diff --git a/CDCF-Workshop-2A.csv b/CDCF-Workshop-2A.csv
new file mode 100644
index 0000000..4fffc4e
--- /dev/null
+++ b/CDCF-Workshop-2A.csv
@@ -0,0 +1,132 @@
+village,interview_date,quest_no,start,end,province,district,ward,years_farm,agr_assoc,no_membrs,_members_count,remittance_money,years_liv,parents_liv,sp_parents_liv,grand_liv,sp_grand_liv,respondent_roof_type,respondent_wall_type,respondent_wall_type_other,respondent_floor_type,window_type,buildings_in_compound,rooms,other_buildings,no_plots,plots_count,water_use,no_group_count,yes_group_count,no_enough_water,months_no_water,period_use,exper_other,other_meth,res_change,memb_assoc,resp_assoc,fees_water,affect_conflicts,need_money,money_source,money_source_other,crops_contr,emply_lab,du_labour,liv_owned,liv_owned_other,liv_count,poultry,du_look_aftr_cows,items_owned,items_owned_other,no_meals,months_lack_food,no_food_mitigation,gps_Latitude,gps_Longitude,gps_Altitude,gps_Accuracy,instanceID
+God,2016-11-17T00:00:00Z,1,2017-03-23T09:49:57.000Z,2017-04-02T17:29:08.000Z,Manica,Manica,Bandula,11,no,3,3,no,4,no,yes,no,yes,grass,muddaub,NULL,earth,no,1,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,poultry,NULL,1,yes,no,bicycle ;  television ;  solar_panel ;  table,NULL,2,Jan,na ;  rely_less_food ;  reduce_meals ;  day_night_hungry,-19.11225943,33.48345609,698,14,uuid:ec241f2c-0609-46ed-b5e8-fe575f6cefef
+God,2016-11-17T00:00:00Z,1,2017-04-02T09:48:16.000Z,2017-04-02T17:26:19.000Z,Manica,Manica,Bandula,2,yes,7,7,no,9,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,1,no,3,3,yes,NULL,3,yes,Aug ;  Sept,2,yes,no,NULL,yes,no,no,once,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,2,Jan ;  Sept ;  Oct ;  Nov ;  Dec,na ;  reduce_meals ;  restrict_adults ;  borrow_food ;  seek_government,-19.11247712,33.48341568,690,19,uuid:099de9c9-3e5e-427b-8452-26250e840d6e
+God,2016-11-17T00:00:00Z,3,2017-04-02T14:35:26.000Z,2017-04-02T17:26:53.000Z,Manica,Manica,Bandula,40,no,10,10,no,15,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,yes,no,solar_torch,NULL,2,Jan ;  Feb ;  Mar ;  Oct ;  Nov ;  Dec,na ;  restrict_adults ;  lab_ex_food,-19.1121076,33.48344998,674,13,uuid:193d7daf-9582-409b-bf09-027dd36f9007
+God,2016-11-17T00:00:00Z,4,2017-04-02T14:55:18.000Z,2017-04-02T17:27:16.000Z,Manica,Manica,Bandula,6,no,7,7,no,6,no,no,no,no,mabatisloping,burntbricks,NULL,earth,no,1,1,no,3,3,no,3,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,oxen ;  cows,NULL,2,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,2,Sept ;  Oct ;  Nov ;  Dec,na ;  reduce_meals ;  restrict_adults ;  lab_ex_food,-19.11222901,33.48342395,679,5,uuid:148d1105-778a-4755-aa71-281eadd4a973
+God,2016-11-17T00:00:00Z,5,2017-04-02T15:10:35.000Z,2017-04-02T17:27:35.000Z,Manica,Manica,Bandula,18,no,7,7,no,40,yes,no,yes,no,grass,burntbricks,NULL,earth,no,1,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,no,motorcyle ;  radio ;  cow_plough ;  mobile_phone,NULL,2,Aug ;  Sept ;  Oct ;  Nov,na ;  go_forest ;  migrate,-19.11221722,33.48342524,689,10,uuid:2c867811-9696-4966-9866-f35c3e97d02d
+God,2016-11-17T00:00:00Z,6,2017-04-02T15:27:25.000Z,2017-04-02T17:28:02.000Z,Manica,Manica,Bandula,3,no,3,3,no,3,no,no,no,no,grass,muddaub,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,no,no,NULL,NULL,2,Aug ;  Sept ;  Oct,borrow_food ;  lab_ex_food ;  seek_government,-19.1121959,33.48339187,692,12,uuid:daa56c91-c8e3-44c3-a663-af6a49a2ca70
+God,2016-11-17T00:00:00Z,7,2017-04-02T15:38:01.000Z,2017-04-02T17:28:19.000Z,Manica,Manica,Bandula,20,no,6,6,no,38,yes,no,yes,no,grass,muddaub,NULL,earth,no,1,1,yes,4,4,yes,NULL,4,yes,Aug ;  Sept ;  Oct,10,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,no,oxen,NULL,1,no,no,motorcyle ;  cow_plough,NULL,3,Nov,lab_ex_food,-19.11221904,33.48336498,709,11,uuid:ae20a58d-56f4-43d7-bafa-e7963d850844
+Chirodzo,2016-11-16T00:00:00Z,8,2017-04-02T15:59:52.000Z,2017-04-02T17:28:39.000Z,Manica,Manica,Manica,16,yes,12,12,no,70,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,cement,no,2,3,yes,2,2,yes,NULL,2,yes,Sept ;  Oct,10,yes,no,NULL,yes,yes,no,never,no,NULL,NULL,abt_half,yes,no,oxen ;  goats,NULL,2,yes,no,motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  fridge,NULL,2,Jan,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  borrow_food,-19.11215963,33.48341914,700,9,uuid:d6cee930-7be1-4fd9-88c0-82a08f90fb5a
+Chirodzo,2016-11-16T00:00:00Z,9,2017-04-02T16:23:36.000Z,2017-04-02T16:42:08.000Z,Manica,Manica,Bandula,16,no,8,8,no,6,yes,no,yes,no,grass,burntbricks,NULL,earth,no,2,1,yes,3,3,yes,NULL,3,yes,Oct ;  Nov,6,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,yes,oxen ;  cows ;  goats,NULL,3,yes,no,television ;  solar_panel ;  solar_torch,NULL,3,Jan ;  Dec,rely_less_food ;  limit_variety ;  limit_portion ;  restrict_adults ;  lab_ex_food,-19.11221518,33.48343695,701,11,uuid:846103d2-b1db-4055-b502-9cd510bb7b37
+Chirodzo,2016-12-16T00:00:00Z,10,2017-04-02T17:03:28.000Z,2017-04-02T17:25:11.000Z,Manica,Manica,Bandula,22,no,12,12,no,23,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,5,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,22,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,no,oxen ;  cows,NULL,2,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table,NULL,3,Jan ;  Oct ;  Nov ;  Dec,rely_less_food ;  limit_portion ;  restrict_adults ;  lab_ex_food,-19.1122147,33.48339436,710,14,uuid:8f4e49bc-da81-4356-ae34-e0d794a23721
+God,2016-11-21T00:00:00Z,11,2017-04-03T03:16:15.000Z,2017-04-03T03:31:10.000Z,Manica,Manica,Bandula,6,no,6,6,no,20,yes,yes,no,yes,grass,sunbricks,NULL,earth,no,2,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,oxen ;  cows,NULL,2,no,no,radio ;  cow_plough,NULL,2,Oct ;  Nov,rely_less_food ;  lab_ex_food,-19.11219126,33.48345933,707,10,uuid:d29b44e3-3348-4afc-aa4d-9eb34c89d483
+God,2016-11-21T00:00:00Z,12,2017-04-03T03:31:13.000Z,2017-04-03T03:58:34.000Z,Manica,Manica,Bandula,20,no,7,7,yes,20,no,no,no,no,mabatisloping,burntbricks,NULL,cement,no,2,3,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov,20,yes,no,NULL,yes,no,no,never,no,NULL,NULL,more_half,no,no,oxen ;  cows,NULL,2,yes,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  table,NULL,3,Sept ;  Oct,rely_less_food ;  limit_variety ;  reduce_meals ;  lab_ex_food,-19.11229465,33.48341504,696,13,uuid:e6ee6269-b467-4e37-91fc-5e9eaf934557
+God,2016-11-21T00:00:00Z,13,2017-04-03T03:58:43.000Z,2017-04-03T04:19:36.000Z,Manica,Manica,Bandula,7,yes,6,6,no,8,yes,no,yes,no,grass,burntbricks,NULL,earth,no,1,1,no,4,4,yes,NULL,4,yes,Oct,7,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,no,cows ;  goats ;  poultry,NULL,3,yes,no,bicycle ;  radio ;  cow_plough ;  mobile_phone,NULL,2,Sept ;  Oct ;  Nov,lab_ex_food,-19.11236935,33.48355635,706,15,uuid:6c00c145-ee3b-409c-8c02-2c8d743b6918
+God,2016-11-21T00:00:00Z,14,2017-04-03T04:19:57.000Z,2017-04-03T04:50:05.000Z,Manica,Manica,Bandula,20,yes,10,10,no,20,yes,yes,no,yes,grass,burntbricks,NULL,earth,no,3,3,no,3,3,no,3,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,yes,oxen ;  cows ;  goats,NULL,3,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,June ;  July ;  Aug ;  Sept ;  Oct ;  Nov,reduce_meals ;  lab_ex_food,-19.11222089,33.4834388,698,11,uuid:9b21467f-1116-4340-a3b1-1ab64f13c87d
+God,2016-11-21T00:00:00Z,15,2017-04-03T05:12:17.000Z,2017-04-03T05:28:44.000Z,Manica,Manica,Bandula,30,yes,5,5,no,30,yes,yes,yes,yes,grass,sunbricks,NULL,earth,no,1,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,30,yes,no,NULL,yes,no,no,once,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  table,NULL,2,Jan ;  Feb ;  Mar ;  Apr ;  May ;  June ;  July ;  Aug ;  Sept ;  Oct ;  Nov,na ;  rely_less_food ;  limit_portion ;  reduce_meals ;  lab_ex_food,-19.1120793,33.48339657,715,9,uuid:a837e545-ff86-4a1c-a1a5-6186804b985f
+God,2016-11-24T00:00:00Z,16,2017-04-03T05:29:24.000Z,2017-04-03T05:40:53.000Z,Manica,Manica,Bandula,24,yes,6,6,no,47,yes,yes,yes,yes,grass,muddaub,NULL,earth,yes,2,1,yes,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,yes,oxen ;  cows ;  goats ;  poultry,NULL,4,no,no,radio ;  cow_plough ;  solar_panel ;  solar_torch,NULL,3,Jan ;  Feb,lab_ex_food,-19.11210678,33.48344397,709,9,uuid:d17db52f-4b87-4768-b534-ea8f9704c565
