2021-05-15 15:37:40.406192  5828.2874099314  12.672        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SOUL_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SOUL_USDT 2021-05-15 15:36:59.449017  35418.418984468  0.42527   \n",
       " 1  SOUL_USDT 2021-05-15 15:37:13.762682  35418.418984468  0.42527   \n",
       " 2  SOUL_USDT 2021-05-15 15:37:27.148195  35418.418984468  0.42527   \n",
       " 3  SOUL_USDT 2021-05-15 15:37:40.406192  35418.418984468  0.42527   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.42527                  1.0  \n",
       " 1      0.42527                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ZIL3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ZIL3S_USDT 2021-05-15 15:36:59.449017  136109.42972202  0.1725   \n",
       " 1  ZIL3S_USDT 2021-05-15 15:37:13.762682  136109.42972202  0.1727   \n",
       " 2  ZIL3S_USDT 2021-05-15 15:37:27.148195  136123.64195156  0.1727   \n",
       " 3  ZIL3S_USDT 2021-05-15 15:37:40.406192  136123.64195156  0.1727   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.1725                  1.0  \n",
       " 1       0.1727                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'MFT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  MFT_USDT 2021-05-15 15:36:59.449017  3762256.4063414  0.01479      0.01479   \n",
       " 1  MFT_USDT 2021-05-15 15:37:13.762682   3760826.159553  0.01479      0.01479   \n",
       " 2  MFT_USDT 2021-05-15 15:37:27.148195   3760826.159553  0.01484      0.00005   \n",
       " 3  MFT_USDT 2021-05-15 15:37:40.406192   3760826.159553  0.01484      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003369  \n",
       " 3             0.000000  ,\n",
       " 'GSE_USDT':      Symbol                  Timestamp                Volume     Price  \\\n",
       " 0  GSE_USDT 2021-05-15 15:36:59.449017  104205698.2667093438  0.000074   \n",
       " 1  GSE_USDT 2021-05-15 15:37:13.762682  104205698.2667093438  0.000074   \n",
       " 2  GSE_USDT 2021-05-15 15:37:27.148195  104205698.2667093438  0.000074   \n",
       " 3  GSE_USDT 2021-05-15 15:37:40.406192  104205698.2667093438  0.000074   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000074                  1.0  \n",
       " 1     0.000074                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'RNDR_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RNDR_USDT 2021-05-15 15:36:59.449017  674096.03181211  0.8499       0.8499   \n",
       " 1  RNDR_USDT 2021-05-15 15:37:13.762682  674154.12040411  0.8499       0.8499   \n",
       " 2  RNDR_USDT 2021-05-15 15:37:27.148195  674154.12040411  0.8499       0.0000   \n",
       " 3  RNDR_USDT 2021-05-15 15:37:40.406192  674154.12040411  0.8499       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MITH_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  MITH_USDT 2021-05-15 15:36:59.449017  1836504.1810708  0.08547   \n",
       " 1  MITH_USDT 2021-05-15 15:37:13.762682  1835697.4042708  0.08547   \n",
       " 2  MITH_USDT 2021-05-15 15:37:27.148195  1835697.4042708  0.08547   \n",
       " 3  MITH_USDT 2021-05-15 15:37:40.406192  1835697.4042708  0.08547   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.08547                  1.0  \n",
       " 1      0.08547                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'VELO_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  VELO_USDT 2021-05-15 15:36:59.449017   61790.53092624  0.588        0.588   \n",
       " 1  VELO_USDT 2021-05-15 15:37:13.762682  61796.011795886  0.588        0.588   \n",
       " 2  VELO_USDT 2021-05-15 15:37:27.148195  61796.011795886  0.588        0.000   \n",
       " 3  VELO_USDT 2021-05-15 15:37:40.406192  61796.011795886  0.588        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'NSBT_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  NSBT_USDT 2021-05-15 15:36:59.449017   864.4097001988  46.01        46.01   \n",
       " 1  NSBT_USDT 2021-05-15 15:37:13.762682  864.19961716953  45.83        45.83   \n",
       " 2  NSBT_USDT 2021-05-15 15:37:27.148195  864.19961716953  45.83         0.00   \n",
       " 3  NSBT_USDT 2021-05-15 15:37:40.406192  864.19961716953  45.83         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CFX3S_USDT':        Symbol                  Timestamp    Volume    Price  Price_Delta  \\\n",
       " 0  CFX3S_USDT 2021-05-15 15:36:59.449017  85.26508  0.27315      0.27315   \n",
       " 1  CFX3S_USDT 2021-05-15 15:37:13.762682  85.26508  0.27315      0.27315   \n",
       " 2  CFX3S_USDT 2021-05-15 15:37:27.148195  85.26508  0.27315      0.00000   \n",
       " 3  CFX3S_USDT 2021-05-15 15:37:40.406192  85.26508  0.27315      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'EGLD_USDT':       Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  EGLD_USDT 2021-05-15 15:36:59.449017  1472.21232915  165.85       165.85   \n",
       " 1  EGLD_USDT 2021-05-15 15:37:13.762682  1472.21232915  165.85       165.85   \n",
       " 2  EGLD_USDT 2021-05-15 15:37:27.148195  1472.13312915  165.85         0.00   \n",
       " 3  EGLD_USDT 2021-05-15 15:37:40.406192  1472.13312915  165.85         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DEK_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DEK_USDT 2021-05-15 15:36:59.449017  3258026.4478825  0.446        0.446   \n",
       " 1  DEK_USDT 2021-05-15 15:37:13.762682   3257975.371163  0.446        0.446   \n",
       " 2  DEK_USDT 2021-05-15 15:37:27.148195   3257975.371163  0.447        0.001   \n",
       " 3  DEK_USDT 2021-05-15 15:37:40.406192   3257975.371163  0.447        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002237  \n",
       " 3             0.000000  ,\n",
       " 'ATOM3S_USDT':         Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ATOM3S_USDT 2021-05-15 15:36:59.449017  254565.76599885  0.118056   \n",
       " 1  ATOM3S_USDT 2021-05-15 15:37:13.762682  254565.76599885  0.118056   \n",
       " 2  ATOM3S_USDT 2021-05-15 15:37:27.148195  254626.13905279  0.117900   \n",
       " 3  ATOM3S_USDT 2021-05-15 15:37:40.406192  254626.13905279  0.117900   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.118056             1.000000  \n",
       " 1     0.118056             1.000000  \n",
       " 2    -0.000156            -0.001323  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'WIKEN_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  WIKEN_USDT 2021-05-15 15:36:59.449017  2144701.8182927  0.02484   \n",
       " 1  WIKEN_USDT 2021-05-15 15:37:13.762682  2145990.5069503  0.02475   \n",
       " 2  WIKEN_USDT 2021-05-15 15:37:27.148195  2145990.5069503  0.02475   \n",
       " 3  WIKEN_USDT 2021-05-15 15:37:40.406192  2145990.5069503  0.02475   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02484                  1.0  \n",
       " 1      0.02475                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ZRX_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  ZRX_USDT 2021-05-15 15:36:59.449017  78570.50305485  1.6107       1.6107   \n",
       " 1  ZRX_USDT 2021-05-15 15:37:13.762682  78570.50305485  1.6118       1.6118   \n",
       " 2  ZRX_USDT 2021-05-15 15:37:27.148195  78570.50305485  1.6118       0.0000   \n",
       " 3  ZRX_USDT 2021-05-15 15:37:40.406192  78556.68985485  1.6118       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'UOS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  UOS_USDT 2021-05-15 15:36:59.449017  127382.82431466  0.4418       0.4418   \n",
       " 1  UOS_USDT 2021-05-15 15:37:13.762682  127385.91836696  0.4418       0.4418   \n",
       " 2  UOS_USDT 2021-05-15 15:37:27.148195  127385.91836696  0.4418       0.0000   \n",
       " 3  UOS_USDT 2021-05-15 15:37:40.406192  127385.91836696  0.4418       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RSV_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  RSV_USDT 2021-05-15 15:36:59.449017  24136.483413275  0.998        0.998   \n",
       " 1  RSV_USDT 2021-05-15 15:37:13.762682  24122.239162524  0.998        0.998   \n",
       " 2  RSV_USDT 2021-05-15 15:37:27.148195  24122.239162524  0.998        0.000   \n",
       " 3  RSV_USDT 2021-05-15 15:37:40.406192  24122.239162524  0.998        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HT3L_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  HT3L_USDT 2021-05-15 15:36:59.449017  2498.5464645675  10.3947   \n",
       " 1  HT3L_USDT 2021-05-15 15:37:13.762682  2498.4676856594  10.3947   \n",
       " 2  HT3L_USDT 2021-05-15 15:37:27.148195  2498.4676856594  10.3947   \n",
       " 3  HT3L_USDT 2021-05-15 15:37:40.406192  2498.4676856594  10.3947   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      10.3947                  1.0  \n",
       " 1      10.3947                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'NANO_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  NANO_USDT 2021-05-15 15:36:59.449017  114292.98447075  11.0700   \n",
       " 1  NANO_USDT 2021-05-15 15:37:13.762682  114292.98447075  11.1036   \n",
       " 2  NANO_USDT 2021-05-15 15:37:27.148195  114223.79727075  11.1036   \n",
       " 3  NANO_USDT 2021-05-15 15:37:40.406192  114223.79727075  11.1036   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      11.0700                  1.0  \n",
       " 1      11.1036                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'CREAM_USDT':        Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  CREAM_USDT 2021-05-15 15:36:59.449017  1966.024624698  147.46       147.46   \n",
       " 1  CREAM_USDT 2021-05-15 15:37:13.762682  1966.024984698  147.46       147.46   \n",
       " 2  CREAM_USDT 2021-05-15 15:37:27.148195  1966.024984698  147.46         0.00   \n",
       " 3  CREAM_USDT 2021-05-15 15:37:40.406192  1966.024984698  147.46         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PSG_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  PSG_USDT 2021-05-15 15:36:59.449017  23363.060588592  33.51        33.51   \n",
       " 1  PSG_USDT 2021-05-15 15:37:13.762682  23363.060588592  33.51        33.51   \n",
       " 2  PSG_USDT 2021-05-15 15:37:27.148195  23342.235788592  33.51         0.00   \n",
       " 3  PSG_USDT 2021-05-15 15:37:40.406192  23342.235788592  33.51         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PIG_USDT':      Symbol                  Timestamp          Volume         Price  \\\n",
       " 0  PIG_USDT 2021-05-15 15:36:59.449017  32792592739052  9.544000e-07   \n",
       " 1  PIG_USDT 2021-05-15 15:37:13.762682  32792592739052  9.544000e-07   \n",
       " 2  PIG_USDT 2021-05-15 15:37:27.148195  32792592739052  9.543000e-07   \n",
       " 3  PIG_USDT 2021-05-15 15:37:40.406192  32774569307292  9.543000e-07   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  9.544000e-07             1.000000  \n",
       " 1  9.544000e-07             1.000000  \n",
       " 2 -1.000000e-10            -0.000105  \n",
       " 3  0.000000e+00             0.000000  ,\n",
       " 'RING_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  RING_USDT 2021-05-15 15:36:59.449017  2245541.0823574  0.13037   \n",
       " 1  RING_USDT 2021-05-15 15:37:13.762682  2245817.6979574  0.13037   \n",
       " 2  RING_USDT 2021-05-15 15:37:27.148195  2245817.6979574  0.13037   \n",
       " 3  RING_USDT 2021-05-15 15:37:40.406192  2245817.6979574  0.13037   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.13037                  1.0  \n",
       " 1      0.13037                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ATOM3L_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ATOM3L_USDT 2021-05-15 15:36:59.449017  61015.835263629  1.7722   \n",
       " 1  ATOM3L_USDT 2021-05-15 15:37:13.762682  61015.835263629  1.7722   \n",
       " 2  ATOM3L_USDT 2021-05-15 15:37:27.148195  61015.493795932  1.7722   \n",
       " 3  ATOM3L_USDT 2021-05-15 15:37:40.406192  61015.493795932  1.7722   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.7722                  1.0  \n",
       " 1       1.7722                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'ETHA_USDT':       Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  ETHA_USDT 2021-05-15 15:36:59.449017  291680.692218  0.8007       0.8007   \n",
       " 1  ETHA_USDT 2021-05-15 15:37:13.762682  291759.190218  0.7899       0.7899   \n",
       " 2  ETHA_USDT 2021-05-15 15:37:27.148195  291759.190218  0.7899       0.0000   \n",
       " 3  ETHA_USDT 2021-05-15 15:37:40.406192  291759.190218  0.7899       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'L3P_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  L3P_USDT 2021-05-15 15:36:59.449017  1435851.6497961  0.02739      0.02739   \n",
       " 1  L3P_USDT 2021-05-15 15:37:13.762682  1435851.6497961  0.02739      0.02739   \n",
       " 2  L3P_USDT 2021-05-15 15:37:27.148195  1435851.6497961  0.02738     -0.00001   \n",
       " 3  L3P_USDT 2021-05-15 15:37:40.406192  1435851.6497961  0.02738      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000365  \n",
       " 3             0.000000  ,\n",
       " 'BTM3S_USDT':        Symbol                  Timestamp      Volume  Price  Price_Delta  \\\n",
       " 0  BTM3S_USDT 2021-05-15 15:36:59.449017  507.239364  0.353        0.353   \n",
       " 1  BTM3S_USDT 2021-05-15 15:37:13.762682  507.239364  0.353        0.353   \n",
       " 2  BTM3S_USDT 2021-05-15 15:37:27.148195  507.239364  0.353        0.000   \n",
       " 3  BTM3S_USDT 2021-05-15 15:37:40.406192  507.239364  0.353        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CRV3S_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  CRV3S_USDT 2021-05-15 15:36:59.449017  7735842.1683787  0.002404   \n",
       " 1  CRV3S_USDT 2021-05-15 15:37:13.762682  7735842.1683787  0.002404   \n",
       " 2  CRV3S_USDT 2021-05-15 15:37:27.148195  7735842.1683787  0.002404   \n",
       " 3  CRV3S_USDT 2021-05-15 15:37:40.406192  7735842.1683787  0.002401   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002404             1.000000  \n",
       " 1     0.002404             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000003            -0.001249  ,\n",
       " 'CREDIT_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  CREDIT_USDT 2021-05-15 15:36:59.449017  394788.58132578  0.08475   \n",
       " 1  CREDIT_USDT 2021-05-15 15:37:13.762682  394807.32403576  0.08475   \n",
       " 2  CREDIT_USDT 2021-05-15 15:37:27.148195  394807.32403576  0.08490   \n",
       " 3  CREDIT_USDT 2021-05-15 15:37:40.406192  394807.32403576  0.08490   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.08475             1.000000  \n",
       " 1      0.08475             1.000000  \n",
       " 2      0.00015             0.001767  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'DUCK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DUCK_USDT 2021-05-15 15:36:59.449017  93991.652824008  0.5298       0.5298   \n",
       " 1  DUCK_USDT 2021-05-15 15:37:13.762682  93978.234503851  0.5298       0.5298   \n",
