Datasets:
sku_id float64 | store_id float64 | week timestamp[ns] | units_sold float64 | mean_stock float64 | mean_discount float64 | holiday_flag float64 | avg_precip float64 | avg_temp float64 | avg_hum float64 | avg_wind float64 | obs_count int64 | wti_price_usd_per_barrel float64 | oil_missing_flag int64 | lag_1 float64 | lag_2 float64 | lag_3 float64 | lag_4 float64 | rolling_3_mean float64 | rolling_4_mean float64 | rolling_8_mean float64 | target_next_week float64 | sku_count int64 | sample_weight float64 | combined_weight float64 | time_idx int64 | sku_id_str string | store_id_str string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-1.481863 | -1.545313 | 2019-12-31T00:00:00 | -3.263969 | -0.691892 | 0.69327 | 1.379575 | 1.02331 | 0.609722 | 0.399196 | -1.03459 | 6 | -0 | 1 | -3.263969 | -3.263969 | -3.263969 | -3.263969 | -3.263969 | -3.263969 | -3.263969 | -3.334054 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-01-07T00:00:00 | -3.334054 | -0.318944 | 0.69327 | 1.379575 | 0.232444 | 0.907104 | 0.238608 | -1.163366 | 7 | -0 | 1 | -3.263969 | -3.263969 | -3.263969 | -3.263969 | -3.299012 | -3.299012 | -3.299012 | -2.62319 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-01-14T00:00:00 | -2.62319 | -0.287866 | -0.29869 | 1.379575 | 2.117218 | 0.895574 | 0.515741 | -0.621021 | 7 | -0 | 1 | -3.334054 | -3.263969 | -3.263969 | -3.263969 | -3.073738 | -3.073738 | -3.073738 | -2.765363 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-01-21T00:00:00 | -2.765363 | -0.691892 | 0.640885 | 1.379575 | 6.031023 | 0.747679 | 1.03563 | -0.338704 | 7 | -0 | 1 | -2.62319 | -3.334054 | -3.263969 | -3.263969 | -2.907535 | -2.996644 | -2.996644 | -3.476227 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-01-28T00:00:00 | -3.476227 | -0.691892 | 0.69327 | 1.379575 | 3.802687 | 0.961173 | 0.952023 | -1.193084 | 7 | -0 | 1 | -2.765363 | -2.62319 | -3.334054 | -3.263969 | -2.954926 | -3.049708 | -3.092561 | -3.262968 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-02-04T00:00:00 | -3.262968 | -0.101392 | 0.615251 | 1.379575 | 1.665219 | 1.057385 | 0.584776 | -1.304524 | 7 | -0 | 1 | -3.476227 | -2.765363 | -2.62319 | -3.334054 | -3.168186 | -3.031937 | -3.120962 | -3.334054 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-02-11T00:00:00 | -3.334054 | 0.116161 | -0.558383 | 1.379575 | 1.488352 | 0.756823 | 0.429163 | -1.371389 | 7 | -0 | 1 | -3.262968 | -3.476227 | -2.765363 | -2.62319 | -3.35775 | -3.209653 | -3.151404 | -2.978622 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-02-18T00:00:00 | -2.978622 | -0.101392 | -0.412375 | 1.379575 | 2.690359 | 0.907104 | 0.980458 | -1.35653 | 7 | -0 | 1 | -3.334054 | -3.262968 | -3.476227 | -2.765363 | -3.191881 | -3.262968 | -3.129806 | -3.262968 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-02-25T00:00:00 | -3.262968 | -0.350023 | -0.274169 | 1.379575 | 2.896127 | 0.886828 | 1.034074 | -1.022208 | 7 | -0 | 1 | -2.978622 | -3.334054 | -3.262968 | -3.476227 | -3.191881 | -3.209653 | -3.129681 | -2.054498 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-03-03T00:00:00 | -2.054498 | -0.16355 | -0.227358 | 1.379575 | 2.392659 | 1.154392 | 0.906754 | -0.650738 | 7 | -0 | 1 | -3.262968 | -2.978622 | -3.334054 | -3.262968 | -2.765363 | -2.907535 | -2.969736 | -1.699065 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-03-10T00:00:00 | -1.699065 | 0.489109 | -0.359991 | 1.379575 | 2.336178 | 1.387765 | 1.046805 | -1.092787 | 7 | -0 | 1 | -2.054498 | -3.262968 | -2.978622 | -3.334054 | -2.338844 | -2.498788 | -2.854221 | -2.694276 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.545313 | 2020-03-17T00:00:00 | -2.694276 | -0.039234 | -0.227358 | 1.379575 | 1.027261 | 1.893871 | 0.774624 | -0.669312 | 7 | -0 | 1 | -1.699065 | -2.054498 | -3.262968 | -2.978622 | -2.14928 | -2.427702 | -2.845335 | -1.983411 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -1.5453125303719202 |
