Page 170 - Touhpad Ai

19 Shivanshi West Poor Biscuits 50 `32.00
20 Manu South Average Glasses 55 `30.91

21 Pratima East Good Maggie Noodles 60 `30.00
22 Malvika North Excelent Italian Pasta 0 na
23 Vinod West Poor Jam 65 `35.57

24 Piyush South Average Canned Mushrooms 70 `30.00

25 Pranav Asgard Poor Soup 75 `29.33
26 Sneha Asgard Worthy Paprika Powder 80 na
27 Naveen East Poor Chocolate chips 0 `28.75

28 Suvenaa South Good Cheese 85 `30.41
After reviewing the dataset, you observe several issues that must be corrected— duplicates, inconsistent formats,
spelling mistakes, missing values, and so on. Let’s learn how to handle each of these, step by step.

Removing Duplicates
The first step in data cleaning is to identify and remove duplicate entries so that no record is counted more than once.
This ensures accuracy and consistency in your dataset. Follow these steps to remove duplicate entries in Excel:

Step 1 Enter the data in the spreadsheet.
Step 2 Select the ID column by clicking on the column header, A.
Step 3 Click on the Home tab in the Ribbon.
Step 4 Click on the Conditional Formatting Highlight Cell Rules Duplicate Values option in the Styles group.

The Duplicate Values window opens.

168 Touchpad Artificial Intelligence - XI