forecast_id
stringlengths 11
11
| product_id
stringlengths 8
8
| date
stringdate 2023-01-01 00:00:00
2024-12-01 00:00:00
| historical_sales
int64 10
500
| forecasted_demand
int64 10
500
| actual_sales
int64 5
600
| forecast_accuracy
float64 0.6
0.95
| seasonality_factor
float64 0.8
1.5
| trend_factor
float64 0.9
1.2
| city
stringclasses 15
values |
|---|---|---|---|---|---|---|---|---|---|
FCST0000000
|
PRD27967
|
2023-04-15
| 304
| 198
| 17
| 0.69
| 1.44
| 1.09
|
Kano
|
FCST0000001
|
PRD15503
|
2023-12-01
| 88
| 346
| 477
| 0.8
| 1.17
| 1.02
|
Benin City
|
FCST0000002
|
PRD35105
|
2024-07-31
| 294
| 86
| 462
| 0.67
| 0.91
| 0.92
|
Lagos
|
FCST0000003
|
PRD87836
|
2023-03-01
| 299
| 27
| 411
| 0.79
| 0.88
| 0.97
|
Port Harcourt
|
FCST0000004
|
PRD48768
|
2024-02-28
| 181
| 157
| 260
| 0.87
| 0.83
| 1.17
|
Ilorin
|
FCST0000005
|
PRD12851
|
2023-05-10
| 128
| 398
| 139
| 0.73
| 1.28
| 1.18
|
Calabar
|
FCST0000006
|
PRD89519
|
2024-08-20
| 32
| 464
| 203
| 0.61
| 0.88
| 0.99
|
Onitsha
|
FCST0000007
|
PRD84523
|
2023-07-07
| 36
| 330
| 294
| 0.71
| 1.15
| 1.06
|
Lagos
|
FCST0000008
|
PRD99393
|
2023-06-04
| 200
| 239
| 49
| 0.88
| 0.98
| 1.04
|
Jos
|
FCST0000009
|
PRD85956
|
2023-03-25
| 35
| 393
| 418
| 0.69
| 1.33
| 0.95
|
Calabar
|
FCST0000010
|
PRD33170
|
2024-09-03
| 430
| 467
| 151
| 0.69
| 1.01
| 1.01
|
Port Harcourt
|
FCST0000011
|
PRD77155
|
2024-07-12
| 72
| 87
| 296
| 0.69
| 0.81
| 1.18
|
Aba
|
FCST0000012
|
PRD57991
|
2024-10-13
| 469
| 27
| 565
| 0.93
| 0.84
| 0.92
|
Kano
|
FCST0000013
|
PRD29762
|
2023-03-07
| 436
| 444
| 209
| 0.77
| 1.3
| 0.96
|
Kano
|
FCST0000014
|
PRD42371
|
2024-09-07
| 347
| 337
| 255
| 0.72
| 0.88
| 1.19
|
Kaduna
|
FCST0000015
|
PRD96428
|
2023-06-25
| 284
| 209
| 52
| 0.8
| 0.99
| 0.97
|
Abeokuta
|
FCST0000016
|
PRD81360
|
2023-10-13
| 293
| 385
| 89
| 0.76
| 1.23
| 1.05
|
Kaduna
|
FCST0000017
|
PRD61078
|
2023-04-10
| 59
| 465
| 298
| 0.78
| 1.49
| 1.18
|
Ilorin
|
FCST0000018
|
PRD22106
|
2024-10-15
| 166
| 354
| 404
| 0.91
| 1.01
| 1.1
|
Lagos
|
FCST0000019
|
PRD83383
|
2024-07-09
| 500
| 191
| 469
| 0.9
| 0.84
| 0.91
|
Enugu
|
FCST0000020
|
PRD64186
|
2023-08-17
| 81
| 261
| 197
| 0.61
| 1
| 1.04
|
Onitsha
|
FCST0000021
|
PRD29592
|
2023-08-22
| 289
| 157
| 240
| 0.84
| 0.88