+God,2016-11-21T00:00:00Z,17,2017-04-03T05:41:42.000Z,2017-04-03T05:57:57.000Z,Manica,Manica,Bandula,10,yes,8,8,no,20,no,no,no,no,grass,sunbricks,NULL,earth,no,2,1,no,3,3,no,3,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,goats,NULL,1,no,yes,mobile_phone,NULL,2,Nov ;  Dec,lab_ex_food,-19.11218314,33.48346325,710,10,uuid:4707f3dc-df18-4348-9c2c-eec651e89b6b
+God,2016-11-21T00:00:00Z,18,2017-04-03T12:27:04.000Z,2017-04-03T12:39:48.000Z,Manica,Manica,Bandula,6,no,4,4,no,20,yes,yes,no,yes,grass,muddaub,NULL,earth,no,1,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,goats ;  pigs ;  poultry,NULL,3,yes,no,bicycle ;  mobile_phone,NULL,2,Oct ;  Nov,reduce_meals ;  lab_ex_food,-19.11133515,33.47630848,685,17,uuid:7ffe7bd1-a15c-420c-a137-e1f006c317a3
+God,2016-11-21T00:00:00Z,19,2017-04-03T12:40:14.000Z,2017-04-03T12:53:29.000Z,Manica,Manica,Bandula,20,yes,9,9,no,23,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,1,2,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,yes,oxen ;  goats,NULL,2,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,Oct ;  Nov ;  Dec,rely_less_food ;  limit_portion ;  lab_ex_food ;  seek_government,-19.11142642,33.47640837,716,30,uuid:e32f2dc0-0d05-42fb-8e21-605757ddf07d
+God,2016-11-21T00:00:00Z,20,2017-04-03T14:04:50.000Z,2017-04-03T14:20:04.000Z,Manica,Manica,Bandula,24,yes,6,6,no,1,yes,yes,yes,yes,grass,burntbricks,NULL,earth,yes,1,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,cows,NULL,1,yes,yes,bicycle ;  cow_plough ;  solar_torch,NULL,2,Oct ;  Nov,rely_less_food ;  lab_ex_food,-19.11147317,33.47619213,700,27,uuid:d1005274-bf52-4e79-8380-3350dd7c2bac
+God,2016-11-21T00:00:00Z,21,2017-04-03T14:24:58.000Z,2017-04-03T14:44:39.000Z,Manica,Manica,Bandula,20,yes,8,8,no,20,no,yes,no,yes,mabatisloping,burntbricks,NULL,cement,no,1,1,no,4,4,yes,NULL,4,yes,Oct,20,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,NULL,NULL,2,Jan ;  Feb ;  Mar ;  Oct ;  Nov ;  Dec,rely_less_food ;  restrict_adults ;  day_night_hungry ;  lab_ex_food,-19.11155014,33.47623134,707,20,uuid:6570a7d0-6a0b-452c-aa2e-922500e35749
+God,2016-11-21T00:00:00Z,22,2017-04-03T16:28:52.000Z,2017-04-03T16:40:47.000Z,Manica,Manica,Bandula,14,no,4,4,no,20,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,goats,NULL,1,yes,no,radio,NULL,2,Jan ;  Feb ;  Mar ;  Apr ;  Aug ;  Sept ;  Oct ;  Nov ;  Dec,rely_less_food ;  reduce_meals ;  go_forest ;  lab_ex_food,-19.11212691,33.48350764,722,9,uuid:a51c3006-8847-46ff-9d4e-d29919b8ecf9
+Ruaca,2016-11-21T00:00:00Z,23,2017-04-03T16:41:04.000Z,2017-04-03T17:04:28.000Z,Manica,Manica,Bandula,12,yes,10,10,no,20,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,4,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  electricity ;  mobile_phone,NULL,3,none,na,-19.11219352,33.4833833,699,10,uuid:58b37b6d-d6cd-4414-8790-b9c68bca98de
+Ruaca,2016-11-21T00:00:00Z,24,2017-04-03T17:19:49.000Z,2017-04-03T17:43:01.000Z,Manica,Manica,Bandula,8,no,6,6,no,4,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,2,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct,8,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,yes,no,oxen ;  cows ;  goats,NULL,3,no,no,radio ;  table ;  sofa_set ;  mobile_phone,NULL,2,Nov ;  Dec,lab_ex_food,-19.11218803,33.48343475,745,11,uuid:661457d3-7e61-45e8-a238-7415e7548f82
+Ruaca,2016-11-21T00:00:00Z,25,2017-04-04T04:01:58.000Z,2017-04-04T04:29:47.000Z,Manica,Manica,Bandula,10,yes,11,11,no,6,no,no,no,no,mabatisloping,burntbricks,NULL,cement,no,2,3,yes,3,3,yes,NULL,3,yes,Aug ;  Sept,10,yes,no,NULL,no,NULL,no,never,yes,['business' ;  'non_farm_prod'],NULL,more_half,yes,no,oxen ;  cows,NULL,2,yes,no,cow_cart ;  motorcyle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  sofa_set ;  mobile_phone,NULL,2,Jan ;  Feb ;  Oct,na,-19.11223416,33.4834841,698,11,uuid:45ed84c4-114e-4df0-9f5d-c800806c2bee
+Ruaca,2016-11-21T00:00:00Z,26,2017-04-04T04:30:19.000Z,2017-04-04T04:44:19.000Z,Manica,Manica,Bandula,2,yes,3,3,no,20,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,2,2,no,2,2,yes,NULL,2,yes,Oct ;  Nov,2,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,yes,yes,oxen ;  cows,NULL,2,yes,no,radio ;  cow_plough ;  table ;  mobile_phone,NULL,2,none,na,-19.11230411,33.48354341,706,12,uuid:1c54ee24-22c4-4ee9-b1ad-42d483c08e2e
+Ruaca,2016-11-21T00:00:00Z,27,2017-04-05T04:59:42.000Z,2017-04-05T05:14:45.000Z,Manica,Manica,Bandula,36,no,7,7,no,36,no,no,no,no,grass,burntbricks,NULL,earth,no,3,2,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows ;  poultry,NULL,3,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,none,na,-19.0430007,33.40508367,679,14,uuid:3197cded-1fdc-4c0c-9b10-cfcc0bf49c4d
+Ruaca,2016-11-21T00:00:00Z,28,2017-04-05T05:14:49.000Z,2017-04-05T05:36:18.000Z,Manica,Manica,Bandula,2,no,2,2,no,2,no,no,no,no,grass,muddaub,NULL,earth,no,1,1,yes,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct ;  Nov,2,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,yes,none,NULL,1,yes,no,NULL,NULL,3,Aug ;  Sept ;  Oct,rely_less_food ;  reduce_meals ;  borrow_food ;  go_forest ;  lab_ex_food,-19.04290893,33.40506932,721,7,uuid:1de53318-a8cf-4736-99b1-8239f8822473
+Ruaca,2016-11-21T00:00:00Z,29,2017-04-05T05:37:30.000Z,2017-04-05T06:05:44.000Z,Manica,Manica,Bandula,10,yes,7,7,no,10,yes,no,yes,no,mabatisloping,burntbricks,NULL,earth,no,1,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,4,yes,yes,less_work,yes,yes,no,frequently,no,NULL,NULL,more_half,no,no,goats,NULL,1,yes,no,motorcyle ;  bicycle ;  radio ;  table ;  mobile_phone,NULL,3,Jan ;  Feb,rely_less_food ;  limit_variety,-19.04302413,33.40507276,657,6,uuid:adcd7463-8943-4c67-b25f-f72311409476
+Ruaca,2016-11-21T00:00:00Z,30,2017-04-05T06:05:58.000Z,2017-04-05T06:20:39.000Z,Manica,Manica,Bandula,22,yes,7,7,yes,22,no,no,no,no,grass,muddaub,NULL,earth,no,1,2,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,no,no,bicycle ;  radio ;  mobile_phone,NULL,2,Jan ;  Feb,rely_less_food ;  limit_variety ;  limit_portion ;  restrict_adults ;  lab_ex_food,-19.04300478,33.40505449,669,5,uuid:59341ead-92be-45a9-8545-6edf9f94fdc6
+Ruaca,2016-11-21T00:00:00Z,31,2017-04-05T06:21:20.000Z,2017-04-05T06:38:26.000Z,Manica,Manica,Bandula,15,yes,3,3,no,2,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,7,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,none,NULL,1,no,no,NULL,NULL,3,none,na,-19.04302176,33.40509382,704,4,uuid:cb06eb49-dd39-4150-8bbe-a599e074afe8
+Ruaca,2016-11-21T00:00:00Z,32,2017-04-05T06:38:55.000Z,2017-04-05T08:05:32.000Z,Manica,Manica,Bandula,53,yes,19,19,yes,69,yes,yes,yes,no,mabatipitched,muddaub,NULL,earth,no,8,2,yes,8,8,yes,NULL,8,yes,Sept ;  Oct,45,yes,no,NULL,yes,no,no,more_once,yes,['farming'],NULL,more_half,yes,yes,oxen ;  cows ;  goats ;  pigs ;  poultry,NULL,5,yes,no,cow_cart ;  motorcyle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,2,none,na,-19.04411399,33.40390565,703,8,uuid:25597af3-cd79-449c-a48a-fb9aea6c48bf
+Ruaca,2016-11-21T00:00:00Z,33,2017-04-05T08:08:19.000Z,2017-04-05T08:25:48.000Z,Manica,Manica,Bandula,20,yes,8,8,no,34,yes,yes,yes,yes,grass,muddaub,NULL,cement,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct,20,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  poultry,NULL,2,yes,no,cow_cart ;  lorry ;  motorcyle ;  sterio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,2,none,na,-19.04414887,33.40383602,695,5,uuid:0fbd2df1-2640-4550-9fbd-7317feaa4758
+Chirodzo,2016-11-17T00:00:00Z,34,2017-04-05T16:00:47.000Z,2017-04-05T16:21:59.000Z,Manica,Manica,Bandula,18,yes,8,8,no,18,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,2,3,yes,2,2,yes,NULL,2,yes,Oct ;  Nov,2,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,2,Jan ;  Dec,rely_less_food ;  limit_variety ;  limit_portion ;  restrict_adults ;  lab_ex_food,-19.11219065,33.48341559,706,11,uuid:14c78c45-a7cc-4b2a-b765-17c82b43feb4
+Chirodzo,2016-11-17T00:00:00Z,35,2017-04-05T16:22:13.000Z,2017-04-05T16:50:25.000Z,Manica,Manica,Bandula,45,yes,5,5,no,45,no,no,no,no,grass,muddaub,NULL,earth,no,3,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,20,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  cows,NULL,2,yes,no,bicycle ;  cow_plough,NULL,3,Jan ;  Sept ;  Oct ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  limit_portion ;  reduce_meals ;  restrict_adults ;  go_forest,-19.11211362,33.48342515,733,11,uuid:ff7496e7-984a-47d3-a8a1-13618b5683ce
