_id
stringlengths 1
5
| city
stringclasses 10
values | realSum
float64 34.8
18.5k
| room_type
stringclasses 3
values | room_shared
bool 2
classes | room_private
bool 2
classes | person_capacity
float64 2
6
| host_is_superhost
bool 2
classes | multi
int64 0
1
| biz
int64 0
1
| cleanliness_rating
float64 2
10
| guest_satisfaction_overall
float64 20
100
| bedrooms
int64 0
10
| dist
float64 0.02
25.3
| metro_dist
float64 0
14.3
| attr_index
float64 15.2
4.51k
| attr_index_norm
float64 0.93
100
| rest_index
float64 19.6
6.7k
| rest_index_norm
float64 0.59
100
| lng
float64 -9.23
23.8
| lat
float64 38
52.6
| day_type
stringclasses 2
values |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | Amsterdam | 194.033698 | Private room | false | true | 2 | false | 1 | 0 | 10 | 93 | 1 | 5.022964 | 2.53938 | 78.690379 | 4.166708 | 98.253896 | 6.846473 | 4.90569 | 52.41772 | weekdays |
1 | Amsterdam | 344.245776 | Private room | false | true | 4 | false | 0 | 0 | 8 | 85 | 1 | 0.488389 | 0.239404 | 631.176378 | 33.421209 | 837.280757 | 58.342928 | 4.90005 | 52.37432 | weekdays |
2 | Amsterdam | 264.101422 | Private room | false | true | 2 | false | 0 | 1 | 9 | 87 | 1 | 5.748312 | 3.651621 | 75.275877 | 3.985908 | 95.386955 | 6.6467 | 4.97512 | 52.36103 | weekdays |
3 | Amsterdam | 433.529398 | Private room | false | true | 4 | false | 0 | 1 | 9 | 90 | 2 | 0.384862 | 0.439876 | 493.272534 | 26.119108 | 875.033098 | 60.973565 | 4.89417 | 52.37663 | weekdays |
4 | Amsterdam | 485.552926 | Private room | false | true | 2 | true | 0 | 0 | 10 | 98 | 1 | 0.544738 | 0.318693 | 552.830324 | 29.272733 | 815.30574 | 56.811677 | 4.90051 | 52.37508 | weekdays |
5 | Amsterdam | 552.808567 | Private room | false | true | 3 | false | 0 | 0 | 8 | 100 | 2 | 2.13142 | 1.904668 | 174.788957 | 9.255191 | 225.201662 | 15.692376 | 4.87699 | 52.38966 | weekdays |
6 | Amsterdam | 215.124317 | Private room | false | true | 2 | false | 0 | 0 | 10 | 94 | 1 | 1.881092 | 0.729747 | 200.167652 | 10.59901 | 242.765524 | 16.916251 | 4.9157 | 52.38296 | weekdays |
7 | Amsterdam | 2,771.307384 | Entire home/apt | false | false | 4 | true | 0 | 0 | 10 | 100 | 3 | 1.686807 | 1.458404 | 208.808109 | 11.056528 | 272.313823 | 18.975219 | 4.88467 | 52.38749 | weekdays |
8 | Amsterdam | 1,001.80442 | Entire home/apt | false | false | 4 | false | 0 | 0 | 9 | 96 | 2 | 3.719141 | 1.196112 | 106.226456 | 5.624761 | 133.876202 | 9.328686 | 4.86459 | 52.40175 | weekdays |
9 | Amsterdam | 276.521454 | Private room | false | true | 2 | false | 1 | 0 | 10 | 88 | 1 | 3.142361 | 0.924404 | 206.252862 | 10.921226 | 238.291258 | 16.604478 | 4.876 | 52.347 | weekdays |
10 | Amsterdam | 909.474375 | Entire home/apt | false | false | 2 | false | 0 | 0 | 10 | 96 | 1 | 1.009922 | 0.917115 | 409.858124 | 21.70226 | 555.114276 | 38.681161 | 4.87956 | 52.36953 | weekdays |
