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
2006-11-15T00:00:00
North-Western
Solwezi
Solwezi
521
-12.18
26.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.8
0.21
HDX
2026-04-07
2024-12-15T00:00:00
Copperbelt
Luanshya
Mikomfwa
9,984
-13.15
28.43
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
38.67
1.39
HDX
2026-04-07
2018-02-15T00:00:00
North-Western
Solwezi
Solwezi
521
-12.18
26.4
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.89
0.3
HDX
2026-04-07
2021-05-15T00:00:00
Southern
Gwembe
Gwembe
1,436
-16.5
27.6
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
5.6
0.25
HDX
2026-04-07
2025-05-15T00:00:00
North-Western
Zambezi
Zambezi
1,461
-13.54
23.11
meat, fish and eggs
Fish (dry, bream)
1,313
KG
actual
Retail
ZMW
632
23.69
HDX
2026-04-07
2016-02-15T00:00:00
North-Western
Solwezi
Solwezi
521
-12.18
26.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2
0.18
HDX
2026-04-07
2024-10-15T00:00:00
Eastern
Petauke
Mawanda
10,006
-14.02
31.47
cereals and tubers
Maize meal (white, roller)
264
25 KG
actual
Retail
ZMW
310
11.73
HDX
2026-04-07
2024-03-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
meat, fish and eggs
Meat (mixed, cut)
1,312
KG
actual
Retail
ZMW
65
2.59
HDX
2026-04-07
2024-10-15T00:00:00
Western
Sioma
Sioma
1,847
-16.6
23.51
oil and fats
Oil (cooking, local)
1,270
750 ML
actual
Retail
ZMW
46.67
1.77
HDX
2026-04-07
2015-04-15T00:00:00
Luapula
Nchelenge
Nchelenge
402
-9.35
28.73
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.78
0.24
HDX
2026-04-07
2015-09-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
2.06
0.21
HDX
2026-04-07
2018-04-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
14.11
1.48
HDX
2026-04-07
2022-07-15T00:00:00
North-Western
Solwezi
Solwezi
521
-12.18
26.4
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
30.27
1.85
HDX
2026-04-07
2006-06-15T00:00:00
Copperbelt
Luanshya
Luanshya
384
-13.13
28.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.56
0.16
HDX
2026-04-07
2024-04-15T00:00:00
Western
Sesheke
Sesheke
1,458
-17.48
24.29
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
82
3.27
HDX
2026-04-07
2024-09-15T00:00:00
North-Western
Solwezi
Manyama Main
9,917
-12.31
25.85
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual
Retail
ZMW
320
12.13
HDX
2026-04-07
2016-08-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
14.23
1.38
HDX
2026-04-07
2024-08-15T00:00:00
Central
Serenje
Serenje
520
-13.23
30.23
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
39.33
1.5
HDX
2026-04-07
2014-02-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
14.64
2.56
HDX
2026-04-07
2024-09-15T00:00:00
Muchiga
Mpika
Chilonga
10,026
-12.03
31.34
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
35
1.33
HDX
2026-04-07
2017-11-15T00:00:00
Southern
Gwembe
Gwembe
1,436
-16.5
27.6
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
15
1.5
HDX
2026-04-07
2024-05-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
40
1.56
HDX
2026-04-07
2020-02-15T00:00:00
Central
Kapiri Mposhi
Kapiri-Mposhi
1,441
-13.97
28.68
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
5.78
0.39
HDX
2026-04-07
2014-11-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
cereals and tubers
Cassava meal
217
KG
actual
Retail
ZMW
6
0.94
HDX
2026-04-07
2020-12-15T00:00:00
Muchiga
Chinsali
Chinsali
1,434
-10.55
32.07
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
6.4
0.3
HDX
2026-04-07