+Chirodzo,2016-11-17T00:00:00Z,36,2017-04-05T16:50:48.000Z,2017-04-05T17:10:53.000Z,Manica,Manica,Bandula,23,yes,6,6,no,23,no,no,no,no,mabatisloping,sunbricks,NULL,earth,no,1,1,no,3,3,yes,NULL,3,no,NULL,23,yes,no,NULL,yes,no,no,once,no,NULL,NULL,abt_half,yes,yes,oxen ;  cows ;  pigs,NULL,3,no,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11218058,33.4833843,710,10,uuid:c90eade0-1148-4a12-8c0e-6387a36f45b1
+Chirodzo,2016-11-17T00:00:00Z,37,2017-04-05T17:17:48.000Z,2017-04-05T17:26:51.000Z,Manica,Manica,Bandula,8,no,3,3,no,8,yes,yes,no,no,mabatisloping,burntbricks,NULL,earth,no,3,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows,NULL,2,yes,no,bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,Jan ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  lab_ex_food,-19.11217951,33.48339525,711,12,uuid:408c6c93-d723-45ef-8dee-1b1bd3fe20cd
+God,2016-11-17T00:00:00Z,38,2017-04-05T17:28:12.000Z,2017-04-05T17:50:57.000Z,Manica,Manica,Bandula,19,yes,10,10,yes,19,no,no,no,no,grass,muddaub,NULL,earth,no,3,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct,9,yes,no,NULL,yes,no,no,never,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,yes,bicycle ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Nov,limit_variety ;  lab_ex_food,-19.11222939,33.48337467,696,9,uuid:81309594-ff58-4dc1-83a7-72af5952ee08
+God,2016-11-17T00:00:00Z,39,2017-04-06T08:31:17.000Z,2017-04-06T08:44:47.000Z,Manica,Manica,Bandula,22,yes,6,6,no,22,yes,yes,yes,yes,mabatisloping,muddaub,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen,NULL,1,yes,no,NULL,NULL,3,Nov,lab_ex_food,-19.0433618,33.4046671,0,20,uuid:c0fb6310-55af-4831-ae3d-2729556c3285
+God,2016-11-17T00:00:00Z,40,2017-04-06T08:44:51.000Z,2017-04-06T09:03:47.000Z,Manica,Manica,Bandula,23,yes,9,9,yes,23,no,yes,yes,yes,grass,burntbricks,NULL,earth,no,1,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct,23,yes,no,NULL,yes,no,no,never,no,NULL,NULL,more_half,no,no,oxen,NULL,1,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Sept ;  Oct ;  Nov,lab_ex_food,-19.0433618,33.4046671,0,22.112,uuid:c0b34854-eede-4e81-b183-ef58a45bfc34
+God,2016-11-17T00:00:00Z,41,2017-04-06T09:03:50.000Z,2017-04-06T09:14:05.000Z,Manica,Manica,Bandula,22,yes,7,7,no,22,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  poultry,NULL,2,no,no,motorcyle ;  bicycle ;  radio ;  cow_plough ;  table,NULL,3,Oct ;  Nov,limit_portion ;  reduce_meals,-19.04339398,33.40485363,679,13,uuid:b3ba34d8-eea1-453d-bc73-c141bcbbc5e5
+God,2016-11-17T00:00:00Z,42,2017-04-06T09:14:22.000Z,2017-04-06T09:30:54.000Z,Manica,Manica,Bandula,8,yes,8,8,no,8,no,no,no,no,grass,sunbricks,NULL,earth,yes,1,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept,5,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,no,cows ;  goats ;  poultry,NULL,3,yes,no,mobile_phone,NULL,3,Jan ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals,-19.04346041,33.40484617,699,10,uuid:e3a1dd8a-1bda-428c-a014-2b527f11ae64
+Chirodzo,2016-11-17T00:00:00Z,43,2017-04-06T09:31:56.000Z,2017-04-06T09:53:53.000Z,Manica,Manica,Bandula,3,no,7,7,no,29,no,no,no,no,grass,muddaub,NULL,earth,no,2,1,no,4,4,yes,NULL,4,no,NULL,3,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,yes,no,oxen ;  cows,NULL,2,no,no,cow_plough ;  mobile_phone,NULL,2,Jan ;  Feb ;  Oct ;  Nov ;  Dec,lab_ex_food,-19.04303063,33.40472726,605,30,uuid:b4dff49f-ef27-40e5-a9d1-acf287b47358
+Chirodzo,2016-11-17T00:00:00Z,44,2017-04-06T14:44:32.000Z,2017-04-06T14:53:01.000Z,Manica,Manica,Bandula,3,no,2,2,no,6,no,no,no,no,grass,muddaub,NULL,earth,no,2,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,no,oxen ;  cows ;  poultry,NULL,3,yes,no,radio ;  solar_torch,NULL,2,Jan ;  Dec,borrow_food,-19.04315107,33.40458039,716,11,uuid:f9fadf44-d040-4fca-86c1-2835f79c4952
+Chirodzo,2016-11-17T00:00:00Z,45,2017-04-06T14:53:04.000Z,2017-04-06T15:11:57.000Z,Manica,Manica,Bandula,25,yes,9,9,no,7,no,no,no,no,grass,muddaub,NULL,earth,no,2,1,no,3,3,yes,NULL,3,yes,Sept ;  Oct,20,yes,no,NULL,no,NULL,no,never,yes,['farming' ;  'non_farm_prod'],NULL,more_half,yes,no,oxen ;  cows ;  goats ;  poultry,NULL,4,no,no,motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,none,na,-19.04312371,33.40466493,703,28,uuid:e3554d22-35b1-4fb9-b386-dd5866ad5792
+Chirodzo,2016-11-17T00:00:00Z,46,2017-04-06T15:19:41.000Z,2017-04-06T15:45:32.000Z,Manica,Manica,Bandula,21,yes,10,10,no,42,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,cement,no,3,2,no,5,5,yes,NULL,5,yes,Aug ;  Sept ;  Oct,21,yes,no,NULL,no,NULL,no,once,no,NULL,NULL,more_half,yes,no,oxen ;  poultry,NULL,2,no,no,motorcyle ;  computer ;  television ;  sterio ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,2,Sept ;  Oct ;  Nov,lab_ex_food,-19.04307032,33.40458421,703,5,uuid:35f297e0-aa5d-4149-9b7b-4965004cfc37
+Chirodzo,2016-11-17T00:00:00Z,47,2017-04-07T14:05:25.000Z,2017-04-07T14:19:45.000Z,Manica,Manica,Bandula,2,yes,2,2,no,2,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,1,yes,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,2,yes,no,NULL,yes,no,no,once,no,NULL,NULL,more_half,no,no,none,NULL,1,no,no,solar_torch ;  mobile_phone,NULL,3,none,na,-19.11226093,33.48339791,689,5,uuid:2d0b1936-4f82-4ec3-a3b5-7c3c8cd6cc2b
+Chirodzo,2016-11-16T00:00:00Z,48,2017-04-07T14:19:49.000Z,2017-04-07T14:40:23.000Z,Manica,Manica,Bandula,48,yes,7,7,no,58,yes,no,yes,no,grass,muddaub,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows ;  poultry,NULL,3,yes,no,radio,NULL,3,June ;  July ;  Aug ;  Sept ;  Oct ;  Nov,limit_variety,-19.11222978,33.48353345,689,12,uuid:e180899c-7614-49eb-a97c-40ed013a38a2
+Chirodzo,2016-11-16T00:00:00Z,49,2017-04-07T14:43:09.000Z,2017-04-07T14:55:51.000Z,Manica,Manica,Bandula,12,no,6,6,no,26,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,yes,2,2,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,goats ;  poultry,NULL,2,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Nov ;  Dec,reduce_meals ;  go_forest ;  lab_ex_food,-19.11228265,33.48334844,694,12,uuid:2303ebc1-2b3c-475a-8916-b322ebf18440
+Chirodzo,2016-11-16T00:00:00Z,50,2017-04-07T14:56:01.000Z,2017-04-07T15:26:23.000Z,Manica,Manica,Bandula,6,yes,6,6,no,7,no,no,no,no,grass,muddaub,NULL,earth,no,1,1,no,1,1,yes,NULL,1,yes,Sept ;  Oct,1,no,no,NULL,yes,no,no,never,no,NULL,NULL,abt_half,yes,no,poultry,NULL,1,yes,no,solar_torch,NULL,2,June ;  July ;  Aug ;  Sept ;  Oct ;  Nov ;  Dec,borrow_food ;  go_forest ;  lab_ex_food,-19.11220496,33.48344521,718,12,uuid:4267c33c-53a7-46d9-8bd6-b96f58a4f92c
+Chirodzo,2016-11-16T00:00:00Z,51,2017-04-07T15:27:45.000Z,2017-04-07T15:39:10.000Z,Manica,Manica,Bandula,11,yes,5,5,no,30,yes,no,yes,no,grass,muddaub,NULL,cement,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,poultry,NULL,1,no,no,radio,NULL,3,Oct ;  Nov,go_forest ;  lab_ex_food,-19.11221446,33.48338443,709,12,uuid:18ac8e77-bdaf-47ab-85a2-e4c947c9d3ce
+Chirodzo,2016-11-16T00:00:00Z,52,2017-04-08T04:44:09.000Z,2017-04-08T05:02:58.000Z,Manica,Manica,Bandula,15,yes,11,11,no,15,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,3,yes,1,1,yes,NULL,1,yes,Sept ;  Oct ;  Nov,15,no,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,no,oxen ;  cows ;  poultry,NULL,3,yes,no,motorcyle ;  television ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,Aug ;  Sept ;  Oct ;  Nov,limit_variety ;  reduce_meals,-19.11223637,33.48335287,694,10,uuid:6db55cb4-a853-4000-9555-757b7fae2bcf
+Chirodzo,2016-11-16T00:00:00Z,21,2017-04-08T05:03:08.000Z,2017-04-08T05:33:51.000Z,Manica,Manica,Bandula,16,yes,8,8,yes,16,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,cement,no,2,3,no,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct,16,yes,no,NULL,yes,no,no,frequently,no,NULL,NULL,more_half,no,no,oxen ;  goats,NULL,2,yes,no,bicycle ;  radio ;  mobile_phone,NULL,2,Nov,rely_less_food ;  limit_portion,-19.11216571,33.48343865,687,10,uuid:cc7f75c5-d13e-43f3-97e5-4f4c03cb4b12
+Chirodzo,2016-11-16T00:00:00Z,54,2017-04-08T05:36:55.000Z,2017-04-08T05:52:15.000Z,Manica,Manica,Bandula,10,no,7,7,yes,15,yes,no,yes,no,grass,muddaub,NULL,earth,no,3,1,no,1,1,yes,NULL,1,yes,Aug ;  Sept ;  Oct ;  Nov ;  Dec,10,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,no,none,NULL,1,yes,no,NULL,NULL,2,Sept ;  Oct ;  Nov,rely_less_food ;  lab_ex_food,-19.11220247,33.48335527,681,9,uuid:273ab27f-9be3-4f3b-83c9-d3e1592de919
+Chirodzo,2016-11-16T00:00:00Z,55,2017-04-08T05:52:32.000Z,2017-04-08T06:05:41.000Z,Manica,Manica,Bandula,23,yes,9,9,no,23,yes,no,yes,no,grass,muddaub,NULL,earth,no,2,2,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,goats,NULL,1,yes,no,television ;  cow_plough ;  mobile_phone,NULL,2,Oct ;  Nov,lab_ex_food,-19.11228974,33.48333393,702,11,uuid:883c0433-9891-4121-bc63-744f082c1fa0
