diff --git a/README.md b/README.md
index 25b1166..bd547d1 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,6 @@
-# Project title
-Project description
\ No newline at end of file
+# Net Flows Research
+
+_Note: this project is still in progress. Data, methodology and outputs may change without warning._
+
+This repository contains the code and data for ONE's research on the net flows (concessional and non-concessional)
+received by developing countries.
\ No newline at end of file
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+idna = "*"
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+sniffio = ">=1.3.0"
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+
+[[package]]
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+
+[[package]]
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+version = "4.9.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
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+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
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+[package.extras]
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+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "wbgapi"
+version = "1.0.12"
+description = "wbgapi provides a comprehensive interface to the World Bank's data and metadata APIs"
+optional = false
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+[[package]]
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+description = "Library provides the way to automatically manage drivers for different browsers"
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+python-dotenv = "*"
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+
+[[package]]
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+version = "0.7.4"
+description = "Python client to download IMF World Economic Outlook (WEO) dataset as pandas dataframes."
+optional = false
+python-versions = ">=3.7.13"
+files = [
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+[[package]]
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+[package.dependencies]
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+
+[[package]]
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+version = "2.0.1"
+description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
+    {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
+]
+
+[package.extras]
+build = ["twine", "wheel"]
+docs = ["sphinx"]
+test = ["pytest", "pytest-cov"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "c69669a37b905b1c8e65ad23985144cad9edb2cbe414e9b8c88a70b6f9e27d3e"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..30f942c
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,20 @@
+[tool.poetry]
+name = "scripts"
+version = "1"
+description = "Tools to assess the net flows to developing countries"
+authors = ["Jorge Rivera <jorge.rivera@one.org>"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.10"
+bblocks = "^1.2.1"
+pandas = "^2.1.4"
+numpy = "^1.26.3"
+pyarrow = "^14.0.2"
+oda-data = "^1.0.11"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/raw_data/ids_data/DT.DIS.BLAT.CD_2010-2022.feather b/raw_data/ids_data/DT.DIS.BLAT.CD_2010-2022.feather
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diff --git a/raw_data/ids_data/DT.DIS.PROP.CD_2010-2022.feather b/raw_data/ids_data/DT.DIS.PROP.CD_2010-2022.feather
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diff --git a/raw_data/table2a_raw.feather b/raw_data/table2a_raw.feather
new file mode 100644
index 0000000..8309693
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diff --git a/scripts/CHANGELOG.MD b/scripts/CHANGELOG.MD
new file mode 100644
index 0000000..6fc48fc
--- /dev/null
+++ b/scripts/CHANGELOG.MD
@@ -0,0 +1,3 @@
+# 2024-01-18
+The repository was first created with the basic structure,
+dependency management, description, etc.
\ No newline at end of file
diff --git a/scripts/config.py b/scripts/config.py
index f02a0b1..aa81eee 100644
--- a/scripts/config.py
+++ b/scripts/config.py
@@ -1,3 +1,4 @@
+import logging
 from pathlib import Path
 
 
@@ -8,3 +9,30 @@ class Paths:
     raw_data = project / "raw_data"
     output = project / "output"
     scripts = project / "scripts"
+
+
+CONSTANT_BASE_YEAR: int = 2022
+PRICES_SOURCE: str = "imf"
+ANALYSIS_YEARS: tuple = (2010, 2022)
+
+# Create a root logger
+logger = logging.getLogger(__name__)
+
+# Create the terminal handler
+shell_handler = logging.StreamHandler()
+
+# Set levels for the logger, shell and file
+logger.setLevel(logging.DEBUG)
+shell_handler.setLevel(logging.DEBUG)
+
+# Format the outputs
+fmt_shell = "%(levelname)s %(message)s"
+
+# Create formatters
+shell_formatter = logging.Formatter(fmt_shell)
+
+# Add formatters to handlers
+shell_handler.setFormatter(shell_formatter)
+
+# Add handlers to the logger
+logger.addHandler(shell_handler)
diff --git a/scripts/data/README.md b/scripts/data/README.md
new file mode 100644
index 0000000..da84f64
--- /dev/null
+++ b/scripts/data/README.md
@@ -0,0 +1,9 @@
+# Data
+This module contains scripts to get and process the data used in the analysis. 
