A collection of Jupyter Notebooks, HTML and JS code for Data Scientists.

Comments on the single scripts can be found on my Medium blog as well as on my Web site.

• Python 3.X
• HTML5
• Javascript, with a focus on D3.JS
• CSS

Other interesting tutorials can be found on my Observable Profile.

• @alod83

The Project is organised in different folders, one covered topic:

• Data Collection - data extraction from HTML, Twitter, PDF ...
• Preprocessing - missing data, duplicates, normalisation, binning ...
• Data Analysis - full workflow in scikit-learn and PyCaret, as well as overfitting, Auto ML, ...
• Text Analysis - sentiment analysis, ...
• Data Visualisation - examples in Altair, Plotly, D3.js, ...
• Data Narrative - how to improve data visualisations.