+Chirodzo,2016-11-16T00:00:00Z,56,2017-04-08T06:05:59.000Z,2017-04-08T06:26:12.000Z,Manica,Manica,Bandula,23,yes,12,12,no,23,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,cement,no,4,2,no,2,2,yes,NULL,2,yes,Sept ;  Oct,23,yes,no,NULL,yes,no,no,never,no,NULL,NULL,more_half,no,no,oxen ;  goats,NULL,2,yes,no,motorcyle ;  bicycle ;  mobile_phone,NULL,3,none,na,-19.11217264,33.48341837,689,10,uuid:973c4ac6-f887-48e7-aeaf-4476f2cfab76
+Chirodzo,2016-11-16T00:00:00Z,57,2017-04-08T06:26:22.000Z,2017-04-08T06:39:40.000Z,Manica,Manica,Bandula,20,yes,4,4,no,27,yes,yes,yes,yes,grass,burntbricks,NULL,earth,no,4,1,no,2,2,yes,NULL,2,no,NULL,20,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,no,none,NULL,1,no,no,radio,NULL,2,none,na,-19.11227947,33.48338576,695,10,uuid:a7184e55-0615-492d-9835-8f44f3b03a71
+Chirodzo,2016-11-16T00:00:00Z,58,2017-04-08T08:25:49.000Z,2017-04-08T08:48:51.000Z,Manica,Manica,Bandula,35,yes,11,11,no,45,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,5,3,no,3,3,yes,NULL,3,no,NULL,35,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats,NULL,3,no,no,motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,2,none,na,-19.1121758,33.48332076,723,11,uuid:a7a3451f-cd0d-4027-82d9-8dcd1234fcca
+Chirodzo,2016-11-16T00:00:00Z,59,2017-04-08T08:52:05.000Z,2017-04-08T09:02:34.000Z,Manica,Manica,Bandula,60,no,2,2,no,60,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,3,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows ;  poultry,NULL,3,no,no,NULL,NULL,2,none,na,-19.1123395,33.48333251,683,13,uuid:1936db62-5732-45dc-98ff-9b3ac7a22518
+Chirodzo,2016-11-16T00:00:00Z,60,2017-04-08T09:03:01.000Z,2017-04-08T09:20:18.000Z,Manica,Bandula,Bandula,12,yes,8,8,no,15,yes,yes,yes,yes,grass,burntbricks,NULL,earth,no,3,2,no,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct,12,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,yes,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,no,cow_plough,NULL,2,none,na,-19.11225763,33.48341208,694,11,uuid:85465caf-23e4-4283-bb72-a0ef30e30176
+Chirodzo,2016-11-16T00:00:00Z,61,2017-04-08T10:47:11.000Z,2017-04-08T11:14:09.000Z,Manica,Manica,Bandula,14,yes,10,10,no,14,no,yes,yes,yes,grass,muddaub,NULL,earth,no,4,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct,13,yes,no,NULL,yes,yes,no,more_once,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Jan ;  Feb ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults,-19.11218035,33.48341635,712,13,uuid:2401cf50-8859-44d9-bd14-1bf9128766f2
+Chirodzo,2016-11-16T00:00:00Z,62,2017-04-08T13:27:58.000Z,2017-04-08T13:41:21.000Z,Manica,Manica,Bandula,5,no,5,5,no,5,yes,no,no,no,grass,muddaub,NULL,earth,no,3,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,no,no,bicycle ;  radio ;  mobile_phone,NULL,3,Aug ;  Sept ;  Oct ;  Nov,rely_less_food ;  limit_variety ;  limit_portion ;  reduce_meals ;  restrict_adults ;  borrow_food ;  go_forest ;  lab_ex_food,-19.11216869,33.48339699,719,18,uuid:c6597ecc-cc2a-4c35-a6dc-e62c71b345d6
+Chirodzo,2016-11-16T00:00:00Z,63,2017-04-08T13:41:39.000Z,2017-04-08T13:52:07.000Z,Manica,Manica,Bandula,1,yes,4,4,no,10,yes,yes,no,yes,grass,muddaub,NULL,earth,no,1,1,yes,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,no,no,NULL,NULL,3,Jan ;  Oct ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults,-19.11220024,33.4833903,702,25,uuid:86ed4328-7688-462f-aac7-d6518414526a
+Chirodzo,2016-11-16T00:00:00Z,64,2017-04-08T13:52:30.000Z,2017-04-08T14:02:24.000Z,Manica,Manica,Bandula,1,no,6,6,no,1,no,no,no,no,grass,muddaub,NULL,earth,no,2,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,goats,NULL,1,yes,no,bicycle ;  solar_torch ;  table ;  sofa_set ;  mobile_phone,NULL,3,Jan ;  Feb ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  lab_ex_food,-19.1121962,33.48339576,704,9,uuid:28cfd718-bf62-4d90-8100-55fafbe45d06
+Chirodzo,2016-11-16T00:00:00Z,65,2017-04-08T14:02:49.000Z,2017-04-08T14:15:45.000Z,Manica,Manica,Bandula,20,no,8,8,no,20,no,no,no,no,mabatisloping,burntbricks,NULL,earth,no,2,3,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,20,yes,no,NULL,no,NULL,no,once,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,motorcyle ;  radio ;  cow_plough ;  table,NULL,3,Jan ;  Feb ;  Mar,rely_less_food ;  limit_variety ;  reduce_meals ;  lab_ex_food,-19.11221474,33.48341209,706,39,uuid:143f7478-0126-4fbc-86e0-5d324339206b
+Chirodzo,2016-11-16T00:00:00Z,66,2017-04-08T21:09:38.000Z,2017-04-08T21:33:45.000Z,Manica,Manica,Bandula,16,yes,10,10,no,37,yes,no,no,no,mabatipitched,burntbricks,NULL,cement,yes,5,3,yes,1,1,yes,NULL,1,yes,Aug ;  Sept ;  Oct,10,no,no,NULL,yes,no,no,frequently,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats ;  donkeys,NULL,4,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,none,na,-19.1121722,33.48339142,702,8,uuid:a457eab8-971b-4417-a971-2e55b8702816
+Chirodzo,2016-11-16T00:00:00Z,67,2017-04-08T21:34:23.000Z,2017-04-08T21:49:02.000Z,Manica,Manica,Bandula,9,yes,5,5,no,31,yes,no,yes,no,mabatipitched,burntbricks,NULL,cement,yes,1,2,no,1,1,yes,NULL,1,yes,Oct ;  Nov,9,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,yes,yes,oxen ;  cows ;  goats ;  donkeys,NULL,4,yes,no,motorcyle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11209398,33.48338805,717,11,uuid:6c15d667-2860-47e3-a5e7-7f679271e419
+Chirodzo,2016-11-16T00:00:00Z,68,2017-04-08T21:49:40.000Z,2017-04-09T22:06:57.000Z,Manica,Manica,Bandula,21,yes,8,8,no,52,yes,yes,no,no,mabatipitched,burntbricks,NULL,earth,no,3,3,no,3,3,yes,NULL,3,yes,Nov ;  Dec,21,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,motorcyle ;  television ;  sterio ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11214985,33.4834782,710,10,uuid:ef04b3eb-b47d-412e-9b09-4f5e08fc66f9
+Chirodzo,2016-11-16T00:00:00Z,69,2017-04-09T22:08:07.000Z,2017-04-09T22:21:08.000Z,Manica,Manica,Bandula,12,yes,4,4,no,12,no,no,no,no,grass,muddaub,NULL,earth,no,2,1,no,1,1,yes,NULL,1,yes,Nov ;  Dec,12,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,no,goats,NULL,1,yes,no,bicycle ;  radio ;  solar_torch ;  mobile_phone,NULL,3,none,na,-19.11216693,33.48340465,708,8,uuid:f86933a5-12b8-4427-b821-43c5b039401d
+Chirodzo,2016-11-16T00:00:00Z,70,2017-04-09T22:21:23.000Z,2017-04-09T22:40:57.000Z,Manica,Manica,Bandula,20,yes,8,8,no,25,no,yes,no,no,mabatipitched,burntbricks,NULL,earth,no,2,2,yes,3,3,yes,NULL,3,yes,Aug ;  Sept,20,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats ;  poultry,NULL,4,no,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,2,none,na,-19.11217415,33.48341471,707,8,uuid:1feb0108-4599-4bf9-8a07-1f5e66a50a0a
+Ruaca,2016-11-18T00:00:00Z,71,2017-04-09T15:00:19.000Z,2017-04-09T15:19:22.000Z,Manica,Manica,Bandula,12,yes,6,6,no,14,yes,yes,yes,yes,grass,burntbricks,NULL,earth,no,1,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,1,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  goats ;  poultry,NULL,3,no,no,radio ;  cow_plough ;  mobile_phone,NULL,2,Aug ;  Sept ;  Oct ;  Nov,rely_less_food ;  limit_variety ;  limit_portion ;  reduce_meals ;  restrict_adults ;  borrow_food ;  lab_ex_food,-19.11220603,33.48332601,696,4,uuid:761f9c49-ec93-4932-ba4c-cc7b78dfcef1
+Chirodzo,2016-11-16T00:00:00Z,127,2017-04-09T05:16:06.000Z,2017-04-09T05:27:41.000Z,Manica,Manica,Bandula,10,yes,4,4,no,18,no,no,no,no,grass,burntbricks,NULL,earth,no,3,8,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,pigs,NULL,1,no,no,mobile_phone,NULL,2,Aug ;  Sept ;  Oct,borrow_food ;  lab_ex_food,-19.11221396,33.48341359,676,8,uuid:f6d04b41-b539-4e00-868a-0f62b427587d
+Ruaca,2016-11-23T00:00:00Z,133,2017-04-09T05:27:46.000Z,2017-04-09T05:43:51.000Z,Manica,Manica,Bandula,2,no,5,5,yes,25,no,no,no,no,mabatisloping,burntbricks,NULL,earth,no,1,2,yes,1,1,yes,NULL,1,yes,Nov,2,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,yes,oxen ;  cows ;  goats ;  sheep ;  poultry,NULL,5,yes,no,cow_cart ;  car ;  lorry ;  motorcyle ;  bicycle ;  television ;  sterio ;  cow_plough ;  solar_panel ;  solar_torch ;  electricity ;  table ;  sofa_set ;  mobile_phone ;  fridge,NULL,3,Jan ;  Oct ;  Nov,na,-19.1041288,33.4777622,0,2099.999,uuid:429d279a-a519-4dcc-9f64-4673b0fd5d53