+
+## inflows.py
+This script downloads and processes the data debt inflows from the 
+World Bank's [International Debt Statistics](https://datacatalog.worldbank.org/dataset/international-debt-statistics)
+database. 
+
+The data is saved in the `raw_data` folder. The processed data is saved in the `output` folder.
\ No newline at end of file
diff --git a/requirements.txt b/scripts/data/__init__.py
similarity index 100%
rename from requirements.txt
rename to scripts/data/__init__.py
diff --git a/scripts/data/common.py b/scripts/data/common.py
new file mode 100644
index 0000000..72b529d
--- /dev/null
+++ b/scripts/data/common.py
@@ -0,0 +1,180 @@
+import logging
+
+import pandas as pd
+from bblocks import convert_id
+
+logging.getLogger("country_converter").setLevel(logging.ERROR)
+
+def multilateral_mapping() -> dict:
+    return {
+        "African Dev. Bank": "African Development Bank",
+        "African Export-Import Bank": "African Export Import Bank",
+        "Arab African International Bank": "Arab African International Bank",
+        "Arab Bank for Economic Dev. in Africa (BADEA)": (
+            "Arab Bank for Economic Development in Africa"
+        ),
+        "Arab Fund for Tech. Assist. to African Countries": (
+            "Arab Fund for Technical Assistance to African Countries"
+        ),
+        "Arab International Bank": "Arab International Bank",
+        "Arab League": "Arab League",
+        "Arab Monetary Fund": "Arab Monetary Fund",
+        "Arab Towns Organization (ATO)": "Arab Towns Organization",
+        "Asian Dev. Bank": "Asian Development Bank",
+        "Asian Infrastructure Investment Bank": "Asian Infrastructure Investment Bank",
+        "Bank for International Settlements (BIS)": "Bank for International Settlements",
+        "Bolivarian Alliance for the Americas (ALBA)": (
+            "Bolivarian Alliance for the Americas"
+        ),
+        "Caribbean Community (CARICOM)": "Caribbean Community",
+        "Caribbean Dev. Bank": "Caribbean Development Bank",
+        "Center for Latin American Monetary Studies (CEMLA)": (
+            "Center for Latin American Monetary Studies"
+        ),
+        "Central American Bank for Econ. Integ. (CABEI)": (
+            "Central American Bank for Economic Integration"
+        ),
+        "Central American Bank for Econ. Integration (BCIE)": (
+            "Central American Bank for Economic Integration"
+        ),
+        "Central Bank of West African States (BCEAO)": (
+            "Central Bank of West African States"
+        ),
+        "Corporacion Andina de Fomento": "Corporacion Andina de Fomento",
+        "Council of Europe": "Council of Europe",
+        "Dev. Bank of the Central African States (BDEAC)": (
+            "Development Bank of the Central African States"
+        ),
+        "East African Community": "East African Community",
+        "Eastern & Southern African Trade & Dev. Bank (TDB)": (
+            "Eastern and Southern African Trade and Development Bank"
+        ),
+        "ECO Trade and Dev. Bank": "ECO Trade and Development Bank",
+        "Econ. Comm. of the Great Lakes Countries (ECGLC)": (
+            "Economic Community of the Great Lakes Countries"
+        ),
+        "Economic Community of West African States (ECOWAS)": (
+            "Economic Community of West African States"
+        ),
+        "Eurasian Development Bank": "Eurasian Development Bank",
+        "EUROFIMA": "EUROFIMA",
+        "European Bank for Reconstruction and Dev. (EBRD)": (
+            "European Bank for Reconstruction and Development"
+        ),
+        "European Coal and Steel Community (ECSC)": (
+            "European Coal and Steel Community"
+        ),
+        "European Development Fund (EDF)": "European Development Fund",
+        "European Economic Community (EEC)": "European Economic Community",
+        "European Free Trade Association (EFTA)": "European Free Trade Association",
+        "European Investment Bank": "European Investment Bank",