       " 2  DUCK_USDT 2021-05-15 15:37:27.148195  93978.234503851  0.5298       0.0000   \n",
       " 3  DUCK_USDT 2021-05-15 15:37:40.406192  93978.234503851  0.5298       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ONE_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  ONE_USDT 2021-05-15 15:36:59.449017  4098496.2910535  0.14375      0.14375   \n",
       " 1  ONE_USDT 2021-05-15 15:37:13.762682  4098496.2910535  0.14375      0.14375   \n",
       " 2  ONE_USDT 2021-05-15 15:37:27.148195  4098496.2910535  0.14403      0.00028   \n",
       " 3  ONE_USDT 2021-05-15 15:37:40.406192  4104068.3651905  0.14496      0.00093   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001944  \n",
       " 3             0.006416  ,\n",
       " 'XLM3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XLM3S_USDT 2021-05-15 15:36:59.449017  272786.17350034  0.0486   \n",
       " 1  XLM3S_USDT 2021-05-15 15:37:13.762682  271873.28572279  0.0486   \n",
       " 2  XLM3S_USDT 2021-05-15 15:37:27.148195  271873.28572279  0.0486   \n",
       " 3  XLM3S_USDT 2021-05-15 15:37:40.406192  271873.28572279  0.0486   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.0486                  1.0  \n",
       " 1       0.0486                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'COS_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  COS_USDT 2021-05-15 15:36:59.449017  1641693.8579737  0.026036   \n",
       " 1  COS_USDT 2021-05-15 15:37:13.762682  1642188.6607195  0.026036   \n",
       " 2  COS_USDT 2021-05-15 15:37:27.148195  1642188.6607195  0.026042   \n",
       " 3  COS_USDT 2021-05-15 15:37:40.406192  1642188.6607195  0.025981   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.026036             1.000000  \n",
       " 1     0.026036             1.000000  \n",
       " 2     0.000006             0.000230  \n",
       " 3    -0.000061            -0.002348  ,\n",
       " 'STND_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  STND_USDT 2021-05-15 15:36:59.449017  469195.80273219  2.5835       2.5835   \n",
       " 1  STND_USDT 2021-05-15 15:37:13.762682  469197.66609219  2.5802       2.5802   \n",
       " 2  STND_USDT 2021-05-15 15:37:27.148195  469197.66609219  2.5802       0.0000   \n",
       " 3  STND_USDT 2021-05-15 15:37:40.406192  469197.66609219  2.5748      -0.0054   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.002097  ,\n",
       " 'FEI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FEI_USDT 2021-05-15 15:36:59.449017  34499.435394128  0.961        0.961   \n",
       " 1  FEI_USDT 2021-05-15 15:37:13.762682  34496.594822986  0.961        0.961   \n",
       " 2  FEI_USDT 2021-05-15 15:37:27.148195  34496.594822986  0.961        0.000   \n",
       " 3  FEI_USDT 2021-05-15 15:37:40.406192  34496.594822986  0.961        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KONO_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  KONO_USDT 2021-05-15 15:36:59.449017  149723.31460847  2.086        2.086   \n",
       " 1  KONO_USDT 2021-05-15 15:37:13.762682  149921.62900847  2.086        2.086   \n",
       " 2  KONO_USDT 2021-05-15 15:37:27.148195  149921.62900847  2.086        0.000   \n",
       " 3  KONO_USDT 2021-05-15 15:37:40.406192  149921.62900847  2.086        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WOZX_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  WOZX_USDT 2021-05-15 15:36:59.449017  68019.919648027   1.18         1.18   \n",
       " 1  WOZX_USDT 2021-05-15 15:37:13.762682  68034.300481421   1.18         1.18   \n",
       " 2  WOZX_USDT 2021-05-15 15:37:27.148195  68034.300481421   1.18         0.00   \n",
       " 3  WOZX_USDT 2021-05-15 15:37:40.406192  68034.300481421   1.18         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'POWR_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  POWR_USDT 2021-05-15 15:36:59.449017  106405.47862159  0.4070       0.4070   \n",
       " 1  POWR_USDT 2021-05-15 15:37:13.762682   106361.3341567  0.4070       0.4070   \n",
       " 2  POWR_USDT 2021-05-15 15:37:27.148195   106361.3341567  0.4067      -0.0003   \n",
       " 3  POWR_USDT 2021-05-15 15:37:40.406192   106361.3341567  0.4067       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000738  \n",
       " 3             0.000000  ,\n",
       " 'FST_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FST_USDT 2021-05-15 15:36:59.449017  3298.3040542598  9.066        9.066   \n",
       " 1  FST_USDT 2021-05-15 15:37:13.762682  3297.2872721734  9.050        9.050   \n",
       " 2  FST_USDT 2021-05-15 15:37:27.148195  3297.2872721734  9.050        0.000   \n",
       " 3  FST_USDT 2021-05-15 15:37:40.406192  3297.2872721734  9.050        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'COCOS_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  COCOS_USDT 2021-05-15 15:36:59.449017  58626.834828271  0.9064   \n",
       " 1  COCOS_USDT 2021-05-15 15:37:13.762682  58671.828505912  0.9060   \n",
       " 2  COCOS_USDT 2021-05-15 15:37:27.148195  58671.828505912  0.9060   \n",
       " 3  COCOS_USDT 2021-05-15 15:37:40.406192  58671.828505912  0.9060   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.9064                  1.0  \n",
       " 1       0.9060                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'RUNE_USDT':       Symbol                  Timestamp         Volume   Price  Price_Delta  \\\n",
       " 0  RUNE_USDT 2021-05-15 15:36:59.449017  14390.7113661  18.815       18.815   \n",
       " 1  RUNE_USDT 2021-05-15 15:37:13.762682  14390.7113661  18.815       18.815   \n",
       " 2  RUNE_USDT 2021-05-15 15:37:27.148195  14385.0401661  18.815        0.000   \n",
       " 3  RUNE_USDT 2021-05-15 15:37:40.406192  14385.0401661  18.815        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'VET_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  VET_USDT 2021-05-15 15:36:59.449017   9836439.409504  0.17680      0.17680   \n",
       " 1  VET_USDT 2021-05-15 15:37:13.762682  9836595.6530015  0.17704      0.17704   \n",
       " 2  VET_USDT 2021-05-15 15:37:27.148195  9836595.6530015  0.17704      0.00000   \n",
       " 3  VET_USDT 2021-05-15 15:37:40.406192  9836595.6530015  0.17704      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RAI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  RAI_USDT 2021-05-15 15:36:59.449017  8517.9889675216  2.948        2.948   \n",
       " 1  RAI_USDT 2021-05-15 15:37:13.762682  8517.9889675216  2.948        2.948   \n",
       " 2  RAI_USDT 2021-05-15 15:37:27.148195  8517.9889675216  2.948        0.000   \n",
       " 3  RAI_USDT 2021-05-15 15:37:40.406192  8517.9889675216  2.947       -0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000339  ,\n",
       " 'METIS_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  METIS_USDT 2021-05-15 15:36:59.449017  81312.228776712  8.317        8.317   \n",
       " 1  METIS_USDT 2021-05-15 15:37:13.762682  81125.153734908  8.317        8.317   \n",
       " 2  METIS_USDT 2021-05-15 15:37:27.148195  81125.153734908  8.317        0.000   \n",
       " 3  METIS_USDT 2021-05-15 15:37:40.406192  81125.153734908  8.317        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DASH_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DASH_USDT 2021-05-15 15:36:59.449017  18277.195986438  353.49       353.49   \n",
       " 1  DASH_USDT 2021-05-15 15:37:13.762682  18277.195986438  353.48       353.48   \n",
       " 2  DASH_USDT 2021-05-15 15:37:27.148195     18248.710956  353.48         0.00   \n",
       " 3  DASH_USDT 2021-05-15 15:37:40.406192     18248.710956  353.48         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FOR_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  FOR_USDT 2021-05-15 15:36:59.449017  406160.54545562  0.08559      0.08559   \n",
       " 1  FOR_USDT 2021-05-15 15:37:13.762682    406187.251961  0.08559      0.08559   \n",
       " 2  FOR_USDT 2021-05-15 15:37:27.148195    406187.251961  0.08559      0.00000   \n",
       " 3  FOR_USDT 2021-05-15 15:37:40.406192    406187.251961  0.08550     -0.00009   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001053  ,\n",
       " 'DYP_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DYP_USDT 2021-05-15 15:36:59.449017  23012.250801884  1.268        1.268   \n",
       " 1  DYP_USDT 2021-05-15 15:37:13.762682  23028.498781719  1.269        1.269   \n",
       " 2  DYP_USDT 2021-05-15 15:37:27.148195  23028.498781719  1.269        0.000   \n",
       " 3  DYP_USDT 2021-05-15 15:37:40.406192  23028.498781719  1.269        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LINK3S_USDT':         Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LINK3S_USDT 2021-05-15 15:36:59.449017   1355248.399971  0.036684   \n",
       " 1  LINK3S_USDT 2021-05-15 15:37:13.762682   1355248.399971  0.036820   \n",
       " 2  LINK3S_USDT 2021-05-15 15:37:27.148195  1355569.0200877  0.036820   \n",
       " 3  LINK3S_USDT 2021-05-15 15:37:40.406192  1355569.0200877  0.036820   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.036684                  1.0  \n",
       " 1     0.036820                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'RCN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  RCN_USDT 2021-05-15 15:36:59.449017  331380.52393532  0.13278      0.13278   \n",
       " 1  RCN_USDT 2021-05-15 15:37:13.762682  331218.62184973  0.13278      0.13278   \n",
       " 2  RCN_USDT 2021-05-15 15:37:27.148195  331218.62184973  0.13278      0.00000   \n",
       " 3  RCN_USDT 2021-05-15 15:37:40.406192  331218.62184973  0.13278      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LAYER_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  LAYER_USDT 2021-05-15 15:36:59.449017  58351.283297729  1.7463   \n",
       " 1  LAYER_USDT 2021-05-15 15:37:13.762682  58356.331335935  1.7491   \n",
       " 2  LAYER_USDT 2021-05-15 15:37:27.148195  58356.331335935  1.7491   \n",
       " 3  LAYER_USDT 2021-05-15 15:37:40.406192  58356.331335935  1.7491   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.7463                  1.0  \n",
       " 1       1.7491                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'GS_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GS_USDT 2021-05-15 15:36:59.449017  57448.536844953  1.1757       1.1757   \n",
       " 1  GS_USDT 2021-05-15 15:37:13.762682  57453.124943541  1.1757       1.1757   \n",
       " 2  GS_USDT 2021-05-15 15:37:27.148195  57453.124943541  1.1757       0.0000   \n",
       " 3  GS_USDT 2021-05-15 15:37:40.406192  57453.124943541  1.1778       0.0021   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001783  ,\n",
       " 'CORE_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  CORE_USDT 2021-05-15 15:36:59.449017  5.9351289944941  5935.46   \n",
       " 1  CORE_USDT 2021-05-15 15:37:13.762682  5.9351289944941  5935.46   \n",
       " 2  CORE_USDT 2021-05-15 15:37:27.148195  5.9393101038719  5946.15   \n",
       " 3  CORE_USDT 2021-05-15 15:37:40.406192  5.9393101038719  5946.15   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      5935.46             1.000000  \n",
       " 1      5935.46             1.000000  \n",
       " 2        10.69             0.001798  \n",
       " 3         0.00             0.000000  ,\n",
       " 'MKR_USDT':      Symbol                  Timestamp        Volume    Price Price_Delta  \\\n",
       " 0  MKR_USDT 2021-05-15 15:36:59.449017  42.973831806     4869        4869   \n",
       " 1  MKR_USDT 2021-05-15 15:37:13.762682  42.973831806     4869        4869   \n",
       " 2  MKR_USDT 2021-05-15 15:37:27.148195  42.973831806  4866.41       -2.59   \n",
       " 3  MKR_USDT 2021-05-15 15:37:40.406192  42.973831806  4866.41         0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000532  \n",
       " 3             0.000000  ,\n",
       " 'FUN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  FUN_USDT 2021-05-15 15:36:59.449017  4432113.6532646  0.03353      0.03353   \n",
       " 1  FUN_USDT 2021-05-15 15:37:13.762682  4432215.7612646  0.03353      0.03353   \n",
       " 2  FUN_USDT 2021-05-15 15:37:27.148195  4432215.7612646  0.03353      0.00000   \n",
       " 3  FUN_USDT 2021-05-15 15:37:40.406192  4432215.7612646  0.03353      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BCHA3S_USDT':         Symbol                  Timestamp         Volume     Price  \\\n",
       " 0  BCHA3S_USDT 2021-05-15 15:36:59.449017  895185.157576  0.005035   \n",
       " 1  BCHA3S_USDT 2021-05-15 15:37:13.762682  894736.881576  0.005035   \n",
       " 2  BCHA3S_USDT 2021-05-15 15:37:27.148195  894736.881576  0.004947   \n",
       " 3  BCHA3S_USDT 2021-05-15 15:37:40.406192  894736.881576  0.004947   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.005035             1.000000  \n",
       " 1     0.005035             1.000000  \n",
       " 2    -0.000088            -0.017789  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'LKR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LKR_USDT 2021-05-15 15:36:59.449017  34160.164452003  0.4475       0.4475   \n",
       " 1  LKR_USDT 2021-05-15 15:37:13.762682  34162.850412481  0.4475       0.4475   \n",
       " 2  LKR_USDT 2021-05-15 15:37:27.148195  34162.850412481  0.4452      -0.0023   \n",
       " 3  LKR_USDT 2021-05-15 15:37:40.406192  34162.850412481  0.4452       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.005166  \n",
       " 3             0.000000  ,\n",
       " 'ORBS_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ORBS_USDT 2021-05-15 15:36:59.449017  582787.66881345  0.114        0.114   \n",
       " 1  ORBS_USDT 2021-05-15 15:37:13.762682  583000.14925874  0.114        0.114   \n",
       " 2  ORBS_USDT 2021-05-15 15:37:27.148195  583000.14925874  0.114        0.000   \n",
       " 3  ORBS_USDT 2021-05-15 15:37:40.406192  583000.14925874  0.114        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'THETA_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  THETA_USDT 2021-05-15 15:36:59.449017  156946.03511812  9.8071   \n",
       " 1  THETA_USDT 2021-05-15 15:37:13.762682  156827.96231812  9.8071   \n",
       " 2  THETA_USDT 2021-05-15 15:37:27.148195  156827.96231812  9.8071   \n",
       " 3  THETA_USDT 2021-05-15 15:37:40.406192  156827.96231812  9.8071   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       9.8071                  1.0  \n",
       " 1       9.8071                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'SLNV2_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SLNV2_USDT 2021-05-15 15:36:59.449017  2230715.6857221  0.00994   \n",
       " 1  SLNV2_USDT 2021-05-15 15:37:13.762682  2210269.5728482  0.00994   \n",
       " 2  SLNV2_USDT 2021-05-15 15:37:27.148195  2210269.5728482  0.00994   \n",
       " 3  SLNV2_USDT 2021-05-15 15:37:40.406192  2210269.5728482  0.00994   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00994                  1.0  \n",
