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Train Station Renovation Free Download PC Game .Q:
Pandas: How do I append data from two data frames?
Here is what I have. Both df2, and df3 only have one column (the last).
df1 = pandas.DataFrame([[0.0004,0.00118, 0.0347],[0.0018,0.0092, 0.049], [0.0102,0.0196,0.0852], [0.0194,0.0143,0.0339], [0.0273,0.0226,0.0194]])
df2 = pandas.DataFrame([[0.0003,0.0003,0.0004],[0.0012,0.0014,0.0032],[0.0014,0.0022,0.0056], [0.0019,0.0048,0.0095],[0.0029,0.0043,0.0110]])
df3 = pandas.DataFrame([[0.0020,0.0015,0.0116],[0.0065,0.0024,0.0276],[0.0075,0.0029,0.0315],[0.0119,0.0075,0.0404],[0.0156,0.0109,0.0164]])
I want to append these two data frames together. The goal is to get a dataframe that has the exact same columns as df1 plus a column that is both df2 and df3.
This works, but I am sure it is not the fastest way to do it.
df1.append(df2,df3,1)
Thank you!
A:
In this case, use merge as the duplicates merge is super useful here. Assuming you have the same columns in both dfs:
df = pd.merge(df1, df2, left_on=colnames(df1
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