Introduction to Exploratory Data Analysis w/ Python pandas (Road to AI X DATA: Day 1)

(Spring 2025) In preparation for the upcoming Datathon, the AI Club at CSULB is hosting a week straight of workshops on essential Data topics to help members prepare. In this video, the club's Vice President Shaun Lim introduces Exploratory Data Analysis with the python library pandas, as well as other libraries like matplotlib and seaborn. This video is a long-form code walkthrough that is meant for watchers to code alongside Shaun. Kaggle Dataset: https://www.kaggle.com/datasets/desalegngeb/students-exam-scores Shaun's Annotated Notebook: https://www.kaggle.com/code/limshaun/examscoreseda Sections: 00:00 Start 2:58 Kaggle Dataset and Initial Setup 13:45 Fixing Weird Importing Error 19:46 Data Understanding 29:04 Data Preparation 1:00:57 Feature Understanding (Univariate Analysis) 1:09:34 Feature Relationships (Multivariate Analysis) 1:22:23 Asking a Question About the Data 1:32:02 Final Overview 1:37:28 Closing 1:39:20 Helping Member w/ df.drop issue