date
timestamp[ns]date
2003-01-15 00:00:00
2026-01-15 00:00:00
admin1
stringclasses
10 values
admin2
stringclasses
94 values
market
stringclasses
209 values
market_id
int64
369
10.5k
latitude
float64
-17.9
-8.47
longitude
float64
22.1
33.5
category
stringclasses
8 values
commodity
stringclasses
29 values
commodity_id
int64
50
1.31k
unit
stringclasses
13 values
priceflag
stringclasses
3 values
pricetype
stringclasses
1 value
currency
stringclasses
1 value
price
float64
0.14
800
usdprice
float64
0.03
33.4
esa_source
stringclasses
1 value
esa_processed
stringdate
2026-04-07 00:00:00
2026-04-07 00:00:00
2024-12-15T00:00:00
Muchiga
Shiwamg'andu
Ilondola
9,997
-10.72
31.79
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
98
3.53
HDX
2026-04-07
2012-11-15T00:00:00
Eastern
Chipata
Chipata
370
-13.63
32.65
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
8.53
1.65
HDX
2026-04-07
2020-03-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
37.74
2.34
HDX
2026-04-07
2024-10-15T00:00:00
Muchiga
Chinsali
Chinsali
1,434
-10.55
32.07
meat, fish and eggs
Meat (mixed, cut)
1,312
KG
actual
Retail
ZMW
95
3.59
HDX
2026-04-07
2024-12-15T00:00:00
Southern
Chikankanta
Naduba
9,906
-15.87
28.29
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
31.5
1.14
HDX
2026-04-07
2014-04-15T00:00:00
Central
Serenje
Serenje
520
-13.23
30.23
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.89
0.3
HDX
2026-04-07
2013-05-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
cereals and tubers
Cassava meal
217
KG
actual
Retail
ZMW
2.46
0.46
HDX
2026-04-07
2015-11-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
2.15
0.17
HDX
2026-04-07
2018-09-15T00:00:00
Central
Itezhi-tezhi
Itezhi Tezhi Modern Market
1,437
-15.74
26.03
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.72
0.26
HDX
2026-04-07
2024-11-15T00:00:00
Eastern
Mambwe
Mambwe Main
10,012
-13.29
32.09
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
10.83
0.39
HDX
2026-04-07
2025-01-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
pulses and nuts
Soy Chunks
1,298
90 G
actual
Retail
ZMW
10
0.36
HDX
2026-04-07
2018-04-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
31.25
3.27
HDX
2026-04-07
2025-03-15T00:00:00
Muchiga
Isoka
Isoka
372
-10.13
32.63
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
43
1.5
HDX
2026-04-07
2012-03-15T00:00:00
Lusaka
Luangwa
Luangwa Zaro Market
383
-15.62
30.41
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.11
0.21
HDX
2026-04-07
2015-08-15T00:00:00
Copperbelt
Luanshya
Luanshya
384
-13.13
28.4
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.66
0.34
HDX
2026-04-07
2017-02-15T00:00:00
Southern
Mazabuka
Mazabuka
390
-15.87
27.77
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.72
0.38
HDX
2026-04-07
2025-01-15T00:00:00
North-Western
Kabompo
Kabompo Musamba
1,438
-13.59
24.2
milk and dairy
Milk (fresh)
758
500 ML
actual
Retail
ZMW
16
0.57
HDX
2026-04-07
2021-02-15T00:00:00
Muchiga
Chinsali
Chinsali
1,434
-10.55
32.07
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
3
0.14
HDX
2026-04-07
2016-04-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
10
1.09
HDX
2026-04-07
2025-03-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
oil and fats
Oil (cooking, local)
1,270
2.5 L
actual
Retail
ZMW
163
5.68
HDX
2026-04-07
2024-08-15T00:00:00
Muchiga
Mafinga
Muyombe
10,009
-10.58
33.45
meat, fish and eggs
Fish (dry)
171
Bundle
actual
Retail
ZMW
140
5.33
HDX
2026-04-07
2021-02-15T00:00:00
North-Western
Chavuma
Chavuma Main
1,429
-13.08
22.69
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
21.6
1
HDX
2026-04-07
2024-08-15T00:00:00
Lusaka
Chilanga
Linda
9,909
-15.53
28.23
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
50
1.9
HDX
2026-04-07
2019-12-15T00:00:00
Luapula
Kawambwa
Kawambwa
380
-9.78
29.08
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
11.31
0.78
HDX
2026-04-07
2017-12-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.13
0.11
HDX
2026-04-07
2024-02-15T00:00:00
Lusaka
Chongwe
Chongwe Main Market
1,435
-15.33
28.67
vegetables and fruits
Rape leaves
1,230
KG
actual
Retail
ZMW
8
0.3
HDX
2026-04-07
2024-12-15T00:00:00
Southern
Monze
Chisekesi
10,025
-16.44
27.48
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
39.17
1.41
HDX
2026-04-07
2024-12-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
cereals and tubers
Maize (white)
67
Tin (20 L)
actual
Retail
ZMW
190
6.85
HDX
2026-04-07
2024-12-15T00:00:00
Southern
Mazabuka
Kabobola
10,021
-15.86
27.73
