Dataset Viewer
order_id
stringlengths 32
32
| product_id
stringlengths 32
32
| seller_id
stringlengths 32
32
| customer_unique_id
stringlengths 32
32
| delivery_delay_hours
float64 -3,504.39
4.54k
| seller_state
stringclasses 22
values | customer_state
stringclasses 27
values | review_score
int64 1
5
| price
float64 0.85
6.74k
| freight_value
float64 0
410
| seller_grade
stringclasses 3
values | product_category_name_english
stringclasses 71
values | product_description_lenght
float64 4
3.99k
| product_photos_qty
float64 1
20
| time_to_ship_hours
float64 -4,109.1
2.57k
| purchase_count
int64 1
1.84k
| avg_review_score
float64 1
5
| order_purchase_timestamp
stringdate 2016-09-15 12:16:38
2018-08-29 15:00:37
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
e481f51cbdc54678b7cc49136f2d6af7
|
87285b34884572647811a353c7ac498a
|
3504c0cb71d7fa48d967e0e4c94d59d9
|
7c396fd4830fd04220f754e42b4e5bff
| -170.579722 |
SP
|
SP
| 4 | 29.99 | 8.72 |
Mediocre
|
housewares
| 268 | 4 | 56.974167 | 53 | 4.415094 |
2017-10-02 10:56:33
|
53cdb2fc8bc7dce0b6741e2150273451
|
595fac2a385ac33a80bd5114aec74eb8
|
289cdb325fb7e7f891c38608bf9e0962
|
af07308b275d755c9edb36a90c618231
| -128.5375 |
SP
|
BA
| 4 | 118.7 | 22.76 |
Mediocre
|
perfumery
| 178 | 1 | 41.823056 | 110 | 4.579365 |
2018-07-24 20:41:37
|
47770eb9100c2d0c44946d9cf07ec65d
|
aa4383b373c6aca5d8797843e5594415
|
4869f7a5dfa277a7dca6462dcf3b52b2
|
3a653a41f6f9fc3d2a113cf8398680e8
| -413.891944 |
SP
|
GO
| 5 | 159.9 | 19.22 |
Mediocre
|
auto
| 232 | 1 | 5.186389 | 1,124 | 4.122822 |
2018-08-08 08:38:49
|
949d5b44dbf5de918fe9c16f97b45f8a
|
d0b61bfb1de832b15ba9d266ca96e5b0
|
66922902710d126a0e7d26b0e3805106
|
7c142cf63193a1473d2e66489a9ae977
| -311.521667 |
MG
|
RN
| 5 | 45 | 27.2 |
Mediocre
|
pet_shop
| 468 | 3 | 90.198056 | 150 | 4.451613 |
2017-11-18 19:28:06
|
ad21c59c0840e6cb83a9ceb5573f8159
|
65266b2da20d04dbe00c5c2d3bb7859e
|
2c9e548be18521d1c43cde1c582c6de8
|
72632f0f9dd73dfee390c9b22eb56dd6
| -221.716111 |
SP
|
SP
| 5 | 19.9 | 8.72 |
Mediocre
|
stationery
| 316 | 4 | 22.465278 | 124 | 3.923977 |
2018-02-13 21:18:39
|
a4591c265e18cb1dcee52889e2d8acc3
|
060cb19345d90064d1015407193c233d
|
8581055ce74af1daba164fdbd55a40de
|
80bb27c7c16e8f973207a5086ab329e2
| -133.034722 |
SP
|
PR
| 4 | 147.9 | 27.36 |
Mediocre
|
auto
| 608 | 1 | 41.016389 | 386 | 4.230769 |
2017-07-09 21:57:05
|
6514b8ad8028c9f2cc2374ded245783f
|
4520766ec412348b8d4caa5e8a18c464
|
16090f2ca825584b5a147ab24aa30c86
|
932afa1e708222e5821dac9cd5db4cae
| -275.069167 |
SP
|
RJ
| 5 | 59.99 | 15.17 |
Mediocre
|
auto
| 956 | 1 | 140.954444 | 400 | 4.044226 |
2017-05-16 13:10:30
|
76c6e866289321a7c93b82b54852dc33
|
ac1789e492dcd698c5c10b97a671243a
|
63b9ae557efed31d1f7687917d248a8d
|
39382392765b6dc74812866ee5ee92a7
| -753.863889 |
SP
|
RS
| 1 | 19.9 | 16.05 |
Mediocre
|
furniture_decor
| 432 | 2 | 67.789444 | 5 | 4.428571 |
2017-01-23 18:29:09
|
e69bfb5eb88e0ed6a785585b27e16dbf
|
9a78fb9862b10749a117f7fc3c31f051
|
7c67e1448b00f6e969d365cea6b010ab
|
299905e3934e9e181bfb2e164dd4b4f8
| -150.758333 |
SP
|
SP
| 5 | 149.99 | 19.77 |
Bad
|
office_furniture
| 527 | 1 | 295.839444 | 976 | 3.348208 |
2017-07-29 11:55:02
|
e6ce16cb79ec1d90b1da9085a6118aeb
|
08574b074924071f4e201e151b152b4e
|
001cca7ae9ae17fb1caed9dfb1094831
|
f2a85dec752b8517b5e58a06ff3cd937
| -204.691389 |
ES
|
RJ
| 1 | 99 | 30.53 |
Mediocre
|
garden_tools
| 450 | 1 | 39.991667 | 197 | 3.902542 |
2017-05-16 19:41:10
|
e6ce16cb79ec1d90b1da9085a6118aeb
|
08574b074924071f4e201e151b152b4e
|
001cca7ae9ae17fb1caed9dfb1094831
|
f2a85dec752b8517b5e58a06ff3cd937
| -204.691389 |
ES
|
RJ
| 1 | 99 | 30.53 |
Mediocre
|