2015-05-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.79
0.39
HDX
2026-04-07
2018-07-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
15.81
1.59
HDX
2026-04-07
2025-01-15T00:00:00
Eastern
Lundazi
Lundazi
385
-12.3
33.17
meat, fish and eggs
Fish (dry)
171
Bundle
actual
Retail
ZMW
92.5
3.31
HDX
2026-04-07
2024-01-15T00:00:00
Lusaka
Kafue
Matanda Kafue
1,440
-15.77
28.18
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
45
1.72
HDX
2026-04-07
2024-12-15T00:00:00
Muchiga
Mpika
Mununga Quarry
9,965
-12.67
31.01
cereals and tubers
Rice
52
KG
actual
Retail
ZMW
31.25
1.13
HDX
2026-04-07
2024-06-15T00:00:00
Copperbelt
Mufulira
Mufulira
398
-12.55
28.23
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
67
2.57
HDX
2026-04-07
2024-10-15T00:00:00
Eastern
Lundazi
Chanyalubwe
9,987
-12.43
32.91
cereals and tubers
Maize (white)
67
Tin (20 L)
actual
Retail
ZMW
135
5.11
HDX
2026-04-07
2024-11-15T00:00:00
Southern
Mazabuka
Magoye
10,022
-15.97
27.6
pulses and nuts
Soy Chunks
1,298
90 G
actual
Retail
ZMW
6
0.22
HDX
2026-04-07
2020-09-15T00:00:00
North-Western
Solwezi
Solwezi
521
-12.18
26.4
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
25
1.26
HDX
2026-04-07
2019-04-15T00:00:00
Northern
Kaputa
Kaputa
1,442
-8.47
29.67
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
3.85
0.31
HDX
2026-04-07
2025-03-15T00:00:00
Copperbelt
Masaiti
Nyenyezi
10,019
-13.5
28.66
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual
Retail
ZMW
340
11.85
HDX
2026-04-07
2021-04-15T00:00:00
Western
Mongu
Mongu
395
-15.27
23.13
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
5.42
0.24
HDX
2026-04-07
2012-11-15T00:00:00
Central
Kapiri Mposhi
Kapiri-Mposhi
1,441
-13.97
28.68
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.11
0.21
HDX
2026-04-07
2021-09-15T00:00:00
Central
Kabwe
Kabwe
1,439
-14.44
28.44
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
45.83
2.81
HDX
2026-04-07
2025-06-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
vegetables and fruits
Rape leaves
1,230
KG
actual
Retail
ZMW
15
0.61
HDX
2026-04-07
2024-09-15T00:00:00
Southern
Siavonga
Siavonga
1,460
-16.53
28.72
meat, fish and eggs
Meat (mixed, cut)
1,312
KG
actual
Retail
ZMW
95
3.6
HDX
2026-04-07
2024-12-15T00:00:00
Eastern
Lundazi
Egichickeni
9,903
-11.96
33.17
pulses and nuts
Soy Chunks
1,298
90 G
actual
Retail
ZMW
5.8
0.21
HDX
2026-04-07
2008-05-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.89
0.26
HDX
2026-04-07
2024-08-15T00:00:00
Eastern
Lundazi
Emmusa Town
9,904
-11.99
33.11
oil and fats
Oil (cooking, local)
1,270
750 ML
actual
Retail
ZMW
40
1.52
HDX
2026-04-07
2025-01-15T00:00:00
Western
Mulobezi
Sichili
10,031
-16.71
24.96
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
11.33
0.41
HDX
2026-04-07
2014-02-15T00:00:00
Luapula
Samfya
Samfya
518
-11.35
29.55
pulses and nuts
Groundnuts (shelled)
119
KG
actual
Retail
ZMW
6.52
1.14
HDX
2026-04-07
2021-10-15T00:00:00
Copperbelt
Ndola
Ndola
1,456
-12.97
28.63
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
24.66
1.46
HDX
2026-04-07
2014-09-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
11.95
1.93
HDX
2026-04-07
2017-04-15T00:00:00
Southern
Siavonga
Siavonga
1,460
-16.53
28.72
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
15.96
1.69
HDX
2026-04-07
2013-12-15T00:00:00
Luapula
Kawambwa
Kawambwa
380
-9.78
29.08
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.56
0.28
HDX
2026-04-07
2015-02-15T00:00:00
