데브허브 | DEVHUB | Data Analysis Project in Python | How to Analyze Coral Reef Bleaching with Pandas & Matplotlib |
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In this video, we walk you through a real-world data analytics project focused on understanding the impact of coral reef bleaching using powerful Python libraries. This step-by-step guide is perfect for both beginners and advanced users looking to enhance their data analysis skills.
🎯 Coral Reef Dataset with Practice Questions: https://thenerdnook.substack.com
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Data Filtering Video - https://tinyurl.com/5n7nw2c
Data Grouping Video - https://tinyurl.com/mst5jv22
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Data Visualization - https://tinyurl.com/3pn4rj8m
👉 Dataset Used: https://tinyurl.com/eha763e3
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🎬 Timestamps:
00:00 | Data Analytics Project
3:50 | Data Cleaning with Pandas
9:05 | Standardizing Data
18:02 | Filtering & Grouping Data
22:50 | Pivot Tables in Pandas
25:50 | MatplotLib Data Visualization
37:22 | Refactor your Code
45:50 | Final Product
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Tag ~ zero to knowing
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