garden_tools
| 450 | 1 | 39.991667 | 197 | 3.902542 |
2017-05-16 19:41:10
|
34513ce0c4fab462a55830c0989c7edb
|
f7e0fa615b386bc9a8b9eb52bc1fff76
|
87142160b41353c4e5fca2360caf6f92
|
782987b81c92239d922aa49d6bd4200b
| -465.92 |
RS
|
SP
| 4 | 98 | 16.13 |
Mediocre
|
computers_accessories
| 2,574 | 1 | 22.755 | 304 | 4.366569 |
2017-07-13 19:58:11
|
82566a660a982b15fb86e904c8d32918
|
72a97c271b2e429974398f46b93ae530
|
094ced053e257ae8cae57205592d6712
|
e97109680b052ee858d93a539597bba7
| -683.902222 |
SP
|
MG
| 5 | 31.9 | 18.23 |
Mediocre
|
perfumery
| 685 | 1 | 99.378056 | 19 | 4.052632 |
2018-06-07 10:06:19
|
5ff96c15d0b717ac6ad1f3d77225a350
|
10adb53d8faa890ca7c2f0cbcb68d777
|
1900267e848ceeba8fa32d80c1a5f5a8
|
e2dfa3127fedbbca9707b36304996dab
| -200.126389 |
SP
|
SP
| 5 | 19.9 | 12.8 |
Mediocre
|
bed_bath_table
| 155 | 1 | 19.530556 | 404 | 3.854962 |
2018-07-25 17:44:10
|
432aaf21d85167c2c86ec9448c4e42cc
|
72d3bf1d3a790f8874096fcf860e3eff
|
0bae85eb84b9fb3bd773911e89288d54
|
04cf8185c71090d28baa4407b2e6d600
| -192.392778 |
SP
|
SP
| 4 | 38.25 | 16.11 |
Mediocre
|
toys
| 341 | 2 | 30.914444 | 137 | 4.205479 |
2018-03-01 14:14:28
|
dcb36b511fcac050b97cd5c05de84dc3
|
009c09f439988bc06a93d6b8186dce73
|
89a51f50b8095ea78d5768f34c13a76f
|
ccafc1c3f270410521c3c6f3b249870f
| -296.424444 |
DF
|
GO
| 5 | 132.4 | 14.05 |
Super
|
perfumery
| 991 | 3 | 91.846667 | 10 | 4.727273 |
2018-06-07 19:03:12
|
116f0b09343b49556bbad5f35bee0cdf
|
a47295965bd091207681b541b26e40a5
|
ea8482cd71df3c1969d7b9473ff13abc
|
6087cfc70fd833cf2db637a5e6e9d76b
| -481.39 |
SP
|
SC
| 5 | 27.99 | 15.1 |
Mediocre
|
telephony
| 818 | 6 | 42.859444 | 1,140 | 3.953216 |
2017-12-26 23:41:31
|
85ce859fd6dc634de8d2f1e290444043
|
cce679660c66e6fbd5c8091dfd29e9cd
|
d2374cbcbb3ca4ab1086534108cc3ab7
|
d0ff1a7468fcc46b8fc658ab35d2a12c
| -317.533333 |
SP
|
SP
| 5 | 17.9 | 11.85 |
Bad
|
bed_bath_table
| 125 | 1 | 69.479167 | 518 | 3.636364 |
2017-11-21 00:03:41
|
83018ec114eee8641c97e08f7b4e926f
|
c35498fbb4358837ae16850f50c3fd22
|
70a12e78e608ac31179aea7f8422044b
|
634f09f6075fe9032e6c19609ffe995a
| -337.633333 |
SP
|
BA
| 4 | 76 | 16.97 |
Bad
|
telephony
| 973 | 1 | 5.874167 | 313 | 3.769939 |
2017-10-26 15:54:26
|
203096f03d82e0dffbc41ebc2e2bcfb7
|
5ac9d9e379c606e36a8094a6046f75dc
|
633ecdf879b94b5337cca303328e4a25
|
d699688533772c15a061e8ce81cb56df
| 286.396111 |
SP
|
SP
| 2 | 109.9 | 8.96 |
Bad
|
health_beauty
| 2,345 | 6 | 435.309167 | 5 | 1.8 |
2017-09-18 14:31:30
|
f848643eec1d69395095eb3840d2051e
|
2b4609f8948be18874494203496bc318
|
cc419e0650a3c5ba77189a1882b7556a
|
68954feaafe4dd638f3bd3e2afa174ec
| -221.857778 |
SP
|
SP
| 5 | 79.99 | 8.91 |
Mediocre
|
health_beauty
| 492 | 3 | 11.002222 | 1,698 | 4.069575 |
2018-03-15 08:52:40
|
2807d0e504d6d4894d41672727bc139f
|
6893767814d1ac82a81bcd365e1cc918
|
8b321bb669392f5163d04c59e235e066
|
b8df986511d928829c3192c2ed081eba
| -295.770556 |
SP
|
SP
| 3 | 9.5 | 7.78 |
Mediocre
|
electronics
| 511 | 1 | 49.998056 | 939 | 3.995069 |
2018-02-03 20:37:35
|
95266dbfb7e20354baba07964dac78d5
|
bb7181410b4e02f93f3697f765db53c7
|
855668e0971d4dfd7bef1b6a4133b41b
|
451e48381edab7f1f6dbfa6d728616ff
| -606.456111 |
SP
|
SC
| 4 | 129.99 | 57.58 |
Bad
|
baby
| 1,058 | 1 | 399.352222 | 307 | 3.725309 |
2018-01-08 07:55:29
|
f3e7c359154d965827355f39d6b1fdac
|
e99d69efe684efaa643f99805f7c81bc
|
55c26bcb609f480eb7868594245febb5
|
9c9242ad7f1b52d926ea76778e1c0c57
| -77.5925 |
SP
|
SP
| 5 | 89.9 | 14.21 |
Mediocre
|
stationery
| 115 | 1 | 24.738889 | 6 | 4 |
2018-08-09 11:44:40
|
fbf9ac61453ac646ce8ad9783d7d0af6
|
7b717060aa783eb7f23a747a3a733dd7
|
c0563dd588b775f2e37747ef6ad6c92c
|
