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Pandas dataframe get first row of each group
I have a pandas DataFrame like following.
df = pd.DataFrame({'id' : [1,1,1,2,2,3,3,3,3,4,4,5,6,6,6,7,7], 'value' : ["first","second","second","first", "second","first","third","fourth", "fifth","second","fifth","first", "first","second","third","fourth","fifth"]})
I want to group this by ["id","value"] and get the first row of each group.
id value0 1 first1 1 second2 1 second3 2 first4 2 second5 3 first6 3 third7 3 fourth8 3 fifth9 4 second10 4 fifth11 5 first12 6 first13 6 second14 6 third15 7 fourth16 7 fifth
Expected outcome
id value 1 first 2 first 3 first 4 second 5 first 6 first 7 fourth
I tried following which only gives the first row of the DataFrame. Any help regarding this is appreciated.
In [25]: for index, row in df.iterrows(): ....: df2 = pd.DataFrame(df.groupby(['id','value']).reset_index().ix[0])
https://codehunter.cc/a/python/pandas-dataframe-get-first-row-of-each-group
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R2-D2 (Artoo Detoo), 1977. The very figure that started it all for me. #starwars #actionfigures #r2d2 #artoodetoo #kenner #first12 #12back #thedroidyourelookingfor https://www.instagram.com/p/Bo9Eid_H_RT/?utm_source=ig_tumblr_share&igshid=1c25capxmd4w2
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