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Merge pandas DataFrames based on Index in Python (2 Examples) | Add & Combine | Inner & Outer Join
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Python code of this video:
import pandas as pd # Load pandas library
data1 = pd.DataFrame({"x1":["q", "w", "e", "r", "t"], # Create first pandas DataFrame
"x2":range(15, 20)},
index = list("abcde"))
print(data1) # Print first pandas DataFrame
data2 = pd.DataFrame({"y1":range(10, 4, - 1), # Create second pandas DataFrame
"y2":["xx", "bb", "x", "xxx", "bb", "b"],
"y3":range(18, 1, - 3)},
index = list("cdefgh"))
print(data2) # Print second pandas DataFrame
data2,
left_index = True,
right_index = True)
print(data_merge1) # Print merged DataFrame
data2,
left_index = True,
right_index = True,
how = "outer")
print(data_merge2) # Print merged DataFrame
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import pandas as pd # Load pandas library
data1 = pd.DataFrame({"x1":["q", "w", "e", "r", "t"], # Create first pandas DataFrame
"x2":range(15, 20)},
index = list("abcde"))
print(data1) # Print first pandas DataFrame
data2 = pd.DataFrame({"y1":range(10, 4, - 1), # Create second pandas DataFrame
"y2":["xx", "bb", "x", "xxx", "bb", "b"],
"y3":range(18, 1, - 3)},
index = list("cdefgh"))
print(data2) # Print second pandas DataFrame
data2,
left_index = True,
right_index = True)
print(data_merge1) # Print merged DataFrame
data2,
left_index = True,
right_index = True,
how = "outer")
print(data_merge2) # Print merged DataFrame
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