yuvenalmash/Data_Analysis_Project

Data_Analysis_Project

Project Description

This project shows the analysis of the data of World Economic Outlook Database from International Monetary Fund (IMF) website.

Features

• Top 10 countries GDP per capita growth over the last decade. #1_GDP_Per_Capita_Growth
• Draw OECD countries' "Population" growth over the last decade. #2_OECD_Population_Growth
• Create 5 clusters out of the countries using GDP and "Volume of exports of goods". #4_GDP-Exports_Clusters
• Get data fields from the year 2015 that are present in most of the countries. #5_None-null_2015
• predictor (use scikit) to predict GDP per capita. #6_GDPPC_Predictor
• API to serve the predictor. #7_API

Getting Started

1. Clone this repository using the command:

git clone git@github.com:yuvenalmash/Data_Analysis_Project.git

2. Navigate to the folder:

cd Data_Analysis_Project

3. Install the required packages:

pyton3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

API

To run the API:

cd api
python3 app.py

To run the tests:

python3 test_app.py

API Endpoints

• POST /predict_gdp_per_capita
  • Parameters:
    • "continent": string
    • "Population": float
    • "gross_national_savings": float
    • "features": list of strings
  • Returns:
    • "gdp_per_capita": float