| 1.16
|
Port Harcourt
|
FCST0000022
|
PRD39325
|
2023-04-15
| 302
| 194
| 529
| 0.85
| 1.2
| 0.92
|
Ibadan
|
FCST0000023
|
PRD99400
|
2024-08-03
| 176
| 176
| 279
| 0.94
| 1.22
| 0.92
|
Aba
|
FCST0000024
|
PRD87866
|
2024-04-27
| 124
| 230
| 222
| 0.67
| 1.37
| 0.99
|
Calabar
|
FCST0000025
|
PRD46194
|
2023-02-19
| 356
| 226
| 574
| 0.88
| 1.13
| 1.06
|
Calabar
|
FCST0000026
|
PRD72972
|
2023-04-06
| 97
| 212
| 384
| 0.67
| 1.05
| 1.16
|
Benin City
|
FCST0000027
|
PRD34147
|
2023-10-07
| 343
| 117
| 142
| 0.92
| 1.04
| 0.97
|
Benin City
|
FCST0000028
|
PRD54733
|
2023-01-06
| 149
| 74
| 279
| 0.84
| 0.94
| 1.02
|
Ibadan
|
FCST0000029
|
PRD80218
|
2023-01-01
| 323
| 69
| 284
| 0.89
| 1.27
| 1.17
|
Benin City
|
FCST0000030
|
PRD83894
|
2023-10-19
| 239
| 370
| 168
| 0.89
| 1.12
| 0.91
|
Kano
|
FCST0000031
|
PRD14119
|
2024-06-13
| 464
| 69
| 341
| 0.6
| 1.1
| 0.94
|
Lagos
|
FCST0000032
|
PRD77111
|
2023-11-11
| 58
| 214
| 445
| 0.67
| 1.47
| 0.99
|
Ilorin
|
FCST0000033
|
PRD87931
|
2023-01-08
| 252
| 82
| 228
| 0.63
| 0.86
| 1.13
|
Lagos
|
FCST0000034
|
PRD37273
|
2024-06-18
| 390
| 47
| 58
| 0.66
| 1.19
| 0.93
|
Enugu
|
FCST0000035
|
PRD79026
|
2023-02-13
| 324
| 399
| 544
| 0.64
| 1.5
| 1.02
|
Abeokuta
|
FCST0000036
|
PRD77818
|
2023-03-05
| 321
| 208
| 136
| 0.79
| 0.92
| 1.01
|
Port Harcourt
|
FCST0000037
|
PRD85838
|
2023-01-13
| 68
| 39
| 279
| 0.75
| 1.22
| 1.2
|
Ilorin
|
FCST0000038
|
PRD93452
|
2023-12-04
| 390
| 497
| 588
| 0.67
| 1.24
| 1.16
|
Abeokuta
|
FCST0000039
|
PRD90409
|
2024-03-01
| 64
| 427
| 562
| 0.73
| 1.42
| 1.05
|
Ibadan
|
FCST0000040
|
PRD75222
|
2023-11-12
| 383
| 131
| 358
| 0.85
| 1.5
| 0.93
|
Benin City
|
FCST0000041
|
PRD11274
|
2023-06-03
| 365
| 29
| 186
| 0.7
| 1.2
| 0.9
|
Lagos
|
FCST0000042
|
PRD65441
|
2023-03-04
| 36
| 111
| 379
| 0.79
| 1.41
| 0.98
|
Abeokuta
|
FCST0000043
|
PRD76681
|
2024-10-26
| 348
| 285
| 355
| 0.76
| 1.49
| 1.01
|
Abuja
|
FCST0000044
|
PRD16513
|
2023-01-22
| 32
| 46
| 113
| 0.75
| 0.95
| 0.92
|
Calabar
|
FCST0000045
|
PRD73565
|
2024-01-04
| 312
| 75
| 521
| 0.73
| 1.09
| 1.08
|
Abuja
|
FCST0000046
|
PRD18280
|
2023-11-02
| 148
| 241
| 135
| 0.66
| 1.49
| 1.1
|
Kaduna
|
FCST0000047
|
PRD25293
|
2023-12-06
| 174
| 289
| 532
| 0.73
| 1.36
| 1.12
|
Ibadan