a25d5f94840d3c6a1a49f271ed83f4ec
| 238.065 |
SP
|
RJ
| 2 | 109.9 | 15.53 |
Mediocre
|
cool_stuff
| 595 | 2 | 142.641389 | 28 | 4.357143 |
2018-02-20 23:46:53
|
acce194856392f074dbf9dada14d8d82
|
d70f38e7f79c630f8ea00c993897042c
|
977f9f63dd360c2a32ece2f93ad6d306
|
576ea0cab426cd8a00fad9a9c90a4494
| -752.651389 |
SP
|
BA
| 1 | 90.9 | 48.64 |
Mediocre
|
baby
| 233 | 1 | 37.396389 | 24 | 3.8 |
2018-06-04 00:00:13
|
acce194856392f074dbf9dada14d8d82
|
9451e630d725c4bb7a5a206b48b99486
|
d673a59aac7a70d8b01e6902bf090a11
|
576ea0cab426cd8a00fad9a9c90a4494
| -752.651389 |
SP
|
BA
| 1 | 39.5 | 48.64 |
Mediocre
|
baby
| 300 | 1 | 37.396389 | 79 | 3.976471 |
2018-06-04 00:00:13
|
dd78f560c270f1909639c11b925620ea
|
00baba5b58e274d0332a0c8a0a66f877
|
d3f39f05462b79a4562d35893a28f159
|
f4a7ef6bd931f83d75d83b71c94e90df
| -153.302778 |
SP
|
SP
| 5 | 47.9 | 12.79 |
Bad
|
perfumery
| 406 | 4 | 19.269722 | 34 | 3.368421 |
2018-03-12 01:50:26
|
91b2a010e1e45e6ba3d133fa997597be
|
ba74c6b75d2ad7503175809688d5a03c
|
7d13fca15225358621be4086e1eb0964
|
bd13608b9c6033892ce62269b50a0afc
| -147.06 |
SP
|
SP
| 4 | 178.99 | 13.69 |
Mediocre
|
watches_gifts
| 1,088 | 2 | 196.506111 | 561 | 4.001742 |
2018-05-02 11:45:38
|
ecab90c9933c58908d3d6add7c6f5ae3
|
c0db539123a403f670c50237d970b215
|
f7720c4fa8e3aba4546301ab80ea1f1b
|
1428917cd397d4f9ac0fde76dd6f2266
| -384.512778 |
PR
|
RR
| 4 | 30.1 | 33.24 |
Mediocre
|
garden_tools
| 1,313 | 2 | 32.638889 | 60 | 4.189873 |
2018-02-25 13:50:30
|
f70a0aff17df5a6cdd9a7196128bd354
|
cafd558df4c3c9d1c338ba6930ea9a62
|
5dceca129747e92ff8ef7a997dc4f8ca
|
1974875b4a1d2e2ee6d586e3ba4d7602
| -105.532778 |
SP
|
SP
| 2 | 279 | 34.19 |
Mediocre
|
baby
| 1,009 | 1 | 171.609444 | 321 | 3.991228 |
2017-08-10 11:58:33
|
1790eea0b567cf50911c057cf20f90f9
|
2d8f2be4f08788ee3bf5356af2b2ee6c
|
d91fb3b7d041e83b64a00a3edfb37e4f
|
a6fefcd9f434474cf6fcd8ed1102fd63
| -227.523889 |
SP
|
PE
| 1 | 186.9 | 38 |
Mediocre
|
air_conditioning
| 331 | 4 | 39.825 | 531 | 4.098039 |
2018-04-16 21:15:39
|
989225ba6d0ebd5873335f7e01de2ae7
|
6b64362e89896be7589621df54be089e
|
77530e9772f57a62c906e1c21538ab82
|
37363700139c1aef873bbcd916e57dfd
| -101.94 |
PR
|
SP
| 4 | 49 | 14.1 |
Mediocre
|
furniture_decor
| 2,435 | 2 | 82.381389 | 318 | 4.053846 |
2017-12-12 13:56:04
|
d887b52c6516beb39e8cd44a5f8b60f7
|
39a9942865c056ed2006a5e8c11d9537
|
ba5daa4041e1f15cdf34b76e3e18a450
|
a2649503b92028291f011a976619b322
| -311.868056 |
SP
|
RJ
| 5 | 84.9 | 15.35 |
Mediocre
|
toys
| 556 | 5 | 56.798611 | 15 | 4.266667 |
2018-02-03 12:38:58
|
b276e4f8c0fb86bd82fce576f21713e0
|
c6c1f263e076bd9c1f1640250a5d0c29
|
fe2032dab1a61af8794248c8196565c9
|
6cbe8a392b76916e84c2faf69d0d0da0
| -121.186111 |
SP
|
SP
| 5 | 179 | 9.41 |
Mediocre
|
perfumery
| 102 | 1 | 15.135833 | 290 | 4.384106 |
2018-07-29 23:34:51
|
8563039e855156e48fccee4d611a3196
|
bff2010b28e8fbcff5a9db9d3fea5ac4
|
955fee9216a65b617aa5c0531780ce60
|
92fd8aa5948e20c43a014c44c025c5e1
| 0.990278 |
SP
|
TO
| 5 | 78 | 28.95 |
Mediocre
|
garden_tools
| 769 | 6 | 79.069444 | 1,277 | 4.051713 |
2018-02-17 15:59:46
|
60550084e6b4c0cb89a87df1f3e5ebd9
|
9b37a918bcf2c8e1064e867cf1df4637
|
f27e33c6d29b5138fa9967bcd445b6d5
|
661a5e18a28b34880ccc60112f2b8e8e
| -360.021389 |
SP
|
CE
| 4 | 39.9 | 26.89 |
Mediocre
|
electronics
| 1,710 | 6 | 144.615833 | 93 | 4.091837 |
2018-02-21 18:15:12
|
5acce57f8d9dfd55fa48e212a641a69d
|
0cd9f302c8a5b076ffa5c3567c6705fd
|
85d9eb9ddc5d00ca9336a2219c97bb13
|
f1f4f45c8602d0db1329eed1c8e935d4
| -314.588611 |
MG
|
SP
| 5 | 27.9 | 15.1 |
Mediocre
|
computers_accessories
| 716 | 2 | 68.927222 | 506 | 4.172414 |
2017-07-31 21:37:10
|
434d158e96bdd6972ad6e6d73ddcfd22
