Python

Time Series Analysis with Python

Time series analysis is essential when looking at financial data.

Time series analysis simply means analysing data that changes over time. While we can apply many of the same techniques that we use to analyse other data-types to time series data…

How normal are you? Checking distributional assumptions.

Data Munging — Scale, Transform, Clean in Python

Real world data can -

• vary significantly in their scale, e.g. shoe sizes versus waist sizes
• vary in their nature, e.g. real world measurements versus satisfaction scores

Super Simple Guide to Generating Datasets for Data Analysis and Experimentation

This is less of a tutorial, more of a gist to allow me to copy and paste from when I need to quickly generate a random dataset with a mix of datatypes for data science explorations.