Yelp Rating Predictor Cumulative Project

elmulix · May 13, 2021, 11:12am

I´ve finished the Yelp Rating Predictor Cumulative Project.
I would love your feed back.
Here is the link.

elmulix/PhytonProjects/blob/2546f57b343fa7240295215fbb3731d46db7c735/yelp_regression_project/yelp_regression.ipynb

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 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Project: Yelp Rating Regression Predictor\n",
    "\n",
    "The restaurant industry is tougher than ever, with restaurant reviews blazing across the Internet from day one of a restaurant's opening. But as a lover of food, you and your friend decide to break into the industry and open up your own restaurant, Danielle's Delicious Delicacies. Since a restaurant's success is highly correlated with its reputation, you want to make sure Danielle's Delicious Delicacies has the best reviews on the most queried restaurant review site: Yelp! While you know your food will be delicious, you think there are other factors that play into a Yelp rating and will ultimately determine your business's success. With a dataset of different restaurant features and their Yelp ratings, you decide to use a Multiple Linear Regression model to investigate what factors most affect a restaurant's Yelp rating and predict the Yelp rating for your restaurant!\n",
    "\n",
    "In this project we'll be working with a real dataset provided by Yelp. We have provided six files, listed below with a brief description:\n",
    "* `yelp_business.json`: establishment data regarding location and attributes for all businesses in the dataset\n",
    "* `yelp_review.json`: Yelp review metadata by business\n",
    "* `yelp_user.json`: user profile metadata by business\n",
    "* `yelp_checkin.json`: online checkin metadata by business\n",
    "* `yelp_tip.json`: tip metadata by business\n",
    "* `yelp_photo.json`: photo metadata by business\n",
    "\n",
    "For a more detailed explanation of the features in each `.json` file, see the accompanying [explanatory feature document](https://docs.google.com/document/d/1V6FjJpKspVBOOBs4E7fBfp_yzHn0--XJkC2uUtWuRgM/edit).\n",
    "\n",

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Regards!

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Yelp Rating Predictor Cumulative Project

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