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
2024-11-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
30
1.09
HDX
2026-04-07
2024-07-15T00:00:00
Lusaka
Lusaka
Lilanda
10,047
-15.38
28.24
oil and fats
Oil (cooking, local)
1,270
750 ML
aggregate
Retail
ZMW
39
1.52
HDX
2026-04-07
2016-02-15T00:00:00
Western
Sesheke
Sesheke
1,458
-17.48
24.29
cereals and tubers
Cassava meal
217
KG
actual
Retail
ZMW
11.28
0.99
HDX
2026-04-07
2017-10-15T00:00:00
North-Western
Zambezi
Zambezi
1,461
-13.54
23.11
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2
0.21
HDX
2026-04-07
2023-11-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
65
2.83
HDX
2026-04-07
2013-02-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
cereals and tubers
Sorghum
65
KG
actual
Retail
ZMW
5
0.94
HDX
2026-04-07
2024-08-15T00:00:00
Western
Kalabo
Kalabo
1,462
-15
22.67
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
12
0.46
HDX
2026-04-07
2016-04-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
12.5
1.36
HDX
2026-04-07
2013-11-15T00:00:00
Southern
Monze
Monze
396
-16.28
27.48
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.67
0.3
HDX
2026-04-07
2025-05-15T00:00:00
Western
Kalabo
Kalabo
1,462
-15
22.67
cereals and tubers
Maize (white)
67
Tin (20 L)
actual
Retail
ZMW
180
6.75
HDX
2026-04-07
2015-09-15T00:00:00
Central
Kabwe
Kabwe
1,439
-14.44
28.44
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
1.94
0.19
HDX
2026-04-07
2025-03-15T00:00:00
Muchiga
Shiwamg'andu
Chafilwa
9,998
-11.22
31.83
cereals and tubers
Maize (white)
67
Tin (20 L)
actual
Retail
ZMW
170
5.93
HDX
2026-04-07
2025-06-15T00:00:00
Copperbelt
Mufulira
Mufulira
398
-12.55
28.23
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
36
1.47
HDX
2026-04-07
2024-09-15T00:00:00
Southern
Mazabuka
Kaleya Station
10,020
-15.89
27.68
oil and fats
Oil (cooking, local)
1,270
750 ML
actual
Retail
ZMW
38.75
1.47
HDX
2026-04-07
2025-03-15T00:00:00
Copperbelt
Masaiti
Masangano
10,016
-13.25
28.68
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
85.5
2.98
HDX
2026-04-07
2013-07-15T00:00:00
Western
Kaoma
Kaoma
377
-14.8
24.79
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
7
1.28
HDX
2026-04-07
2019-01-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
16.96
1.43
HDX
2026-04-07
2020-01-15T00:00:00
Copperbelt
Mufulira
Mufulira
398
-12.55
28.23
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
14.29
0.99
HDX
2026-04-07
2019-11-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
5.4
0.39
HDX
2026-04-07
2023-11-15T00:00:00
Muchiga
Chinsali
Chinsali
1,434
-10.55
32.07
oil and fats
Oil (cooking, local)
1,270
2.5 L
actual
Retail
ZMW
100
4.35
HDX
2026-04-07
2024-12-15T00:00:00
Eastern
Chipata
Early Early
10,001
-13.53
32.55
meat, fish and eggs
Fish (kapenta)
887
90 G
actual
Retail
ZMW
30
1.08
HDX
2026-04-07
2024-08-15T00:00:00
Eastern
Chipata
Chipata
370
-13.63
32.65
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
82
3.12
HDX
2026-04-07
2012-12-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
cereals and tubers
Sorghum
65
KG
actual
Retail
ZMW
4
0.76
HDX
2026-04-07
2024-10-15T00:00:00
Lusaka
Chilanga
Linda
9,909
-15.53
28.23
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual
Retail
ZMW
335
12.67
HDX
2026-04-07
2024-11-15T00:00:00
Copperbelt
Luanshya
Mpatamato
9,982
-13.1
28.33
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
39.25
1.43
HDX
2026-04-07
2024-12-15T00:00:00
Southern
Kazungula
Mambova
9,953
-17.73
25.19
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
13
0.47
HDX
2026-04-07
2016-12-15T00:00:00
Western
Senanga
Senanga Main Market
519
-16.1
23.3
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.76
0.38
HDX
2026-04-07
2013-04-15T00:00:00
Western
Senanga
Senanga Main Market
519
-16.1
23.3
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
10
1.88
HDX
2026-04-07
2024-12-15T00:00:00
Eastern
Vubwi
Vubwi
9,968
-14.04
32.87
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
88.75
3.2
HDX
2026-04-07
2017-11-15T00:00:00
Western
Kalabo
Kalabo
1,462
-15
22.67
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
8.77
0.88
HDX
2026-04-07
2018-04-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
20.2
2.12
HDX
2026-04-07
2013-06-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.61
0.3
HDX
2026-04-07
2013-09-15T00:00:00
North-Western
Kabompo
Kabompo Musamba
1,438
-13.59
24.2
cereals and tubers
Cassava meal
217
KG
actual
Retail
ZMW
2.22
0.42
HDX
2026-04-07
2024-10-15T00:00:00
Copperbelt
