Datasetpublic

reczoo/Gowalla_m1

Gowalla_m1 Dataset description: The dataset statistics are summarized as follows: Dataset ID #Users #Items #Interactions #Train #Test Density Gowalla_m1 29,858 40,981 1,027,370 810,128 217,242 0.00084 Source: https://snap.stanford.edu/data/loc-gowalla.html Download: https://huggingface.co/datasets/reczoo/Gowalla_m1/tree/main RecZoo Datasets: https://github.com/reczoo/Datasets Used by papers: Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Gowalla_m1.

sourceHugging Faceupdated 3y agoView on Hugging Face

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Dataset Card

Gowalla_m1

—Dataset description:

The dataset statistics are summarized as follows:

Dataset ID	#Users	#Items	#Interactions	#Train	#Test	Density
Gowalla_m1	29,858	40,981	1,027,370	810,128	217,242	0.00084

—Source: https://snap.stanford.edu/data/loc-gowalla.html
—Download: https://huggingface.co/datasets/reczoo/Gowalla_m1/tree/main
—RecZoo Datasets: https://github.com/reczoo/Datasets

—Used by papers:
—Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang. LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. In SIGIR 2020.
—Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He. SimpleX: A Simple and Strong Baseline for Collaborative Filtering. In CIKM 2021.
—Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He. UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation. In CIKM 2021.

—Check the md5sum for data integrity:

bash

  $ md5sum *.txt
  13b1c0d75b07b8cea9413f40042f476f  item_list.txt
  c04e2c4bcd2389f53ed8281816166149  test.txt
  5eec1eb2edb8dd648377d348b8e136cf  train.txt
  f83ec6f2cd974ba6470e8808830cc144  user_list.txt