       " 1      0.00994                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'ZEN3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ZEN3L_USDT 2021-05-15 15:36:59.449017  6651.1643443244  3.4137   \n",
       " 1  ZEN3L_USDT 2021-05-15 15:37:13.762682  6651.1643443244  3.4137   \n",
       " 2  ZEN3L_USDT 2021-05-15 15:37:27.148195  6651.4367418488  3.4137   \n",
       " 3  ZEN3L_USDT 2021-05-15 15:37:40.406192  6651.4367418488  3.4137   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       3.4137                  1.0  \n",
       " 1       3.4137                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'KLV_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  KLV_USDT 2021-05-15 15:36:59.449017   720255.1700319  0.09154      0.09154   \n",
       " 1  KLV_USDT 2021-05-15 15:37:13.762682  720582.56960723  0.09262      0.09262   \n",
       " 2  KLV_USDT 2021-05-15 15:37:27.148195  720582.56960723  0.09262      0.00000   \n",
       " 3  KLV_USDT 2021-05-15 15:37:40.406192  720582.56960723  0.09262      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'VIDY_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  VIDY_USDT 2021-05-15 15:36:59.449017  49281092.764349  0.0036       0.0036   \n",
       " 1  VIDY_USDT 2021-05-15 15:37:13.762682  49391221.846349  0.0036       0.0036   \n",
       " 2  VIDY_USDT 2021-05-15 15:37:27.148195  49391221.846349  0.0036       0.0000   \n",
       " 3  VIDY_USDT 2021-05-15 15:37:40.406192  49391221.846349  0.0036       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'EOS5L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  EOS5L_USDT 2021-05-15 15:36:59.449017  61198212.850182  0.02801   \n",
       " 1  EOS5L_USDT 2021-05-15 15:37:13.762682  61042213.045582  0.02801   \n",
       " 2  EOS5L_USDT 2021-05-15 15:37:27.148195  61042213.045582  0.02801   \n",
       " 3  EOS5L_USDT 2021-05-15 15:37:40.406192  61042213.045582  0.02801   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02801                  1.0  \n",
       " 1      0.02801                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'BAL_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BAL_USDT 2021-05-15 15:36:59.449017  657.40783671436  59.85        59.85   \n",
       " 1  BAL_USDT 2021-05-15 15:37:13.762682  657.52963877118  59.85        59.85   \n",
       " 2  BAL_USDT 2021-05-15 15:37:27.148195  657.52963877118  59.85         0.00   \n",
       " 3  BAL_USDT 2021-05-15 15:37:40.406192  657.52963877118  59.85         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FIN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIN_USDT 2021-05-15 15:36:59.449017  130374.59878087  0.3123       0.3123   \n",
       " 1  FIN_USDT 2021-05-15 15:37:13.762682  130567.50304317  0.3123       0.3123   \n",
       " 2  FIN_USDT 2021-05-15 15:37:27.148195  130567.50304317  0.3123       0.0000   \n",
       " 3  FIN_USDT 2021-05-15 15:37:40.406192  130567.50304317  0.3123       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'QI_USDT':     Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  QI_USDT 2021-05-15 15:36:59.449017  180705.91479081  0.3417       0.3417   \n",
       " 1  QI_USDT 2021-05-15 15:37:13.762682  180721.18286584  0.3417       0.3417   \n",
       " 2  QI_USDT 2021-05-15 15:37:27.148195  180721.18286584  0.3416      -0.0001   \n",
       " 3  QI_USDT 2021-05-15 15:37:40.406192  180721.18286584  0.3416       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000293  \n",
       " 3             0.000000  ,\n",
       " 'BONDLY_USDT':         Symbol                  Timestamp          Volume   Price  \\\n",
       " 0  BONDLY_USDT 2021-05-15 15:36:59.449017  1597456.646043  0.3144   \n",
       " 1  BONDLY_USDT 2021-05-15 15:37:13.762682  1593465.832443  0.3121   \n",
       " 2  BONDLY_USDT 2021-05-15 15:37:27.148195  1593465.832443  0.3138   \n",
       " 3  BONDLY_USDT 2021-05-15 15:37:40.406192  1593465.832443  0.3138   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.3144             1.000000  \n",
       " 1       0.3121             1.000000  \n",
       " 2       0.0017             0.005417  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'STN_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  STN_USDT 2021-05-15 15:36:59.449017  11880.908881423   1.91         1.91   \n",
       " 1  STN_USDT 2021-05-15 15:37:13.762682  11886.190264611   1.91         1.91   \n",
       " 2  STN_USDT 2021-05-15 15:37:27.148195  11886.190264611   1.91         0.00   \n",
       " 3  STN_USDT 2021-05-15 15:37:40.406192  11886.190264611   1.91         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SHR_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  SHR_USDT 2021-05-15 15:36:59.449017  798697.50808002  0.04833      0.04833   \n",
       " 1  SHR_USDT 2021-05-15 15:37:13.762682  798697.50808002  0.04833      0.04833   \n",
       " 2  SHR_USDT 2021-05-15 15:37:27.148195  798697.50808002  0.04833      0.00000   \n",
       " 3  SHR_USDT 2021-05-15 15:37:40.406192  798697.50808002  0.04833      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SUP_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SUP_USDT 2021-05-15 15:36:59.449017  564.41868600234  104.76       104.76   \n",
       " 1  SUP_USDT 2021-05-15 15:37:13.762682  564.41868600234  104.76       104.76   \n",
       " 2  SUP_USDT 2021-05-15 15:37:27.148195  564.41868600234  104.76         0.00   \n",
       " 3  SUP_USDT 2021-05-15 15:37:40.406192  563.45804578444  104.76         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALICE_USDT':        Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  ALICE_USDT 2021-05-15 15:36:59.449017  18286.74100578  10.48        10.48   \n",
       " 1  ALICE_USDT 2021-05-15 15:37:13.762682  18286.74100578  10.48        10.48   \n",
       " 2  ALICE_USDT 2021-05-15 15:37:27.148195  18286.74100578  10.48         0.00   \n",
       " 3  ALICE_USDT 2021-05-15 15:37:40.406192  18286.74100578  10.48         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LION_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  LION_USDT 2021-05-15 15:36:59.449017  382716541.32202  0.006332   \n",
       " 1  LION_USDT 2021-05-15 15:37:13.762682  382716541.32202  0.006335   \n",
       " 2  LION_USDT 2021-05-15 15:37:27.148195   383053282.9953  0.006335   \n",
       " 3  LION_USDT 2021-05-15 15:37:40.406192   383053282.9953  0.006335   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.006332                  1.0  \n",
       " 1     0.006335                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'FROG_USDT':       Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  FROG_USDT 2021-05-15 15:36:59.449017  2117.459319624  57.029       57.029   \n",
       " 1  FROG_USDT 2021-05-15 15:37:13.762682  2117.616519624  57.029       57.029   \n",
       " 2  FROG_USDT 2021-05-15 15:37:27.148195  2117.616519624  57.029        0.000   \n",
       " 3  FROG_USDT 2021-05-15 15:37:40.406192  2117.616519624  57.029        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'REM_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  REM_USDT 2021-05-15 15:36:59.449017  19127373.076057  0.003665   \n",
       " 1  REM_USDT 2021-05-15 15:37:13.762682  19127373.076057  0.003665   \n",
       " 2  REM_USDT 2021-05-15 15:37:27.148195  19137456.456331  0.003666   \n",
       " 3  REM_USDT 2021-05-15 15:37:40.406192  19137456.456331  0.003665   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.003665             1.000000  \n",
       " 1     0.003665             1.000000  \n",
       " 2     0.000001             0.000273  \n",
       " 3    -0.000001            -0.000273  ,\n",
       " 'COFI_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  COFI_USDT 2021-05-15 15:36:59.449017  9798775.9496584  0.011288   \n",
       " 1  COFI_USDT 2021-05-15 15:37:13.762682  9801542.0152499  0.011288   \n",
       " 2  COFI_USDT 2021-05-15 15:37:27.148195  9801542.0152499  0.011288   \n",
       " 3  COFI_USDT 2021-05-15 15:37:40.406192  9801542.0152499  0.011288   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.011288                  1.0  \n",
       " 1     0.011288                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'XTZ3L_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  XTZ3L_USDT 2021-05-15 15:36:59.449017  6287916.9438309  0.007895   \n",
       " 1  XTZ3L_USDT 2021-05-15 15:37:13.762682  6287916.9438309  0.007895   \n",
       " 2  XTZ3L_USDT 2021-05-15 15:37:27.148195  6287916.9438309  0.007895   \n",
       " 3  XTZ3L_USDT 2021-05-15 15:37:40.406192  6286651.3475267  0.007895   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.007895                  1.0  \n",
       " 1     0.007895                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'DAFI_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DAFI_USDT 2021-05-15 15:36:59.449017  3481384.0407554  0.06099   \n",
       " 1  DAFI_USDT 2021-05-15 15:37:13.762682  3481446.7611554  0.06087   \n",
       " 2  DAFI_USDT 2021-05-15 15:37:27.148195  3481446.7611554  0.06087   \n",
       " 3  DAFI_USDT 2021-05-15 15:37:40.406192  3481446.7611554  0.06095   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.06099             1.000000  \n",
       " 1      0.06087             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00008             0.001313  ,\n",
       " 'WGRT_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  WGRT_USDT 2021-05-15 15:36:59.449017  326400327.54325  0.014579   \n",
       " 1  WGRT_USDT 2021-05-15 15:37:13.762682  326400327.54325  0.014579   \n",
       " 2  WGRT_USDT 2021-05-15 15:37:27.148195  326400327.54325  0.014600   \n",
       " 3  WGRT_USDT 2021-05-15 15:37:40.406192  326813580.80433  0.014560   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.014579             1.000000  \n",
       " 1     0.014579             1.000000  \n",
       " 2     0.000021             0.001438  \n",
       " 3    -0.000040            -0.002747  ,\n",
       " 'FLM_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  FLM_USDT 2021-05-15 15:36:59.449017  243656.5933075  0.8361       0.8361   \n",
       " 1  FLM_USDT 2021-05-15 15:37:13.762682  243656.5933075  0.8367       0.8367   \n",
       " 2  FLM_USDT 2021-05-15 15:37:27.148195  243691.0441075  0.8367       0.0000   \n",
       " 3  FLM_USDT 2021-05-15 15:37:40.406192  243691.0441075  0.8384       0.0017   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.002028  ,\n",
       " 'SC_USDT':     Symbol                  Timestamp           Volume     Price  Price_Delta  \\\n",
       " 0  SC_USDT 2021-05-15 15:36:59.449017  13397292.010209  0.030208     0.030208   \n",
       " 1  SC_USDT 2021-05-15 15:37:13.762682  13397292.010209  0.030208     0.030208   \n",
       " 2  SC_USDT 2021-05-15 15:37:27.148195  13397292.010209  0.030208     0.000000   \n",
       " 3  SC_USDT 2021-05-15 15:37:40.406192  13397437.457409  0.030208     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KSM3L_USDT':        Symbol                  Timestamp          Volume    Price  \\\n",
       " 0  KSM3L_USDT 2021-05-15 15:36:59.449017  2895.665824062  90.5890   \n",
       " 1  KSM3L_USDT 2021-05-15 15:37:13.762682  2895.665824062  91.1069   \n",
       " 2  KSM3L_USDT 2021-05-15 15:37:27.148195  2895.628624062  91.1069   \n",
       " 3  KSM3L_USDT 2021-05-15 15:37:40.406192  2895.628624062  91.1069   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      90.5890                  1.0  \n",
       " 1      91.1069                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'OPEN_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  OPEN_USDT 2021-05-15 15:36:59.449017  98864316.789939  0.016899   \n",
       " 1  OPEN_USDT 2021-05-15 15:37:13.762682  98864316.789939  0.016899   \n",
       " 2  OPEN_USDT 2021-05-15 15:37:27.148195  98864316.789939  0.017095   \n",
       " 3  OPEN_USDT 2021-05-15 15:37:40.406192  97917812.436766  0.017015   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.016899             1.000000  \n",
       " 1     0.016899             1.000000  \n",
       " 2     0.000196             0.011436  \n",
       " 3    -0.000080            -0.004702  ,\n",
       " 'LINA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LINA_USDT 2021-05-15 15:36:59.449017  6295165.8892313  0.07729   \n",
       " 1  LINA_USDT 2021-05-15 15:37:13.762682  6279014.3236313  0.07729   \n",
       " 2  LINA_USDT 2021-05-15 15:37:27.148195  6279014.3236313  0.07741   \n",
       " 3  LINA_USDT 2021-05-15 15:37:40.406192  6279014.3236313  0.07741   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07729              1.00000  \n",
       " 1      0.07729              1.00000  \n",
       " 2      0.00012              0.00155  \n",
       " 3      0.00000              0.00000  ,\n",
       " 'BOR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  BOR_USDT 2021-05-15 15:36:59.449017  94.628224037998  623.84       623.84   \n",
       " 1  BOR_USDT 2021-05-15 15:37:13.762682  95.398348207233  622.54       622.54   \n",
       " 2  BOR_USDT 2021-05-15 15:37:27.148195  95.398348207233  623.84         1.30   \n",
       " 3  BOR_USDT 2021-05-15 15:37:40.406192  95.398348207233  623.84         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.002084  \n",
       " 3             0.000000  ,\n",
       " 'EOSBULL_USDT':          Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  EOSBULL_USDT 2021-05-15 15:36:59.449017  3812523.5827602  0.24315   \n",
       " 1  EOSBULL_USDT 2021-05-15 15:37:13.762682  3812523.5827602  0.24315   \n",
       " 2  EOSBULL_USDT 2021-05-15 15:37:27.148195  3839280.5150082  0.24315   \n",
       " 3  EOSBULL_USDT 2021-05-15 15:37:40.406192  3839280.5150082  0.24315   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.24315                  1.0  \n",
       " 1      0.24315                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'SRM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SRM_USDT 2021-05-15 15:36:59.449017  73977.475937316  8.2988       8.2988   \n",
       " 1  SRM_USDT 2021-05-15 15:37:13.762682  73977.475937316  8.3219       8.3219   \n",
       " 2  SRM_USDT 2021-05-15 15:37:27.148195  73977.475937316  8.3219       0.0000   \n",
       " 3  SRM_USDT 2021-05-15 15:37:40.406192  73977.475937316  8.3219       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALAYA_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ALAYA_USDT 2021-05-15 15:36:59.449017  8391.3141026144  3.943        3.943   \n",
       " 1  ALAYA_USDT 2021-05-15 15:37:13.762682  8385.8230130787  3.939        3.939   \n",
       " 2  ALAYA_USDT 2021-05-15 15:37:27.148195  8385.8230130787  3.939        0.000   \n",
       " 3  ALAYA_USDT 2021-05-15 15:37:40.406192  8385.8230130787  3.939        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OMG_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  OMG_USDT 2021-05-15 15:36:59.449017  37658.203139608  9.838        9.838   \n",
       " 1  OMG_USDT 2021-05-15 15:37:13.762682  37658.203139608  9.852        9.852   \n",
