Alan JonesinData Visualization, Data Science and PythonBeware of Algorithmically Generated Scales in Heat MapsAutomatically adjusted scales can be misleading. We examine issues and how we can resolve them.·4 min read·Jun 14, 2024----
Alan JonesinTowards Data ScienceFrom Data to Visualization with the OpenAI Assistants API and GPT-4oWe explore the Code Completion tool from OpenAI’s Assistants API to create visualizations directly from data·13 min read·Jun 12, 2024--1--1
Alan JonesinTowards Data ScienceStreamlit Supports 5 Important Data Visualization Libraries — Which to Choose?We code examples using Altair, Bokeh, Plotly, Pandas Plot and Matplotlib, to illustrate the pros and cons of each one·17 min read·May 16, 2024--4--4
Alan JonesinData Visualization, Data Science and PythonDevelop Streamlit Apps Online with Github CodespacesDevelop Streamlit apps online easily with Streamlit Community Cloud, Codespace and GitHub templates·9 min read·Apr 24, 2024----
Alan JonesinData Visualization, Data Science and PythonHow to Deploy Plotly or Altair Graphics to a Simple Static Web PagePlotly has a native method to create basic web pages but with a little more effort, web templates get you a much better result·8 min read·Apr 21, 2024----
Alan JonesAI-generated posts on MediumSome editors seem to value quantity over quality·2 min read·Apr 5, 2024--1--1
Alan JonesinData Visualization, Data Science and PythonPyScript Evolves: How the New Version Stacks UpWe build a data viz app with the new faster PyScript·10 min read·Apr 4, 2024--5--5
Alan JonesinData Visualization, Data Science and PythonCreate an AI-Generated Streamlit Application with an OpenAI AssistantWe use the OpenAI Playground and code completion tools to create a Streamlit app with interactive Plotly charts·8 min read·Mar 29, 2024--2--2
Alan JonesinTowards Data ScienceMastering Data Visualizaton with Altair’s Grammar of GraphicsTransform data into visualizations with Altair’s powerful library for Python.·20 min read·Feb 27, 2024--2--2
Alan JonesinData Visualization, Data Science and Pythonstlite: Serverless Streamlit — Run Your Apps in the Browserstlite is a browser-based implementation of Streamlit that can run apps on a web page without having to deploy to a Streamlit server·7 min read·Feb 10, 2024--3--3