Scatter plot of Yelp data: review counts vs. stars

100%

Scatter plot of Yelp data: review counts vs. stars

✓ Published3🌍 Public

Last edited Sep 29, 2021

Created on Sep 14, 2021

This scatter plot shows review counts versus star ratings for top-rated restaurants in Greater Boston, drawn from Yelp’s public dataset. It reveals that restaurants with more reviews tend to have slightly lower ratings, as the data clusters at 4, 4.5, and 5 stars. The visualization uses D3 v6 to load CSV data from a GitHub Gist, then creates an SVG with scaleLinear, axisLeft, axisBottom, and circle marks. Each point is rendered as a red semi-transparent circle with a fixed radius, supporting overlapped points.

AI-generated description

Scatter plot of Yelp data: review counts vs. stars

The original dataset is from public Yelp dataset.

The data used for this visualization is filtered on top-rated restaurants in Greater Boston (GB) area. Top-rated restaurants are defined as 4 stars or above.

This scatter plot shows number of reviews versus ratings on Yelp among these top-rated restaurants in GB.

X axis is the rate of restaurants based on Yelp stars, it can be 4, 4.5, 5.
Y axis is number of reviews.

This dataset is not optimal to be visualized by scatter plot, but at least there is a trend that the more reviews, the relatively lower rates as people always have different opinions.

*This is a part of week 3 assignmnet: Visualize your Data

MIT Licensed

Similar vizzes

Loading thumbnail…

Bar plot of Yelp data: review counts vs. stars

This bar chart displays the total number of Yelp reviews for top-rated restaurants (4 stars and above) in Greater Boston, grouped by star rating categories. The plot reveals that restaurants with 4 stars accumulate substantially more reviews than those with 4.5 or 5 stars. Built with D3 v5, the visualization uses `scaleBand` for the categorical x-axis, `scaleLinear` for the y-axis, and SVG rectangles to encode the data. The chart includes axis labels and a title, with data sourced from the public Yelp dataset.

MMing Liu

91% match

Loading thumbnail…

Bar plot of Yelp data: top cities

This bar chart displays the top 10 cities in the Greater Boston area by number of Yelp-rated restaurants with four stars or higher, using a horizontal layout where the x-axis shows restaurant counts and the y-axis lists cities. The code loads a pre-filtered CSV dataset derived from the public Yelp dataset and uses D3 v5’s `scaleLinear`, `scaleBand`, `axisLeft`, and `axisBottom` to render an SVG bar chart. Bars are colored purple, with a clear title and labeled axes, highlighting Boston’s dominance with over a thousand qualifying restaurants.

MMing Liu

83% match

Loading thumbnail…

Fork of Bar plot of Yelp data: top cities

This fork of a bar plot visualizes the top ten cities in Greater Boston with the highest number of Yelp restaurants rated four stars or above. Rendered as an SVG, the chart uses horizontal bars to compare city counts, with the x-axis showing the number of restaurants and the y-axis listing city names. The code leverages d3.scaleLinear and d3.scaleBand for axis scaling, and d3.axisLeft and d3.axisBottom to generate the axes. Data is loaded from a local CSV file, with the original source being the public Yelp dataset.

JJaswitha09

81% match

Loading thumbnail…

Fork of Bar plot of Yelp data: top cities

This bar chart shows the top ten cities in the Greater Boston area by number of restaurants rated four stars or higher on Yelp, with Boston leading at over 1,000 establishments. The visualization aggregates raw Yelp dataset entries by city using JavaScript’s reduce method, then sorts and filters the results before rendering. The chart uses D3 v5’s `scaleLinear` for the x-axis, `scaleBand` for the categorical y-axis, and `axisLeft` and `axisBottom` to draw the axes with custom tick styling. Bars are appended as SVG rectangles with a purple fill, and the data comes from a local CSV file.

Aaniosindustries

80% match

Loading thumbnail…

Yelp data map

This map displays the distribution of top-rated restaurants (4+ stars) across Greater Boston municipalities from the public Yelp dataset, using an SVG rendering of Massachusetts town boundaries. The project loads geographic data via `d3.json` and TopoJSON, projecting it with `d3.geoIdentity` and `d3.geoPath`. Currently, it shows only the empty state map as an intermediate stage; the planned visualization of restaurant counts by town (using color or circle size) is not yet implemented, despite the accompanying data file containing city-wise counts.

MMing Liu

80% match

Loading thumbnail…

Scatterplot of the restaurant data

This scatterplot displays the relationship between restaurant ratings (on the x-axis) and total review counts (on the y-axis), using one circle per restaurant. The visualization reveals whether higher-rated establishments tend to attract more reviews. The code loads data from a CSV file using `d3.csv`, scales the axes with `d3.scaleLinear`, and renders circles as SVG elements. It applies margins for axis placement, labels both axes with rotated text for the y-axis, and styles circles with a brown fill and light border. The chart is built with D3.js v6, rendering to SVG within an HTML page.

Kkoteswararao614@gmail.com

79% match

Loading thumbnail…

Interactive bar chart of food categories

This interactive bar chart displays the number of top-rated restaurants in Greater Boston serving different regional food categories, sorted by restaurant count. The visualization uses an SVG-based bar chart built with D3 v5, employing `scaleBand` and `scaleLinear` to map food categories and restaurant counts to screen coordinates. Hovering over a bar reveals a tooltip with the exact restaurant count via mouseover events. Data comes from the public Yelp dataset, filtered to restaurants rated four stars or higher, and is loaded from a CSV file using D3's `csv` function.

MMing Liu

79% match

Loading thumbnail…

Fork of Bar plot of Yelp data: top cities

This horizontal bar chart ranks the top ten cities in Greater Boston by the number of highly-rated Yelp restaurants (4 stars or above), with Boston leading at 1,011 entries. The visualization uses D3 v5’s `scaleLinear` and `scaleBand` to map counts and city names, while `axisLeft` and `axisBottom` render the chart’s axes. Data is loaded from a CSV file containing aggregated counts for each city.

UUgin

79% match