TOP 10 Beginner Friendly Time Series Dataset From Kaggle

Here is the list of beginner-friendly time series datasets from Kaggle that you can use for creating your time series study project. These datasets are relatively simple and can serve as great starting points for beginners:

1. Air Quality Data in Madrid: This dataset contains hourly air quality measurements from various stations in Madrid. It’s a good introduction to working with time-stamped environmental data.
   Dataset Link: Air Quality Data in Madrid
2. Stock Prices: Datasets containing historical stock prices of various companies can be great for introducing students to financial time series analysis.
   Dataset Link: Historical Stock Prices
3. Energy Consumption: This dataset contains hourly electricity consumption data. It’s suitable for teaching about seasonal patterns and forecasting energy demand.
   Dataset Link: Hourly Energy Consumption
4. Temperature Time Series: Historical temperature data for different cities or regions is easy to interpret and analyze for trends and seasonality.
   Dataset Link: Temperature Time Series Data
5. COVID-19 Data: Using data related to the COVID-19 pandemic can provide an opportunity to teach about analyzing and visualizing the spread of a disease over time.
   Dataset Link: COVID-19 Data
6. Airline Passenger Traffic: This dataset contains monthly data on international airline passenger traffic. It’s a classic dataset often used to teach time series analysis.
   Dataset Link: Airline Passenger Traffic Data
7. Retail Sales Data: Datasets containing monthly or weekly retail sales data can help teach about sales trends, seasonality, and holiday effects.
   Dataset Link: Retail Sales Data
8. Bitcoin Price Data: If you want to introduce cryptocurrency data, historical Bitcoin price data can be a good choice.
   Dataset Link: Bitcoin Historical Data
9. Uber Pickups Data: This dataset contains data about Uber pickups in New York City, which can be used to teach about time-based demand patterns.
   Dataset Link: Uber Pickups Data
10. Web Traffic Time Series: This dataset provides web traffic data for Wikipedia pages, allowing students to explore real-world web traffic patterns.
    Dataset Link: Web Traffic Time Series

Remember to check the terms of use for each dataset and ensure that they are appropriate for educational purposes. These datasets cover a range of domains and should be helpful for beginners.