+        "European Relief Fund": "European Relief Fund",
+        "European Social Fund (ESF)": "European Social Fund",
+        "European Union": "European Union",
+        "Fondo Latinoamericano de Reservas (FLAR)": "Fondo Latinoamericano de Reservas",
+        "Food and Agriculture Organization (FAO)": "Food and Agriculture Organization",
+        "Foreign Trade Bank of Latin America (BLADEX)": (
+            "Foreign Trade Bank of Latin America"
+        ),
+        "Global Environment Facility": "Global Environment Facility",
+        "Inter-American Dev. Bank": "Inter-American Development Bank",
+        "International Bank for Economic Cooperation (IBEC)": (
+            "International Bank for Economic Cooperation"
+        ),
+        "International Coffee Organization (ICO)": "International Coffee Organization",
+        "International Finance Corporation": "International Finance Corporation",
+        "International Fund for Agricultural Dev.": (
+            "International Fund for Agricultural Development"
+        ),
+        "International Investment Bank (IIB)": "International Investment Bank",
+        "International Labour Organization (ILO)": "International Labour Organization",
+        "International Monetary Fund": "International Monetary Fund",
+        "Islamic Dev. Bank": "Islamic Development Bank",
+        "Islamic Solidarity Fund for Dev. (ISFD)": "Islamic Solidarity Fund for Development",
+        "Latin Amer. Conf. of Saving & Credit Coop. (COLAC)": (
+            "Latin American Conference of Saving and Credit Cooperation"
+        ),
+        "Latin American Agribusiness Dev. Corp. (LAAD)": (
+            "Latin American Agribusiness Development Corporation"
+        ),
+        "Montreal Protocol Fund": "Montreal Protocol Fund",
+        "Nordic Development Fund": "Nordic Development Fund",
+        "Nordic Environment Finance Corporation (NEFCO)": "Nordic Environment Finance Corporation",
+        "Nordic Investment Bank": "Nordic Investment Bank",
+        "OPEC Fund for International Dev.": "OPEC Fund for International Development",
+        "Org. of Arab Petroleum Exporting Countries (OAPEC)": (
+            "Organization of Arab Petroleum Exporting Countries"
+        ),
+        "Plata Basin Financial Dev. Fund": "Plata Basin Financial Development Fund",
+        "South Asian Development Fund (SADF)": "South Asian Development Fund",
+        "UN-Children's Fund (UNICEF)": "UNICEF",
+        "UN-Development Fund for Women (UNIFEM)": "UN Development Fund for Women",
+        "UN-Development Programme (UNDP)": "UN Development Programme",
+        "UN-Educ., Scientific and Cultural Org. (UNESCO)": "UNESCO",
+        "UN-Environment Programme (UNEP)": "UN Environment Programme",
+        "UN-Fund for Drug Abuse Control (UNFDAC)": "UN Fund for Drug Abuse Control",
+        "UN-Fund for Human Rights": "UN Fund for Human Rights",
+        "UN-General Assembly (UNGA)": "UN General Assembly",
+        "UN-High Commissioner for Refugees (UNHCR)": "UN High Commissioner for Refugees",
+        "UN-Industrial Development Organization (UNIDO)": (
+            "UN Industrial Development Organization"
+        ),
+        "UN-INSTRAW": (
+            "UN International Research and Training Institute for the Advancement of Women"
+        ),
+        "UN-Office on Drugs and Crime (UNDCP)": "UN Office on Drugs and Crime",
+        "UN-Population Fund (UNFPA)": "UN Population Fund",
+        "UN-Regular Programme of Technical Assistance": (
+            "UN Regular Programme of Technical Assistance"
+        ),
+        "UN-Regular Programme of Technical Coop. (RPTC)": (
+            "UN Regular Programme of Technical Assistance"
+        ),
+        "UN-Relief and Works Agency (UNRWA)": "UN Relief and Works Agency",
+        "UN-UNETPSA": "UN UNETPSA",
+        "UN-World Food Programme (WFP)": "UN World Food Programme",
+        "UN-World Intellectual Property Organization": "UN World Intellectual Property Organization",
