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Have you timed which line of your code is most time consuming? I suspect that the line df = df[~df .isin(df1)] .dropna() would take a long time . Would it be faster if you simply use the negation of the condition you applied to obtain df1, when you want to filter away rows in df1 from df ? That is, use df = df[(df .col1 != 10) | ( df .col2 > 15)] .
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The Ugly Truth of People Decisions in Speed Dating Rmarkdown · Speed Dating Experiment . The Ugly Truth of People Decisions in Speed Dating . Report . Script . Data . Logs . Comments (47) Run . 15 .8s . history Version 20 of 20 . Cell link copied . License . This Notebook has been released under the Apache 2 .0 open source license .
We will use text processing as an example . Below I took dataset with news headlines . Like last time, we will try to speed up the apply method: df = pd .read_csv('abcnews-date-text .csv', header=0) # increase the dataset 10 times, adding copies to the end df = pd .concat([df] * 10) df .head() publish_date . headline_text . 0 .
>>> df_multiindex speed date animal 2018-01-01 falcon 350 parrot 18 2018-01-02 falcon 361 parrot 15 >>> df_multiindex . to_xarray Dimensions: (animal: 2, date: 2) Coordinates: . . .
In [61]: df .shape Out[61]: (2000, 11) In [62]: df .info() RangeIndex: 2000 entries, 0 to 1999 Data columns (total 11 columns): id 2000 non-null int64 name 2000 non-null object premium 2000 non-null float64 created_date 2000 non-null datetime64[ns] init_p 2000 non-null float64 term_number 2000 non-null int64 . . .
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Speed dating berkshire . 6 month ago . 3316 . Laci green porn . 7 month ago . 2017 . 3d hentai dog . 2 month ago . 2979 . Sad quotes about your ex boyfriend . 2 month ago . 648 . Superman and wonder woman son . 5 month ago . 4732 . New delhi metro . . . . 2021 www .cbhpreto . df .gov .br . . .
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Speed Dating Df
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