       " 2  OMG_USDT 2021-05-15 15:37:27.148195  37658.430093808  9.852        0.000   \n",
       " 3  OMG_USDT 2021-05-15 15:37:40.406192  37658.430093808  9.852        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GMAT_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  GMAT_USDT 2021-05-15 15:36:59.449017   115318002.9876  0.000796   \n",
       " 1  GMAT_USDT 2021-05-15 15:37:13.762682  115222228.54125  0.000796   \n",
       " 2  GMAT_USDT 2021-05-15 15:37:27.148195  115222228.54125  0.000796   \n",
       " 3  GMAT_USDT 2021-05-15 15:37:40.406192  115222228.54125  0.000796   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  7.956000e-04             1.000000  \n",
       " 1  7.956000e-04             1.000000  \n",
       " 2  3.000000e-07             0.000377  \n",
       " 3  0.000000e+00             0.000000  ,\n",
       " 'DHV_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  DHV_USDT 2021-05-15 15:36:59.449017  10736.434326746  5.389        5.389   \n",
       " 1  DHV_USDT 2021-05-15 15:37:13.762682  10742.095295658  5.389        5.389   \n",
       " 2  DHV_USDT 2021-05-15 15:37:27.148195  10742.095295658  5.389        0.000   \n",
       " 3  DHV_USDT 2021-05-15 15:37:40.406192  10742.095295658  5.389        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AVAX3S_USDT':         Symbol                  Timestamp       Volume   Price  Price_Delta  \\\n",
       " 0  AVAX3S_USDT 2021-05-15 15:36:59.449017  91847.98864  0.0635       0.0635   \n",
       " 1  AVAX3S_USDT 2021-05-15 15:37:13.762682  91847.98864  0.0635       0.0635   \n",
       " 2  AVAX3S_USDT 2021-05-15 15:37:27.148195  91847.98864  0.0635       0.0000   \n",
       " 3  AVAX3S_USDT 2021-05-15 15:37:40.406192  91847.98864  0.0635       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HIVE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  HIVE_USDT 2021-05-15 15:36:59.449017  58528.243007976  0.4753       0.4753   \n",
       " 1  HIVE_USDT 2021-05-15 15:37:13.762682  58528.243007976  0.4753       0.4753   \n",
       " 2  HIVE_USDT 2021-05-15 15:37:27.148195  58528.243007976  0.4753       0.0000   \n",
       " 3  HIVE_USDT 2021-05-15 15:37:40.406192  58528.243007976  0.4753       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SALT_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SALT_USDT 2021-05-15 15:36:59.449017  70816.129071279  0.5785       0.5785   \n",
       " 1  SALT_USDT 2021-05-15 15:37:13.762682  70816.129071279  0.5808       0.5808   \n",
       " 2  SALT_USDT 2021-05-15 15:37:27.148195  70816.129071279  0.5808       0.0000   \n",
       " 3  SALT_USDT 2021-05-15 15:37:40.406192  70816.129071279  0.5808       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TCP_USDT':      Symbol                  Timestamp         Volume    Price  Price_Delta  \\\n",
       " 0  TCP_USDT 2021-05-15 15:36:59.449017  1414646.75109  0.37303      0.37303   \n",
       " 1  TCP_USDT 2021-05-15 15:37:13.762682  1414646.75109  0.37000      0.37000   \n",
       " 2  TCP_USDT 2021-05-15 15:37:27.148195  1414960.90833  0.37194      0.00194   \n",
       " 3  TCP_USDT 2021-05-15 15:37:40.406192  1414960.90833  0.37184     -0.00010   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.005216  \n",
       " 3            -0.000269  ,\n",
       " 'MED_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MED_USDT 2021-05-15 15:36:59.449017  1243678.8666504  0.0955       0.0955   \n",
       " 1  MED_USDT 2021-05-15 15:37:13.762682  1243678.8666504  0.0955       0.0955   \n",
       " 2  MED_USDT 2021-05-15 15:37:27.148195  1243678.8666504  0.0955       0.0000   \n",
       " 3  MED_USDT 2021-05-15 15:37:40.406192  1243678.8666504  0.0955       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SHFT_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SHFT_USDT 2021-05-15 15:36:59.449017   9948.501794979  1.571        1.571   \n",
       " 1  SHFT_USDT 2021-05-15 15:37:13.762682  9952.4151891839  1.571        1.571   \n",
       " 2  SHFT_USDT 2021-05-15 15:37:27.148195  9952.4151891839  1.571        0.000   \n",
       " 3  SHFT_USDT 2021-05-15 15:37:40.406192  9952.4151891839  1.571        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ODDZ_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  ODDZ_USDT 2021-05-15 15:36:59.449017  27762.297829148  1.635        1.635   \n",
       " 1  ODDZ_USDT 2021-05-15 15:37:13.762682  27756.401613652  1.635        1.635   \n",
       " 2  ODDZ_USDT 2021-05-15 15:37:27.148195  27756.401613652  1.635        0.000   \n",
       " 3  ODDZ_USDT 2021-05-15 15:37:40.406192  27756.401613652  1.632       -0.003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.001838  ,\n",
       " 'VET3S_USDT':        Symbol                  Timestamp            Volume    Price  \\\n",
       " 0  VET3S_USDT 2021-05-15 15:36:59.449017  19068.1427312187  0.04805   \n",
       " 1  VET3S_USDT 2021-05-15 15:37:13.762682  19068.1427312187  0.04805   \n",
       " 2  VET3S_USDT 2021-05-15 15:37:27.148195  19068.1427312187  0.04805   \n",
       " 3  VET3S_USDT 2021-05-15 15:37:40.406192  19068.1427312187  0.04805   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.04805                  1.0  \n",
       " 1      0.04805                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'EGG_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  EGG_USDT 2021-05-15 15:36:59.449017  5764.8207474675  10.22        10.22   \n",
       " 1  EGG_USDT 2021-05-15 15:37:13.762682  5764.9350059702  10.22        10.22   \n",
       " 2  EGG_USDT 2021-05-15 15:37:27.148195  5764.9350059702  10.21        -0.01   \n",
       " 3  EGG_USDT 2021-05-15 15:37:40.406192  5764.9350059702  10.21         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000979  \n",
       " 3             0.000000  ,\n",
       " 'FIRE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIRE_USDT 2021-05-15 15:36:59.449017  479672.64699131  0.1943       0.1943   \n",
       " 1  FIRE_USDT 2021-05-15 15:37:13.762682  479798.00167779  0.1945       0.1945   \n",
       " 2  FIRE_USDT 2021-05-15 15:37:27.148195  479798.00167779  0.1945       0.0000   \n",
       " 3  FIRE_USDT 2021-05-15 15:37:40.406192  479798.00167779  0.1945       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'LINK_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LINK_USDT 2021-05-15 15:36:59.449017  828022.23859859  43.620       43.620   \n",
       " 1  LINK_USDT 2021-05-15 15:37:13.762682  828022.23859859  43.617       43.617   \n",
       " 2  LINK_USDT 2021-05-15 15:37:27.148195  829267.72174175  43.609       -0.008   \n",
       " 3  LINK_USDT 2021-05-15 15:37:40.406192  829267.72174175  43.602       -0.007   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000183  \n",
       " 3            -0.000161  ,\n",
       " 'CS_USDT':     Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  CS_USDT 2021-05-15 15:36:59.449017  353909.69028687  0.08400      0.08400   \n",
       " 1  CS_USDT 2021-05-15 15:37:13.762682  353909.69028687  0.08393      0.08393   \n",
       " 2  CS_USDT 2021-05-15 15:37:27.148195  353909.69028687  0.08393      0.00000   \n",
       " 3  CS_USDT 2021-05-15 15:37:40.406192  353909.69028687  0.08393      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CVC_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CVC_USDT 2021-05-15 15:36:59.449017  115342.59728421  0.4685       0.4685   \n",
       " 1  CVC_USDT 2021-05-15 15:37:13.762682  115342.59728421  0.4685       0.4685   \n",
       " 2  CVC_USDT 2021-05-15 15:37:27.148195  115404.17737558  0.4685       0.0000   \n",
       " 3  CVC_USDT 2021-05-15 15:37:40.406192  115404.17737558  0.4685       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WAR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  WAR_USDT 2021-05-15 15:36:59.449017  42393.838694172  1.9236       1.9236   \n",
       " 1  WAR_USDT 2021-05-15 15:37:13.762682  42393.838694172  1.9236       1.9236   \n",
       " 2  WAR_USDT 2021-05-15 15:37:27.148195  42395.761076812  1.9236       0.0000   \n",
       " 3  WAR_USDT 2021-05-15 15:37:40.406192  42395.761076812  1.9236       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'POOLZ_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  POOLZ_USDT 2021-05-15 15:36:59.449017  19324.604169774   7.89         7.89   \n",
       " 1  POOLZ_USDT 2021-05-15 15:37:13.762682  19324.604169774   7.89         7.89   \n",
       " 2  POOLZ_USDT 2021-05-15 15:37:27.148195  19321.994169774   7.89         0.00   \n",
       " 3  POOLZ_USDT 2021-05-15 15:37:40.406192  19321.994169774   7.89         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SAKE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SAKE_USDT 2021-05-15 15:36:59.449017   126857.9972379  0.2534       0.2534   \n",
       " 1  SAKE_USDT 2021-05-15 15:37:13.762682  126851.29305539  0.2534       0.2534   \n",
       " 2  SAKE_USDT 2021-05-15 15:37:27.148195  126851.29305539  0.2535       0.0001   \n",
       " 3  SAKE_USDT 2021-05-15 15:37:40.406192  126851.29305539  0.2535       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000394  \n",
       " 3             0.000000  ,\n",
       " 'CAKE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CAKE_USDT 2021-05-15 15:36:59.449017  33265.579660422  30.145       30.145   \n",
       " 1  CAKE_USDT 2021-05-15 15:37:13.762682  33265.579660422  30.166       30.166   \n",
       " 2  CAKE_USDT 2021-05-15 15:37:27.148195  33264.814308216  30.166        0.000   \n",
       " 3  CAKE_USDT 2021-05-15 15:37:40.406192  33264.814308216  30.166        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'PRQ_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  PRQ_USDT 2021-05-15 15:36:59.449017  169065.77242912  1.5243       1.5243   \n",
       " 1  PRQ_USDT 2021-05-15 15:37:13.762682  169067.13922912  1.5247       1.5247   \n",
       " 2  PRQ_USDT 2021-05-15 15:37:27.148195  169067.13922912  1.5247       0.0000   \n",
       " 3  PRQ_USDT 2021-05-15 15:37:40.406192  169067.13922912  1.5244      -0.0003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000197  ,\n",
       " 'UMX_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  UMX_USDT 2021-05-15 15:36:59.449017   13290.67441026  2.447        2.447   \n",
       " 1  UMX_USDT 2021-05-15 15:37:13.762682  13284.754003661  2.447        2.447   \n",
       " 2  UMX_USDT 2021-05-15 15:37:27.148195  13284.754003661  2.447        0.000   \n",
       " 3  UMX_USDT 2021-05-15 15:37:40.406192  13284.754003661  2.447        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BSV3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  BSV3L_USDT 2021-05-15 15:36:59.449017  37977.021741892  0.4454   \n",
       " 1  BSV3L_USDT 2021-05-15 15:37:13.762682  37977.021741892  0.4454   \n",
       " 2  BSV3L_USDT 2021-05-15 15:37:27.148195  37979.500208023  0.4450   \n",
       " 3  BSV3L_USDT 2021-05-15 15:37:40.406192  37979.500208023  0.4450   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.4454             1.000000  \n",
       " 1       0.4454             1.000000  \n",
       " 2      -0.0004            -0.000899  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'IOTA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  IOTA_USDT 2021-05-15 15:36:59.449017  84163.377497958  1.8772       1.8772   \n",
       " 1  IOTA_USDT 2021-05-15 15:37:13.762682  84163.377497958  1.8772       1.8772   \n",
       " 2  IOTA_USDT 2021-05-15 15:37:27.148195  84163.377497958  1.8772       0.0000   \n",
       " 3  IOTA_USDT 2021-05-15 15:37:40.406192  84184.339097958  1.8768      -0.0004   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000213  ,\n",
       " 'BLES_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BLES_USDT 2021-05-15 15:36:59.449017   86637.46800092  0.849        0.849   \n",
       " 1  BLES_USDT 2021-05-15 15:37:13.762682   86637.46800092  0.849        0.849   \n",
       " 2  BLES_USDT 2021-05-15 15:37:27.148195  86582.146102249  0.849        0.000   \n",
       " 3  BLES_USDT 2021-05-15 15:37:40.406192  86582.146102249  0.849        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GRT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GRT_USDT 2021-05-15 15:36:59.449017  3072484.5107983  1.4666       1.4666   \n",
       " 1  GRT_USDT 2021-05-15 15:37:13.762682  3072484.5107983  1.4644       1.4644   \n",
       " 2  GRT_USDT 2021-05-15 15:37:27.148195  3072484.5107983  1.4644       0.0000   \n",
       " 3  GRT_USDT 2021-05-15 15:37:40.406192  3072484.5107983  1.4664       0.0020   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.001364  ,\n",
       " 'FORTH_USDT':        Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  FORTH_USDT 2021-05-15 15:36:59.449017  5136.698402298  29.41        29.41   \n",
       " 1  FORTH_USDT 2021-05-15 15:37:13.762682  5136.698402298  29.41        29.41   \n",
       " 2  FORTH_USDT 2021-05-15 15:37:27.148195  5136.698402298  29.41         0.00   \n",
       " 3  FORTH_USDT 2021-05-15 15:37:40.406192  5136.698402298  29.41         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AUCTION_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  AUCTION_USDT 2021-05-15 15:36:59.449017  2512.3729197972  45.207   \n",
       " 1  AUCTION_USDT 2021-05-15 15:37:13.762682  2512.3729197972  45.207   \n",
       " 2  AUCTION_USDT 2021-05-15 15:37:27.148195  2512.3881160278  45.060   \n",
       " 3  AUCTION_USDT 2021-05-15 15:37:40.406192  2512.3881160278  45.060   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       45.207             1.000000  \n",
       " 1       45.207             1.000000  \n",
       " 2       -0.147            -0.003262  \n",
       " 3        0.000             0.000000  ,\n",
       " 'SASHIMI_USDT':          Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SASHIMI_USDT 2021-05-15 15:36:59.449017  426149.69800972  0.07847   \n",
       " 1  SASHIMI_USDT 2021-05-15 15:37:13.762682  426001.39441154  0.07841   \n",
       " 2  SASHIMI_USDT 2021-05-15 15:37:27.148195  426001.39441154  0.07841   \n",
       " 3  SASHIMI_USDT 2021-05-15 15:37:40.406192  426001.39441154  0.07841   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07847                  1.0  \n",
       " 1      0.07841                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'FINE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FINE_USDT 2021-05-15 15:36:59.449017  98490.800181522  2.0929       2.0929   \n",
       " 1  FINE_USDT 2021-05-15 15:37:13.762682  98490.800181522  2.0929       2.0929   \n",
       " 2  FINE_USDT 2021-05-15 15:37:27.148195  98432.768181522  2.0916      -0.0013   \n",
       " 3  FINE_USDT 2021-05-15 15:37:40.406192  98432.768181522  2.0916       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000622  \n",
       " 3             0.000000  ,\n",
       " 'WOO_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  WOO_USDT 2021-05-15 15:36:59.449017  233959.57274943  1.14318      1.14318   \n",
       " 1  WOO_USDT 2021-05-15 15:37:13.762682  233573.70635096  1.14318      1.14318   \n",