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
31.5
1.14
HDX
2026-04-07
2024-03-15T00:00:00
Copperbelt
Chililabombwe
Chililabombwe
1,432
-12.37
27.83
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
22
0.88
HDX
2026-04-07
2024-09-15T00:00:00
Southern
Mazabuka
Magoye
10,022
-15.97
27.6
meat, fish and eggs
Fish (dry)
171
Bundle
actual
Retail
ZMW
120
4.55
HDX
2026-04-07
2013-05-15T00:00:00
Central
Mkushi
Mkushi Itala
392
-13.61
29.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.78
0.33
HDX
2026-04-07
2025-05-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
50
1.87
HDX
2026-04-07
2025-01-15T00:00:00
Southern
Gwembe
Gwembe
1,436
-16.5
27.6
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
46
1.65
HDX
2026-04-07
2016-01-15T00:00:00
Muchiga
Chama
Chama Square
1,428
-11.22
33.16
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.7
0.33
HDX
2026-04-07
2014-01-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
12.04
2.21
HDX
2026-04-07
2024-06-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
19
0.73
HDX
2026-04-07
2016-11-15T00:00:00
Western
Senanga
Senanga Main Market
519
-16.1
23.3
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
3.33
0.34
HDX
2026-04-07
2011-03-15T00:00:00
Muchiga
Isoka
Isoka
372
-10.13
32.63
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.11
0.23
HDX
2026-04-07
2020-04-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
27.05
1.47
HDX
2026-04-07
2018-05-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
17.32
1.74
HDX
2026-04-07
2007-08-15T00:00:00
Muchiga
Mpika
Mpika
397
-11.84
31.45
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.56
0.14
HDX
2026-04-07
2016-12-15T00:00:00
Northern
Mbala
Mbala
391
-8.83
31.38
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
12.5
1.27
HDX
2026-04-07
2021-02-15T00:00:00
Western
Senanga
Senanga Main Market
519
-16.1
23.3
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
4.5
0.21
HDX
2026-04-07
2017-08-15T00:00:00
Northern
Kaputa
Kaputa
1,442
-8.47
29.67
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
5.26
0.59
HDX
2026-04-07
2024-11-15T00:00:00
Copperbelt
Lufwanyama
Lufwanyama
1,444
-12.86
27.62
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
42
1.53
HDX
2026-04-07
2014-07-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.97
0.48
HDX
2026-04-07
2022-02-15T00:00:00
Northern
Mporokoso
Mporokoso
1,450
-9.38
30.13
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
4
0.22
HDX
2026-04-07
2018-02-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
2.1
0.22
HDX
2026-04-07
2024-12-15T00:00:00
Eastern
Lundazi
Lundazi
385
-12.3
33.17
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
38.75
1.4
HDX
2026-04-07
2024-10-15T00:00:00
Eastern
Katete
Katete
394
-14.06
32.05
cereals and tubers
Maize (white)
67
Tin (20 L)
actual
Retail
ZMW
200
7.57
HDX
2026-04-07
2024-07-15T00:00:00
Northern
Kaputa
Kaputa
1,442
-8.47
29.67
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
16
0.62
HDX
2026-04-07
2024-11-15T00:00:00
Copperbelt
Kitwe
Chisokone
10,046
-12.82
28.21
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual
Retail
ZMW
340
12.38
HDX
2026-04-07
2024-08-15T00:00:00
Eastern
Chadiza
Nsadzu
9,900
-14.06
32.34
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
30.75
1.17
HDX
2026-04-07
2016-11-15T00:00:00
North-Western
Kabompo
Kabompo Musamba
1,438
-13.59
24.2
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
4.8
0.49
HDX
2026-04-07
2024-10-15T00:00:00
Southern
Livingstone
Ngwenya
9,970
-17.83
25.88
oil and fats
Oil (cooking, local)
1,270
750 ML
actual
Retail
ZMW
41.67
1.58
HDX
2026-04-07
2004-08-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.56
0.12
HDX
2026-04-07
2024-06-15T00:00:00
Eastern
Lundazi
Chanyalubwe
9,987
-12.43
32.91
cereals and tubers
Maize meal (white, roller)
264
25 KG
aggregate
Retail
ZMW
315
12.09
HDX
2026-04-07
2017-05-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
3.05
0.33
HDX
2026-04-07
2014-06-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
15.31
2.46
HDX
2026-04-07
2025-01-15T00:00:00
Southern
Chikankanta
Chikankata Mission
9,907
-16.23
28.14
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
35
1.25
HDX
2026-04-07
2024-08-15T00:00:00
Eastern
Vubwi
Mbozi
9,966
-14.03
32.83
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
36
1.37
HDX
2026-04-07
2021-07-15T00:00:00
Southern
Gwembe
Gwembe
1,436
-16.5
27.6
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2
0.088
HDX
2026-04-07
2016-07-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
