TZA_2014_FDSH_v01_M
--
DDI_TZA_2014_FDSH_v01_M_WB
Development Data Group
2016-02-23
Nesstar Publisher
Version 01 (February 2016)
TZA_2014_FDSH_v01_M
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--
CGAP Financial Diaries with Smallholder Households 2014-2015
FDSH 2014-15
TZA_2014_FDSH_v01_M
Jamie Anderson
Wajiha Ahmed
Daryl Collins
Digital Divide Data
CGAP 2016
Nesstar Publisher
Anna Nunan
Jamie Barbara Anderson
Other Household Survey
The study was conducted in 3 countries: Mozambique, Tanzania, and Pakistan.
Version 2.1: Edited, anonymized dataset for public distribution
In order to elucidate the financial lives of smallholder households and build the evidence base on this important client group, Consultative Group to Assist the Poor (CGAP) of the World Bank launched the year-long Financial Diaries with Smallholder Families (the “Smallholder Diaries”). The study captured the financial and in-kind transactions of 270 households in Tanzania, Pakistan and Mozambique, of which 86 households are in the fertile farmlands of western Tanzania. The sample was drawn from 2 villages in Tanzania. Villages were selected based on their involvement in agriculture, and convenience in reaching them. Between June 2014 and July 2015, enumerators visited sample families every fortnight to conduct comprehensive face-to-face interviews to track all the money flowing into and out of their households.
Tanzania
In Tanzania, the Smallholder Diaries sites included two villages located in the region of Mbeya, home to one of the largest farming populations in Tanzania. Mbeya sits within the Southern Agricultural Growth Corridor of Tanzania (SAGCOT), a region known for a productive agroecological climate and an array of crops and livestock. Farmers in the region most commonly produce maize, as well as coffee and tea, rice, potatoes, pyrethrum, and cassava. To explore the diversity within this region, Smallholder Diaries sites were selected in two different districts. The two selected villages exhibit important differences in available economic activities, climate, harvest seasons, crops, and use of agricultural inputs.
Event/Transaction data [evn]
Bankable Frontier Associates
Face-to-face [f2f]
Interviewers visited each household and conducted three initial questionnaires. They 1) collected a household roster and demographic information about household members; 2) captured a register of physical assets and income sources for each household member and 3) registered the unique financial instruments used by each household member. This baseline information was then used to generate a custom cash flows questionnaire for each household, built to collect income, expenditure, and financial transactions for each individual. This customized cash flows questionnaire was then used for the collection of cash flows data. During regular visits about every two weeks, interviewers captured a complete set of daily, individual transactions from the preceding two-week period. Households were asked only about transactions using financial instruments and income sources that they actually have, rather than going through a generic list of questions. However, the cash flows questionnaire was continuously updated as new members joined the household, members acquired new financial instruments or income sources, or as the interviewers became aware of previously undisclosed ones.
All data editing was done manually.
The data was collected through face to face interviews, using a computer tablet preloaded with the data collection software and all previously recorded data. The tablets were synchronized each day so that all collected data was uploaded to the server and the tablet would receive the latest version of the database.
The sample initially included 286 households in all three countries, and the study ended with 273 households in total – an attrition rate similar to what has been observed in the past in similar Financial Diaries exercises. Households left the study due to moving from the study villages, seasonal migration, and occasionally by the prompting of the research team due to concerns about the household’s willingness to be forthcoming about important sources of income.
Direct access.
Rights and Permissions This work is available under the Creative Commons Attribution 3.0 Unported license (CC BY 3.0) http://creativecommons .org/licenses/by/3.0. Attribution—Cite the work as follows: Anderson, Jamie, and Wajiha Ahmed. 2016. "Smallholder Financial Diaries Datasets." Washington, D.C.: CGAP. License: Creative Commons Attribution CC BY 3.0 All queries on rights and licenses should be addressed to CGAP Publications, 1818 H Street, NW, MSN IS7-700, Washington, DC 20433 USA; e-mail: cgap@world bank.org.
CGAP Smallholder Diaries_Data Set TAN Cash Flows_18 Feb 16.NSDstat
Cash Flows
71016
15
Nesstar 200801
CGAP Smallholder Diaries_Data Set TAN Member Data_18 Feb 16.NSDstat
Member Data
420
11
Nesstar 200801
CGAP Smallholder Diaries_Data Set TAN Crop Tracker_02 Jun 17.NSDstat
Crop Tracker Data
3572
7
Nesstar 200801
Household code
71016
0
TZFIL10
844
TZILF01
165
TZILF03
641
TZILF04
331
TZILF05
834
TZILF06
299
TZILF07
569
TZILF08
1112
TZILF09
800
TZILF11
1210
TZILF12
941
TZILF13
332
TZILF14
1180
TZILF15
575
TZILF16
918
TZILF17
631
TZILF19
736
TZILF20
740
TZILF21
804
TZILF22
577
TZILF23
500
TZILF24
1225
TZILF25
1557
TZILF26
609
TZILF27
641
TZILF28
1459
TZILF29
407
TZILF30
1352
TZILF34
1181
TZILG13
1680
TZKIMG01