-1.481863 | -1.501055 | 2019-12-31T00:00:00 | -3.406142 | -0.691892 | 0.69327 | 1.379575 | -0.344146 | 0.665382 | 0.56424 | -0.778895 | 6 | -0 | 1 | -3.406142 | -3.406142 | -3.406142 | -3.406142 | -3.406142 | -3.406142 | -3.406142 | -3.049708 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-01-07T00:00:00 | -3.049708 | -0.070313 | 0.69327 | 1.379575 | -0.00494 | 0.756028 | 0.569356 | -1.059355 | 7 | -0 | 1 | -3.406142 | -3.406142 | -3.406142 | -3.406142 | -3.227925 | -3.227925 | -3.227925 | -2.978622 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-01-14T00:00:00 | -2.978622 | -0.691892 | -0.29869 | 1.379575 | 1.150381 | 0.802146 | 0.66131 | -1.167081 | 7 | -0 | 1 | -3.049708 | -3.406142 | -3.406142 | -3.406142 | -3.144824 | -3.144824 | -3.144824 | -3.191881 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-01-21T00:00:00 | -3.191881 | -0.691892 | 0.69327 | 1.379575 | 4.360491 | 0.671743 | 1.187423 | -1.133648 | 7 | -0 | 1 | -2.978622 | -3.049708 | -3.406142 | -3.406142 | -3.073404 | -3.156588 | -3.156588 | -3.049708 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-01-28T00:00:00 | -3.049708 | -0.381102 | -0.29869 | 1.379575 | 3.108271 | 0.909489 | 1.207936 | -0.951628 | 7 | -0 | 1 | -3.191881 | -2.978622 | -3.049708 | -3.406142 | -3.073404 | -3.06748 | -3.135212 | -3.120795 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-02-04T00:00:00 | -3.120795 | -0.629734 | 0.296486 | 1.379575 | 0.66047 | 0.847071 | 0.839699 | -1.349101 | 7 | -0 | 1 | -3.049708 | -3.191881 | -2.978622 | -3.049708 | -3.120795 | -3.085252 | -3.13281 | -2.907535 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-02-11T00:00:00 | -2.907535 | 0.022924 | -0.497082 | 1.379575 | 1.021727 | 0.601771 | 0.619577 | -1.308239 | 7 | -0 | 1 | -3.120795 | -3.049708 | -3.191881 | -2.978622 | -3.026013 | -3.06748 | -3.100628 | -1.912325 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-02-18T00:00:00 | -1.912325 | 0.085082 | -1.421053 | 1.379575 | 2.734671 | 0.762389 | 1.084011 | -1.30081 | 7 | -0 | 1 | -2.907535 | -3.120795 | -3.049708 | -3.191881 | -2.646885 | -2.747591 | -2.95209 | -0.490595 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-02-25T00:00:00 | -0.490595 | 0.45803 | -1.670715 | 1.379575 | 1.655955 | 0.79976 | 1.079909 | -1.05564 | 7 | -0 | 1 | -1.912325 | -2.907535 | -3.120795 | -3.049708 | -1.770152 | -2.107813 | -2.587646 | -0.561682 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-03-03T00:00:00 | -0.561682 | -0.412181 | -1.665142 | 1.379575 | 1.802785 | 1.011267 | 1.058547 | -0.632165 | 7 | -0 | 1 | -0.490595 | -1.912325 | -2.907535 | -3.120795 | -0.988201 | -1.468034 | -2.276643 | -0.419509 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-03-10T00:00:00 | -0.419509 | -0.350023 | -1.667371 | 1.379575 | 1.04297 | 1.381802 | 1.087123 | -0.829043 | 7 | -0 | 1 | -0.561682 | -0.490595 | -1.912325 | -2.907535 | -0.490595 | -0.846028 | -1.956754 | -1.983411 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.501055 | 2020-03-17T00:00:00 | -1.983411 | 0.271556 | -1.6696 | 1.379575 | 0.153697 | 1.778178 | 0.913544 | -0.650738 | 7 | -0 | 1 | -0.419509 | -0.561682 | -0.490595 | -1.912325 | -0.988201 | -0.863799 | -1.805695 | -1.556893 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -1.5010550615525031 |
