LIVE CODING: Flight Data Exploration with Pandas & Python

Pubblicato il: 01 gennaio 1970
sul canale di: Rob Mulla

20,399

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Live Python Coding Restream from Oct 20, 2022. We explored airline data that can be found on kaggle:

Notebook: https://www.kaggle.com/robikscube/fli...
Dataset: https://www.kaggle.com/datasets/robik...

Timeline:
00:00 Intro
04:30 Imports and Setup
08:00 Read in the Data
18:00 Casting Datatypes
24:10 Selecting Features
36:00 Understanding Departure Delays
52:00 Creating Delay Categories
1:10:00 Heatmap of Flight Results
1:15:00 Pushups
1:21:00 Results by Month
1:33:00 Calendar Heatmap of Cancellations
1:40:00 Interactive Calendar Heatmap
1:45:00 Airlines
2:16:00 Flight Status by Airline

Follow me on twitch for live coding streams:   / medallionstallion_

Community Competition:
Link to the competition: https://www.kaggle.com/competitions/k...
Register and join NVIDIA's GTC using this link to qualify: https://nvda.ws/3Qb0b9x

My other videos:

Speed Up Your Pandas Code:    • Make Your Pandas Code Lightning Fast
Speed up Pandas Code:    • Make Your Pandas Code Lightning Fast
Intro to Pandas video:    • A Gentle Introduction to Pandas Data Analy...
Exploratory Data Analysis Video:    • Exploratory Data Analysis with Pandas Python

Working with Audio data in Python:    • Audio Data Processing in Python
Efficient Pandas Dataframes:    • Speed Up Your Pandas Dataframes

Youtube:    / @robmulla
Twitch:   / medallionstallion_
Twitter:   / medalliondata
Kaggle: https://www.kaggle.com/robikscube

#python #livestream #datascience

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