Data Storytelling with Altair and pynarrative: Turning Data into Insight
Author(s): S Aishwarya Originally published on Towards AI. Strong data storytelling goes beyond simply visualizing numbers it uncovers the meaning behind the patterns, bringing clarity to what would otherwise be just a spreadsheet of values. Photo by Carlos Muza on Unsplash While …
Data Storytelling Guide: Turn Numbers into Insights
Author(s): Noro Chalise Originally published on Towards AI. 1. Introduction Have you ever looked at a spreadsheet filled with numbers and felt completely lost? The information is there, but it does not say anything clearly. There is no message, no insight, and …
Is Gemini’s New Data Science Agent Useful? Here’s The Truth
Author(s): John Loewen, PhD Originally published on Towards AI. Testing Python code creation and distribution in Google Colab In Google Colab, Gemini makes it possible to go from a plain-text instruction to a functional, multi-step notebook — without switching tools. In other …
How to Prompt GPT-4 For Authentic Data Visuals That Make You Look Like a Pro
Author(s): John Loewen, PhD Originally published on Towards AI. Exploratory analysis and data storytelling on global forest loss Prompting GPT-4 for exploratory data analysis and storytelling are an essential tool to add to your data science toolbox. For example, bar chart analysis, …
Having Streamlit Superpowers: The Best GPT-4 Prompts For Guaranteed Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. No-fuss prompting for error-free Python Streamlit data viz code How easy is it to create data visuals with GPT-4 and the Python Streamlit library? Way easier than I ever expected! A little bit …
It Was Never Just About Tools: How Learning Data Analytics and Machine Learning Changed My Thinking
Author(s): Nikhil Dasari Originally published on Towards AI. Reflections on mistakes, mindset shifts, and what I truly learned while exploring Data Analytics and Machine Learning. Photo by Ameer Basheer on Unsplash After my graduation, I was clueless about my career — what …
Sure Fire GPT-4 Prompting For Better Python Voila Data Viz Results
Author(s): John Loewen, PhD Originally published on Towards AI. Displaying UN human rights data with Voila, GitHub and myBinder.org This member-only story is on us. Upgrade to access all of Medium. Sharing data visualizations from Jupyter Notebooks can be challenging, especially for …
How To Prompt GPT-4 For Super Streamlit Death Penalty Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive Data Visuals with Python Streamlit, Plotly and GPT-4 This member-only story is on us. Upgrade to access all of Medium. With Python data visual design, there is a rapidly growing list of …
Beginner GPT-4 Prompting For Surprisingly Easy Maps and Reports
Author(s): John Loewen, PhD Originally published on Towards AI. No-code prompts for rapid data visualization reporting This member-only story is on us. Upgrade to access all of Medium. As a computer science professor of 20+ years, I have heaps of experience in …
Stunning Python Streamlit From One Single Simple GPT-4 Prompt
Author(s): John Loewen, PhD Originally published on Towards AI. Showcasing data storytelling on the global peace index dataset This member-only story is on us. Upgrade to access all of Medium. Recently, I have been constantly hassling GPT-4 to generate Python Streamlit dashboard …
The Data Science Evolution: A Tale of Trends, Talent, and Time!🚀
Author(s): Kashish Rastogi Originally published on Towards AI. The Data Science Evolution: A Tale of Trends, Talent, and Time!🚀 This analysis isn’t a battle of the sexes it’s a deep dive into how men and women engage with different aspects of the …
Which Python Dashboard Is Better? Dash, Panel And Streamlit Showdown
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 for multi-visual interactive dashboard creation This member-only story is on us. Upgrade to access all of Medium. As a comp sci professor, over the past year, I have heavily integrated GPT-4o …
Pandemics Simplified: A Toy Model’s Take on COVID-19
Author(s): Maxime Jabarian Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source In this post, I’ll take you on a journey into the world of infectious disease modeling, focusing on a visually engaging …
Sturdy GPT-4 Guardrails: Better Prompting For Python Code Results
Author(s): John Loewen, PhD Originally published on Towards AI. Minimizing frustration and inaccuracy in your data viz results This member-only story is on us. Upgrade to access all of Medium. As a Computer Science professor I have been using GPT-4 for well …
GPT-4o Python Charting Insanity: Prompting For Instant Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Hands-on no-code visuals from the UN population projection dataset This member-only story is on us. Upgrade to access all of Medium. The automatic data visualization generation tools for GPT-4o keep getting better and …
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