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GeoGPT+ Tutorial: Web-Ready Map Visuals From GIS Forest Fire Data
Author(s): John Loewen, PhD Originally published on Towards AI. Step-by-step guide on using the GPT-4 GeoGPT+ plug-inDall-E image: impressionist painting of a heat map on a computer screen hovering over a forest fire GeoGPT+ improves geospatial analysis by providing real-time data integration …
My GPT-4 One-Prompt Python Plotly Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Single-step prompting for interactive CO2 global emissions data Recently I have been focusing on refining my GPT-4 prompting for interactive dashboard visualizations. I’ve been putting in the time to figure this out — …
GPT-4 One-Prompt Dashboard Showdown: Plotly Dash vs Streamlit
Author(s): John Loewen, PhD Originally published on Towards AI. Which framework reigns supreme in GPT-4, prompting simplicity?Dall-E generated image: impresionist painting of two similar dashboards on two computer screens For the past 8 months, I have been incessant on optimizing GPT-4 prompt …
My GPT-4 Prompting Methods: The Why And How For Data Visualization
Author(s): John Loewen, PhD Originally published on Towards AI. My methods of using GPT-4 to optimize my data visual workflow For the past 6 months, I have been a heavy daily GPT-4 user. I know it makes me sound like an addict, …
Streamlit Simplicity: My Single GPT-4 Prompt for An Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Refining my prompting methodology to make your life easierDall-E image: An impressionist painting of a dashboard hovering above a farmer’s field. Lately, I have been all up in GPT-4’s face with prompts to …
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 …
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