11 | Amsterdam | 319.640053 | Private room | false | true | 2 | true | 1 | 0 | 10 | 97 | 1 | 2.182707 | 1.590381 | 191.501339 | 10.140123 | 229.297401 | 15.977773 | 4.92496 | 52.37107 | weekdays |
12 | Amsterdam | 675.60284 | Entire home/apt | false | false | 4 | false | 0 | 0 | 8 | 87 | 1 | 2.933046 | 0.628073 | 214.923342 | 11.380334 | 269.624904 | 18.787851 | 4.88934 | 52.34697 | weekdays |
13 | Amsterdam | 552.808567 | Entire home/apt | false | false | 2 | true | 0 | 0 | 10 | 100 | 1 | 1.305494 | 1.342162 | 325.255952 | 17.222519 | 390.912052 | 27.239314 | 4.87417 | 52.37509 | weekdays |
14 | Amsterdam | 209.031472 | Private room | false | true | 2 | false | 1 | 0 | 8 | 96 | 1 | 7.304535 | 3.720814 | 59.776181 | 3.165188 | 75.701057 | 5.274959 | 4.99679 | 52.35645 | weekdays |
15 | Amsterdam | 368.851499 | Private room | false | true | 2 | true | 0 | 0 | 10 | 98 | 1 | 1.031101 | 0.557885 | 359.921932 | 19.058105 | 439.950562 | 30.656388 | 4.90809 | 52.37455 | weekdays |
16 | Amsterdam | 368.851499 | Private room | false | true | 2 | false | 0 | 0 | 10 | 90 | 1 | 1.327797 | 0.119528 | 539.012884 | 28.54109 | 573.896572 | 39.989939 | 4.88971 | 52.36148 | weekdays |
17 | Amsterdam | 337.91859 | Private room | false | true | 2 | true | 1 | 0 | 10 | 97 | 1 | 1.366334 | 0.534933 | 576.082826 | 30.503968 | 845.957616 | 58.947544 | 4.88368 | 52.36239 | weekdays |
18 | Amsterdam | 313.547208 | Private room | false | true | 2 | true | 1 | 0 | 10 | 96 | 1 | 1.289759 | 0.552116 | 528.940556 | 28.007754 | 1,023.904785 | 71.347159 | 4.8839 | 52.3631 | weekdays |
19 | Amsterdam | 447.589811 | Entire home/apt | false | false | 2 | false | 1 | 0 | 9 | 93 | 1 | 1.057619 | 1.065339 | 422.852906 | 22.390342 | 476.696992 | 33.216932 | 4.87757 | 52.37336 | weekdays |
20 | Amsterdam | 243.245143 | Private room | false | true | 2 | true | 1 | 0 | 10 | 96 | 1 | 2.870633 | 1.278894 | 169.695755 | 8.985503 | 210.267692 | 14.651755 | 4.85206 | 52.36734 | weekdays |
21 | Amsterdam | 933.845757 | Entire home/apt | false | false | 4 | false | 0 | 0 | 10 | 96 | 2 | 1.014066 | 0.377104 | 477.79407 | 25.299513 | 664.053251 | 46.272186 | 4.89088 | 52.36422 | weekdays |
22 | Amsterdam | 251.915731 | Private room | false | true | 2 | false | 1 | 0 | 10 | 97 | 1 | 1.247084 | 1.098774 | 267.32599 | 14.155089 | 366.46465 | 25.535784 | 4.88642 | 52.38367 | weekdays |
23 | Amsterdam | 377.287746 | Private room | false | true | 2 | false | 0 | 0 | 10 | 98 | 1 | 1.167492 | 0.983743 | 278.800595 | 14.762677 | 383.577893 | 26.728259 | 4.88799 | 52.38325 | weekdays |
24 | Amsterdam | 245.588545 | Private room | false | true | 2 | true | 1 | 0 | 10 | 96 | 1 | 4.230634 | 2.687144 | 92.213602 | 4.882772 | 116.217144 | 8.098178 | 4.89595 | 52.41122 | weekdays |
25 | Amsterdam | 217.70206 | Private room | false | true | 2 | false | 1 | 0 | 8 | 93 | 1 | 4.180815 | 2.808438 | 93.270764 | 4.938749 | 117.759656 | 8.205662 | 4.89375 | 52.41081 | weekdays |