-1.481863 | -1.484961 | 2019-12-31T00:00:00 | -2.979623 | -0.691892 | 0.69327 | 1.379575 | -0.003683 | 0.63245 | 0.329547 | -0.934912 | 6 | -0 | 1 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -3.405141 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-01-07T00:00:00 | -3.405141 | -0.008155 | 0.69327 | 1.379575 | -0.096263 | 0.766364 | 0.175938 | -1.308239 | 7 | -0 | 1 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -3.192382 | -3.192382 | -3.192382 | -2.765363 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-01-14T00:00:00 | -2.765363 | -0.598655 | -0.29869 | 1.379575 | 1.166435 | 0.794194 | 0.510789 | -1.219086 | 7 | -0 | 1 | -3.405141 | -2.979623 | -2.979623 | -2.979623 | -3.050042 | -3.050042 | -3.050042 | -3.262968 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-01-21T00:00:00 | -3.262968 | -0.691892 | 0.69327 | 1.379575 | 5.341175 | 0.678502 | 1.12249 | -1.11136 | 7 | -0 | 1 | -2.765363 | -3.405141 | -2.979623 | -2.979623 | -3.14449 | -3.103274 | -3.103274 | -1.841238 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-01-28T00:00:00 | -1.841238 | -0.381102 | -0.29869 | 1.379575 | 3.731021 | 0.906309 | 1.113719 | -0.951628 | 7 | -0 | 1 | -3.262968 | -2.765363 | -3.405141 | -2.979623 | -2.62319 | -2.818677 | -2.850867 | -2.836449 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-02-04T00:00:00 | -2.836449 | -0.536497 | 0.296486 | 1.379575 | 0.647688 | 0.849059 | 0.725394 | -1.297095 | 7 | -0 | 1 | -1.841238 | -3.262968 | -2.765363 | -3.405141 | -2.646885 | -2.676504 | -2.848464 | -3.049708 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-02-11T00:00:00 | -3.049708 | 0.830977 | -0.497082 | 1.379575 | 1.061145 | 0.599385 | 0.59765 | -1.181939 | 7 | -0 | 1 | -2.836449 | -1.841238 | -3.262968 | -2.765363 | -2.575799 | -2.747591 | -2.877213 | -1.912325 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-02-18T00:00:00 | -1.912325 | 0.333714 | -1.386502 | 1.379575 | 2.40867 | 0.736547 | 1.069865 | -1.297095 | 7 | -0 | 1 | -3.049708 | -2.836449 | -1.841238 | -3.262968 | -2.599494 | -2.40993 | -2.756602 | -0.988201 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-02-25T00:00:00 | -0.988201 | -0.070313 | -1.665142 | 1.379575 | 1.972726 | 0.834746 | 1.112022 | -0.925625 | 7 | -0 | 1 | -1.912325 | -3.049708 | -2.836449 | -1.841238 | -1.983411 | -2.196671 | -2.507674 | -0.988201 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-03-03T00:00:00 | -0.988201 | -0.256787 | -1.668486 | 1.379575 | 1.820041 | 1.037904 | 0.977204 | -0.717603 | 7 | -0 | 1 | -0.988201 | -1.912325 | -3.049708 | -2.836449 | -1.296242 | -1.734609 | -2.205557 | -0.561682 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-03-10T00:00:00 | -0.561682 | 0.240477 | -1.662913 | 1.379575 | 1.65449 | 1.401283 | 1.098016 | -1.007349 | 7 | -0 | 1 | -0.988201 | -0.988201 | -1.912325 | -3.049708 | -0.846028 | -1.112602 | -1.930097 | -1.41472 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.484961 | 2020-03-17T00:00:00 | -1.41472 | 0.085082 | -1.662913 | 1.379575 | 0.448966 | 1.757902 | 0.858089 | -0.87362 | 7 | -0 | 1 | -0.561682 | -0.988201 | -0.988201 | -1.912325 | -0.988201 | -0.988201 | -1.699065 | -0.774941 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -1.4849614365272605 |
-1.481863 | -1.344142 | 2019-12-31T00:00:00 | -3.121796 | -0.510598 | 0.69327 | 1.379575 | 0.429271 | 0.400534 | 0.442603 | 0.252552 | 6 | -0 | 1 | -3.121796 | -3.121796 | -3.121796 | -3.121796 | -3.121796 | -3.121796 | -3.121796 | -2.907535 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-01-07T00:00:00 | -2.907535 | -0.474339 | 0.69327 | 1.379575 | 0.431159 | 0.596602 | 0.333108 | -0.260695 | 7 | -0 | 1 | -3.121796 | -3.121796 | -3.121796 | -3.121796 | -3.014666 | -3.014666 | -3.014666 | -2.62319 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-01-14T00:00:00 | -2.62319 | -0.070313 | -0.29869 | 1.379575 | 1.925979 | 0.705139 | 0.443451 | 0.03648 | 7 | -0 | 1 | -2.907535 | -3.121796 | -3.121796 | -3.121796 | -2.884174 | -2.884174 | -2.884174 | -2.907535 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-01-21T00:00:00 | -2.907535 | -0.691892 | 0.69327 | 1.379575 | 