/Basic-Data-Cleaning

This repository contains code for analyzing and cleaning a dataset from Chipotle. The dataset contains information about orders from Chipotle, including the items ordered, quantity, and price.

Primary LanguagePython

Get to know about DATA CLEANING

This repository contains code for analyzing and cleaning a dataset from Chipotle. The dataset contains information about orders from Chipotle, including the items ordered, quantity, and price.

Data Source

The data for this analysis was taken from justmarkham/DAT8, which contains a TSV file of Chipotle orders.

Data Analysis

The python code is mainly responsible for the following analyses:

  • Reads in the Chipotle orders data from a local file
  • Cleans the item_price column by removing the dollar sign and converting the datatype from object to float64
  • Identifies the missing values and replaces them with 'Regular Order' for the choice_description column
  • Removes the duplicate rows from the dataset
  • Export the cleaned data

Data Visualization using Tableau

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