26 | Amsterdam | 295.034331 | Private room | false | true | 2 | false | 1 | 0 | 10 | 95 | 1 | 3.366019 | 0.225882 | 170.028697 | 9.003133 | 217.155231 | 15.131689 | 4.895 | 52.343 | weekdays |
27 | Amsterdam | 295.034331 | Private room | false | true | 2 | false | 0 | 0 | 10 | 94 | 1 | 4.12728 | 0.839325 | 129.229699 | 6.842798 | 164.405009 | 11.455978 | 4.84631 | 52.34966 | weekdays |
28 | Amsterdam | 1,032.971668 | Entire home/apt | false | false | 4 | false | 1 | 0 | 9 | 96 | 2 | 2.161608 | 1.424169 | 183.365259 | 9.709312 | 222.389689 | 15.496434 | 4.92432 | 52.37676 | weekdays |
29 | Amsterdam | 270.428608 | Private room | false | true | 4 | true | 0 | 0 | 10 | 98 | 1 | 4.885478 | 1.094837 | 91.666212 | 4.853787 | 114.674343 | 7.990673 | 4.82174 | 52.37781 | weekdays |
30 | Amsterdam | 524.687742 | Entire home/apt | false | false | 2 | false | 0 | 1 | 9 | 89 | 1 | 1.126327 | 1.121071 | 386.364966 | 20.458282 | 462.805934 | 32.248983 | 4.87657 | 52.37288 | weekdays |
31 | Amsterdam | 599.676611 | Entire home/apt | false | false | 4 | false | 0 | 0 | 9 | 94 | 3 | 3.363591 | 0.697422 | 156.237115 | 8.272859 | 198.874121 | 13.857835 | 4.90806 | 52.34442 | weekdays |
32 | Amsterdam | 516.017154 | Entire home/apt | false | false | 4 | false | 0 | 0 | 9 | 100 | 2 | 1.071168 | 0.382535 | 487.873022 | 25.833201 | 702.928876 | 48.981095 | 4.88881 | 52.36397 | weekdays |
33 | Amsterdam | 602.254353 | Entire home/apt | false | false | 3 | false | 0 | 0 | 10 | 100 | 2 | 3.85629 | 0.727962 | 148.724103 | 7.87504 | 184.259848 | 12.839491 | 4.86021 | 52.34502 | weekdays |
34 | Amsterdam | 504.065803 | Entire home/apt | false | false | 4 | false | 0 | 0 | 9 | 94 | 2 | 4.075248 | 1.873411 | 98.636634 | 5.222875 | 122.125542 | 8.509883 | 4.94798 | 52.38786 | weekdays |
35 | Amsterdam | 1,609.917278 | Entire home/apt | false | false | 6 | false | 1 | 0 | 10 | 96 | 3 | 2.988589 | 1.750003 | 207.952474 | 11.011222 | 241.778127 | 16.847448 | 4.86225 | 52.35413 | weekdays |
36 | Amsterdam | 310.969465 | Entire home/apt | false | false | 2 | false | 1 | 0 | 9 | 94 | 0 | 4.147087 | 0.038355 | 118.778885 | 6.289421 | 151.376393 | 10.548125 | 4.92058 | 52.33997 | weekdays |
37 | Amsterdam | 202.704286 | Private room | false | true | 2 | false | 0 | 0 | 10 | 94 | 1 | 5.61175 | 3.911722 | 71.345009 | 3.777766 | 89.084486 | 6.207535 | 4.885 | 52.42343 | weekdays |
38 | Amsterdam | 796.288051 | Entire home/apt | false | false | 4 | false | 0 | 0 | 10 | 94 | 2 | 2.854992 | 1.702583 | 202.843105 | 10.740677 | 271.381325 | 18.910241 | 4.8588 | 52.35848 | weekdays |
39 | Amsterdam | 504.065803 | Private room | false | true | 2 | false | 0 | 0 | 9 | 96 | 1 | 6.411657 | 4.143227 | 67.215397 | 3.5591 | 83.998426 | 5.853131 | 4.98597 | 52.36376 | weekdays |
