Top 150+ ChatGPT Prompts for Python

Top 150+ ChatGPT Prompts for Python

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  • 17 mins read

In the realm of artificial intelligence, ChatGPT, developed by OpenAI, has emerged as a highly versatile language model, capable of generating human-like text based on the prompts it is given. This capability has opened a myriad of possibilities, particularly in the realm of programming and code generation.

The language model's ability to understand prompts and generate corresponding Python code can significantly assist programmers in writing code quickly and efficiently. It's almost like having a virtual coding assistant that can help you write code snippets, solve problems, or even help you learn Python programming.

In this comprehensive guide, we provide you with more than 150 prompts that you can use with ChatGPT to generate Python code. These prompts span a wide range of topics, including but not limited to, data analysis, web development, machine learning, natural language processing, image and video processing, and many more.

Whether you're a beginner who's just starting out with Python or an experienced developer looking to leverage the power of AI in your coding workflow, this extensive list of prompts will serve as a handy resource. So, without further ado, let's dive into the world of Python programming with ChatGPT!

ChatGPT Prompts to generate Python code.

ChatGPT Prompts for Python Data Analysis

  1. "Create a Python script that takes in a CSV file of a company's sales data, analyzes the data, and outputs the total sales, average sales, and top-selling product."
  2. "Write a Python function that takes a list of stock prices and returns the best time to buy and sell for maximum profit."
  3. "Develop a Python program that analyzes a log file to extract and present user activity in a readable format."
  4. "Create a Python script to visualize geospatial data using longitude and latitude coordinates from a CSV file. The script should output a scatter plot over a map."
  5. "Design a Python program that takes in a text file and outputs word frequency, average sentence length, and the most common words."

ChatGPT Prompts for Python Machine Learning

  1. "Write a Python script that implements a machine learning algorithm to predict house prices based on various features. The script should be able to handle new data points and return the predicted price."
  2. "Create a Python script that uses natural language processing to analyze customer reviews and categorize them into positive, negative, and neutral sentiment."
  3. "Develop a Python program that can recognize handwritten digits using a neural network. The script should take in an image and return the recognized digit."
  4. "Create a Python script that uses clustering algorithms to segment customers into different groups based on purchasing behavior."
  5. "Write a Python program that can detect anomalies in time-series data, such as sudden spikes or drops."

ChatGPT Prompts for Python Web Development

  1. "Create a Python web application using Flask that allows users to register, login, and post messages. The app should securely store user data and display messages in real time."
  2. "Develop a Django application that serves as a blog. Users should be able to create posts, comment on posts, and like posts. The application should also support user authentication."
  3. "Write a Python script that uses BeautifulSoup to scrape a news site, extract news headlines and article summaries, and save them to a CSV file."
  4. "Create a web application using Python and Flask that provides an interface for users to upload CSV files and visualize the data in different ways."
  5. "Build a Python script that uses the Selenium library to automate the process of filling out a form on a web page."

ChatGPT Prompts for Python Game Development

  1. "Write a Python script that simulates a simple text-based adventure game. The player should be able to explore different locations, interact with objects, and fight enemies."
  2. "Create a Python script that simulates the game of tic-tac-toe. The script should be able to handle two players and check for win conditions."
  3. "Develop a Python program that generates a maze and finds the shortest path from the start to the finish."
  4. "Write a Python script that implements a simple physics engine for a 2D platform game. The script should handle gravity, collision detection, and basic physics responses."
  5. "Create a Python program that simulates a card game like poker or blackjack. The game should be playable against the computer or with other players."

ChatGPT Prompts for Python Automation

  1. "Write a Python script that automates the process of downloading and organizing files from email attachments."
  2. "Create a Python program that monitors a directory and automatically sorts the files into respective folders based on their file type."
  3. "Develop a Python script that interacts with a website's API to automatically post, update, or delete content."
  4. "Write a Python program that uses the Selenium library to automate a series of repetitive tasks on a website."
  5. "Create a Python script that automates the process of creating weekly reports from data in a database."

ChatGPT Prompts for Python Network Programming

  1. "Develop a Python program that sets up a simple chat server that can handle multiple clients at the same time."
  2. "Write a Python script that uses the sockets library to perform a port scan on a given IP address."
  3. "Create a Python program that captures network packet data and analyzes it to extract useful information."
  4. "Develop a Python script that uses the requests library to perform a series of REST API calls and processes the returned data."
  5. "Write a Python program that can download and upload files via FTP."

