This repo analyze the MercadoLibre financial and user data in modern ways to make the company grow. I laveraged open source forcasting tool Prophet.
Python is the primary language used to code this application. Pathlib library is utilized to read and store the data. Pandas library to preapre and analyz the data. Numpy library for mathematical computation. Hvplot library for creating static, animated, and interactive visualization in Python, and Prophet machine learning library to data processing and forcasting.
This project leverages python 3.7 with the following packages:
- CSV - CSV library is utlized to read and store the data.
- Pandas - Pandas library is utlized to prepare and analyze the data
- Numpy - Numpy library used for math calculations
- Matplotlib - Matplot library used for graph plotting
- Pathlib - Path library to provide local file path
- hvplot - High-level API for data exploration and visualization
- Prophet - is an open source machine learning library that supports supervised and unsupervised learning.
Before running the application first install the following dependencies.
pip install csv
pip install pandas
pip install matplotlib
pip install pathlib
pip install Numpy
pip install hvplot
pip install prophet
Use the following command to run the app
jupyter lab
Azam Jiva
MIT