|
c7df652246ed7b3300aaf46960c141e4
|
a5cba26a62b8b4d0145b68b841e62e7f
|
5f7d7732b351ce851a158528581af05f
| -674.452222 |
PR
|
PE
| 5 | 445 | 63.17 |
Mediocre
|
health_beauty
| 1,455 | 1 | 167.429722 | 54 | 4.527273 |
2018-06-01 12:23:13
|
7206b86ea789983f7a273ea7fa0bc2a8
|
9a469eaf45dfbc43d39ba1977a3c07af
|
d2374cbcbb3ca4ab1086534108cc3ab7
|
1b542f810484d8c042aed33a7c61a218
| -145.811667 |
SP
|
SP
| 3 | 36.9 | 12.79 |
Bad
|
bed_bath_table
| 192 | 1 | 48.176389 | 518 | 3.636364 |
2018-03-26 17:12:18
|
1e7aff52cdbb2451ace09d0f848c3699
|
8c591ab0ca519558779df02023177f44
|
a1043bafd471dff536d0c462352beb48
|
c796780c7daeab9e94cc052b1f103b21
| -274.020556 |
MG
|
RJ
| 5 | 119.99 | 34.2 |
Mediocre
|
garden_tools
| 1,893 | 1 | 63.374167 | 715 | 4.189048 |
2017-05-19 18:53:40
|
6ea2f835b4556291ffdc53fa0b3b95e8
|
be021417a6acb56b9b50d3fd2714baa8
|
f5f46307a4d15880ca14fab4ad9dfc9b
|
3e4fd73f1e86b135b9b121d6abbe9597
| 186.989722 |
SC
|
SP
| 1 | 339 | 17.12 |
Mediocre
|
housewares
| 664 | 6 | 455.771389 | 9 | 4 |
2017-11-24 21:27:48
|
948097deef559c742e7ce321e5e58919
|
cd935d283d47f1050c505e1c39c48b67
|
a3a38f4affed601eb87a97788c949667
|
4ca5f90433afb5493247f0bafb583483
| -465.855556 |
SC
|
DF
| 5 | 69.9 | 25.77 |
Mediocre
|
sports_leisure
| 658 | 5 | 72.689444 | 251 | 4.388462 |
2017-08-04 17:10:39
|
d22e9fa5731b9e30e8b27afcdc2f8563
|
f410090aec61f7c73748ca894286edcd
|
980640c45d7a4635885491d077167e4d
|
394b2ce444baae9ae609f5d32000de0f
| -720.421667 |
SP
|
BA
| 4 | 99 | 22.62 |
Super
|
stationery
| 1,847 | 3 | 39.625 | 14 | 4.642857 |
2018-08-04 23:25:30
|
6ebaec694d7025e2ad4a05dba887c032
|
e251ebd2858be1aa7d9b2087a6992580
|
001cca7ae9ae17fb1caed9dfb1094831
|
4acce2834231e13b1514915adda5ec2b
| -251.211111 |
ES
|
RJ
| 1 | 139 | 14.72 |
Mediocre
|
garden_tools
| 511 | 4 | 22.0975 | 197 | 3.902542 |
2017-05-18 13:55:47
|
d17dc4a904426827ca80f2ccb3a6be56
|
ba4bfbf74dbe7ab37e263b9326da0523
|
f8db351d8c4c4c22c6835c19a46f01b0
|
c2551ea089b7ebbc67a2ea8757152514
| -422.758056 |
SP
|
BA
| 4 | 36.9 | 17.92 |
Mediocre
|
sports_leisure
| 521 | 1 | 35.8225 | 661 | 4.216968 |
2017-05-14 20:28:25
|
25f4376934e13d3508486352e11a5db0
|
aca2eb7d00ea1a7b8ebd4e68314663af
|
955fee9216a65b617aa5c0531780ce60
|
372e0fc66eacb8698e4f9997d366d961
| -80.630278 |
SP
|
SP
| 5 | 69.9 | 12.43 |
Mediocre
|
furniture_decor
| 903 | 6 | 20.046944 | 1,277 | 4.051713 |
2018-05-17 16:59:11
|
5820a1100976432c7968a52da59e9364
|
1deda1acffb44ed38494667d7e49a9f3
|
f52c2422904463fdd7741f99045fecb6
|
cc1a30280651daf2d918ed7868575771
| -241.846944 |
SP
|
RS
| 5 | 33.9 | 18.34 |
Mediocre
|
sports_leisure
| 891 | 2 | 26.378611 | 12 | 4.307692 |
2018-07-29 11:24:17
|
2ce1ad82022c1ba30c2079502ac725aa
|
f35927953ed82e19d06ad3aac2f06353
|
669ae81880e08f269a64487cfb287169
|
12e7a2c201751ddc979e7a45cef500f3
| -342.721111 |
SC
|
SP
| 5 | 115 | 15.56 |
Mediocre
|
books_general_interest
| 724 | 1 | 45.5575 | 161 | 4.101604 |
2017-08-09 20:19:05
|
138849fd84dff2fb4ca70a0a34c4aa1c
|
304fad8dc4d2012dc4062839972f2d96
|
6860153b69cc696d5dcfe1cdaaafcf62
|
b2cac0b16835dabf811b204127f58afa
| -202.300278 |
SP
|
SP
| 5 | 39.47 | 13.37 |
Mediocre
|
construction_tools_construction
| 1,775 | 2 | 125.185278 | 73 | 4.156627 |
2018-02-01 14:02:19
|
47aa4816b27ba60ec948cd019cc1afc1
|
1501b0033c68a37fa9560033a440e529
|
33cbbec1e7e1044aaf11d152172c776f
|
db979bdfe0bbba29ecd3df3f6c50bea2
| -389.370556 |
RS
|
PR
| 5 | 53.44 | 18.47 |
Super
|
small_appliances
| 1,160 | 6 | 23.618889 | 15 | 4.6875 |
2018-06-26 13:42:52
|
9faeb9b2746b9d7526aef5acb08e2aa0
|
f48eb5c2fde13ca63664f0bb05f55346
|
f7ba60f8c3f99e7ee4042fdef03b70c4
|
c77154776ead8e798c2d684205938f71