Muchiga
Mpika
Mpika
397
-11.84
31.45
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1.21
0.18
HDX
2026-04-07
2023-12-15T00:00:00
Northern
Mbala
Mbala
391
-8.83
31.38
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
35
1.41
HDX
2026-04-07
2026-01-15T00:00:00
Muchiga
Nakonde
Nakonde
1,454
-9.33
32.77
miscellaneous food
Salt
185
KG
actual
Retail
ZMW
15
0.75
HDX
2026-04-07
2020-08-15T00:00:00
Eastern
Vubwi
Chadiza
393
-13.95
32.85
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
19.9
1.07
HDX
2026-04-07
2020-02-15T00:00:00
Northern
Kasama
Kasama
378
-10.2
31.2
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
11.73
0.8
HDX
2026-04-07
2012-04-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
cereals and tubers
Sweet potatoes
87
KG
actual
Retail
ZMW
2.23
0.43
HDX
2026-04-07
2024-01-15T00:00:00
Western
Sesheke
Sesheke
1,458
-17.48
24.29
meat, fish and eggs
Meat (mixed, cut)
1,312
KG
actual
Retail
ZMW
60
2.29
HDX
2026-04-07
2024-10-15T00:00:00
Western
Kaoma
Kaoma
377
-14.8
24.79
miscellaneous food
Sugar
97
KG
actual
Retail
ZMW
35
1.32
HDX
2026-04-07
2025-02-15T00:00:00
Eastern
Chipata
Early Early
10,001
-13.53
32.55
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
40
1.42
HDX
2026-04-07
2024-11-15T00:00:00
North-Western
Zambezi
Zambezi
1,461
-13.54
23.11
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
45
1.64
HDX
2026-04-07
2015-03-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
17.5
2.37
HDX
2026-04-07
2013-06-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
9.94
1.83
HDX
2026-04-07
2015-12-15T00:00:00
Luapula
Mwense
Mwense
400
-10.38
28.68
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
21.43
1.96
HDX
2026-04-07
2013-01-15T00:00:00
Muchiga
Mpika
Mpika
397
-11.84
31.45
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
2.4
0.46
HDX
2026-04-07
2015-12-15T00:00:00
Muchiga
Chama
Chama Square
1,428
-11.22
33.16
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
10.54
0.97
HDX
2026-04-07
2018-07-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
15.63
1.57
HDX
2026-04-07
2016-09-15T00:00:00
Eastern
Chipata
Chipata
370
-13.63
32.65
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
2.4
0.24
HDX
2026-04-07
2015-02-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
1.63
0.24
HDX
2026-04-07
2024-07-15T00:00:00
Copperbelt
Mpongwe
Kanyenda
10,028
-13.44
28.24
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
aggregate
Retail
ZMW
340
13.27
HDX
2026-04-07
2014-10-15T00:00:00
Northern
Luwingu
Luwingu
388
-10.27
29.9
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
8
1.26
HDX
2026-04-07
2024-03-15T00:00:00
Copperbelt
Masaiti
Masaiti
1,448
-13.27
28.42
cereals and tubers
Maize meal (white, breakfast)
265
25 KG
actual
Retail
ZMW
320
12.75
HDX
2026-04-07
2021-03-15T00:00:00
Lusaka
Kafue
Matanda Kafue
1,440
-15.77
28.18
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
5.31
0.24
HDX
2026-04-07
2012-08-15T00:00:00
Northern
Mbala
Mbala
391
-8.83
31.38
cereals and tubers
Maize meal (white, breakfast)
265
KG
actual
Retail
ZMW
1.6
0.33
HDX
2026-04-07
2020-09-15T00:00:00
Copperbelt
Kitwe
Kitwe
381
-12.82
28.2
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
15.59
0.79
HDX
2026-04-07
2019-05-15T00:00:00
Western
Mongu
Mongu
395
-15.27
23.13
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
19.45
1.45
HDX
2026-04-07
2016-12-15T00:00:00
Central
Mkushi
Mkushi Itala
392
-13.61
29.4