|
FCST0000048
|
PRD83040
|
2024-11-25
| 398
| 221
| 60
| 0.66
| 1.06
| 1.01
|
Jos
|
FCST0000049
|
PRD70973
|
2023-07-28
| 237
| 413
| 279
| 0.68
| 1.1
| 1.15
|
Port Harcourt
|
FCST0000050
|
PRD74098
|
2024-05-11
| 349
| 335
| 281
| 0.77
| 1.22
| 1.02
|
Ilorin
|
FCST0000051
|
PRD79072
|
2023-05-08
| 72
| 185
| 175
| 0.87
| 1.22
| 1.11
|
Abuja
|
FCST0000052
|
PRD89706
|
2023-09-10
| 196
| 210
| 222
| 0.71
| 1.49
| 0.93
|
Enugu
|
FCST0000053
|
PRD89494
|
2024-07-19
| 148
| 127
| 546
| 0.87
| 1.11
| 1.13
|
Abuja
|
FCST0000054
|
PRD33569
|
2023-01-25
| 343
| 287
| 529
| 0.61
| 1.24
| 1.09
|
Onitsha
|
FCST0000055
|
PRD10500
|
2024-11-28
| 31
| 95
| 220
| 0.89
| 0.82
| 1.11
|
Calabar
|
FCST0000056
|
PRD57420
|
2024-08-29
| 357
| 99
| 334
| 0.73
| 0.91
| 0.95
|
Jos
|
FCST0000057
|
PRD56985
|
2023-05-10
| 18
| 368
| 95
| 0.71
| 1.07
| 1.04
|
Kaduna
|
FCST0000058
|
PRD21360
|
2024-05-12
| 310
| 485
| 503
| 0.84
| 0.83
| 1.04
|
Lagos
|
FCST0000059
|
PRD54828
|
2023-08-06
| 300
| 190
| 205
| 0.91
| 0.81
| 1.1
|
Benin City
|
FCST0000060
|
PRD21215
|
2023-11-11
| 90
| 156
| 468
| 0.68
| 0.97
| 1.15
|
Benin City
|
FCST0000061
|
PRD30878
|
2023-09-13
| 340
| 500
| 224
| 0.88
| 1.29
| 1.15
|
Lagos
|
FCST0000062
|
PRD83972
|
2024-04-03
| 190
| 207
| 577
| 0.78
| 1.4
| 1.04
|
Abuja
|
FCST0000063
|
PRD64156
|
2024-04-16
| 59
| 342
| 186
| 0.67
| 1.35
| 0.99
|
Warri
|
FCST0000064
|
PRD37740
|
2024-02-19
| 337
| 143
| 450
| 0.67
| 0.82
| 1.07
|
Aba
|
FCST0000065
|
PRD46089
|
2024-02-23
| 291
| 121
| 43
| 0.91
| 0.85
| 0.92
|
Ibadan
|
FCST0000066
|
PRD44337
|
2023-07-09
| 498
| 138
| 469
| 0.72
| 0.88
| 1.15
|
Kano
|
FCST0000067
|
PRD25132
|
2023-07-28
| 304
| 88
| 347
| 0.93
| 0.88
| 1.18
|
Abeokuta
|
FCST0000068
|
PRD36748
|
2023-09-07
| 476
| 17
| 54
| 0.68
| 0.99
| 1.08
|
Jos
|
FCST0000069
|
PRD70096
|
2023-12-17
| 390
| 228
| 15
| 0.86
| 0.93
| 1.18
|
Calabar
|
FCST0000070
|
PRD12397
|
2024-02-10
| 321
| 446
| 55
| 0.61
| 1.28
| 1.16
|
Aba
|
FCST0000071
|
PRD57087
|
2023-08-02
| 302
| 442
| 471
| 0.6
| 1.41
| 1.07
|
Kaduna
|
FCST0000072
|
PRD76534
|
2024-05-01
| 395
| 484
| 560
| 0.88
| 0.99
| 1
|
Kano
|
FCST0000073
|
PRD27570
|
2023-10-06
| 64
| 476
| 279
| 0.62
| 0.81
| 1.13
|
Port Harcourt
|
FCST0000074
|
PRD37572
|
2023-08-23