| -361.551389 |
SP
|
RS
| 1 | 60 | 15.52 |
Mediocre
|
sports_leisure
| 1,153 | 2 | 21.400278 | 219 | 4.211207 |
2018-07-26 14:39:59
|
9faeb9b2746b9d7526aef5acb08e2aa0
|
f48eb5c2fde13ca63664f0bb05f55346
|
f7ba60f8c3f99e7ee4042fdef03b70c4
|
c77154776ead8e798c2d684205938f71
| -361.551389 |
SP
|
RS
| 1 | 60 | 15.52 |
Mediocre
|
sports_leisure
| 1,153 | 2 | 21.400278 | 219 | 4.211207 |
2018-07-26 14:39:59
|
641fb0752bf5b5940c376b3a8bb9dc52
|
60184212dae4e6b0da32bf54271a8c4a
|
b33e7c55446eabf8fe1a42d037ac7d6d
|
38cad70d154a4dcc42b598d5c01f7ef1
| -296.841111 |
SP
|
RJ
| 4 | 369 | 17.33 |
Mediocre
|
watches_gifts
| 476 | 2 | 97.863889 | 152 | 4.154839 |
2017-12-15 00:06:10
|
e425680f760cbc130be3e53a9773c584
|
9ecadb84c81da840dbf3564378b586e9
|
1025f0e2d44d7041d6cf58b6550e0bfa
|
9d9ab3b77f0416765b3fbedf94a942a4
| -363.001389 |
SP
|
SP
| 5 | 38.4 | 11.85 |
Mediocre
|
furniture_decor
| 789 | 1 | 11.847222 | 907 | 3.849755 |
2017-08-31 08:15:24
|
40c5e18f7d112b59b3e5113a59a905b3
|
595fac2a385ac33a80bd5114aec74eb8
|
ef0ace09169ac090589d85746e3e036f
|
7cfba6e55439cae3fd2479d62fafe67f
| -647.479722 |
RJ
|
RJ
| 5 | 119.9 | 8.78 |
Mediocre
|
perfumery
| 178 | 1 | 74.618889 | 129 | 4.340426 |
2018-06-11 10:25:52
|
734e7d1bbaeb2ff82521ca0fe6fb6f79
|
278b3c6462e86b4556b99989513ddf73
|
d1ef48b38baca7e831711c4a0aeb398f
|
f7603d34c795584792a484186233e6e5
| -482.460833 |
PR
|
SP
| 5 | 29.99 | 13.47 |
Mediocre
|
small_appliances
| 587 | 3 | 6.594722 | 29 | 4.428571 |
2018-06-11 08:18:19
|
66e4624ae69e7dc89bd50222b59f581f
|
b37b72d5a56f887725c2862184b8cab8
|
db4350fd57ae30082dec7acbaacc17f9
|
ddf60e20e6e262e2136801ce5cd628b0
| 37.479444 |
SP
|
SE
| 1 | 22.99 | 22.85 |
Mediocre
|
telephony
| 566 | 1 | 129.684444 | 136 | 4.124138 |
2018-03-09 14:50:15
|
66e4624ae69e7dc89bd50222b59f581f
|
b37b72d5a56f887725c2862184b8cab8
|
db4350fd57ae30082dec7acbaacc17f9
|
ddf60e20e6e262e2136801ce5cd628b0
| 37.479444 |
SP
|
SE
| 1 | 22.99 | 22.85 |
Mediocre
|
telephony
| 566 | 1 | 129.684444 | 136 | 4.124138 |
2018-03-09 14:50:15
|
a685d016c8a26f71a0bb67821070e398
|
ebd7c847c1e1cb69ec374ae0ebee1f4c
|
391fc6631aebcf3004804e51b40bcf1e
|
51838d41add414a0b1b989b7d251d9ee
| 181.621111 |
SP
|
SP
| 1 | 84.9 | 14.36 |
Mediocre
|
furniture_decor
| 228 | 3 | 211.809167 | 522 | 3.951691 |
2017-03-13 18:14:36
|
2edfd6d1f0b4cd0db4bf37b1b224d855
|
30469bb5ea377eae7121981e2f0778e4
|
80e6699fe29150b372a0c8a1ebf7dcc8
|
c63e44efa43f3947087aee96b388d949
| -389.142222 |
PR
|
SP
| 5 | 113 | 28.15 |
Mediocre
|
sports_leisure
| 574 | 4 | 65.736389 | 92 | 4.308511 |
2017-06-13 21:11:26
|
68873cf91053cd11e6b49a766db5af1a
|
15a9e834e89eab39d973492882c658d6
|
a673821011d0cec28146ea42f5ab767f
|
6da92ae920ab16fc4eceb8fcd7bd43ce
| -291.522222 |
SP
|
SP
| 4 | 79.9 | 11.76 |
Mediocre
|
bed_bath_table
| 530 | 6 | 96.079444 | 124 | 3.886525 |
2017-11-30 22:02:15
|
f346ad4ee8f630e5e4ddaf862a34e6dd
|
4ce99ff9dcb7821acd8e599d5d4a6531
|
70125af26c2d6d4ef401a1d02ae7701f
|
da45a9a1df408c39f013b9b0b505042c
| -101.405556 |
GO
|
DF
| 5 | 39.9 | 13.76 |
Super
|
sports_leisure
| 192 | 2 | 24.52 | 5 | 4.625 |
2018-08-05 13:09:48
|
8f06cc6465925031568537b815f1198d
|
12087840651e83b48206b82c213b76fd
|
5b925e1d006e9476d738aa200751b73b
|
bf0303939d54b8df5da4762bbaab1955
| -289.314722 |
SP
|
RJ
| 5 | 299 | 18.34 |
Mediocre
|
sports_leisure
| 521 | 1 | 34.521944 | 63 | 4.606061 |
2017-11-15 11:31:41
|
ccbabeb0b02433bd0fcbac46e70339f2
|
89321f94e35fc6d7903d36f74e351d40
|
16090f2ca825584b5a147ab24aa30c86
|
9c9cef121cb812cb301babddc2d8331e
| -73.626389 |
SP
|
MG
| 4 | 27.9 | 15.1 |
Mediocre
|
food
| 982 | 1 | 72.553889 | 400 | 4.044226 |
2018-02-19 20:31:09