Chingola
Kabuta Kapisha
9,914
-12.52
27.9
oil and fats
Oil (cooking, local)
1,270
750 ML
actual
Retail
ZMW
40
1.51
HDX
2026-04-07
2019-05-15T00:00:00
Muchiga
Chama
Chama Square
1,428
-11.22
33.16
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
12
0.9
HDX
2026-04-07
2023-11-15T00:00:00
Muchiga
Mpika
Mpika
397
-11.84
31.45
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
33
1.44
HDX
2026-04-07
2019-01-15T00:00:00
Central
Chitambo
Mambwe
1,447
-13.02
30.58
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
15
1.27
HDX
2026-04-07
2014-12-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3
0.47
HDX
2026-04-07
2023-11-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
6
0.26
HDX
2026-04-07
2013-11-15T00:00:00
Luapula
Kawambwa
Kawambwa
380
-9.78
29.08
cereals and tubers
Cassava meal
217
KG
actual
Retail
ZMW
1.74
0.31
HDX
2026-04-07
2017-06-15T00:00:00
Central
Serenje
Serenje
520
-13.23
30.23
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2.22
0.24
HDX
2026-04-07
2007-10-15T00:00:00
Southern
Mazabuka
Mazabuka
390
-15.87
27.77
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.67
0.18
HDX
2026-04-07
2013-02-15T00:00:00
Northern
Luwingu
Luwingu
388
-10.27
29.9
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.6
0.49
HDX
2026-04-07
2022-02-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
4.47
0.25
HDX
2026-04-07
2020-09-15T00:00:00
Copperbelt
Kitwe
Kitwe
381
-12.82
28.2
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
13.17
0.66
HDX
2026-04-07
2021-07-15T00:00:00
Central
Kabwe
Kabwe
1,439
-14.44
28.44
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
31.01
1.37
HDX
2026-04-07
2020-02-15T00:00:00
Lusaka
Luangwa
Luangwa Zaro Market
383
-15.62
30.41
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
5.56
0.38
HDX
2026-04-07
2024-02-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
75
2.85
HDX
2026-04-07
2021-07-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
4.16
0.18
HDX
2026-04-07
2008-12-15T00:00:00
North-Western
Kasempa
Kasempa Main
379
-13.45
25.83
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.4
0.27
HDX
2026-04-07
2021-03-15T00:00:00
Northern
Chilubi
Chilubi
1,433
-11.15
29.9
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
29.41
1.34
HDX
2026-04-07
2024-09-15T00:00:00
North-Western
Chavuma
Chavuma Main
1,429
-13.08
22.69
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
34.33
1.3
HDX
2026-04-07
2012-05-15T00:00:00
Northern
Luwingu
Luwingu
388
-10.27
29.9
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
1.8
0.35
HDX
2026-04-07
2024-12-15T00:00:00
Southern
Livingstone
Dambwa Central
9,973
-17.86
25.84
cereals and tubers
Maize meal (white, roller)
264
25 KG
actual
Retail
ZMW
295
10.63
HDX
2026-04-07
2015-04-15T00:00:00
Central
Mumbwa
Mumbwa
399
-14.98
27.07
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.83
0.38
HDX
2026-04-07
2017-01-15T00:00:00
Southern
Choma
Choma
371
-16.82
26.98
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
17.24
1.74
HDX
2026-04-07
2018-01-15T00:00:00
North-Western
Mufumbwe
Mufumbwe
1,452
-13.14
25
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.2
0.33
HDX
2026-04-07
2025-01-15T00:00:00
Lusaka
Luangwa
Luangwa Zaro Market
383
-15.62
30.41
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
46
1.65
HDX
2026-04-07
2020-11-15T00:00:00
Northern
Kasama
Kasama
378
-10.2
31.2
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
16.58
0.79
HDX
2026-04-07
2016-10-15T00:00:00
Southern
Choma
Choma
371
-16.82
26.98
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
14.41
1.46
HDX
2026-04-07
2015-06-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
9.85
1.33
HDX
2026-04-07
2013-08-15T00:00:00
Northern
Mpulungu
Mpulungu
1,451
-8.77
31.13
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
10
1.85
HDX
2026-04-07
2020-01-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
15
1.04
HDX
2026-04-07
2025-02-15T00:00:00
Southern
Monze
Monze
396
-16.28
27.48
oil and fats
Oil (cooking, local)
1,270
2.5 L
actual
Retail
ZMW
146
5.19
HDX
2026-04-07
2019-07-15T00:00:00
Lusaka
Chongwe
Chongwe Main Market
1,435
-15.33
28.67
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
3.33
0.27
HDX
2026-04-07
2012-03-15T00:00:00
North-Western
Mwinilunga
Mwinilunga
401
-11.85
24.37
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
6.21
1.18
HDX
2026-04-07
2018-12-15T00:00:00
Lusaka
Kafue
Matanda Kafue
1,440
-15.77
28.18
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
13.42