       " 2  WOO_USDT 2021-05-15 15:37:27.148195  233573.70635096  1.14745      0.00427   \n",
       " 3  WOO_USDT 2021-05-15 15:37:40.406192  233573.70635096  1.15177      0.00432   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003721  \n",
       " 3             0.003751  ,\n",
       " 'GAS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  GAS_USDT 2021-05-15 15:36:59.449017   6678.574837162  12.66        12.66   \n",
       " 1  GAS_USDT 2021-05-15 15:37:13.762682  6677.5345796443  12.66        12.66   \n",
       " 2  GAS_USDT 2021-05-15 15:37:27.148195  6677.5345796443  12.66         0.00   \n",
       " 3  GAS_USDT 2021-05-15 15:37:40.406192  6677.5345796443  12.66         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AAVE3S_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  AAVE3S_USDT 2021-05-15 15:36:59.449017  11544324.754183  0.01002   \n",
       " 1  AAVE3S_USDT 2021-05-15 15:37:13.762682  11544324.754183  0.01002   \n",
       " 2  AAVE3S_USDT 2021-05-15 15:37:27.148195  11544324.754183  0.00995   \n",
       " 3  AAVE3S_USDT 2021-05-15 15:37:40.406192   11544418.75802  0.00995   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01002             1.000000  \n",
       " 1      0.01002             1.000000  \n",
       " 2     -0.00007            -0.007035  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'RIF_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RIF_USDT 2021-05-15 15:36:59.449017  173224.69682122  0.2507       0.2507   \n",
       " 1  RIF_USDT 2021-05-15 15:37:13.762682   173162.9989267  0.2507       0.2507   \n",
       " 2  RIF_USDT 2021-05-15 15:37:27.148195   173162.9989267  0.2506      -0.0001   \n",
       " 3  RIF_USDT 2021-05-15 15:37:40.406192   173162.9989267  0.2506       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000399  \n",
       " 3             0.000000  ,\n",
       " 'FIL_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FIL_USDT 2021-05-15 15:36:59.449017  337925.81467095  116.60       116.60   \n",
       " 1  FIL_USDT 2021-05-15 15:37:13.762682  336920.37144017  116.58       116.58   \n",
       " 2  FIL_USDT 2021-05-15 15:37:27.148195  336920.37144017  116.79         0.21   \n",
       " 3  FIL_USDT 2021-05-15 15:37:40.406192  336920.37144017  116.80         0.01   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001798  \n",
       " 3             0.000086  ,\n",
       " 'LRN_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  LRN_USDT 2021-05-15 15:36:59.449017  1418328.0163099  0.03445      0.03445   \n",
       " 1  LRN_USDT 2021-05-15 15:37:13.762682  1417613.5530609  0.03445      0.03445   \n",
       " 2  LRN_USDT 2021-05-15 15:37:27.148195  1417613.5530609  0.03439     -0.00006   \n",
       " 3  LRN_USDT 2021-05-15 15:37:40.406192  1417613.5530609  0.03439      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001745  \n",
       " 3             0.000000  ,\n",
       " 'DOGE_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DOGE_USDT 2021-05-15 15:36:59.449017  769895673.72781  0.526657   \n",
       " 1  DOGE_USDT 2021-05-15 15:37:13.762682  769895673.72781  0.526683   \n",
       " 2  DOGE_USDT 2021-05-15 15:37:27.148195  769875351.91626  0.526706   \n",
       " 3  DOGE_USDT 2021-05-15 15:37:40.406192  769875351.91626  0.526217   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.526657             1.000000  \n",
       " 1     0.526683             1.000000  \n",
       " 2     0.000023             0.000044  \n",
       " 3    -0.000489            -0.000929  ,\n",
       " 'CIR_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  CIR_USDT 2021-05-15 15:36:59.449017  7363.775159495  1.1479       1.1479   \n",
       " 1  CIR_USDT 2021-05-15 15:37:13.762682  7346.687159495  1.1479       1.1479   \n",
       " 2  CIR_USDT 2021-05-15 15:37:27.148195  7346.687159495  1.1479       0.0000   \n",
       " 3  CIR_USDT 2021-05-15 15:37:40.406192  7346.687159495  1.1479       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'XMR3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XMR3L_USDT 2021-05-15 15:36:59.449017  17655.030854385  2.6986   \n",
       " 1  XMR3L_USDT 2021-05-15 15:37:13.762682  17655.030854385  2.7075   \n",
       " 2  XMR3L_USDT 2021-05-15 15:37:27.148195  17676.454941584  2.7075   \n",
       " 3  XMR3L_USDT 2021-05-15 15:37:40.406192  17676.454941584  2.7075   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.6986                  1.0  \n",
       " 1       2.7075                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'BNB_USDT':      Symbol                  Timestamp           Volume     Price Price_Delta  \\\n",
       " 0  BNB_USDT 2021-05-15 15:36:59.449017  40666.470678239       588         588   \n",
       " 1  BNB_USDT 2021-05-15 15:37:13.762682  40666.470678239  588.1289    588.1289   \n",
       " 2  BNB_USDT 2021-05-15 15:37:27.148195  40666.470678239  588.2812      0.1523   \n",
       " 3  BNB_USDT 2021-05-15 15:37:40.406192  40666.470678239  588.4715      0.1903   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000259  \n",
       " 3             0.000323  ,\n",
       " 'SNX3S_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SNX3S_USDT 2021-05-15 15:36:59.449017  2596119.3043315   0.13         0.13   \n",
       " 1  SNX3S_USDT 2021-05-15 15:37:13.762682  2596119.3043315   0.13         0.13   \n",
       " 2  SNX3S_USDT 2021-05-15 15:37:27.148195  2596153.3483315   0.13         0.00   \n",
       " 3  SNX3S_USDT 2021-05-15 15:37:40.406192  2596153.3483315   0.13         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DREP_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DREP_USDT 2021-05-15 15:36:59.449017  38285.651024168  1.0731       1.0731   \n",
       " 1  DREP_USDT 2021-05-15 15:37:13.762682  38289.424893837  1.0731       1.0731   \n",
       " 2  DREP_USDT 2021-05-15 15:37:27.148195  38289.424893837  1.0731       0.0000   \n",
       " 3  DREP_USDT 2021-05-15 15:37:40.406192  38289.424893837  1.0731       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DIS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DIS_USDT 2021-05-15 15:36:59.449017   373.2910638159  112.23       112.23   \n",
       " 1  DIS_USDT 2021-05-15 15:37:13.762682  372.95604846011  112.29       112.29   \n",
       " 2  DIS_USDT 2021-05-15 15:37:27.148195  372.95604846011  112.29         0.00   \n",
       " 3  DIS_USDT 2021-05-15 15:37:40.406192  372.95604846011  112.29         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GARD_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  GARD_USDT 2021-05-15 15:36:59.449017  208747977.47386  0.000411   \n",
       " 1  GARD_USDT 2021-05-15 15:37:13.762682  208864566.92515  0.000411   \n",
       " 2  GARD_USDT 2021-05-15 15:37:27.148195  208864566.92515  0.000411   \n",
       " 3  GARD_USDT 2021-05-15 15:37:40.406192  208864566.92515  0.000411   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000411                  1.0  \n",
       " 1     0.000411                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'PERI_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  PERI_USDT 2021-05-15 15:36:59.449017  213691.48454962  4.480        4.480   \n",
       " 1  PERI_USDT 2021-05-15 15:37:13.762682  213903.93014962  4.479        4.479   \n",
       " 2  PERI_USDT 2021-05-15 15:37:27.148195  213903.93014962  4.500        0.021   \n",
       " 3  PERI_USDT 2021-05-15 15:37:40.406192  213903.93014962  4.512        0.012   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.004667  \n",
       " 3             0.002660  ,\n",
       " 'NAS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  NAS_USDT 2021-05-15 15:36:59.449017  495463.29267945  0.9371       0.9371   \n",
       " 1  NAS_USDT 2021-05-15 15:37:13.762682  495463.29267945  0.9371       0.9371   \n",
       " 2  NAS_USDT 2021-05-15 15:37:27.148195  495194.48821705  0.9382       0.0011   \n",
       " 3  NAS_USDT 2021-05-15 15:37:40.406192  495194.48821705  0.9382       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001172  \n",
       " 3             0.000000  ,\n",
       " 'AIOZ_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AIOZ_USDT 2021-05-15 15:36:59.449017  129141.74317092  0.7782       0.7782   \n",
       " 1  AIOZ_USDT 2021-05-15 15:37:13.762682  129220.69747573  0.7784       0.7784   \n",
       " 2  AIOZ_USDT 2021-05-15 15:37:27.148195  129220.69747573  0.7784       0.0000   \n",
       " 3  AIOZ_USDT 2021-05-15 15:37:40.406192  129220.69747573  0.7784       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ALGO3L_USDT':         Symbol                  Timestamp       Volume   Price  Price_Delta  \\\n",
       " 0  ALGO3L_USDT 2021-05-15 15:36:59.449017  2984.878212  2.9206       2.9206   \n",
       " 1  ALGO3L_USDT 2021-05-15 15:37:13.762682  2984.878212  2.9206       2.9206   \n",
       " 2  ALGO3L_USDT 2021-05-15 15:37:27.148195  2985.096212  2.9206       0.0000   \n",
       " 3  ALGO3L_USDT 2021-05-15 15:37:40.406192  2985.096212  2.9206       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MTRG_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MTRG_USDT 2021-05-15 15:36:59.449017  13284.969112181  6.5596       6.5596   \n",
       " 1  MTRG_USDT 2021-05-15 15:37:13.762682   13286.16896665  6.5719       6.5719   \n",
       " 2  MTRG_USDT 2021-05-15 15:37:27.148195   13286.16896665  6.5719       0.0000   \n",
       " 3  MTRG_USDT 2021-05-15 15:37:40.406192   13286.16896665  6.5719       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DILI_USDT':       Symbol                  Timestamp          Volume     Price  \\\n",
       " 0  DILI_USDT 2021-05-15 15:36:59.449017  698148646.4532  0.002667   \n",
       " 1  DILI_USDT 2021-05-15 15:37:13.762682  698148646.4532  0.002668   \n",
       " 2  DILI_USDT 2021-05-15 15:37:27.148195  698148646.4532  0.002789   \n",
       " 3  DILI_USDT 2021-05-15 15:37:40.406192  698148646.4532  0.002700   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.002667             1.000000  \n",
       " 1     0.002668             1.000000  \n",
       " 2     0.000122             0.043633  \n",
       " 3    -0.000089            -0.032999  ,\n",
       " 'NEO3S_USDT':        Symbol                  Timestamp  Volume    Price  Price_Delta  \\\n",
       " 0  NEO3S_USDT 2021-05-15 15:36:59.449017  466.04  0.05799      0.05799   \n",
       " 1  NEO3S_USDT 2021-05-15 15:37:13.762682  466.04  0.05799      0.05799   \n",
       " 2  NEO3S_USDT 2021-05-15 15:37:27.148195  466.04  0.05799      0.00000   \n",
       " 3  NEO3S_USDT 2021-05-15 15:37:40.406192  466.04  0.05799      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'WSIENNA_USDT':          Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  WSIENNA_USDT 2021-05-15 15:36:59.449017  93663.723856818  21.332   \n",
       " 1  WSIENNA_USDT 2021-05-15 15:37:13.762682  93838.300336818  21.332   \n",
       " 2  WSIENNA_USDT 2021-05-15 15:37:27.148195  93838.300336818  21.332   \n",
       " 3  WSIENNA_USDT 2021-05-15 15:37:40.406192  93838.300336818  21.321   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       21.332             1.000000  \n",
       " 1       21.332             1.000000  \n",
       " 2        0.000             0.000000  \n",
       " 3       -0.011            -0.000516  ,\n",
       " 'XLM3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  XLM3L_USDT 2021-05-15 15:36:59.449017  15776.885977804  2.2644   \n",
       " 1  XLM3L_USDT 2021-05-15 15:37:13.762682  15763.729697208  2.2644   \n",
       " 2  XLM3L_USDT 2021-05-15 15:37:27.148195  15763.729697208  2.2859   \n",
       " 3  XLM3L_USDT 2021-05-15 15:37:40.406192  15763.729697208  2.2859   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       2.2644             1.000000  \n",
       " 1       2.2644             1.000000  \n",
       " 2       0.0215             0.009405  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'BLACK_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  BLACK_USDT 2021-05-15 15:36:59.449017  270922.53525644  0.16302   \n",
       " 1  BLACK_USDT 2021-05-15 15:37:13.762682  270935.30308848  0.16290   \n",
       " 2  BLACK_USDT 2021-05-15 15:37:27.148195  270935.30308848  0.16290   \n",
       " 3  BLACK_USDT 2021-05-15 15:37:40.406192  270935.30308848  0.16266   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.16302             1.000000  \n",
       " 1      0.16290             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00024            -0.001475  ,\n",
       " 'DEXE_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DEXE_USDT 2021-05-15 15:36:59.449017  2758.4241428308  16.221       16.221   \n",
       " 1  DEXE_USDT 2021-05-15 15:37:13.762682  2756.9622999045  16.221       16.221   \n",
       " 2  DEXE_USDT 2021-05-15 15:37:27.148195  2756.9622999045  16.219       -0.002   \n",
       " 3  DEXE_USDT 2021-05-15 15:37:40.406192  2756.9622999045  16.219        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000123  \n",
       " 3             0.000000  ,\n",
       " 'UNCX_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  UNCX_USDT 2021-05-15 15:36:59.449017  28.391925667621  831.65       831.65   \n",
       " 1  UNCX_USDT 2021-05-15 15:37:13.762682  28.380063794379  831.65       831.65   \n",
       " 2  UNCX_USDT 2021-05-15 15:37:27.148195  28.380063794379  831.65         0.00   \n",
       " 3  UNCX_USDT 2021-05-15 15:37:40.406192  28.380063794379  831.65         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TARA_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  TARA_USDT 2021-05-15 15:36:59.449017   181780213.8661  0.03827   \n",
       " 1  TARA_USDT 2021-05-15 15:37:13.762682   181780213.8661  0.03800   \n",
       " 2  TARA_USDT 2021-05-15 15:37:27.148195   181780213.8661  0.03752   \n",
       " 3  TARA_USDT 2021-05-15 15:37:40.406192  182006862.97378  0.03751   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03827             1.000000  \n",
       " 1      0.03800             1.000000  \n",
       " 2     -0.00048            -0.012793  \n",
       " 3     -0.00001            -0.000267  ,\n",
       " 'DDOS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  DDOS_USDT 2021-05-15 15:36:59.449017  327355.54176898  1.5327       1.5327   \n",
       " 1  DDOS_USDT 2021-05-15 15:37:13.762682  327239.97216898  1.5327       1.5327   \n",
       " 2  DDOS_USDT 2021-05-15 15:37:27.148195  327239.97216898  1.5309      -0.0018   \n",
       " 3  DDOS_USDT 2021-05-15 15:37:40.406192  327239.97216898  1.5327       0.0018   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.001176  \n",
       " 3             0.001174  ,\n",
       " 'OMI_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  OMI_USDT 2021-05-15 15:36:59.449017  122772771.37402  0.004023   \n",
       " 1  OMI_USDT 2021-05-15 15:37:13.762682  122986309.73242  0.004023   \n",
       " 2  OMI_USDT 2021-05-15 15:37:27.148195  122986309.73242  0.004023   \n",