40 | Amsterdam | 319.640053 | Private room | false | true | 2 | false | 0 | 1 | 10 | 95 | 1 | 0.540354 | 0.338658 | 558.609922 | 29.578767 | 816.910377 | 56.92349 | 4.90032 | 52.37525 | weekdays |
41 | Amsterdam | 614.440044 | Private room | false | true | 4 | false | 0 | 1 | 9 | 96 | 1 | 0.495828 | 0.332742 | 717.446444 | 37.989266 | 848.404842 | 59.11807 | 4.89969 | 52.37513 | weekdays |
42 | Amsterdam | 467.040049 | Private room | false | true | 3 | false | 0 | 1 | 10 | 94 | 1 | 0.514356 | 0.277211 | 589.280802 | 31.20281 | 873.364299 | 60.857281 | 4.90027 | 52.37469 | weekdays |
43 | Amsterdam | 716.378038 | Entire home/apt | false | false | 5 | true | 0 | 0 | 10 | 96 | 2 | 3.695005 | 0.397528 | 116.723996 | 6.180613 | 147.252275 | 10.26075 | 4.841 | 52.38253 | weekdays |
44 | Amsterdam | 350.104281 | Private room | false | true | 2 | false | 1 | 0 | 10 | 91 | 0 | 1.097869 | 0.956928 | 293.06067 | 15.517757 | 426.571886 | 29.724143 | 4.88774 | 52.38254 | weekdays |
45 | Amsterdam | 319.640053 | Private room | false | true | 2 | false | 0 | 1 | 10 | 97 | 1 | 0.384612 | 0.312638 | 666.907625 | 35.313202 | 811.486344 | 56.545536 | 4.89831 | 52.37457 | weekdays |
46 | Amsterdam | 467.040049 | Private room | false | true | 3 | false | 0 | 1 | 10 | 96 | 1 | 0.471547 | 0.143263 | 767.098827 | 40.618393 | 825.05277 | 57.490864 | 4.90002 | 52.37341 | weekdays |
47 | Amsterdam | 983.291543 | Entire home/apt | false | false | 3 | true | 0 | 0 | 10 | 100 | 2 | 1.430511 | 1.352587 | 322.018769 | 17.051108 | 423.352724 | 29.499827 | 4.87317 | 52.36917 | weekdays |
48 | Amsterdam | 298.783774 | Private room | false | true | 2 | true | 0 | 0 | 9 | 94 | 0 | 4.224209 | 1.519311 | 108.745892 | 5.758167 | 138.786731 | 9.670859 | 4.93986 | 52.34829 | weekdays |
49 | Amsterdam | 196.61144 | Private room | false | true | 4 | false | 0 | 0 | 9 | 94 | 1 | 6.198279 | 2.371267 | 65.76108 | 3.482093 | 81.384267 | 5.670973 | 4.96617 | 52.40648 | weekdays |
50 | Amsterdam | 430.248635 | Entire home/apt | false | false | 2 | false | 0 | 0 | 10 | 96 | 1 | 3.019441 | 0.792407 | 144.549984 | 7.654018 | 182.761984 | 12.735118 | 4.84941 | 52.37788 | weekdays |
51 | Amsterdam | 319.640053 | Private room | false | true | 2 | false | 0 | 1 | 9 | 95 | 1 | 0.363345 | 0.20964 | 1,238.466777 | 65.577639 | 755.132221 | 52.6187 | 4.89843 | 52.3734 | weekdays |
52 | Amsterdam | 405.642912 | Private room | false | true | 4 | true | 0 | 0 | 9 | 98 | 1 | 5.036498 | 1.246611 | 87.204732 | 4.617548 | 109.09581 | 7.601953 | 4.82115 | 52.38375 | weekdays |
53 | Amsterdam | 334.169147 | Private room | false | true | 2 | true | 1 | 0 | 10 | 97 | 1 | 1.151764 | 0.897026 | 425.345885 | 22.522347 | 628.012449 | 43.760811 | 4.881 | 52.366 | weekdays |
54 | Amsterdam | 491.880112 | Private room | false | true | 2 | false | 0 | 1 | 9 | 98 | 1 | 0.375135 | 0.190395 | 1,888.550428 | 100 | 747.801249 | 52.107867 | 4.89861 | 52.37326 | weekdays |
