Datasets:

reczoo
/

Frappe_x1

label int64 0 1	user int64 0 956	item int64 957 5.04k	daytime int64 5.04k 5.05k	weekday int64 5.05k 5.05k	isweekend int64 5.05k 5.05k	homework int64 5.06k 5.06k	cost int64 5.06k 5.06k	weather int64 5.06k 5.07k	country int64 5.07k 5.15k	city int64 5.15k 5.38k
0	204	4,798	5,041	5,046	5,053	5,055	5,058	5,060	5,073	5,183
1	42	1,572	5,042	5,047	5,053	5,055	5,058	5,060	5,070	5,150
1	282	2,552	5,044	5,052	5,054	5,055	5,058	5,060	5,072	5,244
0	215	1,402	5,039	5,051	5,054	5,055	5,058	5,063	5,069	5,149
0	346	2,423	5,043	5,051	5,054	5,055	5,058	5,063	5,088	5,149
0	391	2,081	5,039	5,050	5,054	5,055	5,058	5,060	5,088	5,268
0	164	3,515	5,042	5,052	5,053	5,055	5,058	5,062	5,074	5,149
0	4	1,177	5,044	5,049	5,054	5,057	5,058	5,060	5,071	5,152
0	177	1,444	5,042	5,049	5,054	5,055	5,058	5,062	5,075	5,149
0	7	2,412	5,039	5,049	5,054	5,055	5,058	5,061	5,072	5,153
1	176	2,582	5,041	5,046	5,053	5,055	5,058	5,062	5,074	5,149
0	23	2,027	5,040	5,050	5,054	5,055	5,058	5,061	5,075	5,149
0	37	3,457	5,040	5,046	5,053	5,055	5,058	5,062	5,073	5,161
0	117	2,676	5,040	5,049	5,054	5,055	5,058	5,060	5,100	5,192
1	243	1,255	5,042	5,051	5,054	5,055	5,058	5,064	5,075	5,238
1	89	978	5,039	5,047	5,053	5,055	5,058	5,060	5,073	5,157
0	85	4,988	5,041	5,051	5,054	5,055	5,059	5,061	5,075	5,159
1	377	1,187	5,040	5,046	5,053	5,055	5,058	5,061	5,077	5,155
0	201	3,693	5,041	5,047	5,053	5,055	5,058	5,061	5,070	5,150
0	276	1,824	5,041	5,052	5,053	5,055	5,058	5,061	5,070	5,149
1	125	1,050	5,040	5,048	5,054	5,056	5,058	5,061	5,075	5,159
1	184	973	5,041	5,046	5,053	5,056	5,058	5,060	5,069	5,151
1	331	1,289	5,040	5,047	5,053	5,055	5,059	5,061	5,069	5,149
0	22	3,422	5,039	5,050	5,054	5,057	5,058	5,061	5,075	5,159
0	194	1,199	5,039	5,046	5,053	5,055	5,058	5,061	5,106	5,212
1	414	962	5,043	5,047	5,053	5,055	5,058	5,062	5,094	5,272
1	265	982	5,044	5,051	5,054	5,055	5,058	5,061	5,079	5,149
0	70	4,522	5,040	5,051	5,054	5,055	5,058	5,062	5,074	5,149
0	71	1,404	5,040	5,048	5,054	5,056	5,058	5,061	5,069	5,172
0	74	1,002	5,045	5,047	5,053	5,057	5,058	5,061	5,073	5,175
0	16	1,970	5,043	5,047	5,053	5,055	5,059	5,063	5,073	5,156
0	70	2,142	5,043	5,047	5,053	5,055	5,058	5,064	5,070	5,154
0	272	1,873	5,041	5,047	5,053	5,055	5,058	5,065	5,069	5,246
0	178	3,919	5,040	5,052	5,054	5,056	5,058	5,061	5,075	5,149
1	7	1,268	5,039	5,046	5,053	5,055	5,058	5,061	5,072	5,153
0	50	3,943	5,043	5,048	5,054	5,055	5,058	5,061	5,077	5,155
1	273	974	5,041	5,051	5,054	5,055	5,058	5,063	5,069	5,149
0	127	3,184	5,040	5,050	5,054	5,057	5,058	5,061	5,088	5,149
0	377	4,716	5,041	5,051	5,054	5,055	5,058	5,063	5,077	5,155
0	80	1,884	5,043	5,047	5,053	5,056	5,058	5,061	5,070	5,149
0	401	3,692	5,039	5,049	5,054	5,056	5,058	5,061	5,075	5,149
1	271	978	5,041	5,052	5,053	5,055	5,058	5,060	5,069	5,149
1	180	1,276	5,041	5,052	5,053	5,055	5,058	5,062	5,070	5,150
1	254	1,179	5,040	5,052	5,054	5,055	5,058	5,061	5,069	5,180
0	47	2,866	5,041	5,049	5,054	5,055	5,059	5,063	5,077	5,155
0	117	4,625	5,041	5,046	5,053	5,055	5,058	5,061	5,100	5,192
1	270	966	5,045	5,049	5,054	5,055	5,058	5,061	5,070	5,150
1	271	3,431	5,039	5,048	5,054	5,055	5,058	5,060	5,069	5,149
