https://github.com/nero103/project-linear-regression-ecommerce
https://github.com/nero103/project-linear-regression-ecommerce
Last synced: 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/nero103/project-linear-regression-ecommerce
- Owner: Nero103
- Created: 2023-05-01T22:39:41.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-08-13T21:46:56.000Z (almost 2 years ago)
- Last Synced: 2025-01-26T10:45:23.895Z (4 months ago)
- Language: Jupyter Notebook
- Size: 1.26 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Project-Linear-Regression-ECommerce
💵 This is a Linear Regression project on e-commerce data from Kaggle. The model is used to see which platform the company provides has the most association with the total amount spent by customers. By doing this analysis, the model can predict which feature increase will result in an amount increase in the total amount spent.
# Overview
The company needed to know which platform to focus on whether website or app to develop more based on the revenue generated from each experience. The model achieved an R-squared of 0.98 and a coefficient of 38.71 for the app experience and 0.43 for the website experience, suggesting development can be spent on the app to generate revenue or the development can be spent on the website to equal the app's results.