55 | Amsterdam | 319.640053 | Private room | false | true | 2 | false | 0 | 1 | 9 | 95 | 1 | 0.360507 | 0.223507 | 1,030.28114 | 54.554071 | 761.552854 | 53.066099 | 4.89837 | 52.37355 | weekdays |
56 | Amsterdam | 780.352916 | Private room | false | true | 4 | false | 0 | 1 | 10 | 100 | 5 | 1.395579 | 0.857239 | 311.014115 | 16.468404 | 350.850364 | 24.447758 | 4.91319 | 52.37075 | weekdays |
57 | Amsterdam | 355.025426 | Entire home/apt | false | false | 2 | false | 0 | 0 | 9 | 90 | 1 | 1.483371 | 0.536238 | 334.98271 | 17.737557 | 370.014462 | 25.78314 | 4.91113 | 52.36575 | weekdays |
58 | Amsterdam | 1,044.688679 | Entire home/apt | false | false | 4 | false | 0 | 0 | 10 | 98 | 2 | 1.505924 | 0.175795 | 304.279396 | 16.111796 | 364.862825 | 25.424167 | 4.9075 | 52.36296 | weekdays |
59 | Amsterdam | 847.842898 | Entire home/apt | false | false | 4 | false | 0 | 0 | 10 | 98 | 3 | 1.267328 | 1.158 | 363.994123 | 19.273731 | 480.583786 | 33.48777 | 4.87652 | 52.36806 | weekdays |
60 | Amsterdam | 373.772643 | Private room | false | true | 2 | true | 1 | 0 | 10 | 98 | 1 | 0.975069 | 1.104997 | 355.612611 | 18.829924 | 528.580622 | 36.832258 | 4.884 | 52.38 | weekdays |
61 | Amsterdam | 613.268343 | Entire home/apt | false | false | 4 | false | 1 | 0 | 9 | 84 | 1 | 0.227261 | 0.459807 | 562.265306 | 29.772322 | 798.40677 | 55.634132 | 4.89248 | 52.37524 | weekdays |
62 | Amsterdam | 238.323999 | Private room | false | true | 2 | true | 0 | 0 | 10 | 98 | 1 | 5.839438 | 3.833065 | 73.916233 | 3.913914 | 92.569208 | 6.450356 | 4.97698 | 52.36234 | weekdays |
63 | Amsterdam | 430.248635 | Entire home/apt | false | false | 2 | false | 0 | 0 | 10 | 97 | 1 | 3.029522 | 0.911247 | 139.934971 | 7.40965 | 176.924589 | 12.32836 | 4.85087 | 52.38181 | weekdays |
64 | Amsterdam | 347.995219 | Entire home/apt | false | false | 3 | false | 0 | 1 | 6 | 77 | 2 | 4.416817 | 0.446809 | 117.231069 | 6.207463 | 148.952353 | 10.379214 | 4.84034 | 52.35015 | weekdays |
65 | Amsterdam | 330.419703 | Entire home/apt | false | false | 2 | false | 0 | 0 | 10 | 98 | 1 | 2.564052 | 1.248153 | 167.55416 | 8.872104 | 209.167773 | 14.575111 | 4.85619 | 52.3778 | weekdays |
66 | Amsterdam | 1,179.668643 | Entire home/apt | false | false | 4 | true | 1 | 0 | 10 | 99 | 2 | 0.626568 | 0.581534 | 542.747913 | 28.738863 | 676.572745 | 47.144562 | 4.88428 | 52.37163 | weekdays |
67 | Amsterdam | 259.180278 | Private room | false | true | 2 | true | 1 | 0 | 10 | 98 | 1 | 5.241484 | 0.671241 | 100.422653 | 5.317446 | 124.576523 | 8.680671 | 4.859 | 52.331 | weekdays |
68 | Amsterdam | 277.927495 | Private room | false | true | 2 | true | 0 | 0 | 10 | 97 | 1 | 3.832914 | 2.391801 | 114.086735 | 6.040968 | 144.912157 | 10.097688 | 4.94543 | 52.36055 | weekdays |