ChatGPT Prompts for Python GUI Development

  1. "Create a Python script that uses the Tkinter library to develop a simple GUI for a calculator."
  2. "Write a Python program that uses PyQt to create a basic text editor with features like open, save, and edit."
  3. "Develop a Python script that uses wxPython to create a simple drawing application."
  4. "Create a Python program that uses Kivy to develop a mobile application that takes user input and displays it in different ways."
  5. "Write a Python script that uses the Django web framework to create a web-based GUI for a database management system."

ChatGPT Prompts for Python Scientific Computing

  1. "Develop a Python program that uses the SciPy library to solve a series of complex mathematical problems."
  2. "Write a Python script that uses the NumPy and Matplotlib libraries to analyze a dataset and present the results graphically."
  3. "Create a Python program that uses the Pandas library to analyze and manipulate a large dataset."
  4. "Write a Python script that uses the BioPython library to analyze DNA sequences."
  5. "Create a Python program that uses the Astropy library to analyze data from space telescopes."

ChatGPT Prompts for Python Cybersecurity

  1. "Develop a Python script that uses the hashlib library to create hashes of files and compare them to ensure integrity."
  2. "Write a Python program that implements a basic encryption and decryption system."
  3. "Create a Python script that can detect and remove specified patterns from a text file, such as credit card numbers or SSNs, for data privacy."
  4. "Write a Python program that can analyze a system's log files to detect any unusual activities."
  5. "Create a Python script that uses the scapy library to analyze network traffic for signs of a cyber attack."

ChatGPT Prompts for Python Test Automation

  1. "Develop a Python program that uses the unittest library to automate unit testing for a series of Python scripts."
  2. "Write a Python script that uses the pytest library to automate testing for a web application."
  3. "Create a Python program that uses the Selenium library to automate browser testing for a web application."
  4. "Write a Python script that uses the Robot Framework to automate acceptance testing for a software application."
  5. "Create a Python program that uses the locust library to automate load testing for a website."

ChatGPT Prompts for Python Natural Language Processing

  1. "Write a Python script that uses the NLTK library to tokenize text, remove stop words, and perform stemming."
  2. "Create a Python program that uses the Gensim library to build and use a word2vec model for semantic analysis."
  3. "Develop a Python script that uses the Spacy library to perform named entity recognition on a large text corpus."
  4. "Write a Python program that uses the TextBlob library to perform sentiment analysis on social media posts."
  5. "Create a Python script that uses the Tesseract library to perform optical character recognition on an image."

ChatGPT Prompts for Python Image and Video Processing

  1. "Develop a Python program that uses the OpenCV library to perform edge detection on an image."
  2. "Write a Python script that uses the PIL library to perform image manipulation tasks like resizing, cropping, and color adjustment."
  3. "Create a Python program that uses the moviepy library to edit videos, such as cutting, concatenating, and adding text overlays."
  4. "Write a Python script that uses the OpenCV library to perform face detection in a video stream."
  5. "Create a Python program that uses the Pygame library to create a simple animation."

ChatGPT Prompts for Python Web Scraping

  1. "Develop a Python script that uses the BeautifulSoup library to scrape a webpage and extract all the links."
  2. "Write a Python program that uses the Scrapy framework to crawl a website and extract data from multiple pages."
  3. "Create a Python script that uses the Selenium library to scrape dynamic content from a webpage."
  4. "Write a Python program that uses the requests and BeautifulSoup libraries to scrape data from a website and store it in a CSV file."
  5. "Create a Python script that uses the Scrapy framework to follow links and crawl an entire website."

ChatGPT Prompts for Python Cryptography

  1. "Develop a Python program that uses the cryptography library to encrypt and decrypt data using a symmetric encryption algorithm."
  2. "Write a Python script that uses the RSA algorithm for asymmetric encryption and decryption of data."
  3. "Create a Python program that can generate and verify digital signatures."
  4. "Write a Python script that uses the hashlib library to calculate the hash of a file."
  5. "Create a Python program that can securely store and retrieve passwords."

ChatGPT Prompts for Python Databases

  1. "Develop a Python script that uses the sqlite3 library to create a SQLite database, create tables, and perform CRUD operations."
  2. "Write a Python program that uses the SQLAlchemy library to interact with a PostgreSQL database."
  3. "Create a Python script that uses the PyMongo library to interact with a MongoDB database."
  4. "Write a Python program that uses the MySQL Connector/Python to connect to a MySQL database and perform CRUD operations."
  5. "Create a Python script that uses the pandas library to load a large CSV file into a SQL database."

