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how to merge two pandas dataframes on a column
“how to merge two pandas dataframes on a column” Code Answer’s
combining 2 dataframes pandas
python by
Cheerful Cheetah
on May 13 2020
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df_3 = pd.concat([df_1, df_2])
how to merge two pandas dataframes on a column
python by
Difficult Duck
on Jun 19 2020
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0
import pandas as pd T1 = pd.merge(T1, T2, on=T1.index, how='outer')
Source:
stackoverflow.com
Joins with another DataFrame
python by
Ethercourt.ml
on Apr 20 2020
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3
# Joins with another DataFrame df.join(df2, df.name == df2.name, 'outer').select( df.name, df2.height).collect() # [Row(name=None, height=80), Row(name=u'Bob', height=85), Row( # name=u'Alice', height=None)] df.join(df2, 'name', 'outer').select('name', 'height').collect() # [Row(name=u'Tom', height=80), Row(name=u'Bob', height=85), Row( # name=u'Alice', height=None)] cond = [df.name == df3.name, df.age == df3.age] df.join(df3, cond, 'outer').select(df.name, df3.age).collect() # [Row(name=u'Alice', age=2), Row(name=u'Bob', age=5)] df.join(df2, 'name').select(df.name, df2.height).collect() # Row(name=u'Bob', height=85)] df.join(df4, ['name', 'age']).select(df.name, df.age).collect() # [Row(name=u'Bob', age=5)]
Source:
spark.apache.org
How to join two dataframes by 2 columns so they have only the common rows?
python by
regexp27
on Jun 04 2020
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import pandas as pd import numpy as np df1 = pd.DataFrame({'fruit': ['apple', 'banana', 'orange'] * 3, 'weight': ['high', 'medium', 'low'] * 3, 'price': np.random.randint(0, 15, 9)}) df2 = pd.DataFrame({'pazham': ['apple', 'orange', 'pine'] * 2, 'kilo': ['high', 'low'] * 3, 'price': np.random.randint(0, 15, 6)}) out = df1.merge(df2,left_on=('fruit','weight'),right_on=('pazham','kilo'),how='inner',suffixes=('_left','_right')).head(10)
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