+Ruaca,2016-11-24T00:00:00Z,152,2017-04-09T05:47:31.000Z,2017-04-09T06:16:11.000Z,Manica,Manica,Bandula,15,yes,10,10,no,16,yes,no,yes,no,grass,burntbricks,NULL,cement,no,3,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,16,yes,no,NULL,yes,no,no,once,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,yes,motorcyle ;  bicycle ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.1121034,33.48344669,702,11,uuid:59738c17-1cda-49ee-a563-acd76f6bc487
+Ruaca,2016-11-24T00:00:00Z,153,2017-04-09T06:16:49.000Z,2017-04-09T06:28:48.000Z,Manica,Manica,Bandula,41,no,5,5,no,41,yes,yes,yes,yes,grass,burntbricks,NULL,earth,no,1,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,goats,NULL,1,yes,no,NULL,NULL,2,Oct ;  Nov,rely_less_food ;  limit_variety ;  limit_portion ;  reduce_meals ;  no_food ;  day_night_hungry,-19.11223572,33.48345393,691,12,uuid:7e7961ca-fa1c-4567-9bfa-a02f876e4e03
+God,2016-11-24T00:00:00Z,155,2017-04-09T06:35:16.000Z,2017-04-09T06:48:01.000Z,Manica,Manica,Bandula,5,no,4,4,no,4,no,no,no,no,grass,burntbricks,NULL,earth,no,2,1,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,no,none,NULL,1,yes,no,electricity,NULL,2,Jan ;  Sept ;  Oct ;  Nov ;  Dec,limit_variety ;  reduce_meals ;  borrow_food ;  go_forest ;  lab_ex_food,-19.11220708,33.48342364,713,13,uuid:77b3021b-a9d6-4276-aaeb-5bfcfd413852
+Ruaca,2016-11-25T00:00:00Z,178,2017-04-09T06:54:49.000Z,2017-04-09T07:14:16.000Z,Manica,Manica,Bandula,20,yes,5,5,no,79,yes,yes,yes,no,mabatisloping,burntbricks,NULL,earth,no,1,2,yes,3,3,yes,NULL,3,yes,Oct ;  Nov,20,yes,no,NULL,yes,yes,no,frequently,no,NULL,NULL,abt_half,yes,yes,oxen ;  cows ;  goats,NULL,3,no,no,radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.1123581,33.48355586,714,50,uuid:2186e2ec-f65a-47cc-9bc1-a0f36dd9591c
+God,2016-11-25T00:00:00Z,177,2017-04-09T07:59:49.000Z,2017-04-09T08:22:34.000Z,Manica,Manica,Bandula,11,yes,10,10,no,13,no,no,no,no,grass,sunbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Oct ;  Nov,11,no,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,yes,no,oxen ;  cows,NULL,2,yes,no,motorcyle ;  television ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,Nov,na,-19.1120537,33.48349493,713,9,uuid:87998c33-c8d2-49ec-9dae-c123735957ec
+Ruaca,2016-11-25T00:00:00Z,180,2017-04-09T08:23:05.000Z,2017-04-09T08:42:02.000Z,Manica,Manica,Bandula,4,no,7,7,no,50,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,1,yes,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov,4,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,cow_plough ;  solar_panel,NULL,3,Oct ;  Nov,rely_less_food ;  reduce_meals ;  lab_ex_food,-19.11204921,33.48346659,701,4,uuid:ece89122-ea99-4378-b67e-a170127ec4e6
+God,2016-11-25T00:00:00Z,181,2017-04-09T08:43:08.000Z,2017-04-09T09:07:48.000Z,Manica,Manica,Bandula,20,yes,11,11,no,25,yes,no,yes,no,mabatipitched,sunbricks,NULL,earth,yes,4,2,yes,1,1,yes,NULL,1,yes,Sept ;  Oct,23,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11207501,33.48351086,701,5,uuid:bf373763-dca5-4906-901b-d1bacb4f0286
+God,2016-11-25T00:00:00Z,182,2017-04-09T09:08:04.000Z,2017-04-09T09:34:12.000Z,Manica,Manica,Bandula,20,no,7,7,no,21,no,no,no,no,mabatipitched,muddaub,NULL,earth,no,2,3,yes,1,1,yes,NULL,1,yes,Sept ;  Oct ;  Nov,20,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows,NULL,2,yes,no,solar_panel,NULL,3,Jan ;  Feb ;  Nov ;  Dec,na,-19.11204151,33.48345447,694,4,uuid:394033e8-a6e2-4e39-bfac-458753a1ed78
+God,2016-11-28T00:00:00Z,186,2017-04-09T15:20:26.000Z,2017-04-09T15:46:14.000Z,Manica,Manica,Manica,24,no,7,7,no,24,yes,no,yes,no,grass,muddaub,NULL,earth,no,1,1,no,1,1,yes,NULL,1,yes,Sept ;  Oct,21,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows,NULL,2,no,no,cow_plough ;  mobile_phone,NULL,3,none,na,-19.11232028,33.48346266,690,10,uuid:268bfd97-991c-473f-bd51-bc80676c65c6
+God,2016-11-28T00:00:00Z,187,2017-04-09T15:48:14.000Z,2017-04-09T16:12:46.000Z,Manica,Manica,Bandula,1,yes,5,5,no,43,yes,no,no,yes,grass,muddaub,NULL,earth,no,3,2,yes,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,24,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,none,na,-19.1122345,33.48349248,691,13,uuid:0a42c9ee-a840-4dda-8123-15c1bede5dfc
+God,2016-11-28T00:00:00Z,195,2017-04-09T16:13:19.000Z,2017-04-09T16:35:24.000Z,Manica,Manica,Bandula,7,yes,5,5,no,48,yes,yes,no,no,grass,burntbricks,NULL,earth,no,3,1,no,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,5,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  poultry,NULL,3,no,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_torch,NULL,2,Sept ;  Oct ;  Nov,lab_ex_food,-19.11220559,33.48342104,706,9,uuid:2c132929-9c8f-450a-81ff-367360ce2c19
+God,2016-11-28T00:00:00Z,196,2017-04-09T18:00:41.000Z,2017-04-09T18:31:40.000Z,Manica,Manica,Bandula,21,yes,7,7,no,49,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,2,2,no,2,2,yes,NULL,2,yes,Oct ;  Nov,21,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,radio ;  cow_plough ;  mobile_phone,NULL,3,none,na,-19.11220357,33.48340018,694,10,uuid:44e427d1-a448-4bf2-b529-7d67b2266c06
+God,2016-11-28T00:00:00Z,197,2017-04-09T18:32:09.000Z,2017-04-09T19:14:52.000Z,Manica,Manica,Bandula,11,no,5,5,yes,19,yes,yes,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,2,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov,11,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,yes,bicycle ;  television ;  radio ;  cow_plough ;  solar_torch ;  table ;  mobile_phone,NULL,2,Nov,rely_less_food ;  limit_variety ;  reduce_meals,-19.11218716,33.4833828,714,11,uuid:85c99fd2-775f-40c9-8654-68223f59d091
+God,2016-11-28T00:00:00Z,198,2017-04-09T19:15:21.000Z,2017-04-09T19:27:56.000Z,Manica,Manica,Bandula,11,no,3,3,no,49,no,no,no,no,grass,burntbricks,NULL,earth,no,1,1,no,2,2,yes,NULL,2,yes,Jan ;  Dec,11,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,yes,no,none,NULL,1,yes,no,NULL,NULL,3,Nov,reduce_meals ;  lab_ex_food,-19.11212338,33.48338774,716,7,uuid:28c64954-739c-444c-a6e0-355878e471c8
+God,2016-11-21T00:00:00Z,201,2017-04-09T19:31:47.000Z,2017-04-09T19:45:38.000Z,Manica,Manica,Bandula,6,yes,4,4,no,6,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,1,2,no,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,oxen ;  cows,NULL,2,yes,no,bicycle ;  radio ;  solar_torch ;  mobile_phone,NULL,2,Oct ;  Nov ;  Dec,borrow_food ;  lab_ex_food,-19.11217226,33.48338504,685,10,uuid:9e79a31c-3ea5-44f0-80f9-a32db49422e3
+God,2016-11-17T00:00:00Z,202,2017-04-09T19:48:09.000Z,2017-04-09T20:08:15.000Z,Manica,Manica,Bandula,12,yes,12,12,no,12,no,no,no,no,mabatisloping,burntbricks,NULL,cement,no,2,4,yes,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov ;  Dec,9,yes,no,NULL,yes,no,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Feb ;  Mar ;  Oct ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  lab_ex_food,-19.11218863,33.48340466,705,5,uuid:06d39051-38ef-4757-b68b-3327b1f16b9d
+Ruaca,2017-04-26T00:00:00Z,72,2017-04-26T15:46:24.000Z,2017-04-26T16:13:33.000Z,Manica,Manica,Bandula,24,yes,6,6,no,24,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,2,1,no,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct ;  Nov,4,yes,no,NULL,yes,yes,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,bicycle ;  radio ;  cow_plough,NULL,2,Jan ;  Aug ;  Sept ;  Oct ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  limit_portion ;  reduce_meals ;  lab_ex_food,-19.11221489,33.48347358,716,5,uuid:c4a2c982-244e-45a5-aa4b-71fa53f99e18
+Ruaca,2017-04-26T00:00:00Z,73,2017-04-26T16:13:50.000Z,2017-04-26T16:45:01.000Z,Manica,Manica,Bandula,6,yes,7,7,no,9,yes,no,no,no,mabatisloping,burntbricks,NULL,cement,no,2,2,no,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,4,yes,yes,cheaper ;  less_work ;  train_outside_org,yes,no,no,more_once,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Jan ;  Sept ;  Oct,rely_less_food ;  limit_variety,-19.11219747,33.48341488,714,4,uuid:ac3da862-9e6c-4962-94b6-f4c31624f207
+Ruaca,2017-04-26T00:00:00Z,76,2017-04-26T16:45:28.000Z,2017-04-26T17:26:21.000Z,Manica,Manica,Bandula,22,yes,17,17,no,48,yes,yes,yes,yes,mabatipitched,burntbricks,NULL,cement,no,5,2,no,6,6,yes,NULL,6,yes,Sept ;  Oct,22,yes,no,NULL,yes,yes,no,more_once,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11220193,33.48341762,702,9,uuid:4178a296-903a-4a8e-9cfa-0cd6143476e8