69 | Amsterdam | 467.040049 | Entire home/apt | false | false | 3 | false | 0 | 0 | 9 | 96 | 2 | 2.387891 | 1.430394 | 181.674668 | 9.619794 | 225.9475 | 15.744347 | 4.85835 | 52.37612 | weekdays |
70 | Amsterdam | 583.741476 | Entire home/apt | false | false | 2 | true | 0 | 0 | 10 | 99 | 1 | 2.572843 | 1.472441 | 148.999173 | 7.889605 | 189.311403 | 13.191491 | 4.87162 | 52.39226 | weekdays |
71 | Amsterdam | 374.944344 | Private room | false | true | 4 | false | 0 | 1 | 6 | 88 | 1 | 0.944521 | 0.727107 | 320.239939 | 16.956918 | 458.132692 | 31.923345 | 4.89075 | 52.3816 | weekdays |
72 | Amsterdam | 372.366602 | Private room | false | true | 2 | false | 0 | 0 | 10 | 97 | 1 | 3.893254 | 0.657434 | 147.229707 | 7.795911 | 179.489842 | 12.50711 | 4.86119 | 52.3442 | weekdays |
73 | Amsterdam | 479.22574 | Shared room | true | false | 2 | true | 0 | 0 | 10 | 96 | 1 | 1.377243 | 0.077917 | 549.51296 | 29.097076 | 555.058679 | 38.677287 | 4.89 | 52.361 | weekdays |
74 | Amsterdam | 454.854358 | Entire home/apt | false | false | 2 | true | 0 | 0 | 10 | 98 | 1 | 2.284945 | 1.827556 | 164.164339 | 8.692611 | 210.692793 | 14.681377 | 4.87652 | 52.39109 | weekdays |
75 | Amsterdam | 206.45373 | Private room | false | true | 2 | false | 0 | 0 | 9 | 95 | 1 | 6.792812 | 2.443817 | 69.097378 | 3.658752 | 85.690117 | 5.971011 | 4.79837 | 52.35413 | weekdays |
76 | Amsterdam | 497.738617 | Private room | false | true | 2 | false | 1 | 0 | 10 | 95 | 1 | 1.095053 | 0.985207 | 295.52828 | 15.648419 | 431.270812 | 30.051571 | 4.88712 | 52.38237 | weekdays |
77 | Amsterdam | 399.550067 | Entire home/apt | false | false | 2 | true | 0 | 0 | 10 | 97 | 1 | 9.335519 | 0.380486 | 49.325673 | 2.611827 | 61.589477 | 4.291643 | 4.98057 | 52.30865 | weekdays |
78 | Amsterdam | 761.840039 | Private room | false | true | 4 | false | 0 | 0 | 9 | 93 | 2 | 1.091182 | 1.216675 | 367.627857 | 19.466139 | 434.212405 | 30.256545 | 4.87953 | 52.37845 | weekdays |
79 | Amsterdam | 317.062311 | Private room | false | true | 2 | false | 1 | 0 | 8 | 90 | 1 | 2.632238 | 1.172167 | 151.036443 | 7.99748 | 191.455726 | 13.34091 | 4.86247 | 52.38767 | weekdays |
80 | Amsterdam | 319.405713 | Private room | false | true | 2 | false | 0 | 0 | 10 | 96 | 1 | 0.353082 | 0.495734 | 500.523488 | 26.503051 | 797.979604 | 55.604367 | 4.89344 | 52.3764 | weekdays |
81 | Amsterdam | 209.031472 | Private room | false | true | 2 | true | 1 | 0 | 10 | 97 | 1 | 4.687725 | 3.632031 | 90.394841 | 4.786467 | 112.986177 | 7.873039 | 4.96166 | 52.36943 | weekdays |
82 | Amsterdam | 209.031472 | Private room | false | true | 2 | true | 1 | 0 | 10 | 98 | 1 | 4.612476 | 3.625933 | 92.04662 | 4.87393 | 115.156898 | 8.024298 | 4.9604 | 52.36854 | weekdays |
83 | Amsterdam | 640.451808 | Entire home/apt | false | false | 2 | false | 0 | 0 | 9 | 96 | 1 | 1.732621 | 0.504431 | 386.060012 | 20.442134 | 430.870639 | 30.023686 | 4.89663 | 52.35781 | weekdays |
