How Can I Import CSV Data into a List in Python?
Importing CSV Data into a List in Python
When working with CSV (Comma-Separated Values) files in Python, one may encounter the need to import the data into a list for further processing. This question addresses this scenario, providing a comprehensive solution to convert CSV data into a structured list of tuples or strings.
Using the csv module, we can achieve this with a simple code block:
import csv # Open the CSV file with open('file.csv', 'r') as f: # Create a CSV reader reader = csv.reader(f) # Convert CSV data to a list of tuples data = list(reader)
This code will read the CSV file, with each row represented as a tuple within the data list. The format of each tuple is (string, category).
Alternatively, if you prefer a list of strings, simply modify the code as follows:
... # Convert CSV data to a list of strings data = [row for row in reader]
For older versions of Python 2, the updated code is:
import csv with open('file.csv', 'rb') as f: reader = csv.reader(f) your_list = list(reader)
Regardless of your Python version, the solution provided enables you to effectively import CSV data into a list, either as tuples or strings, streamlining your data manipulation tasks.
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