Update README.md

README.md

@@ -20,8 +20,6 @@ size_categories:
 
 ### Dataset Access
 - [Yelp Raw Data Download Link](https://www.yelp.com/dataset/download)
-- [Yelp Restaurant Training Dataset](https://yelpdata.s3.us-west-2.amazonaws.com/yelp_train.csv)
-- [Yelp Restaurant Testing Dataset](https://yelpdata.s3.us-west-2.amazonaws.com/yelp_test.csv)
 
 ### Raw Dataset Summary
 Yelp raw data encompasses a wealth of information from the Yelp platform, detailing user reviews, business ratings, and operational specifics across a diverse array of local establishments. 
@@ -54,8 +52,8 @@ And we will focus solely on restaurants, so we will follow these steps to get ou
 - Load `yelp_academic_dataset_business.json` and `yelp_academic_dataset_review.json` as pandas DataFrames.
 - Perform an inner merge of these datasets based on `business_id` and filter out businesses that are not restaurants (filter out rows that `categories` doesn't contain "restaurants").
 - Split the yelp restaurants dataset into a training dataset and a testing dataset by shuffling the dataset and then spliting it by 80/20.
-- Finally, we get yelp restaurants [training](https://yelpdata.s3.us-west-2.amazonaws.com/yelp_train.csv) and [testing](https://yelpdata.s3.us-west-2.amazonaws.com/yelp_test.csv) datasets in CSV format.
-(You may check the data processing by this link: [Data Process Colab Link](https://colab.research.google.com/drive/1r_gUGmsawwtFpZCj23X1jWjfEi6Dw291?usp=sharing))
+- Finally, we get yelp restaurants training dataset and testing dataset.
+(Other than doing data processing in .py file, I also provide an individual data processing python file. Please feel free to check if you need: [Data Process Colab Link](https://colab.research.google.com/drive/1r_gUGmsawwtFpZCj23X1jWjfEi6Dw291?usp=sharing))
 
 ## Restaurant Dataset
 
@@ -201,4 +199,4 @@ All relative links:
 - Yelp Restaurant training dataset: https://yelpdata.s3.us-west-2.amazonaws.com/yelp_train.csv
 - Yelp Restaurant testing dataset: https://yelpdata.s3.us-west-2.amazonaws.com/yelp_test.csv
 - Data Processing: https://colab.research.google.com/drive/1r_gUGmsawwtFpZCj23X1jWjfEi6Dw291?usp=sharing
-- Setup and check: https://colab.research.google.com/drive/1B5Jd_-ZtkouRcu3DeOm3Nz6sWH_-w4lj?usp=sharing
+- Dataset Check: https://colab.research.google.com/drive/1ybXGIYUqJ7DH22A4apynfrWCMGzb2v_T?usp=sharing