Pandas Time Series Analysis Part 1: DatetimeIndex and Resample

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

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[nickstaresinic]

Very informative, well organized, and well presented. And after six-plus years, your content passes the test of time very well. Kudos, and Thanks.

[elvykamunyokomanunebo]

if you are watching this in 2022 and got a deprecation error trying to run df["2017-01-01":"2017-01-07"]
then make sure that the index is sorted before hand:
df.sort_index(inplace=True)

hope that helps anyone who struggled with the same thing. There's nothing on the documentation about the error that appeared

[blackmamba]

I cannot describe how much helpful are all of your videos! Amazing job!...

[thetedmang]

Threw me off with the "hey friends", was expecting the more traditional "hello friends". Either way, 10/10 video. Thanks for the effort!

[aliaghabeigiha]

Bro, I really don't know how to appreciate your help ... love you <3

[andreacazzaniga]

I was very much in need of this, thanks!

[codebasics]

Machine learning tutorials with exercises:

[SaintSaint]

I watched your Pandas Tutorials. I Subscribed. Your English is quite good. Your Python is excellent. When speaking English, I think you miss 1 out of 500 phonemes: "werify" should be "verify", "Notbook" should be "Notebook". Your accent is enjoyable and not at all painful to decipher. You might be the best Python tutor on Youtube.

[TegVader]

This video helped me solve a little problem that caused me days of debugging. Thanks 👍

[apoorvshrivastava]

Sir your series are amazing, is so interactive I am watching your tutorial after seeing avengers endgame .

[hmaan]

Great tutorial can imagine how much effort went into this...alongside with your regular profession....!!! Thanks a lot for sharing your knowledge...!!!

[FreePhalestineOAllah]

Amazing, very well explained and with easy and to the point examples .many thanks

[teklehaimanotaman]

concisely and clearly explained tutorial. I appreciate you very much for your effort.

[skphotosanddecor]

Thats exactly what I was looking for. Thanks alot for this.

[ashrafulparan]

This video is outdated, can you renew this?

[datascienceds]

This is an amazing video. Very useful and explained very simple. Can I ask a question that how would I plot for all attributes in one graph, please?
Thanks in advance.

[xinjietang]

It helps a lot and is just what needs in first try of time series pandas

[SachinYadav-ehvg]

I have two very long time-series. I have to check if Series B is present(in the given order) in Series A.

Series A: 1, 2, 3, 4, 5, 6, 5, 4, 3. Series B: 3, 4, 5.

Result: True, with index where the small series first element found. Here, index:2 (as 3 is present at index 2 in Series A)

Note: The two series are quite big. let's say A contains 50000 elements and B contains 350

[ASNPersonal]

Thanks a lot for video. Am working on stock market dataset & right time exactly what I was looking for.

[MyQwerty]

Great video with clear explanations. Thank you.