+        "UN-World Meteorological Organization": "UN World Meteorological Organization",
+        "West African Development Bank - BOAD": "West African Development Bank",
+        "West African Monetary Union (UMOA)": "West African Monetary Union",
+        "World Bank-IBRD": "WB International Bank for Reconstruction and Development",
+        "World Bank-IDA": "WB International Development Association",
+        "World Bank-MIGA": "WB Multilateral Investment Guarantee Agency",
+        "World Trade Organization": "World Trade Organization",
+    }
+
+
+def clean_debtors(df: pd.DataFrame, column) -> pd.DataFrame:
+    df["iso_code"] = convert_id(df[column], from_type="regex", to_type="ISO3")
+    df["continent"] = convert_id(df[column], from_type="regex", to_type="continent")
+    df[column] = convert_id(df[column], from_type="regex", to_type="name_short")
+
+    return df.set_index(["iso_code", column, "continent"]).reset_index()
+
+
+def clean_creditors(df: pd.DataFrame, column) -> pd.DataFrame:
+    additional_iso = {
+        "Korea, D.P.R. of": "PRK",
+        "German Dem. Rep.": "DEU",
+        "Neth. Antilles": "ANT",
+        "Yugoslavia": "YUG",
+    }
+    additional_names = {
+        "Korea, D.P.R. of": "North Korea",
+        "German Dem. Rep.": "Germany",
+        "Neth. Antilles": "Netherlands Antilles",
+    }
+    df["counterpart_iso_code"] = convert_id(
+        df[column],
+        from_type="regex",
+        to_type="ISO3",
+        additional_mapping=multilateral_mapping() | additional_iso,
+    )
+    df[column] = convert_id(
+        df[column],
+        from_type="regex",
+        to_type="name_short",
+        additional_mapping=multilateral_mapping() | additional_names,
+    )
+
+    return df
diff --git a/scripts/data/inflows.py b/scripts/data/inflows.py
new file mode 100644
index 0000000..ad135ca
--- /dev/null
+++ b/scripts/data/inflows.py
@@ -0,0 +1,177 @@
+""" DEBT INFLOWS FROM IDS """
+import pandas as pd
+from bblocks import set_bblocks_data_path, DebtIDS
+from scripts import config
+from scripts.data.common import clean_debtors, clean_creditors
+from oda_data import ODAData, set_data_path, read_dac2a
+
+# set the path for the raw data
+set_bblocks_data_path(config.Paths.raw_data)
+set_data_path(config.Paths.raw_data)
+
+disbursements_indicators: dict = {
+    "total": "DT.DIS.DPPG.CD",  #'DT.DIS.DPPG.CD'
+    "bilateral": ("DT.DIS.BLAT.CD", "DT.DIS.BLTC.CD"),
+    "multilateral": ("DT.DIS.MLAT.CD", "DT.DIS.MLTC.CD"),
+    "bonds": "DT.DIS.PBND.CD",
+    "banks": "DT.DIS.PCBK.CD",
+    "other_private": "DT.DIS.PROP.CD",
+}
+
+
+def clean_debt_inflows_output(data: pd.DataFrame) -> pd.DataFrame:
+    # replace bad characters
+    data["counterpart_area"] = data["counterpart_area"].str.replace(" ", "")
+
+    # clean debtors
+    data = clean_debtors(data, "country")
+
+    # clean creditors
+    data = clean_creditors(data, "counterpart_area")
+
+    return data
+
+
+def clean_grants_inflows_output(data: pd.DataFrame) -> pd.DataFrame:
+    data = data.filter(["year", "donor_name", "recipient_name", "prices", "value"])
+    # clean debtors
+    data = clean_debtors(data, "recipient_name")
+
+    # clean creditors
+    data = clean_creditors(data, "donor_name")
+
+    return data
+
+
+def _get_concessional_non_concessional(
+    start_year: int,
+    end_year: int,
+    total_indicator: str,
+    concessional_indicator: str,
+    indicator_prefix: str,
+) -> pd.DataFrame:
+    # Load indicators
+    ids = DebtIDS().load_data(
+        indicators=[total_indicator, concessional_indicator],
+        start_year=start_year,
+        end_year=end_year,
+    )
+
+    # Get total data and rename column
+    total = ids.get_data(total_indicator).rename(
+        columns={"value": f"{indicator_prefix}_total"}
+    )
+
+    # Get concessional data and rename column
+    concessional = ids.get_data(concessional_indicator).rename(
+        columns={"value": f"{indicator_prefix}_concessional"}
+    )
+
+    # Merge data
+    data = pd.merge(
+        total,
+        concessional,