       " 3  OMI_USDT 2021-05-15 15:37:40.406192  122986309.73242  0.004020   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.004023             1.000000  \n",
       " 1     0.004023             1.000000  \n",
       " 2     0.000000             0.000000  \n",
       " 3    -0.000003            -0.000746  ,\n",
       " 'UTK_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  UTK_USDT 2021-05-15 15:36:59.449017  227172.17053595  0.5749       0.5749   \n",
       " 1  UTK_USDT 2021-05-15 15:37:13.762682  227172.17053595  0.5749       0.5749   \n",
       " 2  UTK_USDT 2021-05-15 15:37:27.148195  227218.90213595  0.5723      -0.0026   \n",
       " 3  UTK_USDT 2021-05-15 15:37:40.406192  227218.90213595  0.5720      -0.0003   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004543  \n",
       " 3            -0.000524  ,\n",
       " 'PAID_USDT':       Symbol                  Timestamp Volume  Price Price_Delta  \\\n",
       " 0  PAID_USDT 2021-05-15 15:36:59.449017      0      0           0   \n",
       " 1  PAID_USDT 2021-05-15 15:37:13.762682      0      0           0   \n",
       " 2  PAID_USDT 2021-05-15 15:37:27.148195      0      0           0   \n",
       " 3  PAID_USDT 2021-05-15 15:37:40.406192      0  0.826       0.826   \n",
       " \n",
       "   Price_Delta_Percent  \n",
       " 0                   0  \n",
       " 1                   0  \n",
       " 2                   0  \n",
       " 3                 1.0  ,\n",
       " 'OGN_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  OGN_USDT 2021-05-15 15:36:59.449017  151172.21895171  1.3055       1.3055   \n",
       " 1  OGN_USDT 2021-05-15 15:37:13.762682  151172.21895171  1.3055       1.3055   \n",
       " 2  OGN_USDT 2021-05-15 15:37:27.148195  151172.21895171  1.3055       0.0000   \n",
       " 3  OGN_USDT 2021-05-15 15:37:40.406192  151177.48335171  1.3055       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FXS_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  FXS_USDT 2021-05-15 15:36:59.449017  31244.089884749  4.826        4.826   \n",
       " 1  FXS_USDT 2021-05-15 15:37:13.762682  31244.089884749  4.815        4.815   \n",
       " 2  FXS_USDT 2021-05-15 15:37:27.148195  31244.619084749  4.815        0.000   \n",
       " 3  FXS_USDT 2021-05-15 15:37:40.406192  31244.619084749  4.815        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TRB_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  TRB_USDT 2021-05-15 15:36:59.449017  759.93568216196  100.258      100.258   \n",
       " 1  TRB_USDT 2021-05-15 15:37:13.762682   759.8888914871  100.258      100.258   \n",
       " 2  TRB_USDT 2021-05-15 15:37:27.148195   759.8888914871  100.258        0.000   \n",
       " 3  TRB_USDT 2021-05-15 15:37:40.406192   759.8888914871  100.349        0.091   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000907  ,\n",
       " 'GRIN3L_USDT':         Symbol                  Timestamp       Volume  Price  Price_Delta  \\\n",
       " 0  GRIN3L_USDT 2021-05-15 15:36:59.449017  5720.495158  0.759        0.759   \n",
       " 1  GRIN3L_USDT 2021-05-15 15:37:13.762682  5836.348158  0.759        0.759   \n",
       " 2  GRIN3L_USDT 2021-05-15 15:37:27.148195  5836.348158  0.759        0.000   \n",
       " 3  GRIN3L_USDT 2021-05-15 15:37:40.406192  5836.348158  0.759        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'BTO_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  BTO_USDT 2021-05-15 15:36:59.449017  8561630.9837774  0.003237   \n",
       " 1  BTO_USDT 2021-05-15 15:37:13.762682  8568356.1468296  0.003237   \n",
       " 2  BTO_USDT 2021-05-15 15:37:27.148195  8568356.1468296  0.003237   \n",
       " 3  BTO_USDT 2021-05-15 15:37:40.406192  8568356.1468296  0.003237   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.003237                  1.0  \n",
       " 1     0.003237                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'INSUR_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  INSUR_USDT 2021-05-15 15:36:59.449017  19141.167305345  3.758        3.758   \n",
       " 1  INSUR_USDT 2021-05-15 15:37:13.762682  19141.167305345  3.758        3.758   \n",
       " 2  INSUR_USDT 2021-05-15 15:37:27.148195  19142.565459405  3.758        0.000   \n",
       " 3  INSUR_USDT 2021-05-15 15:37:40.406192  19142.565459405  3.740       -0.018   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.004813  ,\n",
       " 'EOS5S_USDT':        Symbol                  Timestamp         Volume     Price  \\\n",
       " 0  EOS5S_USDT 2021-05-15 15:36:59.449017  4495827307.63  0.000057   \n",
       " 1  EOS5S_USDT 2021-05-15 15:37:13.762682  4495827307.63  0.000057   \n",
       " 2  EOS5S_USDT 2021-05-15 15:37:27.148195  4495827307.63  0.000057   \n",
       " 3  EOS5S_USDT 2021-05-15 15:37:40.406192  4495827307.63  0.000057   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.000057                  1.0  \n",
       " 1     0.000057                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'PNT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  PNT_USDT 2021-05-15 15:36:59.449017  62258.421181553  1.842        1.842   \n",
       " 1  PNT_USDT 2021-05-15 15:37:13.762682   62222.38963808  1.842        1.842   \n",
       " 2  PNT_USDT 2021-05-15 15:37:27.148195   62222.38963808  1.849        0.007   \n",
       " 3  PNT_USDT 2021-05-15 15:37:40.406192   62222.38963808  1.850        0.001   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003786  \n",
       " 3             0.000541  ,\n",
       " 'BAO_USDT':      Symbol                  Timestamp          Volume     Price  Price_Delta  \\\n",
       " 0  BAO_USDT 2021-05-15 15:36:59.449017  306868525.8703  0.000740     0.000740   \n",
       " 1  BAO_USDT 2021-05-15 15:37:13.762682  306925527.0079  0.000742     0.000742   \n",
       " 2  BAO_USDT 2021-05-15 15:37:27.148195  306925527.0079  0.000742     0.000000   \n",
       " 3  BAO_USDT 2021-05-15 15:37:40.406192  306925527.0079  0.000742     0.000000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ETH3L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  ETH3L_USDT 2021-05-15 15:36:59.449017  39137.243270081  12.3470   \n",
       " 1  ETH3L_USDT 2021-05-15 15:37:13.762682  39137.243270081  12.3929   \n",
       " 2  ETH3L_USDT 2021-05-15 15:37:27.148195  39137.620070081  12.3929   \n",
       " 3  ETH3L_USDT 2021-05-15 15:37:40.406192  39137.620070081  12.3929   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      12.3470                  1.0  \n",
       " 1      12.3929                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'XRP3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  XRP3S_USDT 2021-05-15 15:36:59.449017  1531251.2688245  0.02380   \n",
       " 1  XRP3S_USDT 2021-05-15 15:37:13.762682  1531251.2688245  0.02373   \n",
       " 2  XRP3S_USDT 2021-05-15 15:37:27.148195  1531251.2688245  0.02373   \n",
       " 3  XRP3S_USDT 2021-05-15 15:37:40.406192  1531251.2688245  0.02366   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02380             1.000000  \n",
       " 1      0.02373             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00007            -0.002959  ,\n",
       " 'OPIUM_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  OPIUM_USDT 2021-05-15 15:36:59.449017  2321.2063265889  6.704        6.704   \n",
       " 1  OPIUM_USDT 2021-05-15 15:37:13.762682  2321.2063265889  6.704        6.704   \n",
       " 2  OPIUM_USDT 2021-05-15 15:37:27.148195  2321.3389903284  6.704        0.000   \n",
       " 3  OPIUM_USDT 2021-05-15 15:37:40.406192  2321.3389903284  6.704        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GRIN_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GRIN_USDT 2021-05-15 15:36:59.449017  4393948.3711913  0.7690       0.7690   \n",
       " 1  GRIN_USDT 2021-05-15 15:37:13.762682  4386935.1392854  0.7690       0.7690   \n",
       " 2  GRIN_USDT 2021-05-15 15:37:27.148195  4386935.1392854  0.7662      -0.0028   \n",
       " 3  GRIN_USDT 2021-05-15 15:37:40.406192  4386935.1392854  0.7662       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.003654  \n",
       " 3             0.000000  ,\n",
       " 'ZEN3S_USDT':        Symbol                  Timestamp          Volume     Price  \\\n",
       " 0  ZEN3S_USDT 2021-05-15 15:36:59.449017  1539465.043367  0.008597   \n",
       " 1  ZEN3S_USDT 2021-05-15 15:37:13.762682  1539465.043367  0.008597   \n",
       " 2  ZEN3S_USDT 2021-05-15 15:37:27.148195  1539465.043367  0.008597   \n",
       " 3  ZEN3S_USDT 2021-05-15 15:37:40.406192  1539465.043367  0.008597   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.008597                  1.0  \n",
       " 1     0.008597                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ELEC_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  ELEC_USDT 2021-05-15 15:36:59.449017  21565677.563637  0.003968   \n",
       " 1  ELEC_USDT 2021-05-15 15:37:13.762682  21569061.764518  0.003959   \n",
       " 2  ELEC_USDT 2021-05-15 15:37:27.148195  21569061.764518  0.003959   \n",
       " 3  ELEC_USDT 2021-05-15 15:37:40.406192  21569061.764518  0.003958   \n",
       " \n",
       "     Price_Delta  Price_Delta_Percent  \n",
       " 0  3.967600e-03             1.000000  \n",
       " 1  3.958700e-03             1.000000  \n",
       " 2  0.000000e+00             0.000000  \n",
       " 3 -8.000000e-07            -0.000202  ,\n",
       " 'SRM3S_USDT':        Symbol                  Timestamp      Volume    Price  Price_Delta  \\\n",
       " 0  SRM3S_USDT 2021-05-15 15:36:59.449017  17145.4179  0.11374      0.11374   \n",
       " 1  SRM3S_USDT 2021-05-15 15:37:13.762682  17145.4179  0.11374      0.11374   \n",
       " 2  SRM3S_USDT 2021-05-15 15:37:27.148195  17145.4179  0.11374      0.00000   \n",
       " 3  SRM3S_USDT 2021-05-15 15:37:40.406192  17145.4179  0.11374      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TOTM_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TOTM_USDT 2021-05-15 15:36:59.449017  610583.51956184  0.9292       0.9292   \n",
       " 1  TOTM_USDT 2021-05-15 15:37:13.762682  610008.38836184  0.9292       0.9292   \n",
       " 2  TOTM_USDT 2021-05-15 15:37:27.148195  610008.38836184  0.9292       0.0000   \n",
       " 3  TOTM_USDT 2021-05-15 15:37:40.406192  610008.38836184  0.9292       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'AMPL3L_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  AMPL3L_USDT 2021-05-15 15:36:59.449017   1954320.395212  0.03194   \n",
       " 1  AMPL3L_USDT 2021-05-15 15:37:13.762682  1955081.2542059  0.03194   \n",
       " 2  AMPL3L_USDT 2021-05-15 15:37:27.148195  1955081.2542059  0.03194   \n",
       " 3  AMPL3L_USDT 2021-05-15 15:37:40.406192  1955081.2542059  0.03194   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03194                  1.0  \n",
       " 1      0.03194                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'QLC_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  QLC_USDT 2021-05-15 15:36:59.449017  771983.24027349  0.06850      0.06850   \n",
       " 1  QLC_USDT 2021-05-15 15:37:13.762682  771983.24027349  0.06812      0.06812   \n",
       " 2  QLC_USDT 2021-05-15 15:37:27.148195  771983.24027349  0.06812      0.00000   \n",
       " 3  QLC_USDT 2021-05-15 15:37:40.406192  772071.40433046  0.06812      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ZEE_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ZEE_USDT 2021-05-15 15:36:59.449017  72081.000237003  1.0366       1.0366   \n",
       " 1  ZEE_USDT 2021-05-15 15:37:13.762682  72061.009240609  1.0366       1.0366   \n",
       " 2  ZEE_USDT 2021-05-15 15:37:27.148195  72061.009240609  1.0363      -0.0003   \n",
       " 3  ZEE_USDT 2021-05-15 15:37:40.406192  72061.009240609  1.0363       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.000289  \n",
       " 3             0.000000  ,\n",
       " 'LEO_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  LEO_USDT 2021-05-15 15:36:59.449017  41324.576016806  3.3675       3.3675   \n",
       " 1  LEO_USDT 2021-05-15 15:37:13.762682  41318.027616806  3.3675       3.3675   \n",
       " 2  LEO_USDT 2021-05-15 15:37:27.148195  41318.027616806  3.3675       0.0000   \n",
       " 3  LEO_USDT 2021-05-15 15:37:40.406192  41318.027616806  3.3644      -0.0031   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000921  ,\n",
       " 'APYS_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  APYS_USDT 2021-05-15 15:36:59.449017  31737.313805425  1.6793       1.6793   \n",
       " 1  APYS_USDT 2021-05-15 15:37:13.762682  31737.313805425  1.6793       1.6793   \n",
       " 2  APYS_USDT 2021-05-15 15:37:27.148195  31737.313805425  1.6793       0.0000   \n",
       " 3  APYS_USDT 2021-05-15 15:37:40.406192  31737.313805425  1.6793       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ONT3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ONT3S_USDT 2021-05-15 15:36:59.449017  99131.362140875  0.2055   \n",
       " 1  ONT3S_USDT 2021-05-15 15:37:13.762682  99131.362140875  0.2055   \n",
       " 2  ONT3S_USDT 2021-05-15 15:37:27.148195  99131.362140875  0.2055   \n",
       " 3  ONT3S_USDT 2021-05-15 15:37:40.406192  99131.362140875  0.2055   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2055                  1.0  \n",
       " 1       0.2055                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'EZ_USDT':     Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  EZ_USDT 2021-05-15 15:36:59.449017  3386.9377557922  9.82957      9.82957   \n",
       " 1  EZ_USDT 2021-05-15 15:37:13.762682  3386.9377557922  9.82957      9.82957   \n",
       " 2  EZ_USDT 2021-05-15 15:37:27.148195   3387.464965527  9.78273     -0.04684   \n",
       " 3  EZ_USDT 2021-05-15 15:37:40.406192   3387.464965527  9.78273      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2            -0.004788  \n",
       " 3             0.000000  ,\n",
       " 'MOMA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  MOMA_USDT 2021-05-15 15:36:59.449017  1779335.4143547  0.3892       0.3892   \n",
       " 1  MOMA_USDT 2021-05-15 15:37:13.762682  1778333.9087547  0.3892       0.3892   \n",
       " 2  MOMA_USDT 2021-05-15 15:37:27.148195  1778333.9087547  0.3892       0.0000   \n",
       " 3  MOMA_USDT 2021-05-15 15:37:40.406192  1778333.9087547  0.3892       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SKM_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SKM_USDT 2021-05-15 15:36:59.449017  14620745.792782  0.004852   \n",
       " 1  SKM_USDT 2021-05-15 15:37:13.762682  14619385.949433  0.004853   \n",
       " 2  SKM_USDT 2021-05-15 15:37:27.148195  14619385.949433  0.004853   \n",
       " 3  SKM_USDT 2021-05-15 15:37:40.406192  14619385.949433  0.004853   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.004852                  1.0  \n",
       " 1     0.004853                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ONT3L_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  ONT3L_USDT 2021-05-15 15:36:59.449017  26972.517346406  1.5909   \n",
