pandas-data-wrangling

name	pandas-data-wrangling
description	Cleaning, filtering, merging, and aggregating massive tabular data structures using Pandas.
allowed-tools	Read Write Edit Bash
license	MIT license
metadata	{"skill-author":"Lord1Egypt"}

Pandas Data Wrangling

Overview

Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool.

When to Use This Skill

Use to clean messy data files, calculate data summaries, or handle tabular outputs in python tasks.

Quick Start (with runnable code examples)

import pandas as pd

# Load dataset
df = pd.DataFrame({"Name": ["Akim", "Lord"], "Score": [95, 98]})
# Filter and output
high_scores = df[df["Score"] > 96]
print(high_scores)

Advanced Usage

Implement groupby pivot queries, merge databases, handle missing nan values, and export files to Excel sheets.

Key References

• Pandas Documentation

Dependencies

• pandas>=2.0.0