929
TZKIMG02
850
TZKIMG03
420
TZKIMG04
972
TZKIMG05
952
TZKIMG06
404
TZKIMG07
1234
TZKIMG08
590
TZKIMG09
399
TZKIMG11
512
TZKIML01
552
TZKIML02
976
TZKIML03
919
TZKIML04
603
TZKIML05
524
TZKIML06
355
TZKIML07
652
TZKIML08
468
TZKIML09
735
TZKIML10
961
TZKIML11
433
TZKIML12
646
TZKIML13
1064
TZKIML14
532
TZKIML15
927
TZKIML16
978
TZKIML17
587
TZKIML18
632
TZKIML20
532
TZKIML21
966
TZKIML22
1110
TZKIML23
746
TZKIML25
684
TZKIML26
852
TZKIML28
483
TZKIMS01
1150
TZKIMS02
288
TZKIMS03
845
TZKIMS04
566
TZKIMS05
864
TZKIMS06
771
TZKIMS07
508
TZKIMS09
1359
TZKIMS10
1341
TZKIMS11
1022
TZKIMS12
728
TZKIMS13
1051
TZKIMS14
963
TZKIMS16
1667
TZKIMS17
1554
TZKIMS19
701
TZKIMS21
384
TZKIMS22
1346
TZKIMS23
621
TZKIMS24
880
TZKIMS25
641
TZKIMS26
556
TZKIMS27
1181
Member ID
66266
4750
2
420
Interview date and time
71016
0
Cash flow date
71016
0
1/1/2009
1
1/1/2010
1
1/1/2011
1
1/1/2012
1
1/1/2015
277
1/10/2015
318
1/11/2015
239
1/12/2015
180
1/13/2014
1
1/13/2015
208
1/14/2015
184
1/15/2014
1
1/15/2015
204
1/16/2015
193
1/17/2015
282
1/18/2015
244
1/19/2015
230
1/2/2015
165
1/20/2015
213
1/21/2015
214
1/22/2015
122
1/23/2015
152
1/24/2015
181
1/25/2014
1
1/25/2015
212
1/26/2015
167
1/27/2015
153
1/28/2015
163
1/29/2015
171
1/3/2015
251
1/30/2015
200
1/31/2015
208
1/4/2015
255
1/5/2015
222
1/6/2015
154
1/7/2015
185
1/8/2014
1
1/8/2015
190
1/9/2015
191
10/1/2014
238
10/10/2014
211
10/11/2014
245
10/12/2014
236
10/13/2014
261
10/14/2014
179
10/15/2014
187
10/16/2014
185
10/17/2014
202
10/18/2014
190
10/19/2014
167
10/2/2014
240
10/20/2014
195
10/21/2014
212
10/22/2014
252
10/23/2014
231
10/24/2014
179
10/25/2014
269
10/26/2014
222
10/27/2014
218
10/28/2014
193
10/29/2014
232
10/3/2014
185
10/30/2014
190
10/31/2014
151
10/4/2014
342
10/5/2014
334
10/6/2014
235
10/7/2014
221
10/8/2014
219
10/9/2014
203
11/1/2013
1
11/1/2014
238
11/10/2014
261
11/11/2014
153
11/12/2014
200
11/13/2014
231
11/14/2014
129
11/15/2014
250
11/16/2014
235
11/17/2014
193
11/18/2014
198
11/19/2014
183
11/2/2014
202
11/20/2014
206
11/21/2014
184
11/22/2014
249
11/23/2014
248
11/24/2014
149
11/25/2014
207
11/26/2014
169
11/27/2014
150
11/28/2014
164
11/29/2014
243
11/3/2014
149
11/30/2014
251
11/4/2014
188
11/5/2014
231
11/6/2014
151
11/7/2014
126
11/8/2014
255
11/9/2014
197
12/1/2014
196
12/10/2014
220
12/11/2014
165
12/12/2014
145
12/13/2014
231
12/14/2014
175
12/15/2014
160
12/16/2014
169
12/17/2014
187
12/18/2014
120
12/19/2014
149
12/2/2014
171
12/20/2014
239
12/21/2014
202
12/22/2014
198
12/23/2014
172
12/24/2014
253
12/25/2014
347
12/26/2014
106
12/27/2014
176
12/28/2014
168
12/29/2014
167
12/3/2014
183
12/30/2014
176
12/31/2014
173
12/4/2014
216
12/5/2014
200
12/6/2014
237
12/7/2014
191
12/8/2014
194
12/9/2014
143
2/1/2015
213
2/10/2014
1
2/10/2015
237
2/11/2015
189
2/12/2014
1
2/12/2015
180
2/13/2015
160
2/14/2015
206
2/15/2015
227
2/16/2015
168
2/17/2015
124
2/18/2015
154
2/19/2015
120
2/2/2015
205
2/20/2015
152
2/21/2015
151
2/22/2015
188
2/23/2015
120
2/24/2015
124
2/25/2015
146
2/26/2015
130
2/27/2015
122
2/28/2015
201
2/3/2015
161
2/4/2015
247
2/5/2015
243
2/6/2015
141
2/7/2015
263
2/8/2015
227
2/9/2015
213
3/1/2015
218
3/10/2015
166
3/11/2015
134
3/12/2015
155
3/13/2015
139
3/14/2015
211
3/15/2015
232
3/16/2015
152
3/17/2015
203
3/18/2015
162
3/19/2015
99
3/2/2015
139
3/20/2015
125
3/21/2015
166
3/22/2015
132
3/23/2015
103
3/24/2015
124
3/25/2015
136
3/26/2015
104
3/27/2015
105
3/28/2015
113
3/29/2015
149
3/3/2015
178
3/30/2015
117
3/31/2015
122
3/4/2015
181
3/5/2015
181
3/6/2015
114
3/7/2015
216
3/8/2015
171
3/9/2015
136
4/1/2015
119
4/10/2015
117
4/11/2015
165
4/12/2015
202
4/13/2015
118
4/14/2015
120
4/15/2015
129
4/16/2015
109
4/17/2015
132
4/18/2015
152
4/19/2015
144
4/2/2015
98
4/20/2015
138
4/21/2015
107
4/22/2015
97
4/23/2015
106
4/24/2015
70
4/25/2015
134
4/26/2015
190
4/27/2015
116
4/28/2015
157
4/29/2015
125
4/3/2015
84
4/30/2015
150
4/4/2015
189
4/5/2015
194
4/6/2015
86
4/7/2015
87
4/8/2015
118
4/9/2015
89
5/1/2015
119
5/10/2014
1
5/10/2015
200
5/11/2015
93
5/12/2015
165
5/13/2015
133
5/14/2015
92
5/15/2015
96
5/16/2015
160
5/17/2015
182
5/18/2015
120
5/19/2015
92
5/2/2015
168
5/20/2015
115
5/21/2014
2
5/21/2015
112
5/22/2015
107
5/23/2015
153
5/24/2014
1
5/24/2015
125
5/25/2015
108
5/26/2014
4
5/26/2015
102
5/27/2015
84
5/28/2014
7
5/28/2015
101
5/29/2014
1
5/29/2015
95
5/3/2015
162
5/30/2014
1
5/30/2015
116
5/31/2015
197
5/4/2015
120
5/5/2015
169
5/6/2015
106
5/7/2015
173
5/8/2015
166
5/9/2014
7
5/9/2015
241
6/1/2014
1
6/1/2015
101
6/10/2014
99
6/10/2015
128
6/11/2014
158
6/11/2015
111
6/12/2013
2
6/12/2014
248
6/12/2015
90
6/13/2014
209
6/13/2015
166
6/14/2014
208
6/14/2015
191
6/15/2014
292
6/15/2015
165
6/16/2014
186
6/16/2015
193
6/17/2014
169
6/17/2015
172
6/18/2014
190
6/18/2015
138
6/19/2014
184
6/19/2015
79
6/2/2014
1
6/2/2015
95
6/20/2014
208
6/20/2015
120
6/21/2014
251
6/21/2015
93
6/22/2014
334
6/22/2015
183
6/23/2014
176
6/23/2015
223
6/24/2014
150
6/24/2015
127
6/25/2014
191
6/25/2015
122
6/26/2014
188
6/26/2015
15
6/27/2014
163
6/27/2015
31
6/28/2014
247
6/28/2015
51
6/29/2014
287
6/29/2015
17
6/3/2014
9
6/3/2015
111
6/30/2014
215
6/30/2015
16
6/4/2014
6
6/4/2015
120
6/5/2014
12
6/5/2015
133
6/6/2014
1
6/6/2015
183
6/7/2014
20
6/7/2015
220
6/8/2014
27
6/8/2015
129
6/9/2014
131
6/9/2015
114
7/1/2014
196
7/1/2015
68
7/10/2014
173
7/10/2015
9
7/11/2014
154
7/11/2015
10
7/12/2014
243
7/12/2015
5
7/13/2014
287
7/13/2015
8
7/14/2014
194
7/14/2015
6
7/15/2014
185
7/15/2015
