Knowledge Graph — Coursera Notes › Academic disciplines › Computer Science / Information Technology › Artificial Intelligence › Machine Learning & Data › Data preprocessing › Data cleaning

pandas

service · part of Data cleaning

A Python library for data manipulation and storage, used to save scraped data to CSV.

Inside pandas (3)

• df.describe() — A pandas method that generates summary statistics, used to confirm outliers are removed.
• df.head() — A pandas method to view the first few rows, used to verify scaling was applied.
• df.select_dtypes — A pandas method to select columns of specific data types, used here to restrict outlier removal to numeric columns.

Connections

• Used for Web scraping
• Used for Data cleaning
• Related to Python
• Related to Data cleaning
• Related to df.isnull().sum()
• Related to CSV
• Related to to_pandas

This is the text view of an interactive 3D knowledge graph — open this page with JavaScript enabled to explore it visually.