       " 1  ONT3L_USDT 2021-05-15 15:37:13.762682  26972.517346406  1.5969   \n",
       " 2  ONT3L_USDT 2021-05-15 15:37:27.148195  26975.864441784  1.5969   \n",
       " 3  ONT3L_USDT 2021-05-15 15:37:40.406192  26975.864441784  1.5969   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       1.5909                  1.0  \n",
       " 1       1.5969                  1.0  \n",
       " 2       0.0000                  0.0  \n",
       " 3       0.0000                  0.0  ,\n",
       " 'SWRV_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SWRV_USDT 2021-05-15 15:36:59.449017  92769.790399254  1.7556       1.7556   \n",
       " 1  SWRV_USDT 2021-05-15 15:37:13.762682  92767.526839254  1.7556       1.7556   \n",
       " 2  SWRV_USDT 2021-05-15 15:37:27.148195  92767.526839254  1.7714       0.0158   \n",
       " 3  SWRV_USDT 2021-05-15 15:37:40.406192  92767.526839254  1.7714       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.008919  \n",
       " 3             0.000000  ,\n",
       " 'BEL_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BEL_USDT 2021-05-15 15:36:59.449017  17844.551282767  3.234        3.234   \n",
       " 1  BEL_USDT 2021-05-15 15:37:13.762682  17842.706794102  3.240        3.240   \n",
       " 2  BEL_USDT 2021-05-15 15:37:27.148195  17842.706794102  3.240        0.000   \n",
       " 3  BEL_USDT 2021-05-15 15:37:40.406192  17842.706794102  3.240        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CARDS_USDT':        Symbol                  Timestamp          Volume  Price  Price_Delta  \\\n",
       " 0  CARDS_USDT 2021-05-15 15:36:59.449017  2954.619455334  53.48        53.48   \n",
       " 1  CARDS_USDT 2021-05-15 15:37:13.762682  2954.741855334  53.48        53.48   \n",
       " 2  CARDS_USDT 2021-05-15 15:37:27.148195  2954.741855334  53.48         0.00   \n",
       " 3  CARDS_USDT 2021-05-15 15:37:40.406192  2954.741855334  53.50         0.02   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000374  ,\n",
       " 'VSP_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  VSP_USDT 2021-05-15 15:36:59.449017  2896.1391069542  27.87        27.87   \n",
       " 1  VSP_USDT 2021-05-15 15:37:13.762682  2903.9526625382  27.87        27.87   \n",
       " 2  VSP_USDT 2021-05-15 15:37:27.148195  2903.9526625382  27.96         0.09   \n",
       " 3  VSP_USDT 2021-05-15 15:37:40.406192  2903.9526625382  27.96         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003219  \n",
       " 3             0.000000  ,\n",
       " 'AST_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  AST_USDT 2021-05-15 15:36:59.449017  130399.53817701  0.3375       0.3375   \n",
       " 1  AST_USDT 2021-05-15 15:37:13.762682  130350.52772038  0.3375       0.3375   \n",
       " 2  AST_USDT 2021-05-15 15:37:27.148195  130350.52772038  0.3375       0.0000   \n",
       " 3  AST_USDT 2021-05-15 15:37:40.406192  130350.52772038  0.3375       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'ONX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ONX_USDT 2021-05-15 15:36:59.449017  8606.8767883077  1.5816       1.5816   \n",
       " 1  ONX_USDT 2021-05-15 15:37:13.762682  8618.7162754268  1.5816       1.5816   \n",
       " 2  ONX_USDT 2021-05-15 15:37:27.148195  8618.7162754268  1.5816       0.0000   \n",
       " 3  ONX_USDT 2021-05-15 15:37:40.406192  8618.7162754268  1.5816       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MUSE_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  MUSE_USDT 2021-05-15 15:36:59.449017  1079.0946780594  28.83        28.83   \n",
       " 1  MUSE_USDT 2021-05-15 15:37:13.762682  1085.0386884201  28.99        28.99   \n",
       " 2  MUSE_USDT 2021-05-15 15:37:27.148195  1085.0386884201  28.99         0.00   \n",
       " 3  MUSE_USDT 2021-05-15 15:37:40.406192  1085.0386884201  28.99         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GO_USDT':     Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  GO_USDT 2021-05-15 15:36:59.449017  1105020.5617592  0.05751      0.05751   \n",
       " 1  GO_USDT 2021-05-15 15:37:13.762682  1084987.7846887  0.05751      0.05751   \n",
       " 2  GO_USDT 2021-05-15 15:37:27.148195  1084987.7846887  0.05770      0.00019   \n",
       " 3  GO_USDT 2021-05-15 15:37:40.406192  1084987.7846887  0.05770      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.003293  \n",
       " 3             0.000000  ,\n",
       " 'BMI_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BMI_USDT 2021-05-15 15:36:59.449017  59257.082216845  1.431        1.431   \n",
       " 1  BMI_USDT 2021-05-15 15:37:13.762682  59240.164002888  1.431        1.431   \n",
       " 2  BMI_USDT 2021-05-15 15:37:27.148195  59240.164002888  1.431        0.000   \n",
       " 3  BMI_USDT 2021-05-15 15:37:40.406192  59240.164002888  1.431        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SLICE_USDT':        Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SLICE_USDT 2021-05-15 15:36:59.449017  29287.717803576  0.918        0.918   \n",
       " 1  SLICE_USDT 2021-05-15 15:37:13.762682  29302.570613723  0.918        0.918   \n",
       " 2  SLICE_USDT 2021-05-15 15:37:27.148195  29302.570613723  0.918        0.000   \n",
       " 3  SLICE_USDT 2021-05-15 15:37:40.406192  29302.570613723  0.918        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GXS_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  GXS_USDT 2021-05-15 15:36:59.449017  1320735.4883933  1.3094       1.3094   \n",
       " 1  GXS_USDT 2021-05-15 15:37:13.762682  1320735.4883933  1.3094       1.3094   \n",
       " 2  GXS_USDT 2021-05-15 15:37:27.148195  1320735.4883933  1.3192       0.0098   \n",
       " 3  GXS_USDT 2021-05-15 15:37:40.406192  1320736.3871933  1.3192       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.007429  \n",
       " 3             0.000000  ,\n",
       " 'ICX_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ICX_USDT 2021-05-15 15:36:59.449017  54920.138638304  2.0381       2.0381   \n",
       " 1  ICX_USDT 2021-05-15 15:37:13.762682  54920.138638304  2.0381       2.0381   \n",
       " 2  ICX_USDT 2021-05-15 15:37:27.148195   54911.70916701  2.0381       0.0000   \n",
       " 3  ICX_USDT 2021-05-15 15:37:40.406192   54911.70916701  2.0392       0.0011   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3             0.000539  ,\n",
       " 'SOP_USDT':      Symbol                  Timestamp             Volume    Price  \\\n",
       " 0  SOP_USDT 2021-05-15 15:36:59.449017  28200369.49804592  0.00014   \n",
       " 1  SOP_USDT 2021-05-15 15:37:13.762682  28200369.49804592  0.00014   \n",
       " 2  SOP_USDT 2021-05-15 15:37:27.148195  28200369.49804592  0.00014   \n",
       " 3  SOP_USDT 2021-05-15 15:37:40.406192  28200369.49804592  0.00014   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.00014                  1.0  \n",
       " 1      0.00014                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'POLK_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  POLK_USDT 2021-05-15 15:36:59.449017  136567.71667521  1.229        1.229   \n",
       " 1  POLK_USDT 2021-05-15 15:37:13.762682  136567.71667521  1.226        1.226   \n",
       " 2  POLK_USDT 2021-05-15 15:37:27.148195  136567.71667521  1.226        0.000   \n",
       " 3  POLK_USDT 2021-05-15 15:37:40.406192  136567.71667521  1.226        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SFI_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  SFI_USDT 2021-05-15 15:36:59.449017  26.026272927355  1106.65      1106.65   \n",
       " 1  SFI_USDT 2021-05-15 15:37:13.762682  26.026272927355  1106.65      1106.65   \n",
       " 2  SFI_USDT 2021-05-15 15:37:27.148195  26.028573906159  1106.65         0.00   \n",
       " 3  SFI_USDT 2021-05-15 15:37:40.406192  26.028573906159  1106.65         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MDT_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  MDT_USDT 2021-05-15 15:36:59.449017  2189294.3220886  0.05746      0.05746   \n",
       " 1  MDT_USDT 2021-05-15 15:37:13.762682  2181976.8238486  0.05743      0.05743   \n",
       " 2  MDT_USDT 2021-05-15 15:37:27.148195  2181976.8238486  0.05743      0.00000   \n",
       " 3  MDT_USDT 2021-05-15 15:37:40.406192  2181976.8238486  0.05743      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'TRU_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  TRU_USDT 2021-05-15 15:36:59.449017  60843.867729548  0.3562       0.3562   \n",
       " 1  TRU_USDT 2021-05-15 15:37:13.762682  60831.029095222  0.3562       0.3562   \n",
       " 2  TRU_USDT 2021-05-15 15:37:27.148195  60831.029095222  0.3563       0.0001   \n",
       " 3  TRU_USDT 2021-05-15 15:37:40.406192  60831.029095222  0.3563       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000281  \n",
       " 3             0.000000  ,\n",
       " 'FAR_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FAR_USDT 2021-05-15 15:36:59.449017  158795.03530636  0.1786       0.1786   \n",
       " 1  FAR_USDT 2021-05-15 15:37:13.762682  165215.30125506  0.1786       0.1786   \n",
       " 2  FAR_USDT 2021-05-15 15:37:27.148195  165215.30125506  0.1786       0.0000   \n",
       " 3  FAR_USDT 2021-05-15 15:37:40.406192  165215.30125506  0.1786       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KIF_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  KIF_USDT 2021-05-15 15:36:59.449017  893.03959218132  146.7        146.7   \n",
       " 1  KIF_USDT 2021-05-15 15:37:13.762682  890.57719218132  146.7        146.7   \n",
       " 2  KIF_USDT 2021-05-15 15:37:27.148195  890.57719218132  146.7          0.0   \n",
       " 3  KIF_USDT 2021-05-15 15:37:40.406192  890.57719218132  146.7          0.0   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'GTH_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  GTH_USDT 2021-05-15 15:36:59.449017  123891.28990733  0.21191      0.21191   \n",
       " 1  GTH_USDT 2021-05-15 15:37:13.762682  123850.65329216  0.21177      0.21177   \n",
       " 2  GTH_USDT 2021-05-15 15:37:27.148195  123850.65329216  0.21177      0.00000   \n",
       " 3  GTH_USDT 2021-05-15 15:37:40.406192  123850.65329216  0.21177      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'RARI_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  RARI_USDT 2021-05-15 15:36:59.449017  44280.926008663  17.066       17.066   \n",
       " 1  RARI_USDT 2021-05-15 15:37:13.762682  44096.330008663  17.088       17.088   \n",
       " 2  RARI_USDT 2021-05-15 15:37:27.148195  44096.330008663  17.088        0.000   \n",
       " 3  RARI_USDT 2021-05-15 15:37:40.406192  44096.330008663  17.088        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CRT_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  CRT_USDT 2021-05-15 15:36:59.449017  77522.822864367  0.3234       0.3234   \n",
       " 1  CRT_USDT 2021-05-15 15:37:13.762682  77799.375300173  0.3223       0.3223   \n",
       " 2  CRT_USDT 2021-05-15 15:37:27.148195  77799.375300173  0.3222      -0.0001   \n",
       " 3  CRT_USDT 2021-05-15 15:37:40.406192  77799.375300173  0.3222       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0              1.00000  \n",
       " 1              1.00000  \n",
       " 2             -0.00031  \n",
       " 3              0.00000  ,\n",
       " 'STPT_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  STPT_USDT 2021-05-15 15:36:59.449017  1144983.6317509  0.07046   \n",
       " 1  STPT_USDT 2021-05-15 15:37:13.762682  1146502.1001715  0.07032   \n",
       " 2  STPT_USDT 2021-05-15 15:37:27.148195  1146502.1001715  0.07032   \n",
       " 3  STPT_USDT 2021-05-15 15:37:40.406192  1146502.1001715  0.07049   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07046             1.000000  \n",
       " 1      0.07032             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3      0.00017             0.002412  ,\n",
       " 'ABBC_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ABBC_USDT 2021-05-15 15:36:59.449017  527239.65945421  0.3715       0.3715   \n",
       " 1  ABBC_USDT 2021-05-15 15:37:13.762682  527262.83505421  0.3728       0.3728   \n",
       " 2  ABBC_USDT 2021-05-15 15:37:27.148195  527262.83505421  0.3728       0.0000   \n",
       " 3  ABBC_USDT 2021-05-15 15:37:40.406192  527262.83505421  0.3728       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'HAI_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  HAI_USDT 2021-05-15 15:36:59.449017  1599063.3098806  0.20801      0.20801   \n",
       " 1  HAI_USDT 2021-05-15 15:37:13.762682  1599833.7710806  0.20802      0.20802   \n",
       " 2  HAI_USDT 2021-05-15 15:37:27.148195  1599833.7710806  0.20802      0.00000   \n",
       " 3  HAI_USDT 2021-05-15 15:37:40.406192  1599833.7710806  0.20800     -0.00002   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.000096  ,\n",
       " 'SUSD_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SUSD_USDT 2021-05-15 15:36:59.449017  32915.007497744  1.0238       1.0238   \n",
       " 1  SUSD_USDT 2021-05-15 15:37:13.762682  32936.614112652  1.0238       1.0238   \n",
       " 2  SUSD_USDT 2021-05-15 15:37:27.148195  32936.614112652  1.0238       0.0000   \n",
       " 3  SUSD_USDT 2021-05-15 15:37:40.406192  32936.614112652  1.0238       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SUKU_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SUKU_USDT 2021-05-15 15:36:59.449017  97411.426281336  0.5141       0.5141   \n",
       " 1  SUKU_USDT 2021-05-15 15:37:13.762682  97505.105339195  0.5144       0.5144   \n",
       " 2  SUKU_USDT 2021-05-15 15:37:27.148195  97505.105339195  0.5144       0.0000   \n",
       " 3  SUKU_USDT 2021-05-15 15:37:40.406192  97505.105339195  0.5144       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'DDD_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  DDD_USDT 2021-05-15 15:36:59.449017   5556148.622898  0.009223   \n",
       " 1  DDD_USDT 2021-05-15 15:37:13.762682  5557858.7937159  0.009097   \n",
       " 2  DDD_USDT 2021-05-15 15:37:27.148195  5557858.7937159  0.009097   \n",
       " 3  DDD_USDT 2021-05-15 15:37:40.406192  5557858.7937159  0.009097   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.009223                  1.0  \n",
       " 1     0.009097                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'KSM3S_USDT':        Symbol                  Timestamp       Volume   Price  Price_Delta  \\\n",
       " 0  KSM3S_USDT 2021-05-15 15:36:59.449017  26995.31728  0.0834       0.0834   \n",
       " 1  KSM3S_USDT 2021-05-15 15:37:13.762682  26988.53728  0.0839       0.0839   \n",
       " 2  KSM3S_USDT 2021-05-15 15:37:27.148195  26988.53728  0.0839       0.0000   \n",
       " 3  KSM3S_USDT 2021-05-15 15:37:40.406192  26988.53728  0.0839       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'KIMCHI_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  KIMCHI_USDT 2021-05-15 15:36:59.449017  1049869.1132839  0.07951   \n",
       " 1  KIMCHI_USDT 2021-05-15 15:37:13.762682  1049961.0392607  0.07951   \n",
