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STORE
int64
UPC
int64
WEEK
int64
MOVE
int64
QTY
int64
PRICE
float64
SALE
large_string
PROFIT
float64
OK
int64
PRICE_HEX
large_string
PROFIT_HEX
large_string
MMID
float64
NAME
large_string
CITY
large_string
ZIP
float64
LAT
float64
LONG
float64
WEEKVOL
float64
SCLUSTER
large_string
ZONE
float64
AGE9
float64
AGE60
float64
ETHNIC
float64
EDUC
float64
NOCAR
float64
INCOME
float64
INCSIGMA
float64
GINI
float64
HSIZEAVG
float64
HSIZE1
float64
HSIZE2
float64
HSIZE34
float64
HSIZE567
float64
HH3PLUS
float64
HH4PLUS
float64
HHSINGLE
float64
HHLARGE
float64
WORKWOM
float64
SINHOUSE
float64
DENSITY
float64
HVAL150
float64
HVAL200
float64
HVALMEAN
float64
SINGLE
float64
RETIRED
float64
UNEMP
float64
WRKCH5
float64
WRKCH17
float64
NWRKCH5
float64
NWRKCH17
float64
WRKCH
float64
NWRKCH
float64
WRKWCH
float64
WRKWNCH
float64
TELEPHN
float64
MORTGAGE
float64
NWHITE
float64
POVERTY
float64
SHPCONS
float64
SHPHURR
float64
SHPAVID
float64
SHPKSTR
float64
SHPUNFT
float64
SHPBIRD
float64
SHOPINDX
float64
SHPINDX
float64
GROUP1
float64
GROUP2
float64
GROUP3
float64
GROUP4
float64
GROUP5
float64
GROUP6
float64
GROUP7
float64
GROUP8
float64
GROUP9
float64
GROUP10
float64
GROUP11
float64
GROUP12
float64
SELAS1
float64
SELAS2
float64
SELAS3
float64
SELAS4
float64
SELAS5
float64
SELAS6
float64
SELAS7
float64
SELAS8
float64
SELAS9
float64
SELAS10
float64
SELAS11
float64
SELAS12
float64
SELAS13
float64
SELAS14
float64
SELAS15
float64
SELAS16
float64
SELAS17
float64
SELAS18
float64
SELAS19
float64
SELAS20
float64
SELAS21
float64
SELAS22
float64
SELAS23
float64
SELAS24
float64
SEELAS1
float64
SEELAS2
float64
SEELAS3
float64
SEELAS4
float64
SEELAS5
float64
SEELAS6
float64
SEELAS7
float64
SEELAS8
float64
SEELAS9
float64
SEELAS10
float64
SEELAS11
float64
SEELAS12
float64
SEELAS13
float64
SEELAS14
float64
SEELAS15
float64
SEELAS16
float64
SEELAS17
float64
SEELAS18
float64
SEELAS19
float64
SEELAS20
float64
SEELAS21
float64
SEELAS22
float64
SEELAS23
float64
SEELAS24
float64
SELASALL
float64
STORENO
float64
URBAN
float64
CUBDIST
float64
CUBVOL
float64
CUBID
float64
OMNIDIST
float64
OMNIVOL
float64
OMNIID
float64
DDIST1
float64
DDIST2
float64
DDIST3
float64
DDIST4
float64
DDIST5
float64
DDIST6
float64
DDIST7
float64
DDIST8
float64
DDIST9
float64
DDIST10
float64
DCVOL1
float64
DCVOL2
float64
DCVOL3
float64
DCVOL4
float64
DCVOL5
float64
DCVOL6
float64
DCVOL7
float64
DCVOL8
float64
DCVOL9
float64
DCVOL10
float64
DCID1
float64
DCID2
float64
DCID3
float64
DCID4
float64
DCID5
float64
DCID6
float64
DCID7
float64
DCID8
float64
DCID9
float64
DCID10
float64
TTIME1
float64
TTIME2
float64
TTIME3
float64
TTIME4
float64
TTIME5
float64
TTIME6
float64
TTIME7
float64
TTIME8
float64
TTIME9
float64
TTIME10
float64
TCVOL1
float64
TCVOL2
float64
TCVOL3
float64
TCVOL4
float64
TCVOL5
float64
TCVOL6
float64
TCVOL7
float64
TCVOL8
float64
TCVOL9
float64
TCVOL10
float64
TCID1
float64
TCID2
float64
TCID3
float64
TCID4
float64
TCID5
float64
TCID6
float64
TCID7
float64
TCID8
float64
TCID9
float64
TCID10
float64
LSELAS1
float64
LSELAS2
float64
LSELAS3
float64
LSELAS4
float64
LSELAS5
float64
LSELAS6
float64
LSELAS7
float64
LSELAS8
float64
LSELAS9
float64
LSELAS10
float64
LSELAS11
float64
LSELAS12
float64
LSELAS13
float64
LSELAS14
float64
LSELAS15
float64
LSELAS16
float64
LSELAS17
float64
LSELAS18
float64
LSELAS19
float64
LSELAS20
float64
LSELAS21
float64
LSELAS22
float64
PERCENT
float64
LIFT1
float64
RATIO1
float64
LIFT2
float64
RATIO2
float64
LIFT3
float64
RATIO3
float64
LIFT4
float64
RATIO4
float64
LIFT5
float64
RATIO5
float64
LIFT6
float64
RATIO6
float64
LIFT7
float64
RATIO7
float64
LIFT8
float64
RATIO8
float64
LIFT9
float64
RATIO9
float64
LIFT10
float64
RATIO10
float64
LIFT11
float64
RATIO11
float64
LIFT12
float64
RATIO12
float64
LIFT13
float64
RATIO13
float64
LIFT14
float64
RATIO14
float64
LIFT15
float64
RATIO15
float64
LIFT16
float64
RATIO16
float64
LIFT17
float64
RATIO17
float64
LIFT18
float64
RATIO18
float64
LIFT19
float64
RATIO19
float64
LIFT20
float64
RATIO20
float64
LIFT21
float64
RATIO21
float64
LIFT22
float64
RATIO22
float64
LIFT23
float64
RATIO23
float64
UELAS1
float64
UTELS1
float64
UNETA1
float64
WELAS1
float64
WTELS1
float64
WNETA1
float64
UELAS2
float64
UTELS2
float64
UNETA2
float64
WELAS2
float64
WTELS2
float64
WNETA2
float64
UELAS3
float64
UTELS3
float64
UNETA3
float64
WELAS3
float64