0	158	4,210	5,041	5,048	5,054	5,056	5,058	5,061	5,070	5,149
1	130	1,194	5,040	5,049	5,054	5,055	5,058	5,060	5,078	5,165
0	626	1,299	5,039	5,051	5,054	5,055	5,058	5,062	5,074	5,149
1	347	1,331	5,041	5,046	5,053	5,055	5,058	5,061	5,077	5,155
0	77	2,006	5,045	5,051	5,054	5,055	5,058	5,063	5,069	5,149
0	155	2,165	5,040	5,048	5,054	5,056	5,058	5,061	5,070	5,150
0	179	1,141	5,039	5,049	5,054	5,055	5,058	5,061	5,069	5,149
1	326	1,999	5,042	5,052	5,053	5,057	5,058	5,064	5,121	5,255
0	390	1,433	5,039	5,047	5,053	5,055	5,058	5,060	5,069	5,149
1	33	968	5,039	5,051	5,054	5,055	5,058	5,060	5,084	5,160
0	59	2,478	5,040	5,051	5,054	5,055	5,058	5,062	5,089	5,170
1	264	1,260	5,040	5,050	5,054	5,056	5,058	5,061	5,070	5,149
0	165	3,789	5,040	5,049	5,054	5,055	5,058	5,063	5,077	5,155
0	80	4,191	5,040	5,048	5,054	5,056	5,058	5,060	5,070	5,149
0	164	3,825	5,042	5,049	5,054	5,055	5,058	5,062	5,074	5,149
0	374	4,115	5,039	5,046	5,053	5,055	5,058	5,060	5,072	5,264
0	272	1,223	5,043	5,052	5,054	5,055	5,058	5,063	5,069	5,149
0	377	4,261	5,042	5,049	5,054	5,055	5,058	5,061	5,077	5,155
1	71	1,746	5,044	5,048	5,054	5,056	5,058	5,060	5,069	5,172
1	117	973	5,042	5,050	5,054	5,055	5,058	5,060	5,100	5,192
0	86	3,492	5,040	5,047	5,053	5,055	5,058	5,061	5,075	5,159
1	1	958	5,039	5,048	5,054	5,055	5,058	5,061	5,070	5,150
0	46	4,338	5,042	5,048	5,054	5,055	5,058	5,061	5,086	5,211
1	85	1,919	5,040	5,051	5,054	5,055	5,058	5,061	5,075	5,159
1	236	974	5,041	5,047	5,053	5,055	5,058	5,061	5,075	5,290
1	41	982	5,044	5,051	5,054	5,055	5,058	5,060	5,085	5,149
0	194	4,512	5,041	5,049	5,054	5,055	5,058	5,064	5,106	5,212
0	87	3,232	5,044	5,046	5,053	5,055	5,058	5,064	5,069	5,162
0	47	1,021	5,041	5,051	5,054	5,055	5,058	5,063	5,077	5,155
0	283	3,339	5,042	5,050	5,054	5,056	5,058	5,061	5,075	5,245
0	160	3,843	5,039	5,049	5,054	5,055	5,058	5,061	5,070	5,150
0	48	3,064	5,040	5,052	5,054	5,057	5,059	5,060	5,070	5,150
1	9	957	5,041	5,051	5,054	5,055	5,058	5,062	5,074	5,149
0	377	4,449	5,040	5,046	5,053	5,055	5,058	5,063	5,077	5,155
0	862	3,393	5,040	5,052	5,054	5,055	5,058	5,063	5,076	5,205
0	232	4,802	5,043	5,050	5,054	5,056	5,058	5,060	5,069	5,185
0	24	3,762	5,039	5,049	5,054	5,055	5,058	5,063	5,069	5,149
0	510	3,492	5,039	5,051	5,054	5,055	5,058	5,060	5,070	5,173
1	232	978	5,040	5,050	5,054	5,055	5,058	5,061	5,069	5,185
1	9	983	5,044	5,047	5,053	5,055	5,058	5,062	5,074	5,149
0	91	3,319	5,040	5,047	5,053	5,055	5,058	5,062	5,095	5,149
0	159	1,778	5,040	5,048	5,054	5,055	5,058	5,063	5,077	5,155
1	187	4,053	5,039	5,048	5,054	5,055	5,058	5,063	5,077	5,155
0	220	3,413	5,041	5,051	5,054	5,055	5,058	5,060	5,088	5,226
1	56	1,006	5,041	5,052	5,053	5,055	5,058	5,061	5,085	5,201
1	64	1,035	5,045	5,052	5,054	5,057	5,058	5,061	5,070	5,150
0	37	3,247	5,040	5,047	5,053	5,055	5,058	5,064	5,073	5,161
0	117	4,691	5,041	5,046	5,053	5,055	5,058	5,061	5,100	5,192
0	276	3,699	5,040	5,048	5,054	5,055	5,058	5,061	5,070	5,149
1	142	1,268	5,040	5,051	5,054	5,056	5,058	5,060	5,102	5,149
1	91	973	5,043	5,051	5,054	5,056	5,058	5,065	5,095	5,149
1	52	1,143	5,043	5,050	5,054	5,055	5,058	5,061	5,075	5,167