|
688052146432ef8253587b930b01a06d
|
d1c427060a0f73f6b889a5c7c61f2ac4
|
a1043bafd471dff536d0c462352beb48
|
0e764fc1a13e47e900c3d59a989753e8
| -484.467222 |
MG
|
MG
| 4 | 119 | 24.97 |
Mediocre
|
computers_accessories
| 1,893 | 1 | 34.516944 | 715 | 4.189048 |
2018-04-22 08:48:13
|
688052146432ef8253587b930b01a06d
|
db56f6d2b04c89eae4daba188842fd7b
|
2a84855fd20af891be03bc5924d2b453
|
0e764fc1a13e47e900c3d59a989753e8
| -484.467222 |
MG
|
MG
| 4 | 199 | 3.12 |
Mediocre
|
luggage_accessories
| 450 | 3 | 34.516944 | 162 | 4.233533 |
2018-04-22 08:48:13
|
f271576bed568e896f99eb710cd3a6f8
|
d457916b4fdc60154ed93b5dd3e6fd69
|
76d64c4aca3a7baf218bf93ef7fa768d
|
6a0e43f0d7e1b5539e4c58a26ebe35da
| -651.558056 |
PR
|
BA
| 3 | 329.9 | 82.48 |
Mediocre
|
construction_tools_construction
| 424 | 1 | 72.1875 | 64 | 4.128571 |
2018-01-07 21:44:54
|
f271576bed568e896f99eb710cd3a6f8
|
d457916b4fdc60154ed93b5dd3e6fd69
|
76d64c4aca3a7baf218bf93ef7fa768d
|
6a0e43f0d7e1b5539e4c58a26ebe35da
| -651.558056 |
PR
|
BA
| 3 | 329.9 | 82.48 |
Mediocre
|
construction_tools_construction
| 424 | 1 | 72.1875 | 64 | 4.128571 |
2018-01-07 21:44:54
|
686541986ecfb7d9296eb67719973bf0
|
3014e35fd70fce29095ced5cdc89f4ce
|
5656537e588803a555b8eb41f07a944b
|
5d710d9a48ebb7fe5ffc2940ff29f346
| -457.781111 |
DF
|
MG
| 4 | 24.89 | 15.1 |
Mediocre
|
telephony
| 244 | 1 | 103.344167 | 174 | 3.804233 |
2018-02-10 13:26:59
|
68e48e68da1f50f7c5838ea75e3a20dd
|
a659cb33082b851fb87a33af8f0fff29
|
817245bcc3badd82bbd222e0366951a6
|
a464f750556546a0989d9326ec003ccf
| -482.685833 |
SP
|
SP
| 5 | 84.9 | 13.25 |
Mediocre
|
auto
| 380 | 1 | 23.876944 | 28 | 4.073171 |
2018-06-18 16:02:23
|
68e48e68da1f50f7c5838ea75e3a20dd
|
a659cb33082b851fb87a33af8f0fff29
|
817245bcc3badd82bbd222e0366951a6
|
a464f750556546a0989d9326ec003ccf
| -482.685833 |
SP
|
SP
| 5 | 84.9 | 13.25 |
Mediocre
|
auto
| 380 | 1 | 23.876944 | 28 | 4.073171 |
2018-06-18 16:02:23
|
68e48e68da1f50f7c5838ea75e3a20dd
|
a659cb33082b851fb87a33af8f0fff29
|
817245bcc3badd82bbd222e0366951a6
|
a464f750556546a0989d9326ec003ccf
| -482.685833 |
SP
|
SP
| 5 | 84.9 | 13.25 |
Mediocre
|
auto
| 380 | 1 | 23.876944 | 28 | 4.073171 |
2018-06-18 16:02:23
|
68e48e68da1f50f7c5838ea75e3a20dd
|
a659cb33082b851fb87a33af8f0fff29
|
817245bcc3badd82bbd222e0366951a6
|
a464f750556546a0989d9326ec003ccf
| -482.685833 |
SP
|
SP
| 5 | 84.9 | 13.25 |
Mediocre
|
auto
| 380 | 1 | 23.876944 | 28 | 4.073171 |
2018-06-18 16:02:23
|
b52cc4919de82b4d696a4380d10804a3
|
7564c1759c04fc0a38f2aa84f7a370ee
|
6860153b69cc696d5dcfe1cdaaafcf62
|
c86a25b8f5f6c203bb3471553bdc3200
| -169.454444 |
SP
|
SP
| 5 | 42.99 | 12.03 |
Mediocre
|
construction_tools_construction
| 2,432 | 3 | 48.5725 | 73 | 4.156627 |
2018-06-13 13:47:39
|
fdf128b3630c21adc9ca4fb8a51b68ec
|
89321f94e35fc6d7903d36f74e351d40
|
16090f2ca825584b5a147ab24aa30c86
|
3c0402bcc3ec3b33fc4430eb6c08720a
| -199.311667 |
SP
|
SC
| 3 | 27.9 | 18.3 |
Mediocre
|
food
| 982 | 1 | 54.994722 | 400 | 4.044226 |
2018-07-15 08:33:19
|
a6aeb116d2cb5013eb8a94585b71ffef
|
163e6400e6dadd0fe04775c5e9331fda
|
855668e0971d4dfd7bef1b6a4133b41b
|
31b8fa2573bde01af4737e8ed29c348b
| -200.331111 |
SP
|
SP
| 5 | 50 | 9.34 |
Bad
|
baby
| 462 | 1 | 52.255 | 307 | 3.725309 |
2017-09-13 14:27:11
|
fa516182d28f96f5f5c651026b0749ee
|
e932008cf0ea7c93a077dd8d7e5f49eb
|
fcdd820084f17e9982427971e4e9d47f
|
7f2eb9cf900070f2e7a7f0e95719f85b
| -435.304167 |
SP
|
SP
| 5 | 190 | 19.41 |
Bad
|
air_conditioning
| 3,270 | 4 | 13.584444 | 16 | 3.259259 |
2018-04-13 08:44:17
|
6abaad69b8b349c3a529b4b91ce18e46
|
3dd6c9d499e7c311a29e08afe1fd8fc6
|
537eb890efff034a88679788b647c564
|