WTELS3
float64
WNETA3
float64
UELAS4
float64
UTELS4
float64
UNETA4
float64
WELAS4
float64
WTELS4
float64
WNETA4
float64
UELAS5
float64
UTELS5
float64
UNETA5
float64
WELAS5
float64
WTELS5
float64
WNETA5
float64
UELAS6
float64
UTELS6
float64
UNETA6
float64
WELAS6
float64
WTELS6
float64
WNETA6
float64
UELAS7
float64
UTELS7
float64
UNETA7
float64
WELAS7
float64
WTELS7
float64
WNETA7
float64
UELAS8
float64
UTELS8
float64
UNETA8
float64
WELAS8
float64
WTELS8
float64
WNETA8
float64
UELAS9
float64
UTELS9
float64
UNETA9
float64
WELAS9
float64
WTELS9
float64
WNETA9
float64
UELAS10
float64
UTELS10
float64
UNETA10
float64
WELAS10
float64
WTELS10
float64
WNETA10
float64
UELAS11
float64
UTELS11
float64
UNETA11
float64
WELAS11
float64
WTELS11
float64
WNETA11
float64
UELAS12
float64
UTELS12
float64
UNETA12
float64
WELAS12
float64
WTELS12
float64
WNETA12
float64
UELAS13
float64
UTELS13
float64
UNETA13
float64
WELAS13
float64
WTELS13
float64
WNETA13
float64
UELAS14
float64
UTELS14
float64
UNETA14
float64
WELAS14
float64
WTELS14
float64
WNETA14
float64
UELAS15
float64
UTELS15
float64
UNETA15
float64
WELAS15
float64
WTELS15
float64
WNETA15
float64
UELAS16
float64
UTELS16
float64
UNETA16
float64
WELAS16
float64
WTELS16
float64
WNETA16
float64
UELAS17
float64
UTELS17
float64
UNETA17
float64
WELAS17
float64
WTELS17
float64
WNETA17
float64
UELAS18
float64
UTELS18
float64
UNETA18
float64
WELAS18
float64
WTELS18
float64
WNETA18
float64
UELAS19
float64
UTELS19
float64
UNETA19
float64
WELAS19
float64
WTELS19
float64
WNETA19
float64
UELAS20
float64
UTELS20
float64
UNETA20
float64
WELAS20
float64
WTELS20
float64
WNETA20
float64
UELAS21
float64
UTELS21
float64
UNETA21
float64
WELAS21
float64
WTELS21
float64
WNETA21
float64
UELAS22
float64
UTELS22
float64
UNETA22
float64
WELAS22
float64
WTELS22
float64
WNETA22
float64
UELAS23
float64
UTELS23
float64
UNETA23
float64
WELAS23
float64
WTELS23
float64
WNETA23
float64
NELAS1
float64
NELAS2
float64
NELAS3
float64
NELAS4
float64
NELAS5
float64
NELAS6
float64
NELAS7
float64
NELAS8
float64
NELAS9
float64
NELAS10
float64
NELAS11
float64
NELAS12
float64
NELAS13
float64
NELAS14
float64
NELAS15
float64
NELAS16
float64
NELAS17
float64
NELAS18
float64
NEELAS1
float64
NEELAS2
float64
NEELAS3
float64
NEELAS4
float64
NEELAS5
float64
NEELAS6
float64
NEELAS7
float64
NEELAS8
float64
NEELAS9
float64
NEELAS10
float64
NEELAS11
float64
NEELAS12
float64
NEELAS13
float64
NEELAS14
float64
NEELAS15
float64
NEELAS16
float64
NEELAS17
float64
NEELAS18
float64
MELAS1
float64
MELAS2
float64
MELAS3
float64
MELAS4
float64
MELAS5
float64
MELAS6
float64
MELAS7
float64
MELAS8
float64
MELAS9
float64
MELAS10
float64
MELAS11
float64
MELAS12
float64
MELAS13
float64
MELAS14
float64
MELAS15
float64
MELAS16
float64
MELAS17
float64
MELAS18
float64
MEELAS1
float64
MEELAS2
float64
MEELAS3
float64
MEELAS4
float64
MEELAS5
float64
MEELAS6
float64
MEELAS7
float64
MEELAS8
float64
MEELAS9
float64
MEELAS10
float64
MEELAS11
float64
MEELAS12
float64
MEELAS13
float64
MEELAS14
float64
MEELAS15
float64
MEELAS16
float64
MEELAS17
float64
MEELAS18
float64
I
float64
DOMVOL
float64
COMPCUB
float64
COMPNEAR
float64
COMPBY
float64
COMPFAR
float64
DRTIME1
float64
DRTIME2
float64
DRTIME3
float64
DRTIME4
float64
DRTIME5
float64
DRVOL1
float64
DRVOL2
float64
DRVOL3
float64
DRVOL4
float64
DRVOL5
float64
DRWVOL1
float64
DRWVOL2
float64
DRWVOL3
float64
DRWVOL4
float64
DRWVOL5
float64
SSTRDIST
float64
SSTRVOL
float64
CPDIST1
float64
CPDIST2
float64
CPDIST3
float64
CPDIST4
float64
CPDIST5
float64
CPVOL1
float64
CPVOL2
float64
CPVOL3
float64
CPVOL4
float64
CPVOL5
float64
CPWVOL1
float64
CPWVOL2
float64
CPWVOL3
float64
CPWVOL4
float64
CPWVOL5
float64
FARTHEST
float64
DTDIST
float64
DTVOL
float64
DTWVOL
float64
DTCOMP
float64
PRICLOW
float64
PRICMED
float64
PRICHIGH
float64
COM_CODE
int64
DESCRIP
large_string
SIZE
large_string
CASE
int64
NITEM
int64
unit_price
float64
log_price
float64
log_move
float64
hausman_iv
float64
56
5,100,001,874
54
18
1
0.66
null
25.15
1
3FE51EB851EB851F
4039266666666666
16,924
DOMINICKS 56
COUNTRYSIDE
60,525
417,683
878,881
375
A
2
0.131014
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10.831825
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375
0
0
0
1
6.18
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null
null
null
4.865721
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0
1
0
324
HOME COOKIN MINESTRO