| 412
| 302
| 111
| 0.69
| 1.39
| 1.2
|
Kano
|
FCST0000075
|
PRD45564
|
2024-02-27
| 465
| 299
| 124
| 0.78
| 1.45
| 1.15
|
Abuja
|
FCST0000076
|
PRD92549
|
2024-10-05
| 202
| 368
| 20
| 0.74
| 1.2
| 0.91
|
Ibadan
|
FCST0000077
|
PRD89968
|
2023-01-25
| 79
| 492
| 243
| 0.89
| 1.12
| 0.98
|
Kaduna
|
FCST0000078
|
PRD16618
|
2023-08-09
| 207
| 224
| 317
| 0.79
| 0.86
| 0.91
|
Onitsha
|
FCST0000079
|
PRD31435
|
2024-04-15
| 215
| 97
| 130
| 0.72
| 1.28
| 1.16
|
Enugu
|
FCST0000080
|
PRD48813
|
2024-05-24
| 159
| 471
| 337
| 0.92
| 0.81
| 1.18
|
Kano
|
FCST0000081
|
PRD61461
|
2024-01-22
| 344
| 22
| 378
| 0.87
| 1.37
| 0.95
|
Port Harcourt
|
FCST0000082
|
PRD55607
|
2023-06-01
| 217
| 408
| 211
| 0.67
| 1.4
| 1.02
|
Onitsha
|
FCST0000083
|
PRD32542
|
2024-01-26
| 281
| 365
| 267
| 0.68
| 1.03
| 1.16
|
Calabar
|
FCST0000084
|
PRD69029
|
2023-09-09
| 348
| 289
| 551
| 0.6
| 0.84
| 0.97
|
Abuja
|
FCST0000085
|
PRD21673
|
2024-06-27
| 354
| 217
| 575
| 0.93
| 0.88
| 1.03
|
Ilorin
|
FCST0000086
|
PRD80395
|
2024-03-14
| 65
| 463
| 33
| 0.95
| 1.2
| 0.92
|
Aba
|
FCST0000087
|
PRD24201
|
2024-11-03
| 31
| 29
| 196
| 0.71
| 0.86
| 1.06
|
Port Harcourt
|
FCST0000088
|
PRD54777
|
2024-09-28
| 122
| 378
| 422
| 0.79
| 1.03
| 1.13
|
Abuja
|
FCST0000089
|
PRD22380
|
2023-08-12
| 47
| 473
| 482
| 0.88
| 1.28
| 1.19
|
Aba
|
FCST0000090
|
PRD59012
|
2024-08-28
| 301
| 466
| 479
| 0.88
| 1.23
| 1.15
|
Port Harcourt
|
FCST0000091
|
PRD60408
|
2023-01-12
| 377
| 436
| 156
| 0.92
| 1.35
| 0.93
|
Calabar
|
FCST0000092
|
PRD62288
|
2024-06-23
| 498
| 430
| 248
| 0.71
| 1.29
| 0.97
|
Abeokuta
|
FCST0000093
|
PRD93949
|
2023-08-31
| 330
| 391
| 485
| 0.9
| 1.49
| 0.96
|
Abuja
|
FCST0000094
|
PRD30060
|
2024-10-02
| 148
| 220
| 315
| 0.83
| 1.18
| 1.08
|
Port Harcourt
|
FCST0000095
|
PRD75356
|
2024-05-28
| 271
| 499
| 99
| 0.94
| 0.91
| 1.17
|
Abuja
|
FCST0000096
|
PRD48459
|
2023-08-24
| 397
| 454
| 423
| 0.61
| 0.93
| 1.17
|
Ibadan
|
FCST0000097
|
PRD38191
|
2024-05-26
| 256
| 141
| 229
| 0.72
| 1.09
| 0.99
|
Warri
|
FCST0000098
|
PRD45309
|
2024-08-25
| 446
| 482
| 90
| 0.72
| 1.25
| 1.03
|
Abuja
|
FCST0000099
|
PRD83725
|
2024-08-17
| 363
| 427
| 571
| 0.7
| 1.23
| 0.96
|
Jos
|
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