Code from my articles on Medium
Below is a list of some of the articles/tutorials that I have written (mostly on Medium) and example code to go with them.
You can see the whole list of articles in my Medium profile.
Web Visualization with Plotly and Flask
Why use Dash when Plotly plus Flask is easy and more flexible? In the first of two articles I compare a simple Dash app with a similar one constructed from Flask and HTML. I conclude that my version is (from an admittedly biased point of view) easier and more flexible than Dash.
A third article uses the techniques used above to create a stock tracking app.
Sentiment Analysis of Tweets
This is an article on Medium that looks at sentiment analysis using the Python VADER library
Visualizing Twitter Statistics with Python and Pandas
This is an article on Medium that looks at producing stats from the Twitter API
Jupyter and Markdown
Whether you are sharing your Jupyter Notebooks with friends and colleagues or publishing them more widely, they will be better appreciated if they are well laid out and formatted - Medium article.
Python Pandas and SQLite
Using SQLite to store your Pandas dataframes gives you a persistent store and a way of easily selecting and filtering your data
5 Visualization Libraries for Python
Matplotlib, Pandas, Seaborn, Plotnine and MplFinance all have their strengths — let’s get a feel for each of them
Please note that all the software in this repo is written for educational purposes and should not be considered suitable for production code