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Error When Trying To Read CSV File
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Error When Trying To Read CSV File
#3
I wrote this:
import pandas as pd

cars = pd.DataFrame({'cars_per_cap': [809, 731, 588, 18, 200, 70, 45], 'country': ['United States', 'Australia', 'Japan', 'India', 'Russia', 'Morocco', 'Egypt'], 'drives_right': ['true', 'false', 'false', 'false', 'true', 'true', 'true']})
cars.to_csv('cars.csv')
cars2 = pd.read_csv('cars.csv')
print(cars2['country'])
It produces this output:
Output:
0 United States 1 Australia 2 Japan 3 India 4 Russia 5 Morocco 6 Egypt Name: country, dtype: object
The csv file looks like this:
Output:
,cars_per_cap,country,drives_right 0,809,United States,true 1,731,Australia,false 2,588,Japan,false 3,18,India,false 4,200,Russia,true 5,70,Morocco,true 6,45,Egypt,true
Not everything is necessary. and the CSV file doesn't need underscores instead of spaces. I edited the CSV file to look like this:
Output:
cars per cap,country,drives right 809,United States,true 731,Australia,false 588,Japan,false 18,India,false 200,Russia,true 70,Morocco,true 45,Egypt,true
And ran this program:
import pandas as pd
print(pd.read_csv('cars.csv')['country'])
And it produced this output:
Output:
0 United States 1 Australia 2 Japan 3 India 4 Russia 5 Morocco 6 Egypt Name: country, dtype: object
I then modified the CSV file to look like this:
Output:
cars per cap, country, drives right 809,United States,TRUE 731,Australia,FALSE 588,Japan,FALSE 18,India,FALSE 200,Russia,TRUE 70,Morocco,TRUE 45,Egypt,TRUE
And I get this error:
Error:
Traceback (most recent call last): File "...", line 2, in <module> print(pd.read_csv('cars.csv')['country']) File "...\lib\site-packages\pandas\core\frame.py", line 3455, in __getitem__ indexer = self.columns.get_loc(key) File "...\lib\site-packages\pandas\core\indexes\base.py", line 3363, in get_loc raise KeyError(key) from err KeyError: 'country'
The dataframe keys are 'cars per cap', ' country', and ' drives right'. The blank I inserted to make the CSV file look pretty is being interpreted as a leading blank in the key name. Could this be your error?
Reply


Messages In This Thread
Error When Trying To Read CSV File - by kaega2 - Dec-03-2021, 06:38 AM
RE: Error When Trying To Read CSV File - by deanhystad - Dec-03-2021, 06:21 PM
RE: Error When Trying To Read CSV File - by kaega2 - Dec-03-2021, 09:10 PM

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