in this video, Joed Goh highlights the use of Pandas to illustrate how to perform simple data analysis in Python. This lesson covers topics such as creating pandas Series and DataFrame, importing from a csv file, selecting subsets of rows and columns, slicing and indexing, useful pandas functions, and basic statistics and visualization.
TABLE OF CONTENTS:
00:00 Introduction
00:32 What is Pandas?
01:42 Creating Pandas Series
04:15 Creating Pandas DataFrame
07:16 Importing CSV File to a DataFrame
09:18 Data Preparation
10:50 Univariate Analysis
14:53 Selecting Subsets of rows and columns
19:05 Bivariate Analysis
21:00 Simple Linear Regression Correlation
23:48 loc vs. iloc - indexing and slicing
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