Data Science
283 learners
Basic Exploratory Data Analysis with Diamonds
Explore how to load, display, and understand the basic information of the diamonds dataset. Learn to summarize statistics and identify missing values.
Pandas
Python
5 lessons
25 practices
2 hours
Exploratory Data Analysis and Visualization
Lessons and practices
Inspect Specific Columns Efficiently
Debug Data Loading Issues
Understanding Your Dataset: Basic Inspection
Inspect and Summarize Columns
Explore and Summarize Dataset
Refine the Unique Values
Fix the Loading of Unique Values
Exploring Diamond Categories
Count Unique Categories in Diamonds Dataset
Exploring Diamond Data Categories
Group Data and Summarize Statistics
Modify Grouping by Categorical Attribute
Debugging Summary Stats for Diamonds Data
Group Coloring for Diamond Prices
Group and Analyze Diamonds Data
Enhancing Pairplot Aesthetics
Changing Pairplot Attributes
Fix Pairplot Errors for Visualization
Create a Diamonds Pairplot
Creating a Diamonds Pairplot from Scratch
Visualize Diamond Depth Distribution
Plotting Diamond Carat Distribution
Fix the Histogram Plot
Add Histogram and KDE Plot
Plotting Diamond Price Distribution
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