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AI is eating data science 🤯 The newest ChatGPT plugin is the most powerful feature OpenAI has released since GPT-4. It makes everyone a data analyst. Here are 15 mind-blowing use cases of the new FREE “Code Interpreter” plugin:

1. Segment your customers in seconds It takes a spreadsheet and then comes up with different segments of music markets - on its own. This used to take hours of a human coding in R or Matlab.

2. Decompose seasonality simply via text On its own, it figured out the exact seasonality in the price of bitcoin - in the blink of an eye. This used to be an analysis you had to conduct. Source: @TechMemeKing

3. Linear regression by itself Simply asking Code Interpreter to come up with "interesting hypotheses" results in a well-constructed automated linear regression. This used to be something you code via R or SAS after coming up with the hypothesis yourself. Source: @emollick

4. Easy Geo Charts You can just upload location data and get a GIF of the thing visualized - in this case, lighthouses in the US twinkling. You used to have to connect this to expensive software like Tableau. Source: @emollick

5. Basic descriptive charts in seconds Just asking for "some basic visualizations" can get you all your data exploration steps that used to take hours in seconds. You used to have to come up with the ideas yourself, even if the charts were easy to generate. Source: @OpenAI

I'm sure you want it now. Quick Break to Answer the Question, "How do you get Code Interpreter?" 3 Steps: 1. Pay for ChatGPT Plus 2. Get on the waitlist for Plugins 3. Be patient You'll get it soon! Back to our list:

6. Graph public data without input It can fetch data from public databases like the IMF and visualize it for you without any work. This used to be a process of finding data, loading into your software, then formatting the chart. All is now done for you. Source: @AiBreakfast

7. Automatic Radar Charts It generated this hard-to-create chart by itself after analyzing this user's 300 hr Spotify playlist. These used to only be available in certain software, and cumbersome to configure. Source: @SHL0MS

8. Heatmaps With Ease A CSV of SF crime data resulted in this heatmap with no guidance. Source: @backus

9. Output the log chart automatically Just ask ChatGPT to analyze a dataset and it'll figure out when a log transformation applies, and output it itself. You used to have to do the transformation yourself and then chart it. Source: @TechMemeKing

10. Cohort chart with no effort Just upload data and it will build your cohorts and chart it in seconds. This used to be several steps of grouping and charting. Now it's done automatically. Source: @danshipper

11. Choose your clustering algorithm and debug At scale clustering into groups of 100 used to be a tedious process in Python. Code Interpreter does it all for you in seconds. And debugs its mistakes. Source: @jmilinovich

12. Natural language querying to reduce stakeholder requests Data scientists used to always get distracted with simple questions from stakeholders like "what's the average list price?" Now they can just do it in Code Interpreter. Source: @JimSpiewak

13. Plot mathematical functions You used to have to go into a math tool to create a simple plot, and then define all the elements of the formula. Code Interpreter will make assumptions and do it without any guidance. Source: @EasyGuideAI

14. Clean data Data cleaning used to be a tedious task filled with human decisions. Code Interpreter will make intelligent decisions for you, like remove unnecessary columns. Source: @olliethedev

15. Do all of the above in one place in seconds In the future, everyone will be a data analyst. Thanks to Code Interpreter. Source: @Saboo_Shubham_

There’s so much more to say than I can fit on Twitter. I write 3000 word deep dives on AI. Don’t miss them: 🔗 http://aakashg.com/subscribe-email-newsletter/

Open AI just released their most powerful tool yet. The Code Interpreter. Here are 10 insane examples I've found:

1. GPT-4 is the new data scientist By @Saboo_Shubham_

Shubham Saboo @Saboo_Shubham_GPT-4 is the new data scientist 🤯 With the new OpenAI code interpreter model, you just have to upload the data and provide instructions in simple english. The model does everything from cleaning data to generating insightful visualizations on autopilot!! twitter.com

@Saboo_Shubham_ 2. GPT-4 can now turn your images into a text file By @Saboo_Shubham_

Shubham Saboo @Saboo_Shubham_Multimodal AI is here 🤯 GPT-4 can now turn your images into a text file in a snap with the new code interpreter model. Witness the OCR magic in action 🔥 twitter.com

@Saboo_Shubham_ 3. So it looks like ChatGPT with Code Interpreter can do basically any visualization technique you ask. By @emollick

Ethan Mollick @emollickSo it looks like ChatGPT with Code Interpreter can do basically any visualization technique you ask. And you can tell it to make charts "more beautiful" (I actually asked it to generate artificial data to create the charts to show what they could do, which the AI happily did😬) twitter.com

@Saboo_Shubham_ @emollick 4. Watch it segment music markets based on a spreadsheet and come up with business strategies for each segment! By @beglen

David Boyle @beglenChatGPT’s ‘code interpreter’ is kinda wild. Watch it segment music markets based on a spreadsheet and come up with business strategies for each segment! twitter.com

@Saboo_Shubham_ @emollick @beglen 5. Create a gif of a map of the lighthouse locations, where the map is very dark but each lighthouse twinkles. By @emollick

Ethan Mollick @emollickThis was kind of delightful: I uploaded a CSV file of every lighthouse location in the US. "ChatGPT Code Interpreter: Create a gif of a map of the lighthouse locations, where the map is very dark but each lighthouse twinkles." A couple seconds later... twitter.com

@Saboo_Shubham_ @emollick @beglen 6. Upload a CSV of SF crime data and ask it to visualize trends By @backus

John Backus @backusThe code interpreter feature on ChatGPT is the most mind blowing thing I've seen yet. All I did was upload a CSV of SF crime data and ask it to visualize trends(!!) twitter.com

@Saboo_Shubham_ @emollick @beglen @backus 7. ChatGPT Code Interpreter (alpha) renders an animated GIF By @goodside

Riley Goodside @goodsideChatGPT Code Interpreter (alpha) renders an animated GIF: twitter.com

@Saboo_Shubham_ @emollick @beglen @backus @goodside 8. I gave GPT Code Interpreter a CSV of airline delays and asked it create a cool interactive map By @emollick

Ethan Mollick @emollickI gave GPT Code Interpreter a CSV of airline delays and asked it create a cool interactive map 👇 It asked me for a CSV of airport locations, and one of routes, it cleaned & merged all the data, solving tons of issues without help (like filtering to only the 100 biggest routes). twitter.com

@Saboo_Shubham_ @emollick @beglen @backus @goodside 9. Analyze a 300hr Spotify favorites playlist with ChatGPT Code Interpreter By @SHL0MS

𒐪 @SHL0MSanalyzing a 300hr Spotify favorites playlist with ChatGPT Code Interpreter i used to use a Jupyter notebook some guy made for PCA analysis but it broke GPT showed me how to export from the Spotify API, ran multidimensional PCA and t-SNE analyses, and summarized my taste for me twitter.com

@Saboo_Shubham_ @emollick @beglen @backus @goodside @SHL0MS 10. Basic video editing in ChatGPT By @goodside

Riley Goodside @goodsideBasic video editing in ChatGPT, converting uploaded GIF to longer MP4 with slow zoom: twitter.com