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characteristics_table_basic_advanced.txt
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characteristics_table_basic_advanced.txt
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||------------------------------------------||--------------------------------------------------||---------------------------------------------------------------||
|| Dataset || Users | Items | Interactions | Density || spaceSizeLog | shapeLog | densityLog | userGini | itemGini ||
||------------------------------------------||--------------------------------------------------||---------------------------------------------------------------||
|| (1) Amazon (Amazon Instant Video) || 5,130 | 1,685 | 37,126 | 0.429498 || 3.937 | 0.484 | -2.367 | 0.221 | 0.563 ||
|| (2) Amazon (Apps for Android) || 87,271 | 13,209 | 752,937 | 0.065316 || 6.062 | 0.820 | -3.185 | 0.289 | 0.739 ||
|| (3) Amazon (Automotive) || 2,928 | 1,835 | 20,473 | 0.381043 || 3.730 | 0.203 | -2.419 | 0.195 | 0.378 ||
|| (4) Amazon (Baby) || 19,445 | 7,050 | 160,792 | 0.117292 || 5.137 | 0.441 | -2.931 | 0.263 | 0.549 ||
|| (5) Amazon (Beauty) || 22,363 | 12,101 | 198,502 | 0.073352 || 5.432 | 0.267 | -3.135 | 0.310 | 0.499 ||
|| (6) Amazon (Books) || 603,668 | 367,982 | 8,898,041 | 0.004006 || 8.347 | 0.215 | -4.397 | 0.513 | 0.600 ||
|| (7) Amazon (CDs & Vinyl) || 75,258 | 64,443 | 1,097,592 | 0.022631 || 6.686 | 0.067 | -3.645 | 0.512 | 0.511 ||
|| (8) Amazon (Cell Phones & Accessories) || 27,879 | 10,429 | 194,439 | 0.066875 || 5.464 | 0.427 | -3.175 | 0.202 | 0.532 ||
|| (9) Amazon (Clothing Shoes & Jewelry) || 39,387 | 23,033 | 278,677 | 0.030718 || 5.958 | 0.233 | -3.513 | 0.200 | 0.405 ||
|| (10) Amazon (Digital Music) || 5,541 | 3,568 | 64,706 | 0.327289 || 4.296 | 0.191 | -2.485 | 0.426 | 0.484 ||
|| (11) Amazon (Electronics) || 192,403 | 63,001 | 1,689,188 | 0.013935 || 7.084 | 0.485 | -3.856 | 0.299 | 0.620 ||
|| (12) Amazon (Grocery & Gourmet Food) || 14,681 | 8,713 | 151,254 | 0.118245 || 5.107 | 0.227 | -2.927 | 0.368 | 0.547 ||
|| (13) Amazon (Health & Personal Care) || 38,609 | 18,534 | 346,355 | 0.048402 || 5.855 | 0.319 | -3.315 | 0.323 | 0.521 ||
|| (14) Amazon (Home & Kitchen) || 66,519 | 28,237 | 551,682 | 0.029371 || 6.274 | 0.372 | -3.532 | 0.278 | 0.530 ||
|| (15) Amazon (Kindle Store) || 68,223 | 61,934 | 982,619 | 0.023255 || 6.626 | 0.042 | -3.633 | 0.485 | 0.464 ||
|| (16) Amazon (Movies & TV) || 123,960 | 50,052 | 1,697,533 | 0.027360 || 6.793 | 0.394 | -3.563 | 0.500 | 0.641 ||
|| (17) Amazon (Musical Instruments) || 1,429 | 900 | 10,261 | 0.797838 || 3.109 | 0.201 | -2.098 | 0.208 | 0.387 ||
|| (18) Amazon (Office Products) || 4,905 | 2,420 | 53,258 | 0.448674 || 4.074 | 0.307 | -2.348 | 0.358 | 0.532 ||
|| (19) Amazon (Patio Lawn & Garden) || 1,686 | 962 | 13,272 | 0.818283 || 3.210 | 0.244 | -2.087 | 0.252 | 0.435 ||
|| (20) Amazon (Pet Supplies) || 19,856 | 8,510 | 157,836 | 0.093408 || 5.228 | 0.368 | -3.030 | 0.251 | 0.525 ||
|| (21) Amazon (Sports & Outdoors) || 35,598 | 18,357 | 296,337 | 0.045348 || 5.815 | 0.288 | -3.343 | 0.272 | 0.490 ||
|| (22) Amazon (Tools & Home Improvement) || 16,638 | 10,217 | 134,476 | 0.079108 || 5.230 | 0.212 | -3.102 | 0.264 | 0.418 ||
