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
Dependencies
- pandas>=2.0.0