1.12
HDX
2026-04-07
2024-07-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual,aggregate
Retail
ZMW
351.5
13.72
HDX
2026-04-07
2003-08-15T00:00:00
Luapula
Kawambwa
Kawambwa
380
-9.78
29.08
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.56
0.12
HDX
2026-04-07
2015-11-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.91
0.23
HDX
2026-04-07
2014-02-15T00:00:00
Eastern
Vubwi
Chadiza
393
-13.95
32.85
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
11.32
1.98
HDX
2026-04-07
2010-05-15T00:00:00
Central
Serenje
Serenje
520
-13.23
30.23
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.78
0.16
HDX
2026-04-07
2013-07-15T00:00:00
Copperbelt
Chililabombwe
Chililabombwe
1,432
-12.37
27.83
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
7
1.28
HDX
2026-04-07
2025-03-15T00:00:00
Copperbelt
Kalulushi
Chibuluma
10,018
-12.82
28.07
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
11.6
0.4
HDX
2026-04-07
2018-08-15T00:00:00
Eastern
Nyimba
Nyimba
1,457
-14.56
30.82
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.08
0.3
HDX
2026-04-07
2015-09-15T00:00:00
Central
Kabwe
Kabwe
1,439
-14.44
28.44
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
11.79
1.18
HDX
2026-04-07
2024-07-15T00:00:00
Copperbelt
Mpongwe
Kanyenda
10,028
-13.44
28.24
cereals and tubers
Maize meal (white, roller)
264
25 KG
aggregate
Retail
ZMW
300
11.71
HDX
2026-04-07
2025-02-15T00:00:00
Eastern
Lundazi
Mphamba
10,002
-12.3
33.16
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
48.33
1.72
HDX
2026-04-07
2016-03-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
3.2
0.28
HDX
2026-04-07
2025-03-15T00:00:00
Eastern
Chipata
Mutenguleni
9,945
-13.75
32.46
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
96
3.35
HDX
2026-04-07
2024-03-15T00:00:00
Luapula
Chiengi
Chiengi
1,431
-8.52
29
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
6
0.24
HDX
2026-04-07
2024-07-15T00:00:00
Muchiga
Chama
Chama Square
1,428
-11.22
33.16
pulses and nuts
Beans
50
KG
actual,aggregate
Retail
ZMW
45.25
1.77
HDX
2026-04-07
2013-01-15T00:00:00
North-Western
Kabompo
Kabompo Musamba
1,438
-13.59
24.2
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
20.23
3.84
HDX
2026-04-07
2003-12-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.84
0.19
HDX
2026-04-07
2024-11-15T00:00:00
Lusaka
Rufunsa
Luangwa Bridge Market
9,995
-14.99
30.2
meat, fish and eggs
Fish (kapenta)
887
90 G
actual
Retail
ZMW
32.5
1.18
HDX
2026-04-07
2018-05-15T00:00:00
Luapula
Chiengi
Chiengi
1,431
-8.52
29
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
3.2
0.32
HDX
2026-04-07
2014-10-15T00:00:00
Copperbelt
Mufulira
Mufulira
398
-12.55
28.23
cereals and tubers
Millet
73
KG
actual
Retail
ZMW
4
0.63
HDX
2026-04-07
2024-11-15T00:00:00
Eastern
Lundazi
Egichickeni
9,903
-11.96
33.17
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
31.2
1.14
HDX
2026-04-07
2025-01-15T00:00:00
North-Western
Solwezi
Kalumbila
10,481
-12.13
25.48
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
51
1.83
HDX
2026-04-07
2014-10-15T00:00:00
Eastern
Katete
Katete
394
-14.06
32.05
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
11.36
1.79
HDX
2026-04-07
2025-02-15T00:00:00
Southern
Choma
Choma
371
-16.82
26.98
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
21
0.75
HDX
2026-04-07
2020-06-15T00:00:00
North-Western
Mwinilunga
Mwinilunga
401
-11.85
24.37
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
10
0.56
HDX
2026-04-07
2012-08-15T00:00:00
Southern
Gwembe
Gwembe
1,436
-16.5
27.6
cereals and tubers
Sweet potatoes
87
KG
actual
Retail
ZMW
1.49
0.3
HDX
2026-04-07
2018-12-15T00:00:00
Muchiga
Isoka
Isoka
372
-10.13
32.63
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2
0.17
HDX
2026-04-07
2017-09-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.86
0.3
HDX
2026-04-07
2023-11-15T00:00:00
North-Western
Zambezi
Zambezi
1,461
-13.54
23.11
meat, fish and eggs
Meat (mixed, cut)
1,312
KG
actual
Retail
ZMW
77
3.35
HDX
2026-04-07
2012-07-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
cereals and tubers
Millet
73
KG
actual
Retail
ZMW
2.4
0.5
HDX
2026-04-07
2025-03-15T00:00:00
Eastern
Petauke
Mawanda
10,006
-14.02
31.47
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
99.17
3.46
HDX
2026-04-07
2020-01-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
13.83
0.96
HDX
2026-04-07
2015-07-15T00:00:00
Luapula
Milengi
Milenge
1,449
-11.96
29.49
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
10
1.27
HDX
2026-04-07