8
7/16/2014
184
7/16/2015
8
7/17/2014
246
7/17/2015
6
7/18/2014
203
7/18/2015
14
7/19/2014
248
7/19/2015
8
7/2/2014
209
7/2/2015
8
7/20/2014
254
7/20/2015
8
7/21/2014
204
7/21/2015
19
7/22/2014
202
7/22/2015
5
7/23/2014
210
7/23/2015
9
7/24/2014
173
7/24/2015
19
7/25/2014
157
7/25/2015
6
7/26/2014
214
7/26/2015
20
7/27/2014
242
7/27/2015
4
7/28/2014
185
7/28/2015
4
7/29/2014
199
7/29/2015
4
7/3/2014
162
7/3/2015
6
7/30/2014
192
7/30/2015
5
7/31/2014
176
7/4/2014
185
7/4/2015
26
7/5/2014
266
7/5/2015
10
7/6/2014
270
7/6/2015
4
7/7/2014
168
7/7/2015
4
7/8/2014
183
7/8/2015
12
7/9/2014
205
7/9/2015
4
8/1/2014
212
8/10/2014
260
8/11/2014
181
8/12/2014
175
8/13/2014
236
8/14/2014
158
8/15/2014
140
8/16/2014
259
8/17/2014
225
8/18/2014
190
8/19/2014
187
8/2/2014
263
8/20/2014
208
8/21/2014
165
8/22/2014
160
8/23/2014
238
8/24/2014
195
8/25/2014
187
8/26/2014
210
8/27/2014
195
8/28/2014
210
8/29/2014
171
8/3/2014
230
8/30/2014
214
8/31/2014
244
8/4/2014
202
8/5/2013
1
8/5/2014
213
8/6/2014
207
8/7/2014
202
8/8/2014
296
8/9/2014
224
9/1/2014
226
9/10/2014
303
9/11/2014
179
9/12/2014
221
9/13/2014
360
9/14/2014
266
9/15/2014
269
9/16/2013
2
9/16/2014
234
9/17/2014
267
9/18/2014
199
9/19/2014
187
9/2/2014
220
9/20/2014
246
9/21/2014
213
9/22/2014
256
9/23/2014
191
9/24/2014
224
9/25/2014
223
9/26/2014
149
9/27/2014
216
9/28/2014
235
9/29/2014
281
9/3/2014
217
9/30/2014
195
9/4/2014
243
9/5/2014
225
9/6/2014
264
9/7/2014
210
9/8/2014
227
9/9/2014
199
Account name
37365
0
AAC01
28
AAC02
12
AAC03
4
AGRI01
838
AGRI02
393
AGRI03
484
AGRI04
176
AGRI05
91
AGRI06
40
AGRI07
17
AGRI08
93
AGRI09
14
AGRI10
2
AGRI11
3
AMG01
35
AMG02
23
AMG03
6
ASCA01
244
ASCA02
91
ASCA03
55
ASCA04
22
ASCA05
6
BCA01
39
BCA02
2
BFIG01
747
BFIG02
495
BFIG03
353
BFIG04
259
BFIG05
121
BFIG06
64
BFIG07
8
BFIG08
10
BL01
4
BRKR01
4
CI01
768
CI02
523
CI03
216
CI04
187
CI05
115
CI06
69
CI07
11
CI08
6
CI09
4
CI10
6
CRG01
241
CRG02
24
CRG03
18
CRG04
4
CRG05
2
CRG06
2
CRG07
5
CRG08
2
CRG09
3
CRG10
3
CRG11
3
CRG12
2
CRG13
3
CRG14
2
CRG15
3
CRG16
2
CRG17
3
CRLS01
328
CRLS02
112
CRLS03
78
CRLS04
69
CRLS05
14
CRLS06
8
CRLS07
7
HI01
9
HPUR01
12
LA01
51
LA02
14
LA03
3
MM01
80
MM02
3
NEINCG01
46
NEINCG02
2
NEINCG03
2
OI01
319
OI02
34
OI03
2
OI04
4
OI05
2
OOB01
260
OOB02
195
OOB03
119
OOB04
69
OOB05
44
OOB06
24
OOB07
11
OOB08
6
OOB09
3
OOL01
131
OOL02
110
OOL03
38
OOL04
9
OOL05
3
OOL06
3
OOL07
2
OOL08
2
OOL09
1
PSTHR01
3
PSTHR02
5
RAA01
26
RAA02
6
REI01
204
REI02
9
RG01
280
RG02
222
RG03
123
RG04
85
RG05
67
RG06
53
RG07
33
RG08
23
RG09
8
RG10
2
RG11
14
RG12
3
RG13
1
RG14
1
RI01
38
RI02
1
ROSCA01
673
ROSCA02
245
ROSCA03
97
RR01
497
RR02
643
RR03
394
RR04
426
RR05
130
RR06
199
RR07
94
RR08
41
RR09
21
RR10
51
RR11
10
RR12
12
RR13
4
RR14
1
RR15
1
RR16
1
RR17
1
RR18
1
SEI01
2654
SEI02
623
SEI03
270
SEI04
404
SEI05
269
SEI06
129
SEI07
166
SEI08
32
SEI09
2
SEI10
14
SEI11
1
SHY01
14
SIH01
12206
SIH02
4623
SIH03
1615
SIH04
5
SIH05
86
SUPCR01
28
SUPCR02
13
SUPCR03
5
SUPCR04
2
TAF01
4
UMG01
71
UMG02
8
WAR01
72
WAR02
30
WAR03
15
WAR04
12
WAR05
2
WEL01
2
Root category
71016
0
Cash
3230
Financial
24628
Operational Expenses
30126
Operational Income
12737
Physical Asset
295
Cash flow category
71016
0
Accessories: bags, belts, jewelry
3
Act as Moneyguard
64
Agent credit
44
Agricultural Income
2151
Alcohol purchased (either in home or at pub/bar/club)
5251
Arrears owed by respondent
32
11
Blankets, sheets, and other linens
12
Books, newspapers, and magazines
40
Books, notebooks, pens, etc.
87
Borrowing from an Informal Group
2057
Broker income
4
Building materials (bricks, cement, roofing sheets)
51
Buses, other public transport
1151
Cash lost , stolen, missing
8
Cash on hand now
3222
Casual employment
1905
Cell phone, smart phone
13
41
Chicken and other poultry
54
Cigarettes and smoking supplies
1
Clothes and shoes
338
Contributions to community police or neighborhood association
152
Credit Given to Clients
322
DVDs, video games
3
Diapers and other baby supplies
10
Dining room and kitchen furniture
5
Donations to church or mosque, or to a charity
135
Electricity, phone charging
875
Electronic gadgets (iPods, cameras, etc.)
2
Exotic or improved cows
4
Expensive items of clothing
17
Farming tool
16
Farmland
7
Food from restaurants, take aways, delivery, street food
1754
Friends and Family: Borrowing
731
Friends and Family: Lending
299
Gas (for cooking), firewood, paraffin, charcoal, etc.
597
Goats
25
Groceries/food to be eaten at home (include baby food)
14236
Health Insurance
9
Hire / Installment Purchase
12
Home maintenance or repairs (painting, construction, etc)
78
House girls and cleaning help
11
Housekeeping supplies (soap, Omo, etc)
1597
Individual Loan from Institution
4
Informal Credit at a Store / Service Provider (e.g., boda boda)
616
Internet service, cyber cafes
8
Keeping Money (Cash) at Home
18535
Land or plot (no building on it)
1
Layaway
68
Legal/lawyer fees
9
Local cows
9
Medical services (clinics, hospitals, dispensaries)
101
Medicines
98
Mobile Money
83
Moneylender Borrowing
14
Motorbike, motorcycle
3
Multi-item shopping trips
97
Non-employment
50
Other education-related expenses (room, board, lunches, uniforms, pocket money)
113
Other entertainment
15
Other furniture
3
Other income generating activity
361
Other livestock
3
Other valuable
1
Othertools or equipment
1
Outdoor furniture
1
Pass-through income
8
Penalties, fines, fees (including parking tickets)
22
Personal care services (saloon, hair, barber, etc.)
