Pandas Time Series Analysis: DatetimeIndex & Resample
Learn how to analyze time series data in Pandas using DatetimeIndex and resampling techniques for financial analysis π.

codebasics
252.4K views β’ Jul 15, 2017

About this video
Time series analysis is crucial in financial data analysis space. Pandas has in built support of time series functionality that makes analyzing time serieses extremely efficient. In this tutorial we are going to start time series analysis tutorials with DatetimeIndex and Resample functionality.
Topics that are covered in this Python Pandas Video:
0:00 What is time series?
1:35 DatetimeIndex
5:10 Benefits of DatetimeIndex
7:05 Use plot() function for the create chart
code: https://github.com/codebasics/py/tree/master/pandas/14_ts_datetimeindex
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.
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
Next Video:
Pandas Time Series Analysis Part 2: date_range: https://www.youtube.com/watch?v=A9c7hGXQ5A8&list=PLeo1K3hjS3uvMADnFjV1yg6E5nVU4kOob&index=2
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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
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Website: https://codebasics.io/
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Topics that are covered in this Python Pandas Video:
0:00 What is time series?
1:35 DatetimeIndex
5:10 Benefits of DatetimeIndex
7:05 Use plot() function for the create chart
code: https://github.com/codebasics/py/tree/master/pandas/14_ts_datetimeindex
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.
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
Next Video:
Pandas Time Series Analysis Part 2: date_range: https://www.youtube.com/watch?v=A9c7hGXQ5A8&list=PLeo1K3hjS3uvMADnFjV1yg6E5nVU4kOob&index=2
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
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Video Information
Views
252.4K
Likes
3.4K
Duration
10:24
Published
Jul 15, 2017
User Reviews
4.6
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