Prompting GPT-4: Streamlit and Folium are a Match Made for Mapping
Author(s): John Loewen, PhD Originally published on Towards AI. UN GPI data visuals with Python’s streamlit-folium libraryDall-E image: impressionist painting of multi-visual dashboard as a mural on a building It’s just nuts how much prompt engineering with GPT-4 can speed up the …
Pragmatic GPT-4 Prompting: Nifty No-Code Maps and Reports for Noobs
Author(s): John Loewen, PhD Originally published on Towards AI. GPT-4 no-code prompting for rapid data visualization reporting As a computer science professor of 20+ years, I have oodles of experience in coding Python for data visualizations. Until recently, the generation of beautiful …
My StreamLit Sprint: Precise GPT-4 Prompting For Dashboard Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Medal-worthy Olympic data visuals with modular promptingDall-E image: thick dripping oil painting of the (inaccurate) dashboard displayed on a computer screen With GPT-4, even a complete Streamlit beginner can use the Python StreamLit …
Data to Dashboard: Mapping UN Food Security Stats With GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive food security mapping with GPT-4 and Plotly dashDall-E image: impressionist painting of a bubble map on a computer screen with supporting visuals Recently, GPT-4 prompting for Python code generation has significantly improved. …
My Streamlit Love-Affair: Laser-Like GPT-4 Prompting For Interactive Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Clean prompts for error-free Python data visualization codeDall-E 2 image: impressionist painting of a combination of data visuals, including maps and charts How easy is it to create data visuals with GPT-4 and …
The Maturation of GPT-4 Mapping: Handling Complex GIS Data Queries
Author(s): John Loewen, PhD Originally published on Towards AI. A modular approach to creating maps with Python plotly & dashDall-E 2 image: AI-rendered (beautiful, but definitely not accurate) map image of Canada Forest Fires. Data visualization tools in Python are notoriously nit-picky. …
How to Tailor A Column Chart for Communication
Author(s): Angelica Lo Duca Originally published on Towards AI. Image by Author Drawing a column chart helps represent categories and values. However, a column chart is sometimes too overwhelming with useless content, and the audience may struggle to understand what it means. …
Using Vega-Lite for Data Visualization
Author(s): Angelica Lo Duca Originally published on Towards AI. A tutorial on how to start using Vega-Lite to draw charts.Image by Author Vega-lite is a concise JSON representation of a Vega visualization. Vega is a visualization grammar used to represent the elements …
Data Visuals Gone Bad: Avoiding Common GPT-4 Prompting Pitfalls
Author(s): John Loewen, PhD Originally published on Towards AI. GPT-4 prompting tips for best-practices data visualizationsDall-E 2 image: impressionist painting of a person sitting at a computer visualizing data ChatGPT has greatly simplified the process for analyzing and visualizing datasets. With the …
CSV to PDF: Prompting GPT-4 For Automatic Data Viz Report Creation
Author(s): John Loewen, PhD Originally published on Towards AI. Visualize and generate data visual reports with no muss or fussDall-E 2 generated Image: Visual dashboard showing global literacy rates An awesome new capability of GPT-4 is the ability to create PDF files …
Beyond the Checkered Flag: F1 Statistics Explored
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Photo by Cr-AI-tive on Pixabay In an extremely competitive sport like F1, even the tiniest performance gains can lead to victory. Analyzing F1 from a fan and data science perspective could help gain …
Using GPTs, OpenAI’s No-Code Builder of Personal AI Apps
Author(s): Jorge Alcántara Barroso Originally published on Towards AI. AI just got personal! OpenAI’s new user tool lets you build your own ChatGPT — no coding, just pure prompting. Ready to build an AI that could go viral in the GPT Store …
Branch and Bound — Bonus Article — Visualizing the Nodes
Author(s): Francis Adrian Viernes Originally published on Towards AI. Using NetworkX Package to Visualize the Branch and Bound Algorithm in ActionPhoto by Alina Grubnyak on Unsplash For those coming in from my last two articles, this is the article where we provide …
Understanding SCD — Slowly Changing Dimensions
Author(s): Saniya Parveez Originally published on Towards AI. Introduction In the dynamic realm of data management, the concept of Slowly Changing Dimensions (SCD) emerges as a crucial paradigm. SCD constitutes a fundamental principle in the field of data warehousing and database administration, …
Who is Responsible for Climate Change? — A Graphical Approach
Author(s): Prashant Mudgal Originally published on Towards AI. A Data-driven approach to the global warming issue So, here I was, minding my own business and teaching myself the basics of quantum computing when I enrolled in IBM’s global quantum summer school this …
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