What is Sketch?
Sketch is an AI-powered code-writing assistant designed specifically for pandas users. It understands the context of your data, making its suggestions highly relevant and useful. Whether you're cataloging data, engineering features, or analyzing datasets, Sketch simplifies the process with its natural language interface.
What are the features of Sketch?
- Data Catalogging: Automatically tags data (e.g., PII identification) and generates metadata.
- Data Engineering: Helps with data cleaning, masking, and creating derived features.
- Data Analysis: Answers data-related questions and assists in creating visualizations.
What are the use cases of Sketch?
- Data Scientists: Quickly generate code snippets for data manipulation and analysis.
- Data Engineers: Simplify data cleaning and feature extraction tasks.
- Analysts: Get instant answers to data-related questions without deep coding knowledge.
How to use Sketch?
- Install Sketch using pip:
pip install sketch. - Import Sketch into your Python environment:
import sketch. - Use the
.sketchextension on any pandas dataframe to access its features. - Utilize
.sketch.askfor general questions,.sketch.howtofor code generation, and.sketch.applyfor advanced data generation tasks.
