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.4d ago4d ago
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 data6d ago16d ago1
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 oneMay 164May 164
Alan JonesinData Visualization, Data Science and PythonDevelop Streamlit Apps Online with Github CodespacesDevelop Streamlit apps online easily with Streamlit Community Cloud, Codespace and GitHub templatesApr 24Apr 24
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 resultApr 21Apr 21
Alan JonesinData Visualization, Data Science and PythonPyScript Evolves: How the New Version Stacks UpWe build a data viz app with the new faster PyScriptApr 45Apr 45
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 chartsMar 292Mar 292
Alan JonesinTowards Data ScienceMastering Data Visualizaton with Altair’s Grammar of GraphicsTransform data into visualizations with Altair’s powerful library for Python.Feb 272Feb 272
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 serverFeb 103Feb 103