Dataset Artifacts
Download pre-processed property graph datasets from our Dataverse repository.
Yelp
Download ↓
MovieLens 32M
Download ↓
MovieLens Tag
Genome
Download ↓
Amazon
Download ↓
Stack Overflow
Download ↓
OnTime
Download ↓
FARS
Download ↓
LDBC SNB
Download ↓
Benchmarking Scripts
Utility scripts for data ingestion, schema mapping, and performance measurement. You may refer to them as additional guidelines on how to load datasets into different database systems. However, these documents are not updated as frequent as the website itself, so always refer to our web pages for each dataset first.
Yelp Open Dataset
| File Name | Description | Action |
|---|---|---|
tigergraph_yelp_loading.docx
|
Loading for Yelp dataset on TigerGraph. | Download ↓ |
tigergraph_yelp_query.docx
|
Queries for Yelp dataset on TigerGraph. | Download ↓ |
neo4j_yelp.docx
|
Loading and queries for Yelp dataset on Neo4j. | Download ↓ |
puppygraph_yelp.docx
|
Loading and queries for Yelp dataset on PuppyGraph. | Download ↓ |
graphframes_yelp.ipynb
|
PySpark scripts for running Yelp dataset GraphFrames queries. | Download ↓ |
Movielens 32M
| File Name | Description | Action |
|---|---|---|
tigergraph_movielens_32m.docx
|
Data loading and queries for MovieLens 32M dataset on TigerGraph. | Download ↓ |
graphframes_movielens_32m.ipynb
|
PySpark scripts for running MovieLens 32M dataset GraphFrames queries. | Download ↓ |
neo4j_movielens_32m.docx
|
Data loading and queries for MovieLens 32M dataset on Neo4j. | Download ↓ |
puppygraph_movielens_32m.docx
|
Data loading and queries for MovieLens 32M dataset on PuppyGraph. | Download ↓ |
MovieLens Tag Genome
| File Name | Description | Action |
|---|---|---|
tigergraph_movielens_genome.docx
|
Data loading and queries for MovieLens Tag Genome dataset on TigerGraph. | Download ↓ |
graphframes_movielens_genome.ipynb
|
PySpark scripts for running MovieLens Tag Genome dataset GraphFrames queries. | Download ↓ |
neo4j_movielens_genome.docx
|
Data loading and queries for MovieLens Tag Genome dataset on Neo4j. | Download ↓ |
puppygraph_movielens_genome.docx
|
Data loading and queries for MovieLens Tag Genome dataset on PuppyGraph. | Download ↓ |
Amazon
| File Name | Description | Action |
|---|---|---|
tigergraph_amazon.docx
|
Data loading and queries for Amazon dataset on TigerGraph. | Download ↓ |
neo4j_amazon.docx
|
Data loading and queries for Amazon dataset on Neo4j. | Download ↓ |
puppygraph_amazon.docx
|
Data loading and queries for Amazon dataset on PuppyGraph. | Download ↓ |
graphframes_amazon.ipynb
|
PySpark scripts for running Amazon dataset GraphFrames queries. | Download ↓ |
Stack Overflow
| File Name | Description | Action |
|---|---|---|
tigergraph_stackoverflow.docx
|
Implementation and queries for Stack Overflow on TigerGraph, including PyThon scritps to restructure data tables. | Download ↓ |
neo4j_stackoverflow.docx
|
Implementation and queries for Stack Overflow on Neo4j, including PyThon scritps to restructure data tables. | Download ↓ |
clean_users_csv.py
|
Clean and prepare the Users csv file for loading into Neo4j. | Download ↓ |
clean_comments_csv.py
|
Clean and prepare the comments csv file for loading into Neo4j. | Download ↓ |
clean_posts_csv.py
|
Clean and prepare the posts_xxx csv file for loading into Neo4j. | Download ↓ |
puppygraph_stackoverflow.docx
|
Implementation and queries for Stack Overflow on PuppyGraph, including PyThon scritps to restructure data tables and PySpark scripts to create DeltaLake tables. | Download ↓ |
graphframes_stackoverflow.ipynb
|
Implementation and queries for Stack Overflow on GraphFramess, including PySpark scripts. | Download ↓ |
OnTime
| File Name | Description | Action |
|---|---|---|
ontime_full_report.docx
|
Full report of OnTime dataset on all four graph database platforms that we used. | Download ↓ |
FARS
| File Name | Description | Action |
|---|---|---|
build_csv.py
|
Python script to build CSV files for the FARS dataset only for the years 2020 to 2022. | Download ↓ |
LDBC SNB
| File Name | Description | Action |
|---|