17.44
1.74
HDX
2026-04-07
2020-07-15T00:00:00
Northern
Mbala
Mbala
391
-8.83
31.38
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
15.62
0.86
HDX
2026-04-07
2014-01-15T00:00:00
Northern
Mpulungu
Mpulungu
1,451
-8.77
31.13
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.6
0.48
HDX
2026-04-07
2025-04-15T00:00:00
Western
Shangombo
Shang'ombo
1,459
-16.32
22.1
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
45
1.59
HDX
2026-04-07
2018-05-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
non-food
Fuel (petrol-gasoline)
285
L
actual
Retail
ZMW
13.74
1.38
HDX
2026-04-07
2015-10-15T00:00:00
Eastern
Vubwi
Chadiza
393
-13.95
32.85
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
16
1.37
HDX
2026-04-07
2021-06-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
21.25
0.94
HDX
2026-04-07
2024-10-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
79
2.99
HDX
2026-04-07
2024-06-15T00:00:00
Eastern
Chadiza
Nsadzu
9,900
-14.06
32.34
meat, fish and eggs
Eggs
92
30 pcs
aggregate
Retail
ZMW
109.17
4.19
HDX
2026-04-07
2016-08-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.56
0.35
HDX
2026-04-07
2024-07-15T00:00:00
Lusaka
Shibuyunji
Shibuyunji
1,842
-15.45
27.83
meat, fish and eggs
Fish (dry)
171
Bundle
aggregate
Retail
ZMW
50
1.95
HDX
2026-04-07
2016-08-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
25.32
2.46
HDX
2026-04-07
2012-08-15T00:00:00
Muchiga
Chinsali
Chinsali
1,434
-10.55
32.07
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.89
0.18
HDX
2026-04-07
2014-08-15T00:00:00
Western
Mongu
Mongu
395
-15.27
23.13
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2
0.33
HDX
2026-04-07
2025-06-15T00:00:00
Copperbelt
Masaiti
Masaiti
1,448
-13.27
28.42
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
97
3.97
HDX
2026-04-07
2015-12-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
16.67
1.53
HDX
2026-04-07
2016-05-15T00:00:00
Southern
Monze
Monze
396
-16.28
27.48
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
14.49
1.44
HDX
2026-04-07
2014-03-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
8.62
1.42
HDX
2026-04-07
2014-07-15T00:00:00
North-Western
Mwinilunga
Mwinilunga
401
-11.85
24.37
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
16
2.61
HDX
2026-04-07
2012-07-15T00:00:00
Copperbelt
Chililabombwe
Chililabombwe
1,432
-12.37
27.83
cereals and tubers
Sweet potatoes
87
KG
actual
Retail
ZMW
2.5
0.52
HDX
2026-04-07
2014-05-15T00:00:00
Northern
Kaputa
Kaputa
1,442
-8.47
29.67
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.56
0.23
HDX
2026-04-07
2025-05-15T00:00:00
Eastern
Katete
Katete
394
-14.06
32.05
meat, fish and eggs
Fish (dry, bream)
1,313
KG
actual
Retail
ZMW
500
18.74
HDX
2026-04-07
2020-05-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
16.43
0.89
HDX
2026-04-07
2024-06-15T00:00:00
Eastern
Chipata
Chipata
370
-13.63
32.65
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
17
0.65
HDX
2026-04-07
2020-09-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
22.11
1.11
HDX
2026-04-07
2014-10-15T00:00:00
Eastern
Nyimba
Nyimba
1,457
-14.56
30.82
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3
0.47
HDX
2026-04-07
2024-02-15T00:00:00
Eastern
Chipata
Chipata
370
-13.63
32.65
meat, fish and eggs
Fish (dry, bream)
1,313
KG
actual
Retail
ZMW
293
11.15
HDX
2026-04-07
2024-04-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
75
2.99
HDX
2026-04-07
2024-10-15T00:00:00
Southern
Monze
Chisekesi
10,025
-16.44
27.48
pulses and nuts
Soy Chunks
1,298
90 G
actual
Retail
ZMW
7.33
0.28
HDX
2026-04-07
2017-05-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
13.55
1.47
HDX
2026-04-07
2017-08-15T00:00:00
Muchiga
Chama
Chama Square
1,428
-11.22
33.16
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
16
1.79
HDX
2026-04-07
2003-08-15T00:00:00
Copperbelt
Luanshya
Luanshya
384
-13.13
28.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.65
0.14
HDX
2026-04-07
2014-06-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
cereals and tubers
Sorghum
65
KG
actual
Retail
ZMW
3.65
0.59
HDX
2026-04-07
2023-12-15T00:00:00
Western
Kaoma
Kaoma
377
-14.8
24.79
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
11
0.44
HDX
2026-04-07
2018-05-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
15
1.51
HDX
2026-04-07
2020-02-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
6.69
0.46
HDX
2026-04-07
2016-07-15T00:00:00
Northern
Mpulungu
Mpulungu
1,451
-8.77
31.13
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3
0.3
HDX
2026-04-07