The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code
Author(s): John Loewen, PhD Originally published on Towards AI. Simple creation of Python scripts for interactive choropleth mapsDall-E image: image of an interactive choropleth map on a computer screen. With simple modular prompting, GPT-4 is an awesome tool for generating Python code …
A Data Analysis Project — Coffee Shop Sales Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. The Objective of any data analyst is to find the hidden insights in the data and come out with useful suggestions or solutions to benefit the business. Photo by Nathan Dumlao on Unsplash Let’s …
How I Use Custom GPT Builder For My Data Storytelling Workshops
Author(s): John Loewen, PhD Originally published on Towards AI. Organizing CSV files and custom rules into a shared GPTDall-E image: highlighting the importance of innovative thinking in addressing worldwide issues. With all of the recent additions to OpenAI’s flagship ChatGPT Plus tool, …
How I Use GPT-4 Code Tutor To Accelerate My Streamlit Learning
Author(s): John Loewen, PhD Originally published on Towards AI. Code Tutor saves you time and effort when learning PythonPhoto from Dall-E: coding choropleth map data visualization Productivity is an important metric that differentiates between those who are great coders and those who …
Leveraging GPT-Builder To Create a Plotly Python Mapping GPT
Author(s): John Loewen, PhD Originally published on Towards AI. Designing your own custom GPT for instant Python map creation To simplify and accelerate real-time data visualizations with GPT-4, you can create a custom GPT to do the job. The GPT Builder tool …
Folium: Create Interactive Leaflet Maps
Author(s): Himanshu Sharma Originally published on Towards AI. Introduction to Folium, a Python library used to create mapsSource: By Author In this article, we will explore Folium, a Python library that makes it easy to visualize data that’s been manipulated in Python …
Custom GPT Creation For Data Visualization: A Step-by-Step Guide
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT Builder to simplify and accelerate data visual creationDall-E image: Impressionist painting of GPT-4 as a cube robot assisting my workflow. To simplify and accelerate real-time data visualizations with GPT-4, you can …
Visualizing World Peace with ChatGPT-4
Author(s): Dennis Niggl Originally published on Towards AI. How to rapidly generate beautiful maps and charts from global peace data.Planet earth image created by Dall-E. One of the major challenges in data science is to analyze vast amounts of raw data and …
GPT-4 On-the-Fly DataVisualization Tools: A Simple Mapping Example
Author(s): John Loewen, PhD Originally published on Towards AI. Super quick charts and maps from the Global Peace Index CSV With data analysis, one of the most challenging things to do is to transform raw numbers into meaningful stories. With AI, there …
Converting Textual data to Tabular form using NLP
Author(s): Danish Javed Originally published on Towards AI. Flow Diagram of Architecture Followed in Article Introduction: Larger textual files may be more difficult to manage than tabular data because tabular data facilitates understanding by visualizing information in an organized manner.This article will …
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 …
Popular posts
Updates
Recent Posts