+Ruaca,2017-04-27T00:00:00Z,83,2017-04-27T12:27:31.000Z,2017-04-27T12:56:42.000Z,Manica,Manica,Bandula,17,yes,5,5,no,22,no,no,no,no,mabatisloping,burntbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct,17,yes,no,NULL,yes,no,no,never,no,NULL,NULL,abt_half,no,no,oxen ;  cows,NULL,2,no,no,radio ;  cow_plough ;  solar_torch,NULL,2,Aug ;  Sept ;  Oct,borrow_food ;  lab_ex_food,-19.11231638,33.48349754,693,33,uuid:a1e9df00-c8ae-411c-931c-c7df898c68d0
+Ruaca,2017-04-27T00:00:00Z,85,2017-04-27T12:58:02.000Z,2017-04-27T13:23:06.000Z,Manica,Manica,Bandula,12,yes,7,7,no,40,yes,yes,yes,yes,grass,sunbricks,NULL,earth,no,3,1,no,3,3,yes,NULL,3,yes,Sept ;  Oct,12,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,yes,yes,oxen ;  cows,NULL,2,yes,no,radio ;  cow_plough,NULL,2,Oct ;  Nov,na,-19.11235114,33.48358508,697,10,uuid:4d0f472b-f8ae-4026-87c9-6b5be14b0a70
+God,2017-04-27T00:00:00Z,89,2017-04-27T16:11:23.000Z,2017-04-27T16:41:41.000Z,Manica,Manica,Bandula,10,no,5,5,no,10,yes,yes,no,yes,mabatisloping,burntbricks,NULL,cement,yes,2,2,yes,2,2,yes,NULL,2,yes,Sept ;  Oct,10,no,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,oxen ;  cows ;  goats,NULL,3,no,no,bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Oct ;  Nov,rely_less_food ;  limit_variety ;  go_forest ;  lab_ex_food,-19.11231667,33.48348329,710,13,uuid:b3b309c6-f234-4830-8b30-87d26a17ee1d
+God,2017-04-27T00:00:00Z,101,2017-04-27T16:42:02.000Z,2017-04-27T18:11:54.000Z,Manica,Manica,Bandula,10,no,3,3,no,4,yes,yes,no,no,grass,muddaub,NULL,earth,no,1,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,10,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,yes,goats,NULL,1,no,yes,bicycle ;  solar_torch,NULL,3,Sept ;  Oct ;  Nov,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  borrow_food ;  lab_ex_food,-19.11223501,33.48341767,702,11,uuid:3c174acd-e431-4523-9ad6-eb14cddca805
+Ruaca,2017-04-27T00:00:00Z,103,2017-04-27T17:38:53.000Z,2017-04-27T18:09:45.000Z,Manica,Manica,Bandula,50,no,6,6,no,96,yes,yes,yes,yes,mabatisloping,sunbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov,10,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,yes,no,oxen ;  cows ;  goats ;  pigs ;  poultry,NULL,5,yes,no,cow_cart ;  cow_plough ;  solar_panel ;  sofa_set ;  mobile_phone,NULL,3,Jan ;  Feb ;  Dec,go_forest,-19.11219049,33.48337002,712,9,uuid:e9d79844-ef14-493b-bbd6-d13691cc660e
+Ruaca,2017-04-28T00:00:00Z,102,2017-04-28T06:27:07.000Z,2017-04-28T06:52:04.000Z,Manica,Manica,Bandula,15,yes,12,12,no,15,no,no,no,no,mabatisloping,burntbricks,NULL,earth,no,3,2,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct,2,yes,no,NULL,yes,yes,no,frequently,no,NULL,NULL,less_half,no,yes,cows ;  goats,NULL,2,no,no,cow_plough ;  table ;  sofa_set ;  mobile_phone,NULL,3,Jan ;  Feb,lab_ex_food,-19.04413333,33.40388996,691,11,uuid:76206b0b-af74-4344-b24f-81e839f0d7b0
+Ruaca,2017-04-28T00:00:00Z,78,2017-04-28T07:09:39.000Z,2017-04-28T07:31:38.000Z,Manica,Manica,Bandula,20,no,6,6,no,48,yes,no,yes,no,mabatipitched,burntbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept,20,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,abt_half,no,no,oxen ;  cows,NULL,2,no,no,cow_plough,NULL,2,Aug ;  Sept ;  Oct,na,-19.04402591,33.40398184,723,11,uuid:da3fa7cc-5ce9-44fd-9a78-b8982b607515
+Ruaca,2017-04-28T00:00:00Z,80,2017-04-28T09:01:47.000Z,2017-04-28T09:25:51.000Z,Manica,Manica,Bandula,12,no,5,5,no,12,no,no,no,no,mabatipitched,muddaub,NULL,earth,no,1,1,no,1,1,yes,NULL,1,yes,Sept ;  Oct ;  Nov,12,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,yes,none,NULL,1,yes,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch,NULL,3,none,na,-19.04415001,33.40390046,689,6,uuid:a85df6df-0336-46fa-a9f4-522bf6f8b438
+Ruaca,2017-04-28T00:00:00Z,104,2017-04-28T14:25:13.000Z,2017-04-28T15:18:10.000Z,Manica,Manica,Bandula,35,no,14,14,no,52,yes,no,yes,no,grass,sunbricks,NULL,cement,no,4,1,yes,4,4,yes,NULL,4,yes,Aug ;  Sept,16,yes,no,NULL,yes,no,no,never,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats ;  pigs,NULL,4,yes,no,cow_cart ;  bicycle ;  cow_plough,NULL,3,Jan ;  Feb ;  Dec,go_forest ;  lab_ex_food,-19.11225606,33.4833734,711,9,uuid:bb2bb365-7d7d-4fe9-9353-b21269676119
+Ruaca,2017-04-28T00:00:00Z,105,2017-04-28T15:32:38.000Z,2017-04-28T15:58:10.000Z,Manica,Manica,Bandula,20,yes,6,6,no,40,yes,no,yes,no,mabatisloping,sunbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov,1,yes,no,NULL,yes,yes,no,frequently,no,NULL,NULL,more_half,no,yes,cows ;  poultry,NULL,2,yes,yes,motorcyle ;  radio ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,Jan ;  Feb ;  Dec,lab_ex_food,-19.11221203,33.48350526,735,11,uuid:af0904ee-4fdb-4090-973f-599c81ddf022
+God,2017-04-30T00:00:00Z,106,2017-04-30T05:51:18.000Z,2017-04-30T06:47:01.000Z,Manica,Manica,Bandula,22,yes,15,15,no,22,no,no,no,no,mabatisloping,sunbricks,NULL,cement,yes,4,5,yes,5,5,yes,NULL,5,yes,Aug ;  Sept ;  Oct ;  Nov,21,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,yes,no,oxen ;  cows,NULL,2,yes,no,cow_cart ;  motorcyle ;  bicycle ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Oct ;  Nov ;  Dec,lab_ex_food ;  seek_government,-19.11220965,33.48340866,709,5,uuid:468797c1-4a65-4f35-9c83-e28ce46972a2
+God,2017-05-03T00:00:00Z,109,2017-05-03T13:14:43.000Z,2017-05-03T13:37:53.000Z,Manica,Manica,Bandula,12,yes,4,4,no,12,yes,no,yes,no,grass,sunbricks,NULL,earth,no,1,1,yes,3,3,no,3,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  table,NULL,3,July ;  Aug ;  Sept ;  Oct ;  Nov,rely_less_food ;  limit_portion ;  reduce_meals,-19.11222402,33.48338036,699,10,uuid:602cd3f6-4a97-49c6-80e3-bcfd5c78dfa4
+Ruaca,2017-05-03T00:00:00Z,110,2017-05-03T13:37:57.000Z,2017-05-03T13:58:06.000Z,Manica,Manica,Bandula,22,no,6,6,no,22,yes,yes,yes,yes,mabatisloping,sunbricks,NULL,cement,no,2,3,yes,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct ;  Nov,22,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,bicycle ;  radio ;  cow_plough ;  table ;  mobile_phone,NULL,2,none,na,-19.11219756,33.48339714,704,9,uuid:e7c51ac4-24e4-475e-88e7-f85e896945e3
+Ruaca,2017-05-03T00:00:00Z,113,2017-05-03T14:00:13.000Z,2017-05-03T14:27:03.000Z,Manica,Manica,Bandula,16,no,11,11,yes,26,yes,no,no,no,mabatisloping,burntbricks,NULL,cement,no,2,3,yes,3,3,yes,NULL,3,yes,Sept ;  Oct,2,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,yes,no,oxen ;  cows ;  goats ;  poultry,NULL,4,no,no,cow_cart ;  motorcyle ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,none,na,-19.11222682,33.48340708,706,12,uuid:01210861-aba1-4268-98d0-0260e05f5155
+Ruaca,2017-05-04T00:00:00Z,118,2017-05-04T10:26:35.000Z,2017-05-04T10:46:35.000Z,Manica,Manica,Bandula,6,no,5,5,no,25,yes,yes,yes,no,grass,muddaub,NULL,earth,no,2,1,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,yes,no,radio ;  solar_torch ;  mobile_phone,NULL,3,Oct ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  borrow_food ;  lab_ex_food,-19.11220573,33.48344178,713,9,uuid:77335b2e-8812-4a35-b1e5-ca9ab626dfea
+Ruaca,2017-05-04T00:00:00Z,125,2017-05-04T10:47:05.000Z,2017-05-04T11:16:05.000Z,Manica,Manica,Bandula,7,yes,5,5,no,14,no,yes,no,yes,mabatisloping,burntbricks,NULL,earth,no,1,1,no,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct ;  Nov,3,yes,yes,less_work,no,NULL,no,more_once,no,NULL,NULL,less_half,yes,yes,oxen ;  cows,NULL,2,no,yes,bicycle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,Jan ;  Sept ;  Oct ;  Nov ;  Dec,borrow_food ;  lab_ex_food,-19.11218005,33.4834101,682,11,uuid:02b05c68-302e-4e7a-b229-81cb1377fd29
+Ruaca,2017-05-04T00:00:00Z,119,2017-05-04T11:16:57.000Z,2017-05-04T11:38:38.000Z,Manica,Manica,Bandula,14,no,3,3,yes,14,yes,no,no,no,grass,muddaub,NULL,earth,no,4,1,no,2,2,yes,NULL,2,no,NULL,3,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,no,no,bicycle ;  cow_plough ;  solar_panel ;  mobile_phone,NULL,3,none,na,-19.11225658,33.48334839,706,5,uuid:fa201fce-4e94-44b8-b435-c558c2e1ed55
+Ruaca,2017-05-11T00:00:00Z,115,2017-05-11T05:24:25.000Z,2017-05-11T05:41:56.000Z,Manica,Manica,Bandula,16,no,4,4,no,16,yes,yes,no,no,mabatisloping,sunbricks,NULL,cement,no,3,2,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,none,na,-19.1114691,33.4761047,0,20,uuid:628fe23d-188f-43e4-a203-a4bf3257d461
+God,2017-05-11T00:00:00Z,108,2017-05-11T05:42:08.000Z,2017-05-11T06:08:58.000Z,Manica,Manica,Bandula,22,no,15,15,no,22,no,yes,no,yes,mabatisloping,burntbricks,NULL,cement,no,3,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,16,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,no,cow_cart ;  bicycle ;  radio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Aug ;  Sept ;  Oct ;  Nov,rely_less_food ;  limit_portion ;  reduce_meals,-19.1114691,33.4761047,0,20,uuid:e4f4d6ba-e698-45a5-947f-ba6da88cc22b