5.09215 | 0.658623 | 0.852289 | -0.193831 | 7 | -0 | 1 | -2.62319 | -2.907535 | -3.121796 | -3.121796 | -2.812754 | -2.890014 | -2.890014 | -3.262968 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-01-28T00:00:00 | -3.262968 | -0.350023 | 0.035679 | 1.379575 | 3.099965 | 0.877684 | 0.801503 | 0.092201 | 7 | -0 | 1 | -2.907535 | -2.62319 | -2.907535 | -3.121796 | -2.931231 | -2.925307 | -2.964605 | -2.978622 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-02-04T00:00:00 | -2.978622 | -0.536497 | 0.430233 | 1.379575 | 1.405821 | 0.917441 | 0.529463 | -1.178225 | 7 | -0 | 1 | -3.262968 | -2.907535 | -2.62319 | -2.907535 | -3.049708 | -2.943079 | -2.966941 | -3.405141 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-02-11T00:00:00 | -3.405141 | 0.426951 | -0.09584 | 1.379575 | 1.830267 | 0.709512 | 0.30057 | -0.550441 | 7 | -0 | 1 | -2.978622 | -3.262968 | -2.907535 | -2.62319 | -3.215577 | -3.138567 | -3.029541 | -2.62319 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-02-18T00:00:00 | -2.62319 | -0.008155 | -0.303148 | 1.379575 | 2.760462 | 0.812482 | 0.76939 | -1.30081 | 7 | -0 | 1 | -3.405141 | -2.978622 | -3.262968 | -2.907535 | -3.002317 | -3.06748 | -2.978747 | -2.765363 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-02-25T00:00:00 | -2.765363 | 0.240477 | -0.345501 | 1.379575 | 2.240854 | 0.804929 | 0.80122 | -0.186401 | 7 | -0 | 1 | -2.62319 | -3.405141 | -2.978622 | -3.262968 | -2.931231 | -2.943079 | -2.934193 | -2.338844 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-03-03T00:00:00 | -2.338844 | -0.381102 | -0.52606 | 1.379575 | 2.213275 | 1.142863 | 0.76557 | 0.121918 | 7 | -0 | 1 | -2.765363 | -2.62319 | -3.405141 | -2.978622 | -2.575799 | -2.783134 | -2.863106 | -2.765363 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-03-10T00:00:00 | -2.765363 | -0.350023 | -0.273055 | 1.379575 | 1.487976 | 1.367887 | 0.778585 | -0.416712 | 7 | -0 | 1 | -2.338844 | -2.765363 | -2.62319 | -3.405141 | -2.62319 | -2.62319 | -2.880878 | -3.334054 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.344142 | 2020-03-17T00:00:00 | -3.334054 | 0.644504 | -0.698817 | 1.379575 | 0.763604 | 1.78772 | 0.557756 | 0.166495 | 7 | -0 | 1 | -2.765363 | -2.338844 | -2.765363 | -2.62319 | -2.812754 | -2.800906 | -2.934193 | -1.770152 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -1.3441422175563882 |
-1.481863 | -1.102738 | 2019-12-31T00:00:00 | 8.109866 | 0.395872 | 0.69327 | 1.379575 | -0.322484 | -1.856003 | 0.200318 | 0.087867 | 6 | -0 | 1 | 8.109866 | 8.109866 | 8.109866 | 8.109866 | 8.109866 | 8.109866 | 8.109866 | 12.660402 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-01-07T00:00:00 | 12.660402 | 0.768819 | 0.69327 | 1.379575 | -0.436661 | -1.629389 | 0.199988 | -0.669312 | 7 | -0 | 1 | 8.109866 | 8.109866 | 8.109866 | 8.109866 | 10.385134 | 10.385134 | 10.385134 | 8.110868 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-01-14T00:00:00 | 8.110868 | 0.644504 | 0.69327 | 1.379575 | -0.201662 | -1.327236 | 0.331551 | -0.004381 | 7 | -0 | 1 | 12.660402 | 8.109866 | 8.109866 | 8.109866 | 9.627045 | 9.627045 | 9.627045 | 10.314548 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-01-21T00:00:00 | 10.314548 | 0.675583 | 0.69327 | 1.379575 | -0.615386 | -1.072791 | 0.099122 | -0.186401 | 7 | -0 | 1 | 8.110868 | 12.660402 | 8.109866 | 8.109866 | 10.361939 | 9.798921 | 9.798921 | 2.921555 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-01-28T00:00:00 | 2.921555 | 0.426951 | 0.69327 | 1.379575 | -0.336152 | -0.741616 | 0.045931 | -0.353563 | 7 | -0 | 1 | 10.314548 | 8.110868 | 12.660402 | 8.109866 | 7.115657 | 8.501843 | 8.423448 | 5.409582 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-02-04T00:00:00 | 5.409582 | 0.799898 | 0.69327 | 1.379575 | -0.470623 | -0.515399 | -0.249451 | -0.643309 | 7 | -0 | 1 | 2.921555 | 10.314548 | 8.110868 | 12.660402 | 6.215228 | 6.689138 | 7.921137 | 3.703506 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-02-11T00:00:00 | 3.703506 | 0.644504 | 0.69327 | 1.379575 | -0.668578 | -0.28799 | -0.711763 | 0.140492 | 7 | -0 | 1 | 5.409582 | 2.921555 | 10.314548 | 8.110868 | 4.011548 | 5.587298 | 7.318618 | 5.480668 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-02-18T00:00:00 | 5.480668 | 0.551267 | 0.69327 | 1.379575 | -0.618244 | 0.09487 | -0.429538 | -0.190116 | 7 | -0 | 1 | 3.703506 | 5.409582 | 2.921555 | 10.314548 | 4.864585 | 4.378828 | 7.088874 | 4.201112 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-02-25T00:00:00 | 4.201112 | -0.008155 | 0.69327 | 1.379575 | -0.672863 | 0.145361 | -0.744159 | 0.006763 | 7 | -0 | 1 | 5.480668 | 3.703506 | 5.409582 | 2.921555 | 4.461762 | 4.698717 | 6.60028 | 4.272198 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-03-03T00:00:00 | 4.272198 | 0.054003 | 0.69327 | 1.379575 | -0.524827 | 0.280932 | -0.553038 | -0.056387 | 7 | -0 | 1 | 4.201112 | 5.480668 | 3.703506 | 5.409582 | 4.651326 | 4.414371 | 5.551755 | 1.428739 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-03-10T00:00:00 | 1.428739 | -0.536497 | 0.432462 | 1.379575 | -0.107687 | 0.787436 | 0.004057 | -0.450145 | 7 | -0 | 1 | 4.272198 | 4.201112 | 5.480668 | 3.703506 | 3.300683 | 3.845679 | 4.716489 | 1.855258 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -1.102738 | 2020-03-17T00:00:00 | 1.855258 | -0.412181 | 0.36336 | 1.379575 | 1.162116 | 1.142465 | 0.529463 | -0.245836 | 7 | -0 | 1 | 1.428739 | 4.272198 | 4.201112 | 5.480668 | 2.518732 | 2.939327 | 3.659077 | 1.926345 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -1.1027378421777496 |
-1.481863 | -0.623952 | 2019-12-31T00:00:00 | -0.207251 | -0.039234 | 0.623052 | 1.379575 | -0.329234 | -1.670007 | 0.195862 | -0.492864 | 6 | -0 | 1 | -0.207251 | -0.207251 | -0.207251 | -0.207251 | -0.207251 | -0.207251 | -0.207251 | -0.703855 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-01-07T00:00:00 | -0.703855 | -0.194629 | 0.623052 | 1.379575 | -0.456931 | -1.407545 | 0.192631 | -1.022208 | 7 | -0 | 1 | -0.207251 | -0.207251 | -0.207251 | -0.207251 | -0.455553 | -0.455553 | -0.455553 | -0.20625 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-01-14T00:00:00 | -0.20625 | 0.178319 | 0.57847 | 1.379575 | -0.215858 | -1.132029 | 0.318961 | -0.134396 | 7 | -0 | 1 | -0.703855 | -0.207251 | -0.207251 | -0.207251 | -0.372452 | -0.372452 | -0.372452 | -0.703855 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-01-21T00:00:00 | -0.703855 | 0.022924 | 0.545033 | 1.379575 | -0.606339 | -0.847767 | 0.096151 | -0.431571 | 7 | -0 | 1 | -0.20625 | -0.703855 | -0.207251 | -0.207251 | -0.537986 | -0.455303 | -0.455303 | -0.20625 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-01-28T00:00:00 | -0.20625 | -0.505418 | 0.672093 | 1.379575 | -0.335415 | -0.543229 | 0.040272 | -0.591303 | 7 | -0 | 1 | -0.703855 | -0.20625 | -0.703855 | -0.207251 | -0.372118 | -0.455052 | -0.405492 | -1.130374 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-02-04T00:00:00 | -1.130374 | -0.256787 | 0.69327 | 1.379575 | -0.48176 | -0.343252 | -0.259212 | -0.914481 | 7 | -0 | 1 | -0.20625 | -0.703855 | -0.20625 | -0.703855 | -0.680159 | -0.561682 | -0.526306 | -1.20146 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-02-11T00:00:00 | -1.20146 | -0.008155 | 0.69327 | 1.379575 | -0.661136 | -0.081253 | -0.727042 | -0.409283 | 7 | -0 | 1 | -1.130374 | -0.20625 | -0.703855 | -0.20625 | -0.846028 | -0.810485 | -0.622756 | -0.348423 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-02-18T00:00:00 | -0.348423 | 0.054003 | 0.69327 | 1.379575 | -0.575095 | 0.331821 | -0.447363 | -0.639594 | 7 | -0 | 1 | -1.20146 | -1.130374 | -0.20625 | -0.703855 | -0.893419 | -0.721626 | -0.588465 | -1.41472 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-02-25T00:00:00 | -1.41472 | -0.101392 | 0.69327 | 1.379575 | -0.673204 | 0.341363 | -0.765803 | -0.063816 | 7 | -0 | 1 | -0.348423 | -1.20146 | -1.130374 | -0.20625 | -0.988201 | -1.023744 | -0.739398 | -1.130374 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-03-03T00:00:00 | -1.130374 | -0.691892 | 0.69327 | 1.379575 | -0.524544 | 0.441153 | -0.571146 | -0.26441 | 7 | -0 | 1 | -1.41472 | -0.348423 | -1.20146 | -1.130374 | -0.964505 | -1.023744 | -0.792713 | -1.841238 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-03-10T00:00:00 | -1.841238 | 0.240477 | 0.403484 | 1.379575 | -0.111568 | 0.977076 | -0.016032 | -0.479862 | 7 | -0 | 1 | -1.130374 | -1.41472 | -0.348423 | -1.20146 | -1.462111 | -1.183689 | -0.997087 | -0.561682 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.623952 | 2020-03-17T00:00:00 | -0.561682 | -0.194629 | 0.345527 | 1.379575 | 1.193328 | 1.280819 | 0.462408 | -0.453859 | 7 | -0 | 1 | -1.841238 | -1.130374 | -1.41472 | -0.348423 | -1.177765 | -1.237003 | -0.979315 | -0.917114 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -0.6239524976767834 |
-1.481863 | -0.11298 | 2019-12-31T00:00:00 | -2.979623 | -0.510598 | 0.69327 | 1.379575 | 1.023201 | 0.609722 | 0.399196 | -1.03459 | 6 | -0 | 1 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -3.83166 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-01-07T00:00:00 | -3.83166 | -0.194629 | 0.69327 | 1.379575 | 0.232444 | 0.907104 | 0.238325 | -1.167081 | 7 | -0 | 1 | -2.979623 | -2.979623 | -2.979623 | -2.979623 | -3.405642 | -3.405642 | -3.405642 | -2.978622 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-01-14T00:00:00 | -2.978622 | -0.225708 | -0.29869 | 1.379575 | 2.118788 | 0.895574 | 0.516165 | -0.621021 | 7 | -0 | 1 | -3.83166 | -2.979623 | -2.979623 | -2.979623 | -3.263302 | -3.263302 | -3.263302 | -3.547314 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-01-21T00:00:00 | -3.547314 | -0.474339 | 0.69327 | 1.379575 | 6.031802 | 0.748076 | 1.03563 | -0.342418 | 7 | -0 | 1 | -2.978622 | -3.83166 | -2.979623 | -2.979623 | -3.452532 | -3.334305 | -3.334305 | -3.476227 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-01-28T00:00:00 | -3.476227 | -0.691892 | 0.69327 | 1.379575 | 3.802361 | 0.961571 | 0.95174 | -1.200513 | 7 | -0 | 1 | -3.547314 | -2.978622 | -3.83166 | -2.979623 | -3.334054 | -3.458456 | -3.362689 | -3.120795 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-02-04T00:00:00 | -3.120795 | 0.116161 | 0.679895 | 1.379575 | 1.664448 | 1.05818 | 0.58421 | -1.308239 | 7 | -0 | 1 | -3.476227 | -3.547314 | -2.978622 | -3.83166 | -3.381445 | -3.280739 | -3.322373 | -3.334054 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-02-11T00:00:00 | -3.334054 | 0.582346 | -0.558383 | 1.379575 | 1.488639 | 0.756028 | 0.429729 | -1.371389 | 7 | -0 | 1 | -3.120795 | -3.476227 | -3.547314 | -2.978622 | -3.310359 | -3.369598 | -3.324042 | -2.978622 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-02-18T00:00:00 | -2.978622 | -0.101392 | -0.412375 | 1.379575 | 2.691464 | 0.906706 | 0.981448 | -1.360245 | 7 | -0 | 1 | -3.334054 | -3.120795 | -3.476227 | -3.547314 | -3.14449 | -3.227425 | -3.280865 | -2.481017 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-02-25T00:00:00 | -2.481017 | 0.14724 | -0.227358 | 1.379575 | 2.895666 | 0.889213 | 1.032234 | -1.022208 | 7 | -0 | 1 | -2.978622 | -3.334054 | -3.120795 | -3.476227 | -2.931231 | -2.978622 | -3.218539 | -1.627979 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-03-03T00:00:00 | -1.627979 | -0.194629 | -0.242962 | 1.379575 | 2.392981 | 1.153995 | 0.904915 | -0.654453 | 7 | -0 | 1 | -2.481017 | -2.978622 | -3.334054 | -3.120795 | -2.362539 | -2.605418 | -2.943079 | -1.770152 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-03-10T00:00:00 | -1.770152 | -0.412181 | -0.416833 | 1.379575 | 2.337129 | 1.390548 | 1.045815 | -1.11136 | 7 | -0 | 1 | -1.627979 | -2.481017 | -2.978622 | -3.334054 | -1.959716 | -2.214442 | -2.79202 | -2.267757 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | -0.11298 | 2020-03-17T00:00:00 | -2.267757 | 0.271556 | -0.412375 | 1.379575 | 1.025795 | 1.896654 | 0.773068 | -0.676741 | 7 | -0 | 1 | -1.770152 | -1.627979 | -2.481017 | -2.978622 | -1.888629 | -2.036726 | -2.632075 | -1.699065 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | -0.11297990312533206 |
-1.481863 | 0.490531 | 2019-12-31T00:00:00 | 0.78796 | -0.14801 | 0.69327 | 1.379575 | -0.319675 | -1.591156 | 0.348857 | -0.726889 | 6 | -0 | 1 | 0.78796 | 0.78796 | 0.78796 | 0.78796 | 0.78796 | 0.78796 | 0.78796 | 1.713085 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-01-07T00:00:00 | 1.713085 | -0.101392 | 0.69327 | 1.379575 | -0.497931 | -1.361427 | 0.367767 | -0.717603 | 7 | -0 | 1 | 0.78796 | 0.78796 | 0.78796 | 0.78796 | 1.250522 | 1.250522 | 1.250522 | 0.788961 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-01-14T00:00:00 | 0.788961 | -0.350023 | 0.69327 | 1.379575 | -0.366407 | -1.023493 | 0.438783 | -0.862476 | 7 | -0 | 1 | 1.713085 | 0.78796 | 0.78796 | 0.78796 | 1.096669 | 1.096669 | 1.096669 | 0.149183 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-01-21T00:00:00 | 0.149183 | 0.178319 | 0.69327 | 1.379575 | -0.667911 | -0.814769 | 0.227998 | -0.468718 | 7 | -0 | 1 | 0.788961 | 1.713085 | 0.78796 | 0.78796 | 0.883743 | 0.859797 | 0.859797 | -0.135163 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-01-28T00:00:00 | -0.135163 | -0.287866 | 0.69327 | 1.379575 | -0.327121 | -0.395333 | 0.111854 | -1.070499 | 7 | -0 | 1 | 0.149183 | 0.788961 | 1.713085 | 0.78796 | 0.26766 | 0.629016 | 0.660805 | 0.220269 | 156 | 2.947377 | 6.128899 | 4 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-02-04T00:00:00 | 0.220269 | 0.085082 | 0.69327 | 1.379575 | -0.485378 | -0.237896 | -0.214226 | -0.962772 | 7 | -0 | 1 | -0.135163 | 0.149183 | 0.788961 | 1.713085 | 0.078096 | 0.255812 | 0.587382 | 2.068518 | 156 | 2.947377 | 6.128899 | 5 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-02-11T00:00:00 | 2.068518 | -0.039234 | 0.69327 | 1.379575 | -0.651682 | 0.040005 | -0.834415 | -0.806755 | 7 | -0 | 1 | 0.220269 | -0.135163 | 0.149183 | 0.788961 | 0.717875 | 0.575702 | 0.798973 | 0.646788 | 156 | 2.947377 | 6.128899 | 6 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-02-18T00:00:00 | 0.646788 | -0.598655 | 0.69327 | 1.379575 | -0.694563 | 0.596602 | -0.690968 | -0.773323 | 7 | -0 | 1 | 2.068518 | 0.220269 | -0.135163 | 0.149183 | 0.978525 | 0.700103 | 0.77995 | 0.931134 | 156 | 2.947377 | 6.128899 | 7 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-02-25T00:00:00 | 0.931134 | -0.412181 | 0.69327 | 1.379575 | -0.68526 | 0.600976 | -0.950841 | -0.375851 | 7 | -0 | 1 | 0.646788 | 2.068518 | 0.220269 | -0.135163 | 1.21548 | 0.966677 | 0.797847 | 0.220269 | 156 | 2.947377 | 6.128899 | 8 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-03-03T00:00:00 | 0.220269 | -0.660813 | 0.69327 | 1.379575 | -0.723414 | 0.69997 | -0.838093 | -0.253266 | 7 | -0 | 1 | 0.931134 | 0.646788 | 2.068518 | 0.220269 | 0.599397 | 0.966677 | 0.611245 | 1.21548 | 156 | 2.947377 | 6.128899 | 9 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-03-10T00:00:00 | 1.21548 | 0.054003 | 0.69327 | 1.379575 | -0.116218 | 1.200908 | -0.241387 | -0.535583 | 7 | -0 | 1 | 0.220269 | 0.931134 | 0.646788 | 2.068518 | 0.788961 | 0.753418 | 0.66456 | -0.419509 | 156 | 2.947377 | 6.128899 | 10 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.490531 | 2020-03-17T00:00:00 | -0.419509 | -0.225708 | 0.69327 | 1.379575 | 1.731976 | 1.41321 | 0.344849 | -0.520724 | 7 | -0 | 1 | 1.21548 | 0.220269 | 0.931134 | 0.646788 | 0.338747 | 0.486844 | 0.593473 | 1.784172 | 156 | 2.947377 | 6.128899 | 11 | -1.4818631273060643 | 0.4905310353212641 |