90
Personal care, toiletries, beauty products
225
Pet supplies, animal feeds
36
Petrol and oil
58
Pigs
5
Posho mill / Grinding machine
1017
Pre-paid phone credit and data bundles
1487
Public TV and movies
104
Purchase of gifts for other household members
57
Recreation, trips, outings, special events, religious events
33
Regular employment
213
Rent
5
Rental Income
39
Resources given outside the household
915
Resources received from outside the household
2527
Saving in a Rotating Savings Group
1015
Saving in an ASCA
418
90
Self-employment
4564
Services (tailor, shoe repair, etc)
46
Sewing machine
1
Sheep
1
Supplier Credit
48
Tafu airtime credit
4
Taxes
8
Taxi service
1
Television
2
Torch(es)
6
Toys and games
1
Traditional healers
14
Use Moneyguard
79
Utensils
40
Vehicle hire
3
Vehicle, bicycle maintenance and repairs
19
Wage or Rental Arrears owed TO respondents
131
Water (for drinking, washing, bathing)
50
Welfare Group
2
Wheelbarrow or cart
1
Cash flow type
71016
0
1. Agricultural Revenues (Sales)
1437
1. All gross wages, bonuses, comissions
213
1. Income
365
1. Income from rental
38
1. Income received
50
1. Income received for someone else
5
1. Income, wages, tips, comissions
1905
1. Payments or contributions
9
1. Purchase
217
1. Revenue or Sales
3252
1. Starting balance
14
1. Starting balance (today)
718
2. Accepting new deposits
17
2. Deposit
23
2. Deposits
4305
2. Deposits--Contributions
907
2. Expenses you pay related to rental
1
2. Labour (workers on fields)
364
2. New borrowing
361
2. New contribution or deposit
30
2. New credits
8
2. New debt
11
2. New debts owed to respondent (late pmt)
39
2. New lending
55
2. New purchase on credit
14
2. New purchases on credit
306
2. New sales on credit
188
2. Passing onto recipient
3
2. Sale
78
2. Wages and benefits paid to workers
40
3. Arrears paid to respondent
41
3. Closing Balance--End of last DQ
2
3. Expenses (Seed, fertilizer, etc...)
340
3. Paying off debts
8
3. Payments
1238
3. Providing withdrawals
19
3. Repayments
153
3. Repayments including deductions from sales
11
3. Stock purchases
1055
3. Taking good
13
3. Withdrawals
14124
3. Withdrawals, transfers, and debits
23
3. Withdrawals, transfers, debits
53
3. Withdrawals--payout of fund to you
37
4. Any known fees
35
4. Any known fees, penalties, food/host co
42
4. Closing Balance--End of last DQ
13
4. Debt written off
1
4. Expenses (eg.rent, transport, electricity)
217
4. Interest accruing
19
4. Loan written off when know won't repay
3
4. Long term expenses (plow, tools etc)
10
5. Closing Balance--End of last DQ
188
5. Interest accruing
772
5. Interest earned
67
5. Interest or fees
4
5. Loan written off when known won't pay
5
6. Cancellation/Early Withdrawal
1
6. Closing Balance--End of last DQ
108
6. Debt written off
14
6. Loan written off
16
6. Loan written off when known won\t pay"
1
7. Closing Balance--End of last DQ
608
Cash lost, stolen, or otherwise missing
8
Cash on hand now (end of period)
3222
New airtime on credit
2
Payment
1017
Payments
2775
Payments & Purchases
33
Payments (aside from payroll deductions)
8
Payments and purchases
113
Purchases
26061
Purchases & Payments
15
Purchases/payments
104
Repayment of outstanding credit w top up
2
Resources given
915
Resources received
2527
Cash flow direction
68329
0
In
24982
Out
43347
Balance sheet direction
23953
0
Decrease
15853
Increase
8100
Agricultural production type
2131
0
01=Rice (Paddy)
375
02=Maize
180
03=Wheat
10
04=Beans
104
05=Lentils, Pulses
18
06=Cassava
5
07=Potatoes
667
11=Fruits (ex: mango, pineapple, banana, papaya, others)
186
12=Vegetables (ex: tomato, onion, sukuma, sweet potato, potato, etc.)
292
15=Herbs and spices
2
17=Eggs
15
18=Milk
274
20=Other animal product (NOT animal itself)
1
21=Sugar cane
1
Peanuts
1
Transaction value
71016
0
-76000
3470000
Cash flow mode
71016
0
01=Cash
61510
02=Purchase on credit/arrears
1088
03=Mobile money transfer
31
04=Airtime transfer
2
05=Layaway
21
06=In-kind (trade, good, service--NOT MONEY)
2526
09=Direct deposit or transfer into bank
29
11=Cheque or money order
1
15=STARTING BALANCE
725
16=Automatic (including fees, penalties and interest earned)
939
17=Standing order
1
18=CLOSING BALANCE
900
\N
3243
Units of good or service if in kind
2504
0
0.25 A plot of Land
1
0.25 Lt of cooking oil
2
0.25 acre containing unfinished building on it
1
0.25 kg of sugar
1
0.5
2
0.5 Cooking oil
1
0.5 Kg of meat
2
0.5 Litre of Pestside
1
0.5 kg
3
0.5 kg of Meat
1
0.5 kg of meat
3
0.5 kg of meet
3
0.5 kgs
2
0.5 kgs of meat
1
0.5 litres
2
0.5Kg of maize seeds
1
0.5Kg of rice
1
0.5kgs
2
0.5kgs Meat
2
1
19
1 A Lt of local beer
1
1 Acre of Land
1
1 Bar of soap
1
1 Bed sheet
1
1 Book
1
1 Bundle of firewood
1
1 Cabbage
7
1 Crate of soda
3
1 Kg of Rice
1
1 Kg of maize
1
1 Kg of maize floor
6
1 Kg of maize flour
1
1 Kg of sugar
2
1 Kg ofBeans
1
1 LT of local beer
49
1 Liter of local beer
7
1 Litre Local beer
6
1 Litre of local beer
6
8
1 Lt of cooking oil
1
1 Lt of local beer
201
1 Lt, local beer
1
1 Mattres & 1 blankent
1
1 Mobile phone
1
1 Pack of grapes
1
1 Pack of onion
