--- title: The Art of Prompting GPT-4: Python CSV Cleaning and Data... description: Learn how to use GPT-4 and Python to clean CSV data and create visualizations. Explore the steps involved in cleaning a dataset and creating choropleth maps... canonical: https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code | daily.dev og:description: Learn how to use GPT-4 and Python to clean CSV data and create visualizations. Explore the steps involved in cleaning a dataset and creating choropleth maps... og:url: https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k og:image: https://api.daily.dev/og/posts/ZLiuJom8k.png og:image:alt: The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code **[Towards AI](https://daily.dev/sources/tai)** · 2 min read · 1 upvotes · 0 comments ## Summary Learn how to use GPT-4 and Python to clean CSV data and create visualizations. Explore the steps involved in cleaning a dataset and creating choropleth maps using Pandas and Plotly. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#python](https://daily.dev/tags/python), [#pandas](https://daily.dev/tags/pandas), [#data-visualization](https://daily.dev/tags/data-visualization), [#plotly](https://daily.dev/tags/plotly) [View this post on daily.dev](https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code","url":"https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k"},"datePublished":"2024-04-03T19:33:41.358Z","dateModified":"2024-05-09T08:29:02.242Z","description":"Learn how to use GPT-4 and Python to clean CSV data and create visualizations. Explore the steps involved in cleaning a dataset and creating choropleth maps...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards AI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8b7e3e63e47b4d34b4c1e634b902c12f","url":"https://daily.dev/sources/tai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-art-of-prompting-gpt-4-python-csv-cleaning-and-data-visual-code-zliujom8k","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,pandas,data-visualization,plotly","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards AI","item":"https://daily.dev/sources/tai"},{"@type":"ListItem","position":3,"name":"The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code"}]} ```