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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