2
1 Pack of salt
1
1 Package Onions
1
1 Pair of Khanga
1
1 Pile of firewood
3
1 Pile of soap
1
1 Pile of spinach
5
1 Pile of vegetable
4
1 Sewing machine
1
1 Shirt
1
1 Sweater
1
1 baby supplies
1
1 bag of fertilizer(CAN)
1
1 bag of fertilizer(DAP)
1
1 bar of soap
8
1 bar soap
2
1 bed
1
1 bed sheet
2
1 bedsheet
3
1 beer
15
1 blankent
2
1 blanket
1
1 botle of kiduchu
3
1 bucket of kindi
1
1 bucket of local beer
1
1 bunch
4
1 bunch firewood
4
1 bunch of banana
1
1 bunch of spinach
3
1 cabbage
3
1 cell phone
1
1 crate of Soda
1
1 crate of soda
2
1 door
1
1 hut
1
1 kg meat
2
1 kg of Beans
1
1 kg of groundnuts
1
1 kg of meat
2
1 liter Local beer
6
1 liter local beer
4
1 litre
17
1 litre Local beer
8
1 litre local beer
12
1 litre o kindi
6
1 litre of kindi
74
1 litre of local beer
73
1 litre, local beer
17
1 lt of local beer
13
1 ltr of kindi
17
1 pack of Onion
1
1 pack of onion
1
1 pack of tomatoes
2
1
1 pair of kanga
1
1 pair of khanga
1
1 papaya
10
1 pile of fire woods
2
1 pile of firewoods
1
1 pile of spinach
9
1 pile of spinch
3
1 soda
3
1 transport
2
1.5 Kig of beans
2
10
1
1
10 Cabbages, Tomatoes and onion
1
10 Kg of African egg plant
1
10 Kg of Wheat Seeds
1
10 Kg of beans
1
10 Kg of maize
3
10 Kg of potatoes
1
10 Kg of rice
1
10 Kgs of maize
1
10 Kgs of potatoes
1
10 Kigs of maize
1
10 Kigs of potatoes
1
10 kg
2
10 kg of flour
1
10 kg of maize
8
10 kg of potatoes
14
10 kg of potatoes and 20 kg of maize
1
10 kgs
1
10 kgs of Potatoes
1
10 kgs of maize
1
100 Kg of rice
1
1000
1
1
10Kg of maize
1
10Kg of maize and 5Kg of beans
1
10Kg of rice
6
10kg
2
10kg of maize
3
10kg of maize flour
1
10kg of potatoes
1
10kg of rice
1
10kg potatoes
1
10kgs
3
10kgs beans
2
10kgs maize flour
1
120 Kg of maize
1
120 Kg of potatoes seeds
1
120 Kg of sweet potatoes
1
120 kg of maize
1
120 kgs of potatoes seeds
1
1200 Kg of rice
2
120Kg of rice for loan payment on Agent credit
1
12Kg of rice, 60Kg of maize, 20Kg of beans
1
15 kg of maize
1
150 Bricks
1
1500
2
150kgs of potatoes
1
16 Iron sheet
3
1Bucket of maize
1
1Kg maize floor
1
1Kg of beans
5
1Kg of rice
2
1Litre of Kindi, alcohol
5
1Lt of Bamboo Juice
4
1Pair of shoes
1
1bedsheet
1
1bucket of potatoes
1
1kg
11
1kg meat
26
1kg salt
1
1litre
4
1litre of cooking oil
1
1litre of kindi
31
1ltr
5
1ltr of kindi
39
2
14
1
2 Bars of Soap
1
2 Blankent
1
2 Bundles of grasses
1
2 Cabbage
6
2 Exercise books
1
2 Kg of beans
1
2 Kg of maize
1
2 Kg of maize and 1 Kg of rice
1
2 Kg of maize floor
2
2 Kg of rice
1
2 Litres of kindi
1
2 Ltrs of cooiking oil, 1 bar of soap, 10Kg of maize flour and 1Kg of sugar
1
2 Plates
1
2 Sweater
1
2 bars of soap
1
2 bed sheet
1
2 blankets and one small cow
1
2 branches of banana
1
2 buckets of avocado
1
2 cabbages
1
2 kg of rice
2
2 leaves of tobacco
1
2 litres
4
2 litres of Cooking oil
1
2 meals
2
2 packet of salt
1
2 pair of socks for Hawa
1
2.5 Kg of beans
1
20
1
20 Kg of beans
1
20 Kg of fertilizer
1
20 Kg of maize
2
20 Kg of rice
6
20 Kgs
1
20 Kgs of chemical fertilizers
1
20 Kgs of maize
1
20 Kgs of potatoes
2
20 Kgs of rice
1
20 Kigs of corn flour
1
20 Kigs of potatoes
1
20 Kigs og potatoes
1
20 kg
2
20 kg maize
2
20 kg of Rice,Onions, Tomatoes and Water melon
1
20 kg of fertilizer
1
20 kg of maize
7
20 kg of maize flour
1
20 kg of potatoes
16
20 kg of wheat
2
20 kg potatoes
1
20 kgs of maize
2
20 kgs of potatoes
1
200 Briks
2
200 mud bricks
1
2000
1
200Kg of rice
3
200kg of potatoes
1
20Kg of beans
1
20Kg of maize
5
20Kg of maize and 20Kg of rice
1
20Kg of maize, and 5Kg of beans
1
20Kg of rice
7
20Kg of rice and 20Kg of maize
1
20Kg of rice and 2Kg of beans
1
20Kg of rice, 1Kg of sugar and 2Pockets ofsalt
1
20kg of corn flour
1
20kg of maize
5
20kg of potatoe seeds
2
20kg pf potatoes
1
20kgs
1
20kgs maize
1
20kgs of potatoes
1
20kgs potatoes
1
20kgs rice
3
240 kg of potatoes seeds
1
24000
1
2KG of maize, 2.5 of potatoes
1
2Kg maize floor
8
2Kg of beans
2
2Kg of rice
6
2Litres Kerosene, 3Litres of cooking oil, 10Kg of beans and a chicken
1
2buckets of rice
1
2kg of potatoes
2
2ltrs of kindi
3
3
1
3 Cabbage
1
3 Kg of african egg plant
1
3 Kgs of rice
2
3 Litres of cooking oil, and food groceries
1
3 Pile of spinach
1
3 buckets of mangoes
1
3 doses
1
3 dots of Kitenge
1
3 dots of khanga
1
3 fish
19
3 leaves of tobacco
1
3 meals
42
3 meals a day
7
3 meals per day
89
3 pcs of Khanga
1
3 sacks for packing potatoes
1
3 sodas
1
3 soft drinks
1
30 Kg of Maize
1
30 Kg of sweet potatoes
1
30 kg of maize
2
300 Briks
1
300 Mud bricks
1
3Kg maize floor
1
3fish
1
3kgs beans
1
4 Cabbages
1
4 Kg of rice
1
4 breads
1
4 cabbage
1
4 cabbages
1
4 fish
7
4 kg of rice
2
4 kgs of rice
1
4 leaves of tobacco
1
40 Kg of rice
3
40 Kgs of potatoes
1
40 Kigs of corn flour
1
40 Potatoes seeds
1
40 kg of maize
1
40 kg of wheat
1
40 kgof potatoes
1
40 kgs of potatoes
1
40 kgs of wheat
2
400
7
400 Kg of rice
1
400Kg of rice
2
40Kg of maize
2
40Kg of rice
2
1
40Kg of rice and 3 Kg of beans
1
40kg of maize
2
40kg of potatoes
1
40kg potatoes
1
40kgs Maize
1
40kgs potatoes
2
4Kg of beans
1
4fish
3
4kg
1
4kg maize seeds, 2 bags of fertilizer
1