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
3.6
0.36
HDX
2026-04-07
2014-12-15T00:00:00
Central
Chitambo
Mambwe
1,447
-13.02
30.58
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
14.55
2.3
HDX
2026-04-07
2022-01-15T00:00:00
Eastern
Petauke
Petauke Main Market
404
-14.26
31.33
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
40
2.33
HDX
2026-04-07
2023-12-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
35
1.41
HDX
2026-04-07
2024-07-15T00:00:00
Southern
Kalomo
Kalomo
375
-17.05
26.5
milk and dairy
Milk (fresh)
758
500 ML
actual
Retail
ZMW
15
0.59
HDX
2026-04-07
2024-04-15T00:00:00
Copperbelt
Chingola
Chingola
369
-12.53
27.85
pulses and nuts
Beans
50
KG
actual
Retail
ZMW
26
1.04
HDX
2026-04-07
2010-08-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
1
0.2
HDX
2026-04-07
2007-06-15T00:00:00
Luapula
Mansa
Mansa
389
-11.2
28.88
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.67
0.17
HDX
2026-04-07
2025-01-15T00:00:00
Southern
Kazungula
Kazungula
1,443
-17.8
25.27
vegetables and fruits
Rape leaves
1,230
KG
actual
Retail
ZMW
7
0.25
HDX
2026-04-07
2015-07-15T00:00:00
Muchiga
Mpika
Mpika
397
-11.84
31.45
cereals and tubers
Rice (local)
71
KG
actual
Retail
ZMW
9.5
1.21
HDX
2026-04-07
2014-06-15T00:00:00
Western
Lukulu
Lukulu
1,445
-14.38
23.25
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
8.06
1.29
HDX
2026-04-07
2025-04-15T00:00:00
Copperbelt
Mufulira
Mufulira
398
-12.55
28.23
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
90
3.17
HDX
2026-04-07
2025-01-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
vegetables and fruits
Bananas
254
KG
actual
Retail
ZMW
31
1.11
HDX
2026-04-07
2024-09-15T00:00:00
Eastern
Katete
Katete
394
-14.06
32.05
milk and dairy
Milk (fresh)
758
500 ML
actual
Retail
ZMW
15
0.57
HDX
2026-04-07
2016-12-15T00:00:00
Southern
Livingstone
Livingstone
382
-17.85
25.87
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
2.87
0.29
HDX
2026-04-07
2011-08-15T00:00:00
Central
Mkushi
Mkushi Itala
392
-13.61
29.4
cereals and tubers
Maize (white)
67
KG
actual
Retail
ZMW
0.89
0.18
HDX
2026-04-07
2019-10-15T00:00:00
Central
Chibombo
Chibombo
1,430
-14.65
28.07
pulses and nuts
Beans (dry)
262
KG
actual
Retail
ZMW
17.5
1.33
HDX
2026-04-07
2024-05-15T00:00:00
Northern
Kasama
Kasama
378
-10.2
31.2
oil and fats
Oil (cooking, local)
1,270
2.5 L
actual
Retail
ZMW
133
5.19
HDX
2026-04-07
2025-01-15T00:00:00
Copperbelt
Kalulushi
Kalulushi Main
376
-12.85
28.06
meat, fish and eggs
Eggs
92
30 pcs
actual
Retail
ZMW
83
2.97
HDX
2026-04-07
2024-06-15T00:00:00
Copperbelt
Luanshya
Luanshya
384
-13.13
28.4
milk and dairy
Milk (fresh)
758
500 ML
actual
Retail
ZMW
13
0.5
HDX
2026-04-07
2024-12-15T00:00:00
North-Western
Solwezi
Kasapa
10,034
-12.33
27.06
meat, fish and eggs
Fish (fresh)
401
KG
actual
Retail
ZMW
100
3.6
HDX
2026-04-07
2024-09-15T00:00:00
North-Western
Kasempa
Kasempa Main
379
-13.45
25.83
meat, fish and eggs
Fish (dry, bream)
1,313
KG
actual
Retail
ZMW
444
16.83
HDX
2026-04-07
2017-09-15T00:00:00
Northern
Kasama
Kasama
378
-10.2
31.2
cereals and tubers
Maize meal (white, roller)
264
KG
actual
Retail
ZMW
2.04
0.21
HDX
2026-04-07
2025-06-15T00:00:00
Western
Shangombo
Shang'ombo
1,459
-16.32
22.1
oil and fats
Oil (cooking, imported)
821
750 ML
actual
Retail
ZMW
47
1.92
HDX
2026-04-07
2015-09-15T00:00:00
Lusaka
Lusaka
Lusaka
1,446
-15.42
28.28
non-food
Fuel (petrol-gasoline)
285
L
actual
Retail
ZMW
9.88
0.99
HDX
2026-04-07