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Creating a Stock Visualizer #481

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90 changes: 56 additions & 34 deletions README.md
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<sub><b>Noor Ahmed</b></sub>
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<a href="https://github.com/Khushi260">
<img src="https://avatars.githubusercontent.com/u/94845508?v=4" width="100;" alt="Khushi260"/>
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<sub><b>Khushi Jha</b></sub>
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<sub><b>Vallabh Chugh</b></sub>
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<sub><b>Abhishek Kushwaha</b></sub>
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<sub><b>Khushi Jha</b></sub>
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<sub><b>Null</b></sub>
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<sub><b>Aditya Tiwari</b></sub>
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<sub><b>Null</b></sub>
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<sub><b>Vedant Jolly</b></sub>
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<sub><b>Parinthapat P.</b></sub>
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<sub><b>Riya Roy</b></sub>
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<sub><b>Yash Indane</b></sub>
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<sub><b>Aswin Shailajan</b></sub>
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<sub><b>Aiman Aisha</b></sub>
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<sub><b>Heshanthaka</b></sub>
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<sub><b>KUMAR SANTOSH</b></sub>
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<sub><b>Raj Saha </b></sub>
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<sub><b>Riya Jaiswal</b></sub>
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<sub><b>Anjali Chauhan</b></sub>
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<sub><b>Arpit Bhardwaj</b></sub>
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<sub><b>Yash Nilesh Brid</b></sub>
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<sub><b>Michele Mazza</b></sub>
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<sub><b>Mubeen Ahmad</b></sub>
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<sub><b>Sameer Sahu</b></sub>
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10 changes: 10 additions & 0 deletions scripts/StockVisualizer/README.md
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# Stock Visualizer

## About
A stock visualizer, that uses the Yahoo Finance library to create a customizable graph for the user to see.
It will ask the user for input, specifically for the stock symbol, and the start and end dates in the form (YYYY-MM-DD).
Then, it will output a graph with those specifications.
### Input Queried from User
![](assets/input.png)
### Output Graph Generated
![](assets/output.png)
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33 changes: 33 additions & 0 deletions scripts/StockVisualizer/stock.py
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import pandas as pd
import yfinance as yf
import matplotlib.pyplot as plt

def get_df(ticker, start_date, end_date):
stock = yf.Ticker(ticker)
df = stock.history(start=start_date, end=end_date)
return df

def plot(df, ticker):
plt.figure(figsize=(14, 8))
plt.plot(df['Close'])
plt.title(f'{ticker} Stock Price')
plt.xlabel('Date')
plt.ylabel('Price (USD)')
plt.grid()
plt.show()

def user_input():
ticker = input('Stock Symbol: ')
start_date = input('Start Date (YYYY-MM-DD): ')
end_date = input('End Date (YYYY-MM-DD): ')
return ticker, start_date, end_date

def stock_visualizer():
ticker, start_date, end_date = user_input()
df = get_df(ticker, start_date, end_date)
plot(df, ticker)





18 changes: 18 additions & 0 deletions scripts/StockVisualizer/tests/tests.py
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import yfinance as yf
from stock import (
get_df,
plot,
user_input,
stock_visualizer
)

def test_df():
stock = yf.Ticker("MSFT")
assert (get_df(stock, "2023-01-01", "2023-02-01") != None)

def test_plot():
stock = yf.Ticker("MSFT")
df = get_df(stock, "2023-01-01", "2023-02-01")
assert(plot(df, stock) != None)