fa0ee7ceb94193fb02aa78ce3a55695a
| -244.734444 |
RJ
|
SP
| 4 | 42.9 | 14.1 |
Mediocre
|
cool_stuff
| 396 | 4 | 123.694167 | 160 | 4.166667 |
2018-02-15 10:33:30
|
974c1993ab8024d3ed16229183c2308d
|
5e2ba75ad255ff60b1c76c5bf526ae9b
|
f84a00e60c73a49e7e851c9bdca3a5bb
|
32de2a7a93dbfc527b3f584744b9c6ce
| -273.533889 |
RJ
|
MG
| 5 | 69.9 | 14.66 |
Bad
|
health_beauty
| 1,346 | 2 | 67.032222 | 90 | 3.666667 |
2017-02-20 11:45:39
|
82bce245b1c9148f8d19a55b9ff70644
|
a5a0e71a81ae65aa335e71c06261e260
|
c8417879a15366a17c30af34c798c332
|
f9effeed3df9ae063a58c0759b96f8b2
| -38.701389 |
SP
|
PR
| 1 | 38 | 15.56 |
Mediocre
|
housewares
| 698 | 3 | 88.3075 | 25 | 4.028571 |
2017-04-20 17:15:46
|
82bce245b1c9148f8d19a55b9ff70644
|
a5a0e71a81ae65aa335e71c06261e260
|
c8417879a15366a17c30af34c798c332
|
f9effeed3df9ae063a58c0759b96f8b2
| -38.701389 |
SP
|
PR
| 1 | 38 | 15.56 |
Mediocre
|
housewares
| 698 | 3 | 88.3075 | 25 | 4.028571 |
2017-04-20 17:15:46
|
82bce245b1c9148f8d19a55b9ff70644
|
a5a0e71a81ae65aa335e71c06261e260
|
c8417879a15366a17c30af34c798c332
|
f9effeed3df9ae063a58c0759b96f8b2
| -38.701389 |
SP
|
PR
| 1 | 38 | 15.56 |
Mediocre
|
housewares
| 698 | 3 | 88.3075 | 25 | 4.028571 |
2017-04-20 17:15:46
|
82bce245b1c9148f8d19a55b9ff70644
|
a5a0e71a81ae65aa335e71c06261e260
|
c8417879a15366a17c30af34c798c332
|
f9effeed3df9ae063a58c0759b96f8b2
| -38.701389 |
SP
|
PR
| 1 | 38 | 15.56 |
Mediocre
|
housewares
| 698 | 3 | 88.3075 | 25 | 4.028571 |
2017-04-20 17:15:46
|
82bce245b1c9148f8d19a55b9ff70644
|
a5a0e71a81ae65aa335e71c06261e260
|
c8417879a15366a17c30af34c798c332
|
f9effeed3df9ae063a58c0759b96f8b2
| -38.701389 |
SP
|
PR
| 1 | 38 | 15.56 |
Mediocre
|
housewares
| 698 | 3 | 88.3075 | 25 | 4.028571 |
2017-04-20 17:15:46
|
a910f58086d58b3ae6f37aa712d377b9
|
75d6b6963340c6063f7f4cfcccfe6a30
|
cc419e0650a3c5ba77189a1882b7556a
|
a7e7b19ff34ab885f7b7331de2417cf3
| -363.753333 |
SP
|
MT
| 5 | 56.99 | 15.84 |
Mediocre
|
perfumery
| 999 | 2 | 81.003333 | 1,698 | 4.069575 |
2017-09-15 09:19:48
|
a910f58086d58b3ae6f37aa712d377b9
|
75d6b6963340c6063f7f4cfcccfe6a30
|
cc419e0650a3c5ba77189a1882b7556a
|
a7e7b19ff34ab885f7b7331de2417cf3
| -363.753333 |
SP
|
MT
| 5 | 56.99 | 15.84 |
Mediocre
|
perfumery
| 999 | 2 | 81.003333 | 1,698 | 4.069575 |
2017-09-15 09:19:48
|
bd4bd0194d6d29f83b8557d4b89b572a
|
7f457254a89d62960399e075711b3deb
|
ea8482cd71df3c1969d7b9473ff13abc
|
65e5aaf9f721945f29cdba45c206cb83
| -29.253889 |
SP
|
SP
| 5 | 24.99 | 12.84 |
Mediocre
|
auto
| 558 | 6 | 95.134722 | 1,140 | 3.953216 |
2018-07-28 16:52:55
|
634e8f4c0f6744a626f77f39770ac6aa
|
69d980b4120a76616d7b237d731d6156
|
744dac408745240a2c2528fb1b6028f3
|
5229b8e4d7d2b9b676c2083c17b1ecd0
| -341.701667 |
PR
|
RS
| 1 | 219 | 15.28 |
Mediocre
|
watches_gifts
| 1,362 | 3 | 25.818333 | 79 | 4.547619 |
2017-08-09 18:32:47
|
6d25592267349b322799e2beb687871e
|
c3ba4e8d3cb30049213b682e751e9d00
|
6560211a19b47992c3666cc44a7e94c0
|
a71cac9f356cfeb9db35061020806212
| -11.318611 |
SP
|
SP
| 4 | 93 | 7.91 |
Mediocre
|
watches_gifts
| 737 | 3 | 38.857222 | 1,838 | 3.909406 |
2018-08-26 22:04:34
|
6d25592267349b322799e2beb687871e
|
c3ba4e8d3cb30049213b682e751e9d00
|
6560211a19b47992c3666cc44a7e94c0
|
a71cac9f356cfeb9db35061020806212
| -11.318611 |
SP
|
SP
| 4 | 93 | 7.91 |
Mediocre
|
watches_gifts
| 737 | 3 | 38.857222 | 1,838 | 3.909406 |
2018-08-26 22:04:34
|
b8801cccd8068de30112e4f49903d74a
|
154e7e31ebfa092203795c972e5804a6
|
cc419e0650a3c5ba77189a1882b7556a
|
bb4d84a2b45b22ed710ac8c0dec63d1a
| -345.541389 |
SP
|
SP
| 3 | 19.99 | 7.78 |
Mediocre
|
health_beauty
| 575 | 1 | 37.605278 | 1,698 | 4.069575 |
2017-07-30 03:06:35
|
2711a938db643b3f0b62ee2c8a2784aa