10.8 O
12
1,502,101
0.66
-0.415515
2.944439
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94
4,119,601,092
45
7
1
1.16
null
25.26
1
3FF28F5C28F5C28F
4039428F5C28F5C3
16,956
DOMINICKS 94
BLOOMINGDALE
60,108
419,589
880,892
475
D
5
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0
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1
0.315789
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475
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3.960019
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0
1
0
324
PROG TOMATO W/SHELL
19 OZ
12
1,511,081
1.16
0.14842
2.079442
0.166848
90
5,100,000,011
92
107
1
0.42
null
10
1
3FDAE147AE147AE1
4024000000000000
16,952
DOMINICKS 90
CHICAGO
60,617
416,814
875,394
325
C
10
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90
1
12.84015
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17,003
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325
0
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3
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324
CAMP TOMATO SOUP
10.75O
48
1,503,001
0.42
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4.682131
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80
5,100,005,340
272
3
1
1.04
null
18.91
1
3FF0A3D70A3D70A4
4032E8F5C28F5C29
16,945
DOMINICKS 80
ARLINGTON HEIGHTS
60,005
421,088
879,791
750
A
6
0.138604
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26,458.281414
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80
0
0.323594
0.5
16,505
1.267092
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76,899
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1.701928
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4.62
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6.98
8.33
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10.25
10.54
10.75
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null
0.266667
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0.366667
null
77,789
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null
null
2.879669
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5
750
1
0
1
0
4.62
4.72
5.473333
6.1875
6.718
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0.416667
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0.275
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null
null
null
0.323594
0.5
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4
1.501451
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4
1
0
0
324
CAMPBELL'S MCRO CKN-
7.5 OZ
8
1,500,551
1.04
0.039221
1.386294
0.058818
70
5,100,004,241
97
6
1
1.04
null
27.4
1
3FF0A3D70A3D70A4
403B666666666666
16,936
DOMINICKS 70
JOLIET
60,435
415,228
881,308
650
C
6
0.143346
0.190236
0.162861
0.16567
0.081126
10.412351
23,292.57929
null
2.620227
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70
1
3.909329
0.5
16,506
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null
null
3.617427
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3
650
1
0
1
0
4.94
5.205
6.05
6.51
6.854
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2
1.881628
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2
1
0
0
324
CAMPBELLS HOME COOK
10.75O
24
1,501,881
1.04
0.039221
1.94591
0.038122
48
5,100,002,457
59
29
1
0.77
null
17.92
1
3FE8A3D70A3D70A4
4031EB851EB851EC
16,916
DOMINICKS 48
SCHAUMBURG
60,193
420,503
880,775
325
D
2
0.121767
0.097922
0.099492
0.30326
0.021209
10.756029
25,334.744855
null
2.352837
0.324907
0.325968
0.270638
0.078487
0.349125
0.203465
0.324907
0.078487
0.459683
0.303545
0.001372
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0.160499
151.034854
0.334087
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0.060529
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0.330845
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null
-2.045785
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0.045402
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0.088965
0.02204
null
0.100709
-2.144106
48
0
4.650687
1.615385
70,986
7.135543
1.461538
76,899
0.216251
1.238673
2.729535
3.087868
3.71803
3.887147
3.930061
4.48582
4.5609
4.60477
0.923077
0.461538
1.076923
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0.461538
1.538462
1.307692
1
0.153846
0.123077
16,816
16,259
77,221
16,802
16,263
16,747
69,192
16,803
17,238
17,025
3.93
6.06
7.99
9.02
9.63
10.36
11.13
12.01
12.81
13.18
