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Pandas: Create a DataFrame from the clipboard

Pandas: DataFrame Exercise-79 with Solution

Write a Pandas program to create a DataFrame from the clipboard (data from an Excel spreadsheet or a Google Sheet).

Sample Excel Data:

Python Exercises: Sample Excel data.

Sample Solution :

Python Code :

import pandas as pd
df = pd.read_clipboard()
print("Data from clipboard to DataFrame:")
print(df)

Sample Output:

Data from clipboard to DataFrame:
   1  2  3  4
0  2  3  4  5
1  4  5  1  0
2  2  3  7  8

Python-Pandas Code Editor:

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Previous: Write a Pandas program to replace the current value in a dataframe column based on last largest value. If the current value is less than last largest value replaces the value with 0.
Next: Write a Pandas program to check for inequality of two given DataFrames.

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Python: Tips of the Day

Inserting if statements using conditional list comprehensions:

x = [1, 2, 3, 4, 5, 6]
result = []
for idx in range(len(x)):
    if x[idx] % 2 == 0:
        result.append(x[idx] * 2)
    else:
        result.append(x[idx])
result

Output:

[1, 4, 3, 8, 5, 12]

[(element * 2 if element % 2 == 0 else element) for element in x]

Output:

[1, 4, 3, 8, 5, 12]

[element * 2 for element in x if element % 2 == 0]

Output:

[4, 8, 12]