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Conducting EDA on Instacart orders

Home Page: https://jodiambra.github.io/Instacart-EDA/

Jupyter Notebook 37.62% HTML 62.38%
data-science duplicates-removed exploratory-data-analysis filtering instacart matplotlib missing-values pandas

instacart-eda's Introduction

Instacard-EDA

Instacart Exploratory Data Analysis image

Skills Demonstrated

Pandas
Matplotlib
EDA
Filtering
Duplicates 
Missing values

Purpose

This project analyzes data collected by Instacart, the grocery delivery platform. The purpose of this project is to clean up the data, and use the cleaned data to report insights on shopping habits of Instacart customers. The data was cleaned by removing duplicate vales, and filling in missing values, all while maintaining the integrity of the dataset. Analyses indicated the number of orders placed, dependent on variables such as time of the day, day of the week, and time since the customer last placed an order. The results demonstrate the distribution of the number of orders customers place, the top 20 products, and the top 20 reordered products.

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