Kaggle Project From Scratch - Part 2 (Exploratory Data Analysis)

Ken Jee · Beginner ·📊 Data Analytics & Business Intelligence ·5y ago
Follow along here: https://www.kaggle.com/kenjee/kaggle-project-from-scratch ! This is Part 2 of my kaggle project from scratch series where I analyze the kaggle data science developer survey data. In this video I show you how I approach data cleaning, data manipulation, and some light Exploratory data analysis. This video is meant to focus more on my process than the actual coding or results. I also use plotly for this project which is a tool I was previously unfamiliar with. I show you how I learn by getting my hands dirty. Part 1: https://youtu.be/r-DR9HBaipU From a technical perspecti…
Watch on YouTube ↗ (saves to browser)

Chapters (13)

Intro
1:35 Part 1 Recap
2:55 Outlining the Analysis
4:20 Importing the modules & loading data
7:20 Explore data and Nulls
8:20 Isolate questions into dictionary Key values
10:30 Graph comparisons with plotly
20:12 Segmenting the data by roles
21:54 Education by Role?
23:28 Advanced graph V1
28:17 Advanced graph V2
31:31 Advanced graph V3
34:18 Advanced graph final

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