To read CSV file without header, use the header parameter and set it to “None” in the read_csv() method.
Let’s say the following are the contents of our CSV file opened in Microsoft Excel −
At first, import the required library −
import pandas as pd
Load data from a CSV file into a Pandas DataFrame. This will display the headers as well −
dataFrame = pd.read_csv("C:\\Users\\amit_\\Desktop\\SalesData.csv")
While loading, use the header parameter and set None to load the CSV without header −
pd.read_csv("C:\\Users\\amit_\\Desktop\\SalesData.csv", header=None)
Example
Following is the code −
import pandas as pd # Load data from a CSV file into a Pandas DataFrame dataFrame = pd.read_csv("C:\\Users\\amit_\\Desktop\\SalesData.csv") print("\nReading the CSV file...\n",dataFrame) # Load data from a CSV file and hide the header dataFrame = pd.read_csv("C:\\Users\\amit_\\Desktop\\SalesData.csv", header=None) print("\nReading the CSV file (without header)...\n",dataFrame)
Output
This will produce the following output −
Reading the CSV file... Car Reg_Price Units 0 BMW 2500 100 1 Lexus 3500 80 2 Audi 2500 120 3 Jaguar 2000 70 4 Mustang 2500 110 Reading the CSV file (without header)... 0 1 2 0 Car Reg_Price Units 1 BMW 2500 100 2 Lexus 3500 80 3 Audi 2500 120 4 Jaguar 2000 70 5 Mustang 2500 110