Pandas Tutorial (Data Analysis In Python) - Pandas Time Series Analysis Part 2: date_range

Time series analysis is crucial in financial data analysis space. Pandas has in built support of time series functionality that makes analyzing time series extremely efficient. In this tutorial, we will see how date_range function allows to generate datetimeindex with specific start and end dates. It can also generate periods with different frequencies such as hourly,daily,monthly, weekly etc. We will then cover how asfreq function can be used to resample dataframe to a different frequency. Topics that are covered in this Python Pandas Video: 0:00 Introduction 0:15 Download apple stock prices 2:09 Call date_range() function with arguments 3:24 Use set_index() function of dataframe 4:12 Plot a chart using matplotlib inline 4:56 How to get partial dataframe 5:36 Use asfreq() function 8:03 List of frequencies in date_range() function 10:36 Use randint() function Code used in this tutorial: https://github.com/codebasics/py/tree/master/pandas/15_ts_date_range Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. To download csv and code for all tutorials: go to https://github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file. Next Video: Pandas Time Series Analysis 3: Holidays: https://www.youtube.com/watch?v=Fo0IMzfcnQE&list=PLeo1K3hjS3uvMADnFjV1yg6E5nVU4kOob&index=3 Popular Playlist: Complete python course: https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0 Data science course: https://www.youtube.com/playlist?list=PLeo1K3hjS3us_ELKYSj_Fth2tIEkdKXvV Machine learning tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Pandas tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy Git github tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3usJuxZZUBdjAcilgfQHkRzW Matplotlib course: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu4Lr8_kro2AqaO6CFYgKOl Data structures course: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu_n_a__MI_KktGTLYopZ12 Website: https://codebasics.io/ Facebook: https://www.facebook.com/codebasicshub Twitter: https://twitter.com/codebasicshub