|
ad1128daf194f4b6ac4256e16233497c
|
1ca7077d890b907f89be8c954a02686a
|
2ae3c67452283d5a0d30b32e0d33296e
| -220.124444 |
SP
|
DF
| 5 | 45 | 14.1 |
Bad
|
telephony
| 580 | 2 | 139.619167 | 42 | 2.886792 |
2017-12-22 00:17:37
|
3bc77ce8be27211bac313c2daa402d1a
|
f497ba62f1d6b4f6a3a3266fa8623ad3
|
6df688df543f90e9b38f4319e75a9d88
|
c756e1910755edd88c00ac3f46baba4b
| -371.473333 |
MG
|
MG
| 5 | 58.2 | 8.78 |
Mediocre
|
health_beauty
| 1,276 | 1 | 16.246944 | 36 | 4.55102 |
2017-04-06 22:39:29
|
10c320f977c6a18f91b2d14be13128c6
|
b3be1f83cef05668c25e134852d44545
|
3b15288545f8928d3e65a8f949a28291
|
04e495a3f45df8b41be2e934bbc16961
| -322.623611 |
SP
|
RS
| 3 | 110.99 | 21.27 |
Mediocre
|
bed_bath_table
| 413 | 1 | 14.554444 | 103 | 3.853659 |
2017-05-09 20:48:59
|
0a4a2fccb27bd83a892fa503987a595b
|
f7d7b5c58704fb359a74580622800051
|
4a3ca9315b744ce9f8e9374361493884
|
c7a9a76a4b24a7e7b2caff982409b7ee
| -322.870556 |
SP
|
PB
| 4 | 38.5 | 24.84 |
Mediocre
|
bed_bath_table
| 223 | 1 | 107.673333 | 1,785 | 3.803931 |
2017-04-20 20:42:44
|
e4de6d53ecff736bc68804b0b6e9f635
|
90b58782fdd04cb829667fcc41fb65f5
|
7c67e1448b00f6e969d365cea6b010ab
|
e3bcfea9bab07b492391664fc1ffc28a
| -290.576667 |
SP
|
BA
| 2 | 179.99 | 51.13 |
Bad
|
office_furniture
| 794 | 1 | 271.291944 | 976 | 3.348208 |
2017-10-16 14:56:50
|
6b860b35691d486e45dc98e3514ec5f6
|
c827fb43ad0fb8708f34c2911fdc164b
|
76d5af76d0271110f9af36c92573f765
|
4754e3b66497719a91b36268ed9c5718
| -341.273611 |
SP
|
SP
| 5 | 544 | 30.36 |
Mediocre
|
sports_leisure
| 699 | 1 | 77.605833 | 130 | 4.082278 |
2017-12-08 09:42:43
|
ec341c54a5ebf8ee0a67a8632aa7579b
|
22f5b63060a1185e5ec7721efd622321
|
4c8b8048e33af2bf94f2eb547746a916
|
410979f3cfd34e467d4fad78bd0f0219
| -291.334444 |
SP
|
SC
| 5 | 14.82 | 15.1 |
Bad
|
bed_bath_table
| 606 | 2 | 92.550556 | 23 | 3.111111 |
2017-08-26 16:53:30
|
cadbb3657dac2dbbd5b84b12e7b78aad
|
9d2ff462feaaf88912539b8647e17ab4
|
00fc707aaaad2d31347cf883cd2dfe10
|
cd148470c375939669971e8a032b16b4
| -297.016389 |
PR
|
SP
| 4 | 394.9 | 14.89 |
Bad
|
computers_accessories
| 315 | 1 | 85.5225 | 102 | 3.737589 |
2018-02-27 12:55:42
|
End of preview. Expand
in Data Studio
E-Commerce Analytics for Delivery and Review Prediction
This dataset was created for a datathon project. It's a cleaned and feature-engineered version of the public Olist Brazilian E-commerce dataset, specifically prepared to predict shipping delays and customer review scores.
Project Goals
Our project focuses on two key business problems:
- Model 1 (Regression): Can we predict how delayed a shipment will be? This helps manage customer expectations proactively.
- Model 2 (Classification): Can we predict a customer's review score based on price, shipping cost, and the delivery experience? This links operational performance directly to customer satisfaction.
Dataset Description
The dataset is at the order_item level and contains features to support both modeling tasks.
Key Features & Targets
delivery_delay_hours(Target for Model 1): The difference in hours between actual and estimated delivery. Negative values mean the order arrived early.review_score(Target for Model 2): The customer's review score from 1 to 5.time_to_ship_hours: A key feature measuring the time from purchase to carrier handoff.price,freight_value: Core features for the review score model.seller_state,customer_state: Geographic features.
How to Use
from datasets import load_dataset
# Load this dataset from the Hub
ds = load_dataset("miminmoons/olist-ecommerce-for-delivery-and-review-prediction")
print(ds['train'][0])
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