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DATA ANALYZİNG QUESTİONS WİTH PANDAS


alt textContents


alt textDescription

This main goal of this repository is to learn the Pandas mnodule, but not like courses. Its More like "Duoligo Style" .But What does "Duoligo Style" mean. I mean you learn with lots of questions in this repo's files.


alt textUsage

If you want to solve these questions then clone this repo and delete my solutions. But don't forget to install datasets too. Some datasets don't have clear licence so I didn't put these datasets but I put the links of datasets


alt textDataset List for Pandas_data_analyzing

1. Spotify and Youtube

  • 🔗 Kaggle Link
  • 📄 Description: Dataset of songs of various artist in the world and for each song is present.
  • 📜 License: CC0: Public Domain

2. US Police Shootings

  • 🔗 Kaggle Link
  • 📄 Description: A dataset about depression levels and factors among students.
  • 📜 License: Other (specified in description)

3. Global Air Quality Dataset

  • 🔗 Kaggle Link
  • 📄 Description: The Global Air Quality Data dataset provides an extensive compilation of air quality measurements from various prominent cities worldwide.
  • 📜 License: Apache 2.0

4. Billionaires Statistics Dataset (2023)

  • 🔗 Kaggle Link
  • 📄 Description: This dataset contains statistics on the world's billionaires, including information about their businesses, industries, and personal details.
  • 📜 License: Other (specified in description)

5. CO2 Emission by Vehicles

  • 🔗 Kaggle Link
  • 📄 Description: This dataset captures the details of how CO2 emissions by a vehicle can vary with the different features.
  • 📜 License: License Link

6. Amazon Stocks 2025

  • 🔗 Kaggle Link
  • 📄 Description:This dataset provides historical stock market data for Amazon (AMZN), one of the world's largest technology companies
  • 📜 License: License Link

7. UCI Heart Disease Data

  • 🔗 Kaggle Link
  • 📄 Description: This is a multivariate type of dataset which means providing or involving a variety of separate mathematical or statistical variables, multivariate numerical data analysis.
  • 📜 License: Data files © Original Authors

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