ChatGPT has taken the (data) world by storm and is becoming one of the most useful tools for a variety of tasks. In this cheat sheet, we'll focus on useful pointers that data scientists can use in ChatGPT as part of their data workflows.
Prompts for general coding workflows
Code debugging workflows
Debugging Python Code
I want you to be a python programmer, here is a python code snippet with {problem} - {insert code snippet} - I get the following error {insert error}. What is the reason for the error?
Debugging R code
I want you to be an R programmer. Here is an R code snippet with {problem} - {insert snippet} - I get the following error {Insert Error}. What is the reason for the error?
Debugging SQL Code
I want you to become an SQL programmer. Here is a sql snippet with {problem} - {insert snippet} - I get the following error {insert error}. What is the reason for the error?
I want you to act as a code explainer in Python. I don't understand this function. Can you explain what you are doing and give an example? {insert function}
R Code Explained
I want you to act as a code explainer in R. I don't understand this function. Can you explain what you are doing and give an example? {insert function}
SQL code explained
I want you to act as a code explainer in SQL. I don't understand this excerpt. Can you explain what you are doing and give an example? {insert SQL query}
Optimizing Python Code
I want you to act as a code optimizer in Python. {Describe the problem with the current code if possible}. Can you make the code {more Pythonic/cleaner/efficient/faster/more readable}? {Enter Code}
Optimizing R code
I want it to act as a code optimizer in R. {Describe the problem with current code if possible}. Can you make the code {cleaner/more efficient/faster/more readable}? {Enter Code}
Optimizing SQL code
I want you to act as sql query optimizer. {Describe the problem with the current code if possible}. Can you suggest ways to make the query {faster/more readable/easier to run}? {Enter code}
Simplifying Python Code
I want you to act as a programmer in Python. Please simplify this code and make sure it is {efficient/easy to read/pythonic}. {Enter code}
Simplifying R code
I want you to act as an R programmer. Please simplify this code and make sure it is {efficient/easy to read}. {Enter code}
Simplify SQL Code
I want you to act as SQL programmer. I'm using {PostgreSQL 14/MySQL 8/SQLite 3.4/other versions}. Can you simplify this query to {make sure it's efficient/easy to read/insert additional requirements}?
Read Also : What’s Obsession about? When it's going to be released?
Answered one year ago
White Clover Markets
ChatGPT has taken the (data) world by storm and is becoming one of the most useful tools for a variety of tasks. In this cheat sheet, we'll focus on useful pointers that data scientists can use in ChatGPT as part of their data workflows.
Prompts for general coding workflows
Code debugging workflows
Debugging Python Code
Read Also : What’s Obsession about? When it's going to be released?I want you to be a python programmer, here is a python code snippet with {problem} - {insert code snippet} - I get the following error {insert error}. What is the reason for the error?
Debugging R code
I want you to be an R programmer. Here is an R code snippet with {problem} - {insert snippet} - I get the following error {Insert Error}. What is the reason for the error?
Debugging SQL Code
I want you to become an SQL programmer. Here is a sql snippet with {problem} - {insert snippet} - I get the following error {insert error}. What is the reason for the error?
I want you to act as a code explainer in Python. I don't understand this function. Can you explain what you are doing and give an example? {insert function}
R Code Explained
I want you to act as a code explainer in R. I don't understand this function. Can you explain what you are doing and give an example? {insert function}
SQL code explained
I want you to act as a code explainer in SQL. I don't understand this excerpt. Can you explain what you are doing and give an example? {insert SQL query}
Optimizing Python Code
I want you to act as a code optimizer in Python. {Describe the problem with the current code if possible}. Can you make the code {more Pythonic/cleaner/efficient/faster/more readable}? {Enter Code}
Optimizing R code
I want it to act as a code optimizer in R. {Describe the problem with current code if possible}. Can you make the code {cleaner/more efficient/faster/more readable}? {Enter Code}
Optimizing SQL code
I want you to act as sql query optimizer. {Describe the problem with the current code if possible}. Can you suggest ways to make the query {faster/more readable/easier to run}? {Enter code}
Simplifying Python Code
I want you to act as a programmer in Python. Please simplify this code and make sure it is {efficient/easy to read/pythonic}. {Enter code}
Simplifying R code
I want you to act as an R programmer. Please simplify this code and make sure it is {efficient/easy to read}. {Enter code}
Simplify SQL Code
I want you to act as SQL programmer. I'm using {PostgreSQL 14/MySQL 8/SQLite 3.4/other versions}. Can you simplify this query to {make sure it's efficient/easy to read/insert additional requirements}?