-1.481863 | 0.63135 | 2019-12-31T00:00:00 | -0.42051 | -0.329304 | -0.402901 | 1.379575 | -0.359704 | -1.571211 | 0.36008 | -0.024812 | 6 | -0 | 1 | -0.42051 | -0.42051 | -0.42051 | -0.42051 | -0.42051 | -0.42051 | -0.42051 | 0.860047 | 156 | 2.947377 | 5.735331 | 0 | -1.4818631273060643 | 0.6313502542921365 |
-1.481863 | 0.63135 | 2020-01-07T00:00:00 | 0.860047 | 0.14724 | -1.172506 | 1.379575 | -0.420289 | -1.300599 | 0.378094 | -0.294127 | 7 | -0 | 1 | -0.42051 | -0.42051 | -0.42051 | -0.42051 | 0.219769 | 0.219769 | 0.219769 | 0.931134 | 156 | 2.947377 | 6.128899 | 1 | -1.4818631273060643 | 0.6313502542921365 |
-1.481863 | 0.63135 | 2020-01-14T00:00:00 | 0.931134 | -0.567576 | -1.540311 | 1.379575 | -0.266704 | -1.01912 | 0.449676 | -0.531868 | 7 | -0 | 1 | 0.860047 | -0.42051 | -0.42051 | -0.42051 | 0.45689 | 0.45689 | 0.45689 | 0.931134 | 156 | 2.947377 | 6.128899 | 2 | -1.4818631273060643 | 0.6313502542921365 |
-1.481863 | 0.63135 | 2020-01-21T00:00:00 | 0.931134 | 0.302635 | -1.660684 | 1.379575 | -0.65976 | -0.811588 | 0.242428 | 0.047625 | 7 | -0 | 1 | 0.931134 | 0.860047 | -0.42051 | -0.42051 | 0.907438 | 0.575451 | 0.575451 | -0.703855 | 156 | 2.947377 | 6.128899 | 3 | -1.4818631273060643 | 0.6313502542921365 |
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Saudi Supply/Demand Forecasting Datasets
Cleaned and feature-engineered parquet datasets supporting a supply/demand forecasting and delivery-time-prediction project. Several files represent different processing stages of the same underlying source data — file names indicate stage (_clean, _final) and source (df1–df7, m5_*, lade, wti).
Files
| File | Rows × Cols | Description |
|---|---|---|
agg_weekly_all_skus_imputed.parquet |
600,000 × 28 | Weekly aggregated, imputed SKU-level demand features |
df1_clean.parquet / df1_final.parquet |
4.5M × 11 | Store/product sales with weather + discount + holiday features |
df3_final.parquet / on_time_delivery_clean.parquet |
10,999 × 10 | On-time delivery classification data |
df4_final.parquet / transportation_logistics_clean.parquet |
6,880 × 18-20 | Transportation lead-time / logistics data |
df5_final.parquet / syndelay_clean.parquet |
155,488 × 41 | Order-level sales, profit, and shipping data |
df6_final.parquet / lade_clean.parquet |
472,419 × 11-15 | Delivery location/GPS data |
df7_final.parquet / wti_clean.parquet |
1,249 × 2 | WTI crude oil price series |
m5_CA_1..4.parquet, m5_TX_1..3.parquet, m5_WI_1..3.parquet |
~5.8M × 15 each | M5 competition sales data, split by state/store |
m5_sample_final.parquet |
200,000 × 11 | Sampled/simplified M5 dataset |
moe_plus_per_sku_rmse.csv |
— | Per-SKU RMSE from Mixture-of-Experts model evaluation |
moe_plus_preds_vs_true.csv |
— | Predicted vs. true values from Mixture-of-Experts model |
Intended Use
Research and experimentation with time-series demand forecasting, delivery lead-time prediction, and supply-chain modeling.
Limitations
Several files are different processing stages of the same source data rather than independent datasets — check row/column counts above before assuming otherwise. df5/syndelay and df6/lade contain customer/location fields; review for any real PII before making this repo public.
License
No standardized open-source license has been specified. Review original source dataset licenses (M5 competition, etc.) before redistribution.
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