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0.461538
null
1.461538
null
1.076923
0.461538
0.153846
0.846154
1
16,816
16,259
16,975
16,802
54,579
77,221
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16,844
16,803
0.056465
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0.14514
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null
null
1.439478
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null
null
1.344707
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null
null
null
null
null
null
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324
CAMP HOMESTYLE CHICK
10.75O
24
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DOMINICKS 83
LANSING
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CAMP CHUNKY BEAN-N-H
19 OZ
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3FFA147AE147AE14
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DOMINICKS 98
CHICAGO
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2
600
0
0
0
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1
0
1
0
324
CAMP CHICKEN WITH RI
10.5OZ
48
1,505,501
0.495
-0.703198
4.60517
-0.703198
88
5,010,040,266
147
4
1
1.45
null
27.86
1
3FF7333333333333
403BDC28F5C28F5C
16,950
DOMINICKS 88
BENSENVILLE
60,106
419,325
879,375
375
A
2
0.136417
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0
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0.8
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16,186
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1.698889
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375
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1.894497
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4
0
1
0
324
~HEALTY CHOICE TOMAT
15 OZ
12
1,507,221
1.45
0.371564
1.609438
0.385044
47
5,100,000,587
188
3
1
1.75
null
28.23
1
3FFC000000000000
403C3AE147AE147B
16,915
DOMINICKS 47
ADDISON
60,101
419,364
880,022
350
D
2
0.142962
0.125798
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10.635326
23,887.563278
null
2.924399
0.17562
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-2.070647
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null
0.102938
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47
0
5.334974
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0.5
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12.1
12.14
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0.5
null
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0.285714
16,235
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null
null
1.610654
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null
null
1.834427
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1.076999
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null
null
null
null
null
null
-2.323682
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30.492622
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4
350
0
0
0
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null
null
4.910911
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3
1.020065
2
0.653553
3
0
1
0
324
CAMP CHUNKY BEAN-N-H
19 OZ
12
1,500,981
1.75
0.559616
1.386294
0.574653
116
5,100,002,672
150
6
1
1.14
null
27.89
1
3FF23D70A3D70A3D
403BE3D70A3D70A4
16,974
DOMINICKS 116
ELMHURST
60,126
418,906
879,597
375
A
2
0.139877
0.188173
0.033137
0.259225
0.060982
10.697113
25,887.453043
null
2.71938
0.206374
0.327821
0.348148
0.117657
0.465805
0.278725
0.206374
0.117657
0.355635
0.821356
0.000724
0.308161
0.134355
146.849639
0.248023
0.15531
0.166748
0.048736
0.129502
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0.178238
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0.041783
0.08595
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0.021238
0.165745
0.097125
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116
0
3.21508
1.666667
67,356
6.584893
1.893333
68,475
1.034329
1.309475
1.363997
1.902142
2.178878
3.125979
3.457807
3.527458
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324
HEALTHY REQUEST CHIC
16 OZ
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2
1
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3FFBD70A3D70A3D7
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16,919
DOMINICKS 51
PALOS HEIGHTS
60,463
416,594
877,775
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326
WYLR BF BOULN CUBES
25 CT
12
1,510,151
1.74
0.553885
1.098612
0.573413
End of preview. Expand in Data Studio

