Automated EDA on financial dataset

Just a simple way to get automated Exploration Data Analysis from financial dataset (OHLCV) using Streamlit and ta.

To use this library you need a financial time series dataset including Timestamp, Open, High, Low, Close and Volume columns.

Requirements

• python3.7 version

Run

pip install streamlit==0.48.1 ta==0.4.5
streamlit run https://raw.githubusercontent.com/bukosabino/streamlit-demo-financial-eda/master/app.py

TODO

• Heatmap: Visualize the correlation coefficient in between ta features.
• Web application user can load a .csv file

Extra

Are you interested in more Streamlit demos related to financial data?

• Yahoo Finance data web app

Contact

Developed by Darío López Padial (Bukosabino).

Please, let me know about any comment or feedback.