4kg of maize
4
4kgof maize seeds
1
5 Kg maize seeds
1
5 Kg of potatoes
1
5 Kg of rice
2
5 LT of bamboo juice
6
5 Lt Bamboo juice
4
5 Piles of spinach
1
5 bags of cement
1
5 bars of soap
1
5 fish
6
5 kg of beans
2
5 kg of millets
2
5 kg of potatoes
1
5 kg of tomatoes
1
5 kg potatoes
4
5 litres cooking oil
1
5 litres of local beer
1
5 piles of Spinach
1
5000
1
50Kg of rice
3
50kgs fertilizer
1
50kgs fertilizers
2
50litres
1
520Kg of maize
2
5Kg of maize
2
5Kg of maize flour
1
5Kg of potatoes
3
5Kg of rice
5
5kgof maize
1
5kgs beans
1
5kgs corn flour
1
5kgs maize flour
1
5kgs rice
1
5kgs sugar
1
5litres cooking oil
2
6
1
6 Kg of maize
1
6 bar soaps
1
60
1
60 Kg
1
60 Kg of maize
1
60 Kg of potatoes
2
60 kg of maize
1
60 kg of potatoes
1
7 Piles of spinach
1
7.5 kgs
5
7.5kgs
1
8 Kg of maize
1
80Kg of rice
1
80kgs rice seeds
1
5
A bar soap
3
A farm plot, 0.5 Acres
1
A liter of local beer
8
A litre of local beer
14
A mobile phone
1
A pack of tomatoes &Onions
1
Accomodation for kids
3
African egg plant 0.25 Kg
3
Animal food
3
Animal food_two buckets
1
Babby care
11
Babby clothes, tomatoes, onions soap
1
Beans
1
Bicyle
1
Blanket
2
Blouse
1
Body lotion
1
Cabbage
1
Charging phon
2
Charging phone
49
Clothes
2
Clothes (Khanga)
1
Collected from forest
3
Collected one bundle of grasses
1
Cooked food
12
Cooked food and soda
1
Cooked food, rice and meat and cabbage
3
Cooking oil
4
Cooking oil and one bar of a soap
1
Corn Froul
1
Corn flour and millet Flour
1
Did a farming work
2
Digging
1
Donkey Services
10
Fair to town and back home
1
Farming
18
Farming_Digging
2
Fertilizer
1
Fire woods
6
Firewood
6
Firewoods
17
Fish
1
Food
68
Food given
9
Food groceries
10
Food grosaries
1
Four cabbages
1
Free Food (Dinner)
6
Hair service
2
Half a liter of local beer
1
Hand hoes
1
Helped in farming
2
Helped in farming activities
1
Helped them to take maize to posho mill
1
Helping her in harvesting wheat
1
House repair
1
Khanga
4
Khanga/Kitenge
1
Kindi 1 litre
7
Kitenge, Kanzu for Ibrahim,
1
Local beer
37
Maize Seeds
2
Making local beer
1
Matres
1
Meat and rice
1
Medical care
7
Medicine
10
Medicine for Siamini
1
Medicines
2
One beer
1
One bucket Corn flour
1
One litre of local beer
10
Onion
7
Onion & Tomatoes
1
Onion and Tomatoes
1
Onion and salt
1
Onion and tomatoes
1
Onions
3
Onions and tomatoes
1
Paid labourers in mums farm
1
Pesticides
2
Pesticides, 0.5 Lt
1
Petrolium Jelly
1
Phone charging
25
Pineaple
1
Planting and Pruning trees
1
Planting and Pruning trees to repay loan
1
Pumba/Animal food
2
Received help on medical expenss
1
Salt and cabbages
1
She helped on farming
1
Shirt & trouser for peter
1
Shirt for Vasco
1
Soap
1
Soap, onion, fish
1
Spinach
10
Sugar 8Kg, and wheat flour 5Kg
1
Sugar and salt
1
Taking care of the baby
9
Tb Medicines
2
Tb medicine
5
Timbers
1
Tomatoes
10
Tomatoes and onion
1
Tomatoes and onions
1
Tomatoes, onion, cooking oil and rice
1
Two Goats
1
Two bars of soap
1
Uniforms
1
Vegetable
5
Vegetables Spinach
3
Vegetables and Shoes
1
Vodacom_Air time
2
Washing clothes
1
a bar of soap
2
a bunch beans leaves for vegetables
2
a bunch of vegetables
62
a pig to keep
1
a seat
2
a smaal bag of clothes
1
african egg plant
3
african egg plants
1
air time
2
alcohol
11
baby clothes
2
banana
1
bananas
1
bar of soap, 1Kg of maize flour
1
bar soap
2
bar soaps
1
bean as seeds 3kg
1
beans
15
cabbage
1
cassava seeds
1
charging
4
charging of phones
6
charging phone
7
clothes
2
constructions
1
cooiking oil, sugar, salt, soap and sandals
1
cooked food
1
cooked rice with beef
3
cooked rice with fish
8
cooking oil
2
cooking oil and cabbage
1
exercise boo, pen and pencils
1
farming
2
farming works, with animal plough
1
firewood
14
food
67
given a plt to cultivate
1
hair service
15
harvesting maize
1
harvesting rice
3
he help Juma to do some weeding
2
he worked in neighbour farm insteady of paying the money
1
he worked to hi farm insteady of paying the money
1
health service
1
helped her inlaw with maize harvesting
1
helped his uncle counting and carring timber
1
i litre of kindi
5
kindi
28
labour on the farm
2
lease out her land as payment
1
lift from igoma to kimondo
1
maize seeds 2Kg
1
malaria medications
1
medical check up
1
medication
1
medicine
1
medicines
1
one bucket of magimbi (Arrow roots)
1
one cow
1
one goat and one hen
1
one iron sheet
1
onions
7
onions and cooking oil
1
onions and tomatoes
2
onions, tomatoes, beans, and rice
1
ooking oil one bottle
1
oranges
1
packets of salt
1
paid for juma's rosca
10
peas/vegetable
2
pestcide
1
phone chargeing
2
phone charging
90
phone chrging
1
pig's cooking oil
1
planting potatoes
1
pork cooking oil
1
repaired cloth
1
ride on motocycle
1
she helped him weeding and paid the loan in kinda
1
she took her father to the hospital
1
she worked for them
2
spinach
5
sugar
1
to fetch firewoods
1
to harverst rice
1
to harvest rice
1
tomatoes
5
tomatoes and onions
9
tomatoes, oions and cooking oil
1
tomatoes, onions and cooking oil
1
tomatos and onions
1
transport back to Kimondo
1
transportation, accomodation for him and his friend
1
vegetable
35
vegetable, spinach
