[{"@context":"https://schema.org","@type":"TechArticle","headline":"ASSIGNMENT: Pandas Module","description":"Complete a final pandas assignment that combines merging and aggregation. Your submission should include: merging two or more DataFrames using merge/join, groupby operations with multiple aggregation functions (sum, mean, count), creating pivot tables or cross-tabulations, and at least one visualization using pandas plot. Summarize your findings in markdown cells.","url":"https://www.topfolio.in/courses/python-essentials/python-essentials-m04-pandas-for-data-analytics/assignment-pandas-module","mainEntityOfPage":{"@type":"WebPage","@id":"https://www.topfolio.in/courses/python-essentials/python-essentials-m04-pandas-for-data-analytics/assignment-pandas-module"},"proficiencyLevel":"beginner","articleBody":"

\n Pandas Master Workbook: 50 Questions\n

\n The ultimate practice file covering Grouping, Merging, Cleaning, and Analysis.\n

\n\n

\n This 50-question challenge is designed to test your ability to chain Pandas operations together. \n It focuses heavily on the powerful GroupBy and Merge functionalities while keeping your basic skills sharp.\n

\n \n

\n \n Group By & Aggregations\n
\n \n Merging, Joining & Concatenating\n
\n \n Advanced Filtering Logic\n

\n \n Missing Data Strategies\n
\n \n Pivot Tables & Apply Functions\n
\n \n End-to-End Data Workflows\n

\n\n

\n \n \n Download Notebook\n \n \n \n \n Requires Jupyter Notebook or Use Google Collab\n \n

\n","datePublished":"2025-11-18T17:27:23.350628Z","dateModified":"2026-09-06T09:11:18.689694Z","author":{"@type":"Organization","name":"Topfolio Curriculum Engineering Team","url":"https://www.topfolio.in"},"publisher":{"@type":"Organization","name":"Topfolio","logo":{"@type":"ImageObject","url":"https://www.topfolio.in/topfolio-mainlogo.jpeg"}},"isPartOf":{"@type":"Course","name":"Python Essentials for Data Analytics","url":"https://www.topfolio.in/courses/python-essentials"}},{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.topfolio.in/"},{"@type":"ListItem","position":2,"name":"Courses","item":"https://www.topfolio.in/courses"},{"@type":"ListItem","position":3,"name":"Python Essentials for Data Analytics","item":"https://www.topfolio.in/courses/python-essentials"},{"@type":"ListItem","position":4,"name":"PANDAS FOR DATA ANALYTICS","item":"https://www.topfolio.in/courses/python-essentials/python-essentials-m04-pandas-for-data-analytics"},{"@type":"ListItem","position":5,"name":"ASSIGNMENT: Pandas Module","item":"https://www.topfolio.in/courses/python-essentials/python-essentials-m04-pandas-for-data-analytics/assignment-pandas-module"}]}]