filter pandas dataframe for past x days

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醉梦人生
醉梦人生 2021-02-20 06:23

I have a dataframe with a date column that I update daily. I\'d like to create a copy of it with just the past 30 day\'s of data.

I tried the following syntax based on

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  • Try this:

    import datetime
    import pandas as pd 
    
    
    df[df.the_date_column > datetime.datetime.now() - pd.to_timedelta("30day")]
    

    Update: Edited as suggested by Josh.

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  • 2021-02-20 06:41

    consider the df

    today = pd.datetime.today().date()
    begin = today - pd.offsets.Day(90)
    tidx = pd.date_range(begin, today)
    df = pd.DataFrame(dict(A=np.arange(len(tidx))), tidx)
    

    you can slice the last 30 days like this

    cut_off = today - pd.offsets.Day(29)
    df[cut_off:]
    
                 A
    2016-09-23  61
    2016-09-24  62
    2016-09-25  63
    2016-09-26  64
    2016-09-27  65
    2016-09-28  66
    2016-09-29  67
    2016-09-30  68
    2016-10-01  69
    2016-10-02  70
    2016-10-03  71
    2016-10-04  72
    2016-10-05  73
    2016-10-06  74
    2016-10-07  75
    2016-10-08  76
    2016-10-09  77
    2016-10-10  78
    2016-10-11  79
    2016-10-12  80
    2016-10-13  81
    2016-10-14  82
    2016-10-15  83
    2016-10-16  84
    2016-10-17  85
    2016-10-18  86
    2016-10-19  87
    2016-10-20  88
    2016-10-21  89
    2016-10-22  90
    
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