Flight Delay Dataset Creation (Data Science Uncut)

Описание

Live coding! We pull airline flight data and create a kaggle dataset with python and pandas on kaggle. Watch and learn and have fun.

Timeline
00:00 Intro
03:50 Existing Kaggle Datasets
5:06 Finding Public Flight Data
11:40 Checking the CSV in IPython
17:41 Creating a Kaggle Dataset
22:11 Dalle2 Dataset Image
34:00 Data Exploration
46:00 Understanding Features
58:00 More Data Cleaning
1:06:00 Plotly Express Plot
1:24:00 Plotting Cancellation Rates
1:40:00 Realizing it's Partial Data
1:48:00 Downloading More Data
2:03:18 Data Filtering
2:10:00 Final Plot Works
2:13:00 Bye Bye

Follow me on twitch for live coding streams: https://www.twitch.tv/medallionstallion_

Community Competition:
- Link to the competition: https://www.kaggle.com/competitions/kaggle-pog-series-s01e03
- Register and join NVIDIA's GTC using this link to qualify: https://nvda.ws/3Qb0b9x


My other videos:


Speed Up Your Pandas Code: https://www.youtube.com/watch?v=SAFmrTnEHLg
Speed up Pandas Code: https://www.youtube.com/watch?v=SAFmrTnEHLg
Intro to Pandas video: https://www.youtube.com/watch?v=_Eb0utIRdkw
Exploratory Data Analysis Video: https://www.youtube.com/watch?v=xi0vhXFPegw


Working with Audio data in Python: https://www.youtube.com/watch?v=ZqpSb5p1xQo
Efficient Pandas Dataframes: https://www.youtube.com/watch?v=u4_c2LDi4b8


* Youtube: https://www.youtube.com/channel/UCxladMszXan-jfgzyeIMyvw
* Twitch: https://www.twitch.tv/medallionstallion_
* Twitter: https://twitter.com/MedallionData
* Kaggle: https://www.kaggle.com/robikscube

#python #livestream #datascience