Dataset research report
Yelp Review Full research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for YelpReviewFull Dataset Summary The Yelp reviews dataset consists of reviews from Yelp. It is extracted from the Yelp Dataset Challenge 2015 data. Supported Tasks and Leaderboards text-classification, sentiment-classification: The dataset is mainly used for text classification: given the text, predict the sentiment. Languages The reviews were mainly written in english. Dataset Structure Data Instances A… See the full description on the dataset page: https://huggingface.co/datasets/Yelp/yelp_review_full.
Research Context
Yelp Review Full: 500 rows by 2 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | labelinteger | texttext |
|---|---|---|
| 1 | 4 | dr. goldberg offers everything i look for in a general practitioner. he's nice and easy to talk to without being patronizing; he's always … |
| 2 | 1 | Unfortunately, the frustration of being Dr. Goldberg's patient is a repeat of the experience I've had with so many other doctors in NYC -- … |
| 3 | 3 | Been going to Dr. Goldberg for over 10 years. I think I was one of his 1st patients when he started at MHMG. He's been great over the years… |
| 4 | 3 | Got a letter in the mail last week that said Dr. Goldberg is moving to Arizona to take a new position there in June. He will be missed ver… |
| 5 | 0 | I don't know what Dr. Goldberg was like before moving to Arizona, but let me tell you, STAY AWAY from this doctor and this office. I was g… |
| 6 | 4 | Top notch doctor in a top notch practice. Can't say I am surprised when I was referred to him by another doctor who I think is wonderful an… |
Data Dictionary
- label numeric
- text text
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.