Data Wrangling & Visualization
Dr Tilottama Goswami
Professor
Department of Artificial Intelligence, Anurag University
tilottamagoswami.co.in
,TEXT BOOK
Wes McKinney. Python for Data Analysis: Data Wrangling with pan
NumPy and I Python, O'Reilly, 2017, 2nd Edition
TOTAL 10 CLASSES & 3 LABS
, Agenda – Part 1 (Refer Ch5 from TB)
1. Series Data Sructure
2. DataFrame Data Structure
3. Index Objects
4. Why PANDAS for Data Analysis
Projects for Assignments
Viva & Interview Questions
, PANDAS DATA STRUCTURE
• SERIES
• A Series is a one-dimensional array-like object containing
sequence of values
• DATA FRAME
• A DataFrame represents a rectangular table of data an
contains an ordered collection of columns, each of which ca
be a different value type (numeric, string, boolean, etc.).
Dr Tilottama Goswami
Professor
Department of Artificial Intelligence, Anurag University
tilottamagoswami.co.in
,TEXT BOOK
Wes McKinney. Python for Data Analysis: Data Wrangling with pan
NumPy and I Python, O'Reilly, 2017, 2nd Edition
TOTAL 10 CLASSES & 3 LABS
, Agenda – Part 1 (Refer Ch5 from TB)
1. Series Data Sructure
2. DataFrame Data Structure
3. Index Objects
4. Why PANDAS for Data Analysis
Projects for Assignments
Viva & Interview Questions
, PANDAS DATA STRUCTURE
• SERIES
• A Series is a one-dimensional array-like object containing
sequence of values
• DATA FRAME
• A DataFrame represents a rectangular table of data an
contains an ordered collection of columns, each of which ca
be a different value type (numeric, string, boolean, etc.).