+Ruaca,2017-05-11T00:00:00Z,116,2017-05-11T06:09:56.000Z,2017-05-11T06:22:19.000Z,Manica,Manica,Bandula,21,yes,5,5,no,25,no,no,no,no,grass,burntbricks,NULL,cement,no,2,3,yes,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  lab_ex_food,-19.1114691,33.4761047,0,20,uuid:cfee6297-2c0e-4f8a-94cc-9aaee0bd64cb
+Ruaca,2017-05-11T00:00:00Z,117,2017-05-11T06:28:02.000Z,2017-05-11T06:55:35.000Z,Manica,Manica,Bandula,1,no,10,10,no,28,yes,yes,yes,no,grass,muddaub,NULL,cement,no,1,4,no,1,1,no,1,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,none,NULL,1,yes,no,motorcyle ;  television ;  radio ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Feb ;  Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  borrow_food ;  lab_ex_food,-19.1114691,33.4761047,0,20,uuid:3fe626b3-c794-48e1-a80f-5bfe440c507b
+Ruaca,2017-05-18T00:00:00Z,144,2017-05-18T04:36:23.000Z,2017-05-18T05:02:38.000Z,Manica,Manica,Bandula,5,no,7,7,no,5,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,cement,no,3,4,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,5,yes,no,NULL,no,NULL,yes,frequently,yes,['farming'],NULL,abt_half,no,no,oxen ;  cows ;  goats ;  sheep,NULL,4,yes,no,cow_cart ;  television ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,2,none,na,-19.11218801,33.48342233,710,5,uuid:0670cef6-d233-4852-89d8-36955261b0a3
+Ruaca,2017-05-18T00:00:00Z,143,2017-05-18T05:55:04.000Z,2017-05-18T06:37:10.000Z,Manica,Manica,Bandula,24,yes,10,10,no,24,yes,no,no,no,grass,burntbricks,NULL,earth,no,3,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov,12,yes,no,NULL,no,NULL,no,frequently,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  television ;  radio ;  cow_plough ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Dec,rely_less_food ;  limit_variety,-19.1124845,33.4763322,0,1911,uuid:9a096a12-b335-468c-b3cc-1191180d62de
+Ruaca,2017-05-18T00:00:00Z,150,2017-05-18T10:37:37.000Z,2017-05-18T10:56:00.000Z,Manica,Manica,Bandula,8,no,7,7,no,8,no,yes,no,yes,grass,muddaub,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Apr ;  May ;  June ;  July ;  Aug ;  Sept ;  Oct ;  Nov,8,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,cows,NULL,1,no,yes,mobile_phone,NULL,3,Sept ;  Oct ;  Nov,reduce_meals ;  lab_ex_food,-19.11147739,33.47618369,709,17,uuid:92613d0d-e7b1-4d62-8ea4-451d7cd0a982
+God,2017-05-18T00:00:00Z,159,2017-05-18T10:56:16.000Z,2017-05-18T11:07:35.000Z,Manica,Manica,Bandula,17,yes,4,4,no,24,yes,no,yes,no,grass,sunbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,no,NULL,2,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,none,NULL,1,no,no,radio ;  solar_panel ;  solar_torch,NULL,3,Sept ;  Oct ;  Nov,lab_ex_food,-19.11149498,33.47617506,712,28,uuid:37577f91-d665-443e-8d70-b914954cef4b
+God,2017-06-03T00:00:00Z,160,2017-06-03T05:08:49.000Z,2017-06-03T05:32:19.000Z,Manica,Manica,Bandula,3,yes,7,7,no,13,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,2,2,no,3,3,yes,NULL,3,yes,Jan ;  Dec,3,yes,no,NULL,yes,yes,no,frequently,no,NULL,NULL,more_half,yes,yes,oxen ;  cows,NULL,2,yes,no,cow_cart ;  cow_plough ;  solar_torch ;  mobile_phone,NULL,2,Nov,lab_ex_food,-19.11218456,33.4834495,711,12,uuid:f22831ec-6bc3-4b73-9197-4b01e01abb66
+Ruaca,2017-06-03T00:00:00Z,165,2017-06-03T05:32:33.000Z,2017-06-03T05:51:49.000Z,Manica,Manica,Bandula,14,no,9,9,no,14,no,no,no,no,grass,burntbricks,NULL,earth,no,1,1,yes,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct ;  Nov ;  Dec,10,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,no,oxen ;  cows ;  goats,NULL,3,yes,no,cow_cart ;  motorcyle ;  bicycle ;  television ;  radio ;  cow_plough ;  solar_torch ;  electricity ;  table ;  sofa_set ;  mobile_phone ;  fridge,NULL,3,none,na,-19.11217437,33.48346513,708,9,uuid:62f3f7af-f0f3-4f88-b9e0-acf8baa49ae4
+Ruaca,2017-06-03T00:00:00Z,166,2017-06-03T05:53:28.000Z,2017-06-03T06:25:06.000Z,Manica,Manica,Bandula,16,no,11,11,no,16,yes,yes,yes,yes,grass,muddaub,NULL,earth,no,2,1,no,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct,2,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,goats,NULL,1,yes,no,bicycle ;  solar_torch ;  mobile_phone,NULL,2,Feb ;  Mar,go_forest ;  lab_ex_food,-19.1138589,33.4826653,0,1799.999,uuid:40aac732-94df-496c-97ba-5b67f59bcc7a
+Ruaca,2017-06-03T00:00:00Z,167,2017-06-03T06:25:09.000Z,2017-06-03T06:45:06.000Z,Manica,Manica,Bandula,16,no,8,8,no,24,yes,no,yes,no,grass,muddaub,NULL,earth,no,5,1,no,2,2,yes,NULL,2,yes,July ;  Aug ;  Sept ;  Oct ;  Nov ;  Dec,16,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,less_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,yes,motorcyle ;  radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,2,Jan ;  Nov ;  Dec,lab_ex_food,-19.1149887,33.4882685,0,2000,uuid:a9d1a013-043b-475d-a71b-77ed80abe970
+Ruaca,2017-06-03T00:00:00Z,174,2017-06-03T06:50:47.000Z,2017-06-03T07:20:21.000Z,Manica,Manica,Bandula,13,no,12,12,no,25,yes,yes,yes,yes,grass,burntbricks,NULL,cement,no,2,2,yes,3,3,yes,NULL,3,yes,Sept ;  Oct ;  Nov ;  Dec,13,yes,yes,cheaper,no,NULL,no,never,no,NULL,NULL,more_half,yes,no,oxen ;  cows ;  goats,NULL,3,yes,no,car ;  lorry ;  motorcyle ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  sofa_set ;  mobile_phone ;  fridge,NULL,3,Jan ;  Feb ;  Dec,lab_ex_food,-19.11216751,33.48340539,703,3,uuid:43ec6132-478c-4f87-878d-fb3c0c4d0c74
+Ruaca,2017-06-03T00:00:00Z,175,2017-06-03T07:21:48.000Z,2017-06-03T07:51:29.000Z,Manica,Manica,Bandula,11,no,7,7,no,36,yes,yes,yes,yes,mabatisloping,burntbricks,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Oct ;  Nov,11,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,no,oxen ;  cows ;  goats ;  poultry,NULL,4,yes,yes,motorcyle ;  bicycle ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,2,Jan ;  Oct ;  Nov ;  Dec,na,-19.11217963,33.48336019,705,5,uuid:64fc743e-8176-40f6-8ae4-36ae97fac1d9
+Ruaca,2017-06-03T00:00:00Z,189,2017-06-03T15:23:01.000Z,2017-06-03T15:53:10.000Z,Manica,Manica,Bandula,10,yes,15,15,no,16,no,yes,no,yes,mabatisloping,sunbricks,NULL,earth,no,2,1,yes,3,3,yes,NULL,3,yes,Aug ;  Sept ;  Oct ;  Nov ;  Dec,7,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats,NULL,3,yes,no,motorcyle ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  table ;  mobile_phone,NULL,3,Nov,na,-19.11216796,33.48341529,714,4,uuid:c17e374c-280b-4e78-bf21-74a7c1c73492
+Ruaca,2017-06-03T00:00:00Z,191,2017-06-03T15:54:03.000Z,2017-06-03T16:17:26.000Z,Manica,Manica,Bandula,3,no,10,10,no,5,yes,no,yes,no,mabatisloping,burntbricks,NULL,cement,yes,1,4,yes,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,3,yes,no,NULL,no,NULL,no,never,no,NULL,NULL,abt_half,no,no,cows,NULL,1,yes,no,radio ;  cow_plough ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,2,Oct ;  Nov ;  Dec,go_forest ;  lab_ex_food,-19.11219207,33.48338051,709,9,uuid:dad53aff-b520-4015-a9e3-f5fdf9168fe1
+Chirodzo,2017-06-03T00:00:00Z,192,2017-06-03T16:17:55.000Z,2017-06-03T17:16:39.000Z,Manica,Manica,Bandula,15,yes,9,9,no,20,yes,yes,yes,yes,grass,burntbricks,NULL,cement,yes,4,1,no,3,3,yes,NULL,3,yes,Sept ;  Nov,5,yes,no,NULL,no,NULL,no,once,no,NULL,NULL,more_half,yes,yes,none,NULL,1,yes,no,bicycle ;  television ;  radio ;  sterio ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Jan ;  Nov ;  Dec,borrow_food,-19.11215404,33.48335905,705,4,uuid:f94409a6-e461-4e4c-a6fb-0072d3d58b00
+Ruaca,2017-05-18T00:00:00Z,126,2017-05-18T04:13:37.000Z,2017-05-18T04:35:47.000Z,Manica,Manica,Bandula,5,yes,3,3,no,7,yes,yes,yes,yes,grass,burntbricks,NULL,earth,no,1,1,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,4,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,less_half,yes,yes,oxen ;  cows ;  goats,NULL,3,yes,no,motorcyle ;  radio ;  solar_panel,NULL,3,Oct ;  Nov ;  Dec,rely_less_food ;  lab_ex_food,-19.11219355,33.48337856,700,7,uuid:69caea81-a4e5-4e8d-83cd-9c18d8e8d965
+Ruaca,2017-06-04T00:00:00Z,193,2017-06-04T09:36:20.000Z,2017-06-04T10:13:32.000Z,Manica,Manica,Bandula,10,no,7,7,no,10,no,no,no,no,mabatisloping,cement,NULL,cement,yes,3,3,yes,4,4,yes,NULL,4,yes,Oct ;  Nov ;  Dec,10,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,yes,oxen ;  cows ;  goats,NULL,3,no,no,car ;  lorry ;  television ;  radio ;  sterio ;  cow_plough ;  solar_torch ;  electricity ;  table ;  sofa_set ;  mobile_phone ;  fridge,NULL,3,none,na,-19.11215668,33.48339039,720,9,uuid:5ccc2e5a-ea90-48b5-8542-69400d5334df
