Notebooks

10 prompts in this category

Jupyter Notebook Explainer

I have a Jupyter notebook I need explained. Break it down cell by cell and give me a plain-English summary. Context: [WHAT THIS NOTEBOOK IS FOR / WHO WROTE IT]...

Data Cleaning Notebook Builder

Write a complete, ready-to-run Jupyter notebook for cleaning and validating my dataset. Dataset description: [DESCRIBE YOUR DATA, e.g. 'CSV of sales transactio...

EDA (Exploratory Data Analysis) Notebook

Write a complete exploratory data analysis (EDA) Jupyter notebook for my dataset. Dataset: [DATASET NAME OR DESCRIPTION] Columns and types: [LIST COLUMN NAMES ...

Pandas DataFrame Debugger

I'm getting an error in my Python/Pandas code. Help me debug it. What I was trying to do: [DESCRIBE YOUR GOAL IN ONE SENTENCE] Python version: [PYTHON VERSION]...

Machine Learning Model Card Writer

Write a Model Card for my machine learning model. Model name: [MODEL NAME] Model type: [e.g. Random Forest classifier, LSTM, XGBoost regressor] Task: [WHAT THE...

Python Script to Notebook Converter

Convert this Python script into a well-structured Jupyter notebook. Script purpose: [WHAT THIS SCRIPT DOES] Target audience: [WHO WILL USE / READ THIS NOTEBOOK...

SQL to Pandas Translator

Translate my SQL queries into Pandas code. Database context: [DESCRIBE YOUR TABLES / DATA STRUCTURE] DataFrame variable names to use: [e.g. df_orders, df_custo...

Automated Report Generator (Notebook â†’ PDF)

Design a Jupyter notebook that automatically generates a formatted report from data. Report title: [REPORT NAME] Report recipient: [WHO RECEIVES THIS REPORT] F...

Data Pipeline Documenter

Document this data pipeline thoroughly so another engineer (or future me) can maintain it. Pipeline name: [PIPELINE NAME] Owner / team: [OWNER] Run schedule: [...

A/B Test Results Analyzer

Analyze my A/B test results and tell me whether to ship the variant. Experiment name: [EXPERIMENT NAME] Hypothesis: [WHAT YOU EXPECTED TO HAPPEN] Primary metri...