ChatGPT Prompts for Python API Interaction

  1. "Write a Python script that interacts with the Twitter API to fetch and post tweets."
  2. "Create a Python program that uses the requests library to interact with a REST API."
  3. "Develop a Python script that connects to the Google Calendar API to add, retrieve, and delete events."
  4. "Write a Python program that uses the Tweepy library to stream tweets in real-time from Twitter."
  5. "Create a Python script that interacts with the GitHub API to manage repositories."

ChatGPT Prompts for Python Data Visualization

  1. "Develop a Python program that uses the Matplotlib library to create bar plots, histograms, scatter plots, and line plots."
  2. "Write a Python script that uses the Seaborn library to create more advanced plots, like heatmaps and violin plots."
  3. "Create a Python program that uses the Plotly library to create interactive plots."
  4. "Write a Python script that uses the Bokeh library to create a dashboard with multiple linked plots."
  5. "Create a Python program that uses the Pygal library to create SVG plots for web display."

ChatGPT Prompts for Python Computer Vision

  1. "Develop a Python script that uses the OpenCV library to detect corners in an image."
  2. "Write a Python program that uses the OpenCV library to track the movement of a colored object in a video."
  3. "Create a Python script that uses the dlib library to detect facial landmarks in an image."
  4. "Write a Python program that uses the PIL library to generate thumbnails from a collection of images."
  5. "Create a Python script that uses the OpenCV library to create a panorama from a series of images."

ChatGPT Prompts for Python System Administration

  1. "Develop a Python program that uses the os and shutil libraries to automate file system tasks, such as file renaming and moving."
  2. "Write a Python script that uses the subprocess library to run shell commands from Python."
  3. "Create a Python program that uses the psutil library to monitor system resources."
  4. "Write a Python script that uses the paramiko library to automate SSH connections and file transfers."
  5. "Create a Python program that uses the schedule library to schedule tasks to run at certain times."

ChatGPT Prompts for Python Cloud Computing

  1. "Develop a Python script that uses the boto3 library to interact with Amazon Web Services."
  2. "Write a Python program that uses the google-cloud-storage library to interact with Google Cloud Storage."
  3. "Create a Python script that uses the azure-sdk-for-python library to interact with Microsoft Azure services."
  4. "Write a Python program that uses the python-digitalocean library to manage DigitalOcean droplets."
  5. "Create a Python script that uses the libcloud library to interact with multiple different cloud service providers."

ChatGPT Prompts for Python Internet of Things (IoT)

  1. "Develop a Python script that uses the RPi.GPIO library to interact with the GPIO pins on a Raspberry Pi."
  2. "Write a Python program that uses the pySerial library to communicate with a microcontroller like Arduino over a serial connection."
  3. "Create a Python script that uses the paho-mqtt library to communicate with IoT devices over MQTT."
  4. "Write a Python program that uses the bluepy library to communicate with Bluetooth devices."
  5. "Create a Python script that uses the gpiozero library to create a simple home automation system with a Raspberry Pi."

ChatGPT Prompts for Python Mathematical Modeling

  1. "Develop a Python program that uses the sympy library to solve symbolic mathematics problems."
  2. "Write a Python script that uses the numpy and scipy libraries to solve a system of linear equations."
  3. "Create a Python program that uses the matplotlib and numpy libraries to plot a 3D surface from a mathematical equation."
  4. "Write a Python script that uses the pandas and statsmodels libraries to perform a linear regression analysis."
  5. "Create a Python program that uses the numpy and scipy libraries to simulate and plot a random walk."

ChatGPT Prompts for Python Blockchain and Cryptocurrencies

  1. "Develop a Python script that uses the bitcoin-python library to interact with the Bitcoin blockchain."
  2. "Write a Python program that uses the pyethereum library to interact with the Ethereum blockchain."
  3. "Create a Python script that uses the hashlib library to understand how hashing works in blockchain."
  4. "Write a Python program that uses the pycoin library to generate Bitcoin addresses."
  5. "Create a Python script that uses the requests library to fetch data from a cryptocurrency exchange API."

ChatGPT Prompts for Python Robotics

  1. "Develop a Python program that uses the RPi.GPIO library to control a robot connected to a Raspberry Pi."
  2. "Write a Python script that uses the pypot library to control a robot with many degrees of freedom."
  3. "Create a Python program that uses the pygame library to simulate a robot in a 2D environment."
  4. "Write a Python script that uses the ROSPy library to interact with a robot operating system (ROS)."
  5. "Create a Python program that uses the opencv library to enable a robot to recognize objects."