84 | Amsterdam | 209.031472 | Private room | false | true | 2 | true | 1 | 0 | 10 | 98 | 1 | 4.686897 | 3.595893 | 90.276074 | 4.780178 | 112.802152 | 7.860216 | 4.96173 | 52.37003 | weekdays |
85 | Amsterdam | 934.080097 | Private room | false | true | 4 | true | 1 | 0 | 10 | 96 | 1 | 1.119915 | 0.382406 | 373.35897 | 19.769606 | 414.245934 | 28.865253 | 4.90714 | 52.36799 | weekdays |
86 | Amsterdam | 210.203173 | Private room | false | true | 2 | false | 1 | 0 | 9 | 88 | 1 | 2.478895 | 1.333444 | 172.830974 | 9.151515 | 215.364029 | 15.006875 | 4.85743 | 52.37769 | weekdays |
87 | Amsterdam | 221.217163 | Private room | false | true | 2 | false | 0 | 0 | 9 | 94 | 1 | 6.058989 | 1.748167 | 77.949077 | 4.127455 | 96.975873 | 6.757418 | 4.80823 | 52.3569 | weekdays |
88 | Amsterdam | 441.262625 | Private room | false | true | 2 | false | 1 | 0 | 10 | 91 | 1 | 0.792226 | 0.733824 | 362.7605 | 19.20841 | 522.445133 | 36.404729 | 4.88958 | 52.38002 | weekdays |
89 | Amsterdam | 325.498559 | Private room | false | true | 2 | false | 1 | 0 | 8 | 80 | 1 | 0.925 | 0.781788 | 327.09543 | 17.31992 | 478.723414 | 33.358136 | 4.88956 | 52.38126 | weekdays |
90 | Amsterdam | 792.772948 | Entire home/apt | false | false | 4 | false | 0 | 0 | 10 | 97 | 2 | 5.902076 | 1.940554 | 78.757127 | 4.170242 | 97.756497 | 6.811813 | 4.80772 | 52.36412 | weekdays |
91 | Amsterdam | 213.952616 | Private room | false | true | 2 | true | 0 | 0 | 10 | 93 | 1 | 7.017907 | 0.218256 | 68.854928 | 3.645914 | 86.897952 | 6.055174 | 4.94459 | 52.3186 | weekdays |
92 | Amsterdam | 1,557.19073 | Entire home/apt | false | false | 4 | true | 0 | 0 | 9 | 98 | 2 | 0.750395 | 0.808683 | 834.247624 | 44.173966 | 603.660474 | 42.06393 | 4.88228 | 52.37451 | weekdays |
93 | Amsterdam | 317.062311 | Private room | false | true | 2 | true | 0 | 0 | 10 | 99 | 1 | 3.400897 | 1.512649 | 112.415486 | 5.952475 | 140.577946 | 9.795674 | 4.91 | 52.402 | weekdays |
94 | Amsterdam | 319.640053 | Entire home/apt | false | false | 2 | true | 0 | 0 | 10 | 95 | 1 | 3.403098 | 0.707723 | 159.627163 | 8.452364 | 201.239597 | 14.022665 | 4.90258 | 52.3432 | weekdays |
95 | Amsterdam | 1,044.688679 | Entire home/apt | false | false | 2 | false | 0 | 0 | 10 | 98 | 1 | 3.003069 | 1.634463 | 146.789247 | 7.772588 | 189.398213 | 13.19754 | 4.93297 | 52.3617 | weekdays |
96 | Amsterdam | 310.969465 | Entire home/apt | false | false | 2 | false | 0 | 0 | 9 | 94 | 1 | 3.571401 | 2.619749 | 118.862549 | 6.293851 | 151.681488 | 10.569384 | 4.94479 | 52.3678 | weekdays |
97 | Amsterdam | 295.034331 | Entire home/apt | false | false | 2 | false | 0 | 0 | 9 | 92 | 1 | 4.665411 | 2.97748 | 84.345339 | 4.466142 | 105.923455 | 7.380899 | 4.89443 | 52.41516 | weekdays |
98 | Amsterdam | 344.245776 | Entire home/apt | false | false | 2 | false | 0 | 0 | 7 | 82 | 0 | 4.15707 | 0.101232 | 118.84801 | 6.293081 | 151.478276 | 10.555224 | 4.91979 | 52.33963 | weekdays |
