jhy1993 / datasets-for-heterogeneous-graph

Datasets-for-Heterogeneous-Graph

Dataset Statistics

ACM-1

(Source: https://github.com/zyz282994112/GraphInception/tree/master/data)

Entity	#Entity
Paper	12.5k
Author	/
Conf	/
Term (paper feature)	300
Index(paper label)	11

ACM-2

(Source: https://github.com/Jhy1993/HAN)

Entity	#Entity
Paper	3025
Author	5835
Subject	56
Term (paper feature)	1830
Research area(paper label)	3

ACM-3

Entity	#Entity
Paper	12k
Author	17k
Affiliations	1.8k
Term	1.5k
Subjects	73

MovieLens

(Containing rating and timestamp information)

(Note: We utilize the Pearson's coefficient to measure the similiarities in the KNN algorithm)

(Source : https://grouplens.org/datasets/movielens/)

Entity	#Entity
User	943
Age	8
Occupation	21
Movie	1,682
Genre	18

Relation Statistics

Relation	#Relation
User - Movie	100,000
User - User (KNN)	47,150
User - Age	943
User - Occupation	943
Movie - Movie (KNN)	82,798
Movie - Genre	2,861

Douban Movie

(Containing rating information)

Entity Statistics

Entity	#Entity
User	13,367
Movie	12,677
Group	2,753
Actor	6,311
Director	2,449
Type	38

Relation Statistics

Relation	#Relation
User - Movie	1,068,278
User - Group	570,047
User - User	4,085
Movie - Actor	33,587
Movie - Director	11,276
Movie - Type	27,668

Douban Book

(Containing rating information)

Entity Statistics

Entity	#Entity
User	13,024
Book	22,347
Group	2,936
Location	38
Author	10,805
Publisher	1,815
Year	64

Relation Statistics

Relation	#Relation
User - Book	792,062
User - Group	1,189,271
User - User	169,150
User - Location	10,592
Book - Author	21,907
Book - Publisher	21,773
Book - Year	21,192

Amazon

(Containing rating and timestamp information)

(Source : http://jmcauley.ucsd.edu/data/amazon/)

Entity Statistics

Entity	#Entity
User	6,170
Item	2,753
View	3,857
Category	22
Brand	334

Relation Statistics

Relation	#Relation
User - Item	195,791
Item - View	5,694
Item - Category	5,508
Item - Brand	2,753

LastFM

(Note: We utilize the Pearson's coefficient to measure the similiarities in the KNN algorithm)

(Source : https://grouplens.org/datasets/hetrec-2011/)

Entity Statistics

Entity	#Entity
User	1,892
Artist	17,632
Tag	11,945

Relation Statistics

Relation	#Relation
User - Artist	92834
User - User (Original)	25,434
User - User (KNN)	18,802
Artist - Artist (KNN)	153,399
Artist - Tag	184,941

Yelp

(Containing rating information)

Entity Statistics

Entity	#Entity
User	16,239
Business	14,284
Compliment	11
Category	47
City	511

Relation Statistics

Relation	#Relation
User - Business	198,397
User - User	158,590
User - Compliment	76,875
Business - City	14,267
Business - Category	40,009

Yelp-2

(Containing rating information)

Entity Statistics

Entity	#Entity
User	1,286
Business	2,614
Service	2
Star level	9
Reservation	2
Category	3

Relation Statistics

Relation	#Relation
User - Business	30,838
Bussiness - Service	2,614
Bussiness - Star level	2,614
Business - Revervation	2,614
Business - Category	2,614

DBLP-1

(Note: author_map_id.dat map the author id to the unique id)

Entity Statistics

Entity	#Entity
Author	14,475
Paper	14,376
Author_label	4
Conference	20
Type	8,920

Relation Statistics

Relation	#Relation
Author - Label	4,057
Paper - Author	41,794
Paper - Conference	14,376
Paper - Type	114,624

DBLP-2

(Source: https://github.com/Jhy1993/HAN)

Entity	#Entity
Paper	14328
Author	4057
Conf	20
Term	8789
Profile(author feature)	334
Research area(author label)	4

Aminer

(Note: author_map_id.dat map the author id to the unique id)

Entity Statistics

Entity	#Entity
Author	164,472
Paper	127,623
Papel_label	10
Conference	101
Reference	147,251

Relation Statistics

Relation	#Relation
Paper - Label	127,623
Paper - Author	355,072
Paper - Conference	127,632
Paper - Reference	392,519

IMDB

(Source: https://github.com/zyz282994112/GraphInception/tree/master/data)

链接:https://pan.baidu.com/s/1pRGfoGrOsOKs-x6o5KgHmg 密码:o0ap

Entity	#Entity
Movie	14475
Actress	/
Actor	/
Director	/
Plot(movie feature)	1000
Genre(movie label)	9

SLAP

(Source: https://github.com/zyz282994112/GraphInception/tree/master/data)

链接:https://pan.baidu.com/s/1Vv6823BaAd2wRPpQHDEWUg 密码:dt5p

Entity	#Entity
Gene	20419
Ontology(gene feature)	3000
Tissue	/
Pathway	/
Diease	/
Chemical Compound	/
Family(gene label)	15

This repository is based on https://github.com/librahu/HIN-Datasets-for-Recommendation-and-Network-Embedding. Thanks to librahu.

datasets-for-heterogeneous-graph's Issues

Some request about the dataset

May I ask you for the douban dataset about the douban music？