Linked Questions
1,179 questions linked to/from Pandas Merging 101
350 votes
7 answers
680k views
Merge two dataframes by index [duplicate]
I have the following dataframes: > df1 id begin conditional confidence discoveryTechnique 0 278 56 false 0.0 1 1 421 18 false 0.0 ...
109 votes
4 answers
258k views
how to merge two data frames based on particular column in pandas python? [duplicate]
I have to merge two dataframes: df1 company,standard tata,A1 cts,A2 dell,A3 df2 company,return tata,71 dell,78 cts,27 hcl,23 I have to unify both dataframes to one dataframe. I need output like: ...
102 votes
3 answers
182k views
Merging dataframes on index with pandas [duplicate]
I have two dataframes and each one has two index columns. I would like to merge them. For example, the first dataframe is the following: V1 A 1/1/2012 12 2/1/2012 ...
70 votes
1 answer
104k views
Merge a list of dataframes to create one dataframe [duplicate]
I have a list of 18 data frames: dfList = [df1, df2, df3, df4, df5, df6.....df18] All of the data frames have a common id column so it's easy to join them each together with pd.merge 2 at a time. Is ...
55 votes
2 answers
98k views
Mapping columns from one dataframe to another to create a new column [duplicate]
i have a dataframe id store address 1 100 xyz 2 200 qwe 3 300 asd 4 400 zxc 5 500 bnm i have another dataframe df2 serialNo store_code ...
28 votes
4 answers
47k views
Merge multiple dataframes based on a common column [duplicate]
I have Three dataframes. All of them have a common column and I need to merge them based on the common column without missing any data Input >>>df1 0 Col1 Col2 Col3 1 data1 3 4 2 data2 4 ...
28 votes
2 answers
67k views
Pandas join on columns with different names [duplicate]
I have two different data frames that I want to perform some sql operations on. Unfortunately, as is the case with the data I'm working with, the spelling is often different. See the below as an ...
20 votes
1 answer
73k views
Merge DataFrames with Matching Values From Two Different Columns - Pandas [duplicate]
I have two different DataFrames that I want to merge with date and hours columns. I saw some threads that are there, but I could not find the solution for my issue. I also read this document and tried ...
21 votes
2 answers
23k views
pandas merge on columns with different names and avoid duplicates [duplicate]
How can I merge two pandas DataFrames on two columns with different names and keep one of the columns? df1 = pd.DataFrame({'UserName': [1,2,3], 'Col1':['a','b','c']}) df2 = pd.DataFrame({'UserID': [1,...
21 votes
3 answers
99k views
Merge two different dataframes on different column names [duplicate]
I have two dataframes, df1 = pd.DataFrame({'A': ['A1', 'A1', 'A2', 'A3'], 'B': ['121', '345', '123', '146'], 'C': ['K0', 'K1', 'K0', 'K1']}) df2 = pd....
5 votes
2 answers
23k views
Merging two data frames based on the index column [duplicate]
I have two dataframes, I wanted to merge them into one single dataframe based on the matching row. My dataframe looks like this DF_1 Set_1 Fax_1 Fax_2 Abc_1 45 76 Abc_2 46 77 Abc_3 47 ...
10 votes
2 answers
30k views
python pandas dataframe join two dataframes [duplicate]
I am trying to join to data frames. They look like this DF1 = ID COUNTRY YEAR V1 V2 V3 V4 12 USA 2012 x y z a 13 USA ...
4 votes
1 answer
30k views
Pandas: joining specific columns of one data frame to another [duplicate]
I have 2 following data frames in pandas: movies +---+------------------------------+--------------+-----------+ | | movie title | genre | tconst | +---+-----------------...
5 votes
3 answers
19k views
Pandas merge on index column? [duplicate]
In [88]: c Out[88]: Address Name CustomerID 10 Address for Mike Mike 11 Address for Marcia Marcia In [89]: c.index Out[...
7 votes
1 answer
50k views
pandas merging dataframes in a loop [duplicate]
I created a loop to read sqlite database into a pandas dataframe, and I am trying to merge them together based on "Code" ... df = pandas.Dataframe() # Creating an empty dataframe for merging at the ...