+        on=["year", "country", "counterpart_area"],
+        how="left",
+        suffixes=("_total", "_concessional"),
+    )
+
+    # Calculate non concessional
+    data[f"{indicator_prefix}_non_concessional"] = data[
+        f"{indicator_prefix}_total"
+    ].fillna(0) - data[f"{indicator_prefix}_concessional"].fillna(0)
+
+    # Melt data
+    data = data.filter(
+        [
+            "year",
+            "country",
+            "counterpart_area",
+            f"{indicator_prefix}_concessional",
+            f"{indicator_prefix}_non_concessional",
+        ]
+    ).melt(
+        id_vars=["year", "country", "counterpart_area"],
+        var_name="indicator",
+        value_name="value",
+    )
+
+    return data
+
+
+def _filter_and_assign_indicator(df: pd.DataFrame, indicator: str) -> pd.DataFrame:
+    return df.filter(["year", "country", "counterpart_area", "value"]).assign(
+        indicator=indicator
+    )
+
+
+def get_debt_inflows() -> pd.DataFrame:
+    bilateral = _get_concessional_non_concessional(
+        start_year=config.ANALYSIS_YEARS[0],
+        end_year=config.ANALYSIS_YEARS[1],
+        total_indicator=disbursements_indicators["bilateral"][0],
+        concessional_indicator=disbursements_indicators["bilateral"][1],
+        indicator_prefix="bilateral",
+    )
+
+    multilateral = _get_concessional_non_concessional(
+        start_year=config.ANALYSIS_YEARS[0],
+        end_year=config.ANALYSIS_YEARS[1],
+        total_indicator=disbursements_indicators["multilateral"][0],
+        concessional_indicator=disbursements_indicators["multilateral"][1],
+        indicator_prefix="multilateral",
+    )
+
+    # get bonds, banks, and other private
+    ids = DebtIDS().load_data(
+        indicators=[
+            disbursements_indicators["bonds"],
+            disbursements_indicators["banks"],
+            disbursements_indicators["other_private"],
+        ],
+        start_year=config.ANALYSIS_YEARS[0],
+        end_year=config.ANALYSIS_YEARS[1],
+    )
+
+    # Get bonds data
+    bonds = ids.get_data(disbursements_indicators["bonds"]).pipe(
+        _filter_and_assign_indicator, "bonds"
+    )
+
+    # Get banks data
+    banks = ids.get_data(disbursements_indicators["banks"]).pipe(
+        _filter_and_assign_indicator, "banks"
+    )
+
+    # Get other private data
+    other_private = ids.get_data(disbursements_indicators["other_private"]).pipe(
+        _filter_and_assign_indicator, "other_private"
+    )
+
+    # combine
+    data = pd.concat(
+        [bilateral, multilateral, bonds, banks, other_private], ignore_index=True
+    ).pipe(clean_debt_inflows_output)
+
+    return data
+
+
+def get_grants_inflows(constant: bool = False) -> pd.DataFrame:
+    oda = ODAData(
+        years=range(config.ANALYSIS_YEARS[0], config.ANALYSIS_YEARS[1] + 1),
+        include_names=True,
+        base_year=config.CONSTANT_BASE_YEAR if constant else None,
+        prices="constant" if constant else "current",
+    )
+
+    oda.load_indicator("recipient_grants_flow")
+
+    data = oda.get_data()
+
+    return data.pipe(clean_grants_inflows_output)
+
+
+if __name__ == "__main__":
+    grants = get_grants_inflows()
+    # debt_inflows = get_debt_inflows()
+    ...
diff --git a/scripts/logger.py b/scripts/logger.py
deleted file mode 100644
index 72cd099..0000000
--- a/scripts/logger.py
+++ /dev/null
@@ -1,25 +0,0 @@
-import logging
-from scripts.config import Paths
-
-# Create a root logger
-logger = logging.getLogger(__name__)
-
-# Create the terminal handler
-shell_handler = logging.StreamHandler()
-
-# Set levels for the logger, shell and file
-logger.setLevel(logging.DEBUG)
-shell_handler.setLevel(logging.DEBUG)
-
-# Format the outputs
-fmt_file = "%(levelname)s (%(asctime)s): %(message)s"
-fmt_shell = "%(levelname)s [%(funcName)s:] %(message)s"
-
-# Create formatters
-shell_formatter = logging.Formatter(fmt_shell)
-
-# Add formatters to handlers
-shell_handler.setFormatter(shell_formatter)
-
-# Add handlers to the logger
-logger.addHandler(shell_handler)