+Ruaca,2017-06-04T00:00:00Z,194,2017-06-04T10:13:36.000Z,2017-06-04T10:32:06.000Z,Manica,Manica,Bandula,5,no,4,4,no,5,no,no,yes,no,grass,muddaub,NULL,earth,no,2,1,no,2,2,yes,NULL,2,yes,Aug ;  Sept ;  Oct,2,yes,no,NULL,no,NULL,no,more_once,no,NULL,NULL,more_half,no,yes,poultry,NULL,1,no,no,radio ;  solar_panel ;  solar_torch ;  mobile_phone,NULL,3,Sept ;  Oct ;  Nov,lab_ex_food,-19.11227133,33.48347111,719,10,uuid:95c11a30-d44f-40c4-8ea8-ec34fca6bbbf
+Chirodzo,2017-06-04T00:00:00Z,199,2017-06-04T10:33:55.000Z,2017-06-04T10:52:22.000Z,Manica,Manica,Bandula,17,yes,7,7,no,17,no,no,no,no,mabatisloping,burntbricks,NULL,cement,yes,1,2,no,2,2,yes,NULL,2,yes,Sept ;  Oct ;  Nov,6,yes,no,NULL,yes,yes,no,more_once,yes,['farming' ;  'business'],NULL,more_half,yes,no,oxen ;  cows,NULL,2,yes,no,cow_cart ;  lorry ;  motorcyle ;  computer ;  television ;  radio ;  sterio ;  cow_plough ;  solar_panel ;  solar_torch ;  electricity ;  mobile_phone,NULL,3,Nov ;  Dec,rely_less_food ;  limit_variety ;  reduce_meals ;  restrict_adults ;  lab_ex_food,-19.11227751,33.48338952,711,5,uuid:ffc83162-ff24-4a87-8709-eff17abc0b3b
+Chirodzo,2017-06-04T00:00:00Z,200,2017-06-04T10:52:46.000Z,2017-06-04T11:08:13.000Z,Manica,Manica,Bandula,20,yes,8,8,no,20,no,yes,no,yes,mabatisloping,burntbricks,NULL,cement,no,1,2,yes,2,2,no,2,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,no,yes,oxen ;  goats ;  pigs,NULL,3,yes,no,radio ;  cow_plough ;  solar_panel ;  solar_torch ;  table ;  mobile_phone,NULL,3,Oct ;  Nov,rely_less_food ;  restrict_adults ;  borrow_food,-19.11218302,33.48337175,681,20,uuid:aa77a0d7-7142-41c8-b494-483a5b68d8a7
diff --git a/CDCF-Workshop-2A.openrefine.tar.gz b/CDCF-Workshop-2A.openrefine.tar.gz
new file mode 100644
index 0000000..103c8df
Binary files /dev/null and b/CDCF-Workshop-2A.openrefine.tar.gz differ
diff --git a/README.md b/README.md
index 301c625..6a247a8 100644
--- a/README.md
+++ b/README.md
@@ -1,16 +1,37 @@
 # About this repository
 
-This repository was generated by <NAME> as part of a Data Wrangling and Versioning workshop, which took place at the [Canadian Data Curation Forum](https://data-curation.github.io/).
+This repository was generated by **Lee Wilson** as part of a Data Wrangling and Versioning workshop, which took place at the [Canadian Data Curation Forum](https://data-curation.github.io/).
+
+## Snippet of code 
+```
+[
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "interview_date",
+    "expression": "value.toDate()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column interview_date using expression value.toDate()"
+  },
+ ]
+ ``` 
+
+Access the original at [https://ndownloader.figshare.com/files/11502815](https://ndownloader.figshare.com/files/11502815)
 
 -------------------
 # GENERAL INFORMATION
 
-Title of Dataset:
+Title of Dataset: Studying African Farmer-Led Irrigation (SAFI) Analysis
 
 Author Information (Name, Institution, Address, Email)
 
-	Principal Investigator:
-	Associate or Co-investigator:
+	Principal Investigator: Lee Wilson
+	Associate or Co-investigator: Jay Brodeur
 	Alternate Contact(s):
 
 Date of data collection (single date, range, approximate date): <suggested format YYYYMMDD>
diff --git a/script.txt b/script.txt
new file mode 100644
index 0000000..ec25270
--- /dev/null
+++ b/script.txt
@@ -0,0 +1,299 @@
+[
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "interview_date",
+    "expression": "value.toDate()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column interview_date using expression value.toDate()"
+  },
+  {
+    "op": "core/mass-edit",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "village",
+    "expression": "value",
+    "edits": [
+      {
+        "from": [
+          "Ruaca",
+          "Ruca"
+        ],
+        "fromBlank": false,
+        "fromError": false,
+        "to": "Ruaca"
+      },
+      {
+        "from": [
+          "Ruaca-Nhamuenda",
+          "Ruaca - Nhamuenda"
+        ],
+        "fromBlank": false,
+        "fromError": false,
+        "to": "Ruaca-Nhamuenda"
+      }
+    ],
+    "description": "Mass edit cells in column village"
+  },
+  {
+    "op": "core/mass-edit",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "village",
+    "expression": "value",
+    "edits": [
+      {
+        "from": [
+          "Chirdozo"
+        ],
+        "fromBlank": false,
+        "fromError": false,
+        "to": "Chirodzo"
+      }
+    ],
+    "description": "Mass edit cells in column village"
+  },
+  {
+    "op": "core/mass-edit",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "village",
+    "expression": "value",
+    "edits": [
+      {
+        "from": [
+          "Ruaca-Nhamuenda"
+        ],
+        "fromBlank": false,
+        "fromError": false,
+        "to": "Ruaca"
+      }
+    ],
+    "description": "Mass edit cells in column village"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "months_no_water",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column months_no_water using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "no_food_mitigation",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column no_food_mitigation using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "liv_owned",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column liv_owned using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "items_owned",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column items_owned using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "months_lack_food",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column months_lack_food using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "res_change",
+    "expression": "grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column res_change using expression grel:value.replace(\"[\",\"\").replace(\"'\",\"\").replace(\"]\",\"\")"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "respondent_wall_type",
+    "expression": "value.trim()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column respondent_wall_type using expression value.trim()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "gps_Altitude",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column gps_Altitude using expression value.toNumber()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "gps_Latitude",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column gps_Latitude using expression value.toNumber()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "gps_Longitude",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column gps_Longitude using expression value.toNumber()"
+  },
+  {
+    "op": "core/column-move",
+    "columnName": "village",
+    "index": 61,
+    "description": "Move column village to position 61"
+  },
+  {
+    "op": "core/column-move",
+    "columnName": "village",
+    "index": 0,
+    "description": "Move column village to position 0"
+  },
+  {
+    "op": "core/mass-edit",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "village",
+    "expression": "value",
+    "edits": [
+      {
+        "from": [
+          "49"
+        ],
+        "fromBlank": false,
+        "fromError": false,
+        "to": "Chirodzo"
+      }
+    ],
+    "description": "Mass edit cells in column village"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "years_farm",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column years_farm using expression value.toNumber()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "no_membrs",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column no_membrs using expression value.toNumber()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "buildings_in_compound",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column buildings_in_compound using expression value.toNumber()"
+  },
+  {
+    "op": "core/text-transform",
+    "engineConfig": {
+      "facets": [],
+      "mode": "row-based"
+    },
+    "columnName": "village",
+    "expression": "value.toNumber()",
+    "onError": "keep-original",
+    "repeat": false,
+    "repeatCount": 10,
+    "description": "Text transform on cells in column village using expression value.toNumber()"
+  }
+]
\ No newline at end of file