Pandas AttributeError: 'readcsv' Not Found - Correct Usage

This error indicates that you are trying to access an attribute or method that doesn't exist within the Pandas library. In this specific case, you're attempting to use a method named 'readcsv', but the correct method in Pandas is 'read_csv'.

The Corrected Code:

import pandas as pd

# Read the dataset file
data = pd.read_csv(r'D:\boston_house_prices.csv', dtype={'CHAS': 'category'})

# Analyze each column
for col in data.columns:
    # ... your analysis code

Explanation:

• 'readcsv' vs. 'read_csv': The correct method for reading CSV files in Pandas is read_csv, not readcsv. The capitalization is crucial, as Python is case-sensitive.

Key Takeaway:

Remember to double-check the capitalization of methods and attributes when working with libraries like Pandas. This will save you from encountering errors like this one.