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 -- -- 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