DreamPrice Dominick's Canned Soup Dataset

Description

Processed scanner data from Dominick's Finer Foods (Chicago, 1989-1997) for the canned soup (CSO) category. This dataset is used for training the DreamPrice world model for retail pricing optimization.

Source

The original data come from the Dominick's Finer Foods dataset curated by the James M. Kilts Center at the University of Chicago Booth School of Business.

Processing

  • Filtered to OK=1 and PRICE>0
  • Merged with UPC metadata and store demographics
  • Computed unit prices, log-prices, log-movements
  • Hausman instrumental variable: leave-one-out mean of log prices across stores for each UPC-week
  • Temporal split: train (weeks 1-280), validation (weeks 281-340), test (weeks 341-400)
  • Sampled to 500K rows for distribution

Causal Elasticity Estimation

DML-PLIV price elasticity for this category:

  • Theta (causal): -0.940 (SE=0.006)
  • 95% CI: [-0.952, -0.928]
  • F-stat (first stage): 23,381
  • N observations: 148,640

See metadata/elasticities.json for full results.

Citation

@misc{dreamprice2026,
  title={DreamPrice: A Learned World Model for Retail Pricing},
  author={DreamPrice Team},
  year={2026}
}

License

CC-BY-NC-4.0 (following Dominick's dataset terms)

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