4
vegetables
13
vegetables, beans leaves
3
Transaction value if in kind
2260
0
0
68
100
5
1000
141
10000
31
100000
4
103000
1
10500
2
11000
2
11500
2
1200
4
12000
14
120000
1
12200
1
12400
1
124000
1
1250
1
12500
4
13000
4
1400
2
14000
6
140000
1
14750
2
1500
68
15000
9
156000
3
160000
4
17000
2
175000
1
1800
1
18000
6
18500
1
20
2
200
24
2000
129
20000
13
200000
2
21000
1
2200
16
22000
1
2250
1
22500
1
23000
1
2400
1
24000
7
250
1
2500
79
25000
6
28000
2
28500
1
29000
1
300
182
3000
106
30000
8
32000
1
3500
100
35000
5
360000
2
37000
1
400
13
4000
19
40000
11
4300
1
44000
1
4500
12
45000
2
4800
1
500
779
5000
99
50000
11
500000
2
550
1
5500
1
5750
2
600
27
6000
41
60000
6
68000
2
700
7
7000
8
70000
2
750
4
7500
4
75000
2
800
6
8000
12
80000
1
8500
2
875
2
900
1
9000
6
9500
1
98300
1
\N
83
Member ID
420
0
1
420
Household code
420
0
TZFIL10
4
TZILF01
5
TZILF03
4
TZILF04
5
TZILF05
6
TZILF06
1
TZILF07
2
TZILF08
4
TZILF09
5
TZILF11
6
TZILF12
9
TZILF13
4
TZILF14
2
TZILF15
8
TZILF16
5
TZILF17
5
TZILF19
5
TZILF20
7
TZILF21
5
TZILF22
2
TZILF23
7
TZILF24
4
TZILF25
7
TZILF26
4
TZILF27
5
TZILF28
6
TZILF29
2
TZILF30
4
TZILF34
10
TZILG13
3
TZKIMG01
2
TZKIMG02
6
TZKIMG03
3
TZKIMG04
5
TZKIMG05
3
TZKIMG06
3
TZKIMG07
6
TZKIMG08
6
TZKIMG09
1
TZKIMG11
2
TZKIML01
2
TZKIML02
2
TZKIML03
4
TZKIML04
6
TZKIML05
6
TZKIML06
1
TZKIML07
8
TZKIML08
6
TZKIML09
3
TZKIML10
9
TZKIML11
1
TZKIML12
5
TZKIML13
5
TZKIML14
4
TZKIML15
5
TZKIML16
7
TZKIML17
3
TZKIML18
6
TZKIML20
2
TZKIML21
9
TZKIML22
6
TZKIML23
2
TZKIML25
5
TZKIML26
5
TZKIML28
3
TZKIMS01
7
TZKIMS02
1
TZKIMS03
10
TZKIMS04
2
TZKIMS05
6
TZKIMS06
6
TZKIMS07
3
TZKIMS09
6
TZKIMS10
3
TZKIMS11
4
TZKIMS12
4
TZKIMS13
7
TZKIMS14
8
TZKIMS16
5
TZKIMS17
6
TZKIMS19
6
TZKIMS21
4
TZKIMS22
3
TZKIMS23
7
TZKIMS24
8
TZKIMS25
6
TZKIMS26
6
TZKIMS27
4
Member age
420
0
0
95
Member gender
420
0
1
male
188
2
female
232
Marital status
411
9
1
Married
120
2
Single
259
3
Widowed
21
4
Divorced
5
5
Separated
6
Sysmiss
9
Currently enrolled in school
412
8
0
no
295
1
yes
117
Sysmiss
8
Level of school where currently enrolled
117
303
1
Nursery/Kindergarten
26
2
Primary level
78
3
Secondary Certificate (Ordinary level)
10
4
Secondary ( Advanced level)
0
5
Vocation Training
3
98
None
0
99
Other
0
Sysmiss
303
Highest educational attainment
412
8
1
Nursery/Kindergarten
88
2
Primary level
169
3
Secondary Certificate (Ordinary level)
12
4
Secondary ( Advanced level)
1
5
Vocation Training
0
98
None
141
99
Other
1
Sysmiss
8
Native language
409
11
1
Nyakyusa
40
2
Swafwa
268
3
Kinga
18
4
Chaga
1
5
Bena
17
6
Hehe
2
7
Swahili
3
8
Nyiha
14
9
Sangu
23
10
Barushi
3
99
Other
20
Sysmiss
11
Can read
410
10
0
no
150
1
yes
260
Sysmiss
10
Can write
410
10
0
no
151
1
yes
259
Sysmiss
10
Household Code
3572
0
TZFIL10
77
TZILF01
10
TZILF02
33
TZILF03
24
TZILF04
29
TZILF05
12
TZILF06
13
TZILF07
12
TZILF08
45
TZILF09
81
TZILF11
77
TZILF12
88
TZILF13
18
TZILF14
45
TZILF15
90
TZILF16
44
TZILF17
34
TZILF18
41
TZILF19
57
TZILF20
73
TZILF21
51
TZILF22
78
TZILF23
51
TZILF24
57
TZILF25
30
TZILF26
41
TZILF27
116
TZILF28
149
TZILF29
85
TZILF30
14
TZILF34
66
TZILG13
5
TZKIMG01
32
TZKIMG02
57
TZKIMG03
26
TZKIMG04
21
TZKIMG05
26
TZKIMG06
27
TZKIMG07
18
TZKIMG08
37
TZKIMG09
6
TZKIMG10
39
TZKIMG11
8
TZKIML01
35
TZKIML02
27
TZKIML03
21
TZKIML04
26
TZKIML05
42
TZKIML06
27
TZKIML07
23
TZKIML08
21
TZKIML09
30
TZKIML10
24
TZKIML11
16
TZKIML12
24
TZKIML13
26
TZKIML14
14
TZKIML15
41
TZKIML16
26
TZKIML17
35
TZKIML18
20
TZKIML20
6
TZKIML21
32
TZKIML22
33
TZKIML23
15
TZKIML25
26
TZKIML26
10
TZKIML28
19
TZKIMS01
48
TZKIMS03
65
TZKIMS04
66
TZKIMS05
49
TZKIMS06
45
TZKIMS07
35
TZKIMS09
58
TZKIMS10
35
TZKIMS11
20
TZKIMS12
43
TZKIMS13
51
TZKIMS14
52
TZKIMS16
62
TZKIMS17
47
TZKIMS19
54
TZKIMS21
48
TZKIMS22
22
TZKIMS23
15
TZKIMS24
51
TZKIMS25
60
TZKIMS26
46
TZKIMS27
38
Interview Date
3572
2014-05-05
2015-07-30
2014-05-05
2
2014-05-09
1
2014-05-10
2
2014-05-11
1
2014-05-13
3
2014-05-15
5
2014-05-19
3
2014-05-28
1
2014-06-03
2
2014-06-04
1
2014-06-05
1
2014-06-09
1
2014-06-12
1
2014-06-21
1
2014-06-22
3
2014-06-23
9
2014-06-25
4
2014-06-26
4
2014-06-30
9
2014-07-01
7
2014-07-02
6
2014-07-03
3
2014-07-04
4
2014-07-06
6
2014-07-07
9
2014-07-08
10
2014-07-09
5
2014-07-10
9
2014-07-11
7
2014-07-13
3
2014-07-14
8
2014-07-15
26
2014-07-16
17
2014-07-17
21
2014-07-18
13
2014-07-19
7
2014-07-20
9
2014-07-21
23
2014-07-22
20
2014-07-23
20
2014-07-24
20
2014-07-27
13
2014-07-28
14
2014-07-30
15
2014-07-31
12
2014-08-01
16
2014-08-02
9
2014-08-03
10
2014-08-04
27
2014-08-05
14
2014-08-06
22
2014-08-07
22
2014-08-09
8
2014-08-10
16
2014-08-11
18
2014-08-12
8
2014-08-13
23
2014-08-14
17
2014-08-15
3
2014-08-16
4
2014-08-18
18
2014-08-19
6
2014-08-20
12
2014-08-21
1
2014-08-22
9
2014-08-23
24
2014-08-24
8
2014-08-25
7
2014-08-26
12
2014-08-27
19
2014-08-28
20
2014-08-31
3
2014-09-01
10
2014-09-02
26
2014-09-03
6
2014-09-04
11
2014-09-05
3
2014-09-06
12
2014-09-08
18
2014-09-09
6
2014-09-10
19
2014-09-11
10
2014-09-13
15
2014-09-15
20
2014-09-16
21
2014-09-17
15
2014-09-18
14
2014-09-20
5
2014-09-22
13
2014-09-23
22
2014-09-24
14
2014-09-25
13