       " 2  KIMCHI_USDT 2021-05-15 15:37:27.148195  1049961.0392607  0.07951   \n",
       " 3  KIMCHI_USDT 2021-05-15 15:37:40.406192  1049961.0392607  0.07946   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.07951             1.000000  \n",
       " 1      0.07951             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00005            -0.000629  ,\n",
       " 'DFND_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  DFND_USDT 2021-05-15 15:36:59.449017  804396.57987254  0.03361   \n",
       " 1  DFND_USDT 2021-05-15 15:37:13.762682  804421.50769564  0.03362   \n",
       " 2  DFND_USDT 2021-05-15 15:37:27.148195  804421.50769564  0.03362   \n",
       " 3  DFND_USDT 2021-05-15 15:37:40.406192  804421.50769564  0.03362   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.03361                  1.0  \n",
       " 1      0.03362                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'TVK_USDT':      Symbol                  Timestamp          Volume   Price  Price_Delta  \\\n",
       " 0  TVK_USDT 2021-05-15 15:36:59.449017  336772.1661398  0.3973       0.3973   \n",
       " 1  TVK_USDT 2021-05-15 15:37:13.762682  336774.9849398  0.3973       0.3973   \n",
       " 2  TVK_USDT 2021-05-15 15:37:27.148195  336774.9849398  0.4004       0.0031   \n",
       " 3  TVK_USDT 2021-05-15 15:37:40.406192  336774.9849398  0.3984      -0.0020   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.007742  \n",
       " 3            -0.005020  ,\n",
       " 'XRP5L_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  XRP5L_USDT 2021-05-15 15:36:59.449017  96959690.794608  0.01145   \n",
       " 1  XRP5L_USDT 2021-05-15 15:37:13.762682  96959690.794608  0.01136   \n",
       " 2  XRP5L_USDT 2021-05-15 15:37:27.148195  96959690.794608  0.01132   \n",
       " 3  XRP5L_USDT 2021-05-15 15:37:40.406192  96959690.794608  0.01132   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.01145             1.000000  \n",
       " 1      0.01136             1.000000  \n",
       " 2     -0.00004            -0.003534  \n",
       " 3      0.00000             0.000000  ,\n",
       " 'STRONG_USDT':         Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  STRONG_USDT 2021-05-15 15:36:59.449017  220.67885037114  143.03   \n",
       " 1  STRONG_USDT 2021-05-15 15:37:13.762682  220.71637486009  141.72   \n",
       " 2  STRONG_USDT 2021-05-15 15:37:27.148195  220.71637486009  141.72   \n",
       " 3  STRONG_USDT 2021-05-15 15:37:40.406192  220.71637486009  141.72   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       143.03                  1.0  \n",
       " 1       141.72                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'XEM_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XEM_USDT 2021-05-15 15:36:59.449017  1514134.8318284  0.3091       0.3091   \n",
       " 1  XEM_USDT 2021-05-15 15:37:13.762682  1514172.4212196  0.3095       0.3095   \n",
       " 2  XEM_USDT 2021-05-15 15:37:27.148195  1514172.4212196  0.3095       0.0000   \n",
       " 3  XEM_USDT 2021-05-15 15:37:40.406192  1514172.4212196  0.3095       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'STEP_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  STEP_USDT 2021-05-15 15:36:59.449017  63143.875997242  1.455        1.455   \n",
       " 1  STEP_USDT 2021-05-15 15:37:13.762682  63143.875997242  1.454        1.454   \n",
       " 2  STEP_USDT 2021-05-15 15:37:27.148195  63143.875997242  1.454        0.000   \n",
       " 3  STEP_USDT 2021-05-15 15:37:40.406192  63143.875997242  1.454        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'OST_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  OST_USDT 2021-05-15 15:36:59.449017  615645.50926634  0.03414      0.03414   \n",
       " 1  OST_USDT 2021-05-15 15:37:13.762682  615645.50926634  0.03416      0.03416   \n",
       " 2  OST_USDT 2021-05-15 15:37:27.148195  615645.50926634  0.03416      0.00000   \n",
       " 3  OST_USDT 2021-05-15 15:37:40.406192  615645.50926634  0.03416      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SOL3S_USDT':        Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  SOL3S_USDT 2021-05-15 15:36:59.449017  699055.61576614  0.02626   \n",
       " 1  SOL3S_USDT 2021-05-15 15:37:13.762682  699055.61576614  0.02626   \n",
       " 2  SOL3S_USDT 2021-05-15 15:37:27.148195  699055.61576614  0.02626   \n",
       " 3  SOL3S_USDT 2021-05-15 15:37:40.406192  699055.61576614  0.02626   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.02626                  1.0  \n",
       " 1      0.02626                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'SMT_USDT':      Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SMT_USDT 2021-05-15 15:36:59.449017  6717050.4018383  0.007985   \n",
       " 1  SMT_USDT 2021-05-15 15:37:13.762682  6715465.6828512  0.007985   \n",
       " 2  SMT_USDT 2021-05-15 15:37:27.148195  6715465.6828512  0.007985   \n",
       " 3  SMT_USDT 2021-05-15 15:37:40.406192  6715465.6828512  0.007985   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.007985                  1.0  \n",
       " 1     0.007985                  1.0  \n",
       " 2     0.000000                  0.0  \n",
       " 3     0.000000                  0.0  ,\n",
       " 'ALPA_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  ALPA_USDT 2021-05-15 15:36:59.449017  663646.66964619  1.1305       1.1305   \n",
       " 1  ALPA_USDT 2021-05-15 15:37:13.762682  663770.65244619  1.1303       1.1303   \n",
       " 2  ALPA_USDT 2021-05-15 15:37:27.148195  663770.65244619  1.1303       0.0000   \n",
       " 3  ALPA_USDT 2021-05-15 15:37:40.406192  663770.65244619  1.1303       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'SNOW_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  SNOW_USDT 2021-05-15 15:36:59.449017  744.37596159332  29.71        29.71   \n",
       " 1  SNOW_USDT 2021-05-15 15:37:13.762682  743.59046870292  29.71        29.71   \n",
       " 2  SNOW_USDT 2021-05-15 15:37:27.148195  743.59046870292  29.71         0.00   \n",
       " 3  SNOW_USDT 2021-05-15 15:37:40.406192  743.59046870292  29.51        -0.20   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.000000  \n",
       " 3            -0.006777  ,\n",
       " 'MOBI_USDT':       Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  MOBI_USDT 2021-05-15 15:36:59.449017  570788.16250784  0.040115   \n",
       " 1  MOBI_USDT 2021-05-15 15:37:13.762682  570489.21309517  0.040115   \n",
       " 2  MOBI_USDT 2021-05-15 15:37:27.148195  570489.21309517  0.039789   \n",
       " 3  MOBI_USDT 2021-05-15 15:37:40.406192  570489.21309517  0.039789   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.040115             1.000000  \n",
       " 1     0.040115             1.000000  \n",
       " 2    -0.000326            -0.008193  \n",
       " 3     0.000000             0.000000  ,\n",
       " 'CVC3S_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  CVC3S_USDT 2021-05-15 15:36:59.449017  133578.30937157  0.2167   \n",
       " 1  CVC3S_USDT 2021-05-15 15:37:13.762682  133578.30937157  0.2164   \n",
       " 2  CVC3S_USDT 2021-05-15 15:37:27.148195  133593.84779026  0.2164   \n",
       " 3  CVC3S_USDT 2021-05-15 15:37:40.406192  133593.84779026  0.2163   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2167             1.000000  \n",
       " 1       0.2164             1.000000  \n",
       " 2       0.0000             0.000000  \n",
       " 3      -0.0001            -0.000462  ,\n",
       " 'SUTER_USDT':        Symbol                  Timestamp           Volume     Price  \\\n",
       " 0  SUTER_USDT 2021-05-15 15:36:59.449017   4207760.313701  0.013037   \n",
       " 1  SUTER_USDT 2021-05-15 15:37:13.762682  4208311.3603489  0.012946   \n",
       " 2  SUTER_USDT 2021-05-15 15:37:27.148195  4208311.3603489  0.012946   \n",
       " 3  SUTER_USDT 2021-05-15 15:37:40.406192  4208311.3603489  0.012953   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0     0.013037              1.00000  \n",
       " 1     0.012946              1.00000  \n",
       " 2     0.000000              0.00000  \n",
       " 3     0.000007              0.00054  ,\n",
       " 'HNT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  HNT_USDT 2021-05-15 15:36:59.449017  21037.698545082  14.67        14.67   \n",
       " 1  HNT_USDT 2021-05-15 15:37:13.762682  21044.553473082  14.67        14.67   \n",
       " 2  HNT_USDT 2021-05-15 15:37:27.148195  21044.553473082  14.67         0.00   \n",
       " 3  HNT_USDT 2021-05-15 15:37:40.406192  21044.553473082  14.67         0.00   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " '88MPH_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  88MPH_USDT 2021-05-15 15:36:59.449017  295.50741207372  129.94   \n",
       " 1  88MPH_USDT 2021-05-15 15:37:13.762682  295.88810857376  129.94   \n",
       " 2  88MPH_USDT 2021-05-15 15:37:27.148195  295.88810857376  129.94   \n",
       " 3  88MPH_USDT 2021-05-15 15:37:40.406192  295.88810857376  129.94   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       129.94                  1.0  \n",
       " 1       129.94                  1.0  \n",
       " 2         0.00                  0.0  \n",
       " 3         0.00                  0.0  ,\n",
       " 'UFT_USDT':      Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  UFT_USDT 2021-05-15 15:36:59.449017  25711.842977559  1.402        1.402   \n",
       " 1  UFT_USDT 2021-05-15 15:37:13.762682  25727.030468471  1.402        1.402   \n",
       " 2  UFT_USDT 2021-05-15 15:37:27.148195  25727.030468471  1.404        0.002   \n",
       " 3  UFT_USDT 2021-05-15 15:37:40.406192  25727.030468471  1.404        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.001425  \n",
       " 3             0.000000  ,\n",
       " 'XEND_USDT':       Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  XEND_USDT 2021-05-15 15:36:59.449017   137251.3277356  0.7385       0.7385   \n",
       " 1  XEND_USDT 2021-05-15 15:37:13.762682  137374.82417493  0.7387       0.7387   \n",
       " 2  XEND_USDT 2021-05-15 15:37:27.148195  137374.82417493  0.7453       0.0066   \n",
       " 3  XEND_USDT 2021-05-15 15:37:40.406192  137374.82417493  0.7584       0.0131   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0             1.000000  \n",
       " 1             1.000000  \n",
       " 2             0.008855  \n",
       " 3             0.017273  ,\n",
       " 'BCUG_USDT':       Symbol                  Timestamp           Volume  Price  Price_Delta  \\\n",
       " 0  BCUG_USDT 2021-05-15 15:36:59.449017   10562.61839513  3.977        3.977   \n",
       " 1  BCUG_USDT 2021-05-15 15:37:13.762682  10570.547948943  3.977        3.977   \n",
       " 2  BCUG_USDT 2021-05-15 15:37:27.148195  10570.547948943  3.977        0.000   \n",
       " 3  BCUG_USDT 2021-05-15 15:37:40.406192  10570.547948943  3.977        0.000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'FXF_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  FXF_USDT 2021-05-15 15:36:59.449017  53608.642523669  0.7040       0.7040   \n",
       " 1  FXF_USDT 2021-05-15 15:37:13.762682  53611.877791354  0.7041       0.7041   \n",
       " 2  FXF_USDT 2021-05-15 15:37:27.148195  53611.877791354  0.7041       0.0000   \n",
       " 3  FXF_USDT 2021-05-15 15:37:40.406192  53611.877791354  0.7041       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'MDS_USDT':      Symbol                  Timestamp           Volume    Price  Price_Delta  \\\n",
       " 0  MDS_USDT 2021-05-15 15:36:59.449017  2744590.3485483  0.01093      0.01093   \n",
       " 1  MDS_USDT 2021-05-15 15:37:13.762682   2743940.913635  0.01093      0.01093   \n",
       " 2  MDS_USDT 2021-05-15 15:37:27.148195   2743940.913635  0.01093      0.00000   \n",
       " 3  MDS_USDT 2021-05-15 15:37:40.406192   2743940.913635  0.01093      0.00000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  ,\n",
       " 'CHAIN_USDT':        Symbol                  Timestamp           Volume   Price  \\\n",
       " 0  CHAIN_USDT 2021-05-15 15:36:59.449017  254958.25066612  0.2743   \n",
       " 1  CHAIN_USDT 2021-05-15 15:37:13.762682  254958.25066612  0.2724   \n",
       " 2  CHAIN_USDT 2021-05-15 15:37:27.148195  254958.25066612  0.2744   \n",
       " 3  CHAIN_USDT 2021-05-15 15:37:40.406192  254958.25066612  0.2744   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0       0.2743             1.000000  \n",
       " 1       0.2724             1.000000  \n",
       " 2       0.0020             0.007289  \n",
       " 3       0.0000             0.000000  ,\n",
       " 'LAMB_USDT':       Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  LAMB_USDT 2021-05-15 15:36:59.449017  909005.50223882  0.06302   \n",
       " 1  LAMB_USDT 2021-05-15 15:37:13.762682  909331.34259898  0.06302   \n",
       " 2  LAMB_USDT 2021-05-15 15:37:27.148195  909331.34259898  0.06302   \n",
       " 3  LAMB_USDT 2021-05-15 15:37:40.406192  909331.34259898  0.06302   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.06302                  1.0  \n",
       " 1      0.06302                  1.0  \n",
       " 2      0.00000                  0.0  \n",
       " 3      0.00000                  0.0  ,\n",
       " 'GRIN3S_USDT':         Symbol                  Timestamp           Volume    Price  \\\n",
       " 0  GRIN3S_USDT 2021-05-15 15:36:59.449017  95384.528122605  0.17397   \n",
       " 1  GRIN3S_USDT 2021-05-15 15:37:13.762682  95494.576962975  0.17397   \n",
       " 2  GRIN3S_USDT 2021-05-15 15:37:27.148195  95494.576962975  0.17397   \n",
       " 3  GRIN3S_USDT 2021-05-15 15:37:40.406192  95494.576962975  0.17293   \n",
       " \n",
       "    Price_Delta  Price_Delta_Percent  \n",
       " 0      0.17397             1.000000  \n",
       " 1      0.17397             1.000000  \n",
       " 2      0.00000             0.000000  \n",
       " 3     -0.00104            -0.006014  ,\n",
       " 'SKL_USDT':      Symbol                  Timestamp           Volume   Price  Price_Delta  \\\n",
       " 0  SKL_USDT 2021-05-15 15:36:59.449017  523293.61043585  0.5195       0.5195   \n",
       " 1  SKL_USDT 2021-05-15 15:37:13.762682  519784.22003585  0.5195       0.5195   \n",
       " 2  SKL_USDT 2021-05-15 15:37:27.148195  519784.22003585  0.5195       0.0000   \n",
       " 3  SKL_USDT 2021-05-15 15:37:40.406192  519784.22003585  0.5195       0.0000   \n",
       " \n",
       "    Price_Delta_Percent  \n",
       " 0                  1.0  \n",
       " 1                  1.0  \n",
       " 2                  0.0  \n",
       " 3                  0.0  }"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s = 10 # API request interval in seconds\n",
    "currency_pair = '' # currency pair (optional)\n",
    "runs = 4 # number of data points to fetch\n",
    "\n",
    "df_list = request_data(runs, currency_pair, s)\n",
    "df_list # list that contains one dataframe per currency"
   ]
  }
 ],
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