End of preview. Expand in Dataset Viewer.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co./docs/hub/datasets-cards)

Frappe_x1

Dataset description:

The Frappe dataset contains a context-aware app usage log, which comprises 96203 entries by 957 users for 4082 apps used in various contexts. It has 10 feature fields including user_id, item_id, daytime, weekday, isweekend, homework, cost, weather, country, city. The target value indicates whether the user has used the app under the context. Following the AFN work, we randomly split the data into 7:2:1 as the training set, validation set, and test set, respectively.

The dataset statistics are summarized as follows:

Dataset Split Total #Train #Validation #Test

Frappe_x1 288,609 202,027 57,722 28,860
Source: https://www.baltrunas.info/context-aware
Download: https://huggingface.co./datasets/reczoo/Frappe_x1/tree/main
Repository: https://github.com/reczoo/Datasets
Used by papers:
- Weiyu Cheng, Yanyan Shen, Linpeng Huang. Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. In AAAI 2020.
- Kelong Mao, Jieming Zhu, Liangcai Su, Guohao Cai, Yuru Li, Zhenhua Dong. FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction. In AAAI 2023.
- Jieming Zhu, Qinglin Jia, Guohao Cai, Quanyu Dai, Jingjie Li, Zhenhua Dong, Ruiming Tang, Rui Zhang. FINAL: Factorized Interaction Layer for CTR Prediction. In SIGIR 2023.

Dataset Split	Total	#Train	#Validation	#Test
Frappe_x1	288,609	202,027	57,722	28,860

Check the md5sum for data integrity:

$ md5sum train.csv valid.csv test.csv
ba7306e6c4fc19dd2cd84f2f0596d158 train.csv
88d51bf2173505436d3a8f78f2a59da8 valid.csv
3470f6d32713dc5f7715f198ca7c612a test.csv

Downloads last month: 70

Size of downloaded dataset files:

2.8 MB

Size of the auto-converted Parquet files:

4.19 MB

Number of rows:

288,609