2014-09-27
8
2014-09-28
3
2014-09-29
15
2014-09-30
22
2014-10-01
21
2014-10-02
12
2014-10-04
5
2014-10-06
12
2014-10-07
29
2014-10-08
23
2014-10-09
29
2014-10-10
1
2014-10-12
2
2014-10-13
10
2014-10-14
28
2014-10-15
31
2014-10-16
7
2014-10-18
4
2014-10-20
5
2014-10-21
12
2014-10-22
19
2014-10-23
9
2014-10-24
15
2014-10-25
10
2014-10-27
26
2014-10-28
19
2014-10-29
19
2014-10-30
3
2014-11-01
9
2014-11-03
7
2014-11-04
9
2014-11-05
12
2014-11-06
7
2014-11-08
20
2014-11-09
7
2014-11-10
13
2014-11-11
10
2014-11-12
11
2014-11-13
12
2014-11-18
27
2014-11-19
10
2014-11-20
8
2014-11-21
6
2014-11-22
21
2014-11-23
21
2014-11-24
8
2014-11-26
18
2014-11-27
4
2014-11-29
5
2014-11-30
3
2014-12-01
2
2014-12-02
8
2014-12-03
26
2014-12-04
17
2014-12-06
6
2014-12-07
4
2014-12-08
30
2014-12-09
2
2014-12-10
10
2014-12-11
4
2014-12-14
14
2014-12-15
12
2014-12-16
18
2014-12-17
6
2014-12-18
14
2014-12-23
1
2014-12-24
3
2014-12-25
2
2014-12-29
3
2015-01-05
2
2015-01-06
7
2015-01-07
16
2015-01-08
21
2015-01-10
14
2015-01-11
12
2015-01-12
12
2015-01-13
18
2015-01-14
20
2015-01-15
15
2015-01-17
13
2015-01-18
27
2015-01-19
20
2015-01-20
14
2015-01-21
17
2015-01-22
18
2015-01-25
11
2015-01-26
10
2015-01-27
10
2015-01-28
18
2015-01-29
13
2015-01-30
9
2015-01-31
8
2015-02-01
4
2015-02-02
19
2015-02-03
6
2015-02-04
13
2015-02-05
19
2015-02-07
13
2015-02-08
4
2015-02-09
21
2015-02-10
19
2015-02-11
10
2015-02-12
16
2015-02-13
2
2015-02-14
8
2015-02-15
11
2015-02-16
15
2015-02-17
4
2015-02-18
17
2015-02-19
11
2015-02-20
6
2015-02-21
4
2015-02-23
14
2015-02-24
8
2015-02-25
5
2015-02-26
21
2015-02-27
24
2015-03-02
19
2015-03-03
18
2015-03-04
24
2015-03-05
6
2015-03-06
6
2015-03-07
8
2015-03-08
3
2015-03-09
17
2015-03-10
6
2015-03-11
7
2015-03-12
19
2015-03-13
16
2015-03-14
8
2015-03-15
8
2015-03-16
22
2015-03-17
12
2015-03-18
21
2015-03-19
25
2015-03-20
7
2015-03-21
13
2015-03-24
11
2015-03-25
16
2015-03-26
23
2015-03-27
3
2015-03-28
18
2015-03-30
10
2015-03-31
28
2015-04-01
4
2015-04-02
5
2015-04-03
6
2015-04-04
17
2015-04-07
12
2015-04-08
14
2015-04-09
11
2015-04-11
10
2015-04-12
2
2015-04-13
27
2015-04-14
12
2015-04-15
7
2015-04-16
22
2015-04-18
8
2015-04-19
10
2015-04-20
19
2015-04-21
10
2015-04-22
14
2015-04-23
16
2015-04-24
5
2015-04-27
12
2015-04-28
11
2015-04-29
18
2015-04-30
7
2015-05-02
5
2015-05-04
2
2015-05-05
13
2015-05-06
5
2015-05-07
15
2015-05-08
9
2015-05-09
15
2015-05-10
7
2015-05-11
13
2015-05-12
23
2015-05-13
5
2015-05-14
4
2015-05-16
15
2015-05-17
5
2015-05-18
11
2015-05-19
7
2015-05-20
7
2015-05-21
10
2015-05-25
15
2015-05-26
22
2015-05-27
11
2015-05-28
9
2015-05-29
7
2015-05-30
6
2015-06-01
11
2015-06-02
18
2015-06-03
10
2015-06-04
28
2015-06-08
13
2015-06-09
19
2015-06-10
8
2015-06-11
7
2015-06-12
2
2015-06-13
6
2015-06-15
12
2015-06-16
18
2015-06-17
7
2015-06-18
5
2015-06-19
2
2015-06-22
13
2015-06-23
18
2015-06-24
5
2015-06-25
5
2015-06-27
3
2015-06-28
8
2015-07-01
14
2015-07-30
8
Crop name
3572
0
CROP01 (Cabbage)
5
CROP01 (Maize)
293
CROP01 (Potatoes)
209
CROP01 (Rice)
269
CROP01 (maize)
132
CROP01 (potatoes)
335
CROP01 (rice)
75
CROP02 (Beans)
83
CROP02 (Cassava)
3
CROP02 (Maize)
318
CROP02 (Potatoes)
430
CROP02 (Rice)
46
CROP02 (Sunflower)
5
CROP02 (Sweet potatoes)
7
CROP02 (maize)
257
CROP02 (potatoes)
174
CROP02 (rice)
6
CROP03 (African egg plant)
42
CROP03 (Beans)
150
CROP03 (Cabbage)
11
CROP03 (Cassava)
4
CROP03 (Maize)
27
CROP03 (Peas)
4
CROP03 (Pumkin leaves)
5
CROP03 (Pumpkin\s leaves)"
8
CROP03 (Rice Theresia)
1
CROP03 (Rice)
27
CROP03 (Spinach)
14
CROP03 (Tomatoes)
8
CROP03 (Vegetables)
15
CROP03 (Wheat)
9
CROP03 (beans)
86
CROP03 (cow peas)
3
CROP03 (peas)
2
CROP03 (pyrathrum)
12
CROP03 (wheat)
3
CROP03 (yams)
10
CROP04 (African egg plant)
50
CROP04 (Banana)
16
CROP04 (Beans)
27
CROP04 (Chinese)
5
CROP04 (Choroko)
7
CROP04 (Eggs)
4
CROP04 (Maize)
6
CROP04 (Maize_Rehema)
6
CROP04 (Milk)
10
CROP04 (Okra)
2
CROP04 (Papaya)
12
CROP04 (Peas)
7
CROP04 (Pumkin leaves)
16
CROP04 (Pumkin\s leaves( SPINACH))"
5
CROP04 (Pumpkin leaves)
16
CROP04 (Spinach)
4
CROP04 (Sunflower)
1
CROP04 (Sweet potatoes)
5
CROP04 (Tomatoes)
6
CROP04 (avocado)
14
CROP04 (beans)
3
CROP04 (pumpkin leaves)
12
CROP04 (vegetables)
62
CROP04 (wheat)
2
CROP05 (Banana)
11
CROP05 (Beans)
16
CROP05 (Eggs)
11
CROP05 (Kisamvu,\ spinach\")"
5
CROP05 (Kunde)
1
CROP05 (Papaya)
7
CROP05 (Peanuts)
1
CROP05 (Peas)
1
CROP05 (Rice)
1
CROP05 (Sweet potatoes)
6
CROP05 (Tomatoes)
6
CROP05 (papaya)
8
CROP06 (Banana)
12
CROP06 (Cassava)
6
CROP06 (Mango)
8
CROP06 (Mangoes)
10
CROP06 (Milk)
4
CROP06 (Potatoes_Given Plot)
2
CROP06 (Spinach)
21
CROP07 (Mchicha\ Spinach\")"
2
CROP07 (banana)
35
CROP08 (Lady\s finger \"Okra\")"
2
CROP08 (Papaya)
10
Crop type
3572
0
1
13
1
Beans or lentils
371
2
Cassava
15
3
Eggs
15
4
Fruits
143
5
Maize
1045
6
Milk
14
7
Nuts
1
8
Other crop
18
9
Potatoes and tubers
1171
10
Rice
424
11
Spinach
197
12
Vegetables
144
13
Wheat
14
Type of transaction
3572
0
1
6
1
consumption
1613
2
given away
138
3
initial store
135
4
loss
31
5
new harvest
1114
6
sale
541
Quantity
3571
1
0.05
42000
Value
3572
0
100
3500000