|| (23) Amazon (Toys & Games) || 19,412 | 11,924 | 167,597 | 0.072406 || 5.364 | 0.212 | -3.140 | 0.303 | 0.436 ||
|| (24) Amazon (Video Games) || 24,303 | 10,672 | 231,780 | 0.089366 || 5.414 | 0.357 | -3.049 | 0.344 | 0.537 ||
|| (25) Amazon Fine Food || 5,012 | 17,666 | 175,437 | 0.198140 || 4.947 | -0.547 | -2.703 | 0.664 | 0.316 ||
|| (26) BookCrossing || 15,798 | 38,094 | 585,584 | 0.097304 || 5.779 | -0.382 | -3.012 | 0.702 | 0.500 ||
|| (27) CiteULike-a || 5,540 | 15,209 | 200,329 | 0.237757 || 4.926 | -0.439 | -2.624 | 0.474 | 0.359 ||
|| (28) CiteULike-t || 3,982 | 6,590 | 82,388 | 0.313962 || 4.419 | -0.219 | -2.503 | 0.562 | 0.414 ||
|| (29) Epinions || 20,397 | 21,901 | 446,892 | 0.100040 || 5.650 | -0.031 | -3.000 | 0.499 | 0.565 ||
|| (30) FilmTrust || 1,208 | 406 | 31,671 | 6.457565 || 2.691 | 0.474 | -1.190 | 0.377 | 0.812 ||
|| (31) Flixster || 69,367 | 25,678 | 8,000,204 | 0.449145 || 6.251 | 0.432 | -2.348 | 0.758 | 0.891 ||
|| (32) GoodReads (Comics) || 100,950 | 59,196 | 4,190,598 | 0.070126 || 6.776 | 0.232 | -3.154 | 0.661 | 0.757 ||
|| (33) Goodbooks || 53,424 | 10,000 | 5,976,479 | 1.118688 || 5.728 | 0.728 | -1.951 | 0.129 | 0.613 ||
|| (34) Gowalla || 48,950 | 47,198 | 2,297,266 | 0.099434 || 6.364 | 0.016 | -3.002 | 0.603 | 0.411 ||
|| (35) HetRec2011-LastFM-2K || 1,859 | 2,823 | 71,355 | 1.359672 || 3.720 | -0.181 | -1.867 | 0.137 | 0.600 ||
|| (36) HetRec2011-ML-2K || 2,113 | 8,155 | 850,991 | 4.938573 || 4.236 | -0.587 | -1.306 | 0.510 | 0.684 ||
|| (37) Last.fm 1K || 988 | 25,620 | 683,868 | 2.701694 || 4.403 | -1.414 | -1.568 | 0.473 | 0.613 ||
|| (38) Last.fm 360K || 358,592 | 87,627 | 17,171,606 | 0.054648 || 7.497 | 0.612 | -3.262 | 0.089 | 0.870 ||
|| (39) ML-100K || 943 | 1,349 | 99,287 | 7.804925 || 3.105 | -0.156 | -1.108 | 0.470 | 0.549 ||
|| (40) ML-10M || 69,878 | 10,196 | 9,998,816 | 1.403390 || 5.853 | 0.836 | -1.853 | 0.571 | 0.796 ||
|| (41) ML-1M || 6,040 | 3,416 | 999,611 | 4.844804 || 4.315 | 0.248 | -1.315 | 0.529 | 0.603 ||
|| (42) ML-20M || 138,493 | 18,345 | 19,984,024 | 0.786570 || 6.405 | 0.878 | -2.104 | 0.580 | 0.860 ||
|| (43) Meetup (NYC) || 13,949 | 14,007 | 207,512 | 0.106207 || 5.291 | -0.002 | -2.974 | 0.452 | 0.426 ||
|| (44) Million Song Dataset || 659,313 | 38,473 | 34,501,736 | 0.136017 || 7.404 | 1.234 | -2.866 | 0.421 | 0.545 ||
|| (45) Million Song Dataset (TPS) || 211,830 | 22,781 | 13,964,169 | 0.289371 || 6.684 | 0.968 | -2.539 | 0.373 | 0.603 ||
|| (46) Netflix || 472,987 | 17,769 | 100,461,928 | 1.195334 || 6.925 | 1.425 | -1.923 | 0.598 | 0.838 ||
|| (47) Pinterest || 55,187 | 9,643 | 1,500,137 | 0.281891 || 5.726 | 0.758 | -2.550 | 0.140 | 0.437 ||
|| (48) Yahoo! R1 || 1,539,120 | 38,804 | 114,358,083 | 0.191478 || 7.776 | 1.598 | -2.718 | 0.612 | 0.950 ||
|| (49) Yahoo! R2 || 200,000 | 136,736 | 78,344,627 | 0.286481 || 7.437 | 0.165 | -2.543 | 0.661 | 0.612 ||
|| (50) Yahoo! R4 || 7,620 | 3,783 | 207,773 | 0.720772 || 4.460 | 0.304 | -2.142 | 0.437 | 0.738 ||
|| (51) Yelp || 319,725 | 121,109 | 4,910,338 | 0.012681 || 7.588 | 0.422 | -3.897 | 0.495 | 0.660 ||
||------------------------------------------||--------------------------------------------------||---------------------------------------------------------------||