ChatGPT Prompts for Python Bioinformatics

  1. "Develop a Python script that uses the Biopython library to parse a FASTA file."
  2. "Write a Python program that uses the BioPython library to calculate the GC content of a DNA sequence."
  3. "Create a Python script that uses the BioPython library to fetch records from the NCBI databases."
  4. "Write a Python program that uses the BioPython library to perform a BLAST search on the NCBI servers."
  5. "Create a Python script that uses the BioPython library to create a phylogenetic tree."

ChatGPT Prompts for Python Machine Learning

  1. "Develop a Python program that uses the scikit-learn library to implement a logistic regression model."
  2. "Write a Python script that uses the TensorFlow library to create a neural network for image classification."
  3. "Create a Python program that uses the PyTorch library to implement a recurrent neural network for text generation."
  4. "Write a Python script that uses the Keras library to implement a convolutional neural network for image recognition."
  5. "Create a Python program that uses the scikit-learn library to implement a decision tree for classification."

ChatGPT Prompts for Python Game Development

  1. "Develop a Python script that uses the Pygame library to create a simple 2D game."
  2. "Write a Python program that uses the Pygame library to create a game of Snake."
  3. "Create a Python script that uses the Pygame library to create a game of Pong."
  4. "Write a Python program that uses the Pygame library to create a platformer game with levels, enemies, and power-ups."
  5. "Create a Python script that uses the Pygame library to create a puzzle game like Sudoku."

ChatGPT Prompts for Python Audio and Music

  1. "Develop a Python program that uses the PyDub library to manipulate audio files."
  2. "Write a Python script that uses the music21 library to analyze music notation."
  3. "Create a Python program that uses the librosa library to analyze and visualize audio signals."
  4. "Write a Python script that uses the MIDIUtil library to generate MIDI files."
  5. "Create a Python program that uses the sounddevice library to record and play back audio."

ChatGPT Prompts for Python Social Media Analysis

  1. "Develop a Python script that uses the Tweepy library to analyze Twitter data."
  2. "Write a Python program that uses the praw library to analyze Reddit data."
  3. "Create a Python script that uses the facebook-sdk library to interact with Facebook's Graph API."
  4. "Write a Python program that uses the Instagram-API-python library to interact with Instagram's API."
  5. "Create a Python script that uses the google-api-python-client library to interact with YouTube's API."

ChatGPT Prompts for Python Geographic Information Systems (GIS)

  1. "Develop a Python program that uses the geopandas library to manipulate geospatial data."
  2. "Write a Python script that uses the folium library to create interactive maps."
  3. "Create a Python program that uses the pyproj library to perform cartographic transformations and geodetic computations."
  4. "Write a Python script that uses the shapely library to manipulate and analyze planar geometric objects."
  5. "Create a Python program that uses the rasterio library to manipulate geospatial raster data."

ChatGPT Prompts for Python Quantum Computing

  1. "Develop a Python script that uses the Qiskit library to create and simulate a quantum circuit."
  2. "Write a Python program that uses the PyQuil library to implement a quantum algorithm."
  3. "Create a Python script that uses the Cirq library to create, edit, and invoke Noisy Intermediate Scale Quantum (NISQ) circuits."
  4. "Write a Python program that uses the PennyLane library to implement a quantum machine learning model."
  5. "Create a Python script that uses the Qiskit library to visualize quantum states and gates."

For a more personalized experience and to generate your own specific Python code prompts, you can make use of the ChatGPT Prompt Generator for Coders.

Conclusion

We hope this comprehensive collection of over 150 ChatGPT prompts for Python code generation serves as a useful resource for you, whether you're an aspiring programmer, a seasoned developer, or just a tech enthusiast. Python's vast libraries and its application in various fields make it an essential language in today's coding landscape.

These prompts are not just about generating Python code. They're about harnessing the power of AI, specifically ChatGPT, to assist in your coding journey. They cover a broad spectrum of Python programming aspects, aiming to make your coding process more streamlined and efficient.

Remember, these prompts are not set in stone. You can always modify them according to your specific needs. The aim is to inspire creativity and innovation in Python programming using ChatGPT.

As we continue to explore the intersection of AI and programming, the possibilities for what we can achieve are limitless. Happy coding, and here's to the exciting future of AI-assisted programming!