99 | Amsterdam | 3,004.944579 | Entire home/apt | false | false | 4 | false | 0 | 0 | 9 | 95 | 4 | 1.615295 | 1.402539 | 216.669036 | 11.472769 | 283.617712 | 19.76289 | 4.88478 | 52.38683 | weekdays |
Dataset Card for Dataset Name
Dataset Summary
This dataset contains accommodation offers from the AirBnb platform from 10 European cities.
It has been copied from https://zenodo.org/record/4446043#.ZEV8d-zMI-R to make it available as a Huggingface Dataset.
It was originally published as supplementary material for the article:
Determinants of Airbnb prices in European cities: A spatial econometrics approach
(DOI: https://doi.org/10.1016/j.tourman.2021.104319)
Dataset Structure
Data Fields
The data fields contain all fields from the source dataset
along with additional city
field denoting the city of the offer.
all
split contains an additional field day_type
denoting whether the offer is for
weekdays
or weekends
.
- city: the city of the offer,
- realSum: the full price of accommodation for two people and two nights in EUR,
- room_type: the type of the accommodation,
- room_shared: dummy variable for shared rooms,
- room_private: dummy variable for private rooms,
- person_capacity: the maximum number of guests,
- host_is_superhost: dummy variable for superhost status,
- multi: dummy variable if the listing belongs to hosts with 2-4 offers,
- biz: dummy variable if the listing belongs to hosts with more than 4 offers,
- cleanliness_rating: cleanliness rating,
- guest_satisfaction_overall: overall rating of the listing,
- bedrooms: number of bedrooms (0 for studios),
- dist: distance from city centre in km,
- metro_dist: distance from nearest metro station in km,
- attr_index: attraction index of the listing location,
- attr_index_norm: normalised attraction index (0-100),
- rest_index: restaurant index of the listing location,
- attr_index_norm: normalised restaurant index (0-100),
- lng: longitude of the listing location,
- lat: latitude of the listing location,
all
config contains additionally:
- day_type: either
weekdays
orweekends
Data Splits
name | train |
---|---|
weekdays | 25500 |
weekends | 26207 |
all | 51707 |
Additional Information
Licensing Information
The data is released under the licensing scheme from the original authors - CC-BY-4.0 (source).
Citation Information
@dataset{gyodi_kristof_2021_4446043,
author = {Gy贸di, Krist贸f and
Nawaro, 艁ukasz},
title = {{Determinants of Airbnb prices in European cities:
A spatial econometrics approach (Supplementary
Material)}},
month = jan,
year = 2021,
note = {{This research was supported by National Science
Centre, Poland: Project number 2017/27/N/HS4/00951}},
publisher = {Zenodo},
doi = {10.5281/zenodo.4446043},
url = {https://doi.org/10.5281/zenodo.4446043}
}
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