diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index eecd53784b59a3a3a0fa97fda19f685f178def25..346ab252a72ef4f5b39e487b5d5a52fd4e19d305 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -214,15 +214,6 @@ full_fat_epi:
     - >
       cd $CI_PROJECT_DIR/tests/integration/full/
 
-      python3 full_test_survey.py 
-      --sys_config /storage/app/EWS_prod/regions/EastAfrica/resources/configs/coordinator/fc/sys_config_EastAfrica_fc_live.json
-      --config /storage/app/EWS_prod/regions/EastAfrica/resources/configs/coordinator/fc/survey_config_EastAfrica_fc_live.json
-      --outdir ${TEST_WORKSPACE_DIR}/integration/full/
-      --email_cred /storage/app/EWS_prod/envs/credentials/Cred_gmail.json
-      --run_date_type $FULL_FAT_RUN_DATE_TYPE
-      --custom_run_date $CUSTOM_RUN_DATE
-      --custom_dir_prefix "temp_advisory_$RUN_TIME"
-
       python3 full_test_deposition.py 
       --sys_config /storage/app/EWS_prod/regions/EastAfrica/resources/configs/coordinator/fc/sys_config_EastAfrica_fc_live.json
       --config /storage/app/EWS_prod/regions/EastAfrica/resources/configs/coordinator/fc/depo_config_EastAfrica_fc_live.json
diff --git a/tests/integration/partial/test_advisory.py b/tests/integration/partial/test_advisory.py
index 9deb9845814acf6a3b183de2bcc575512e9ea919..0e0584298806af0bb2ae2cbb9ad48ea56d9361d9 100644
--- a/tests/integration/partial/test_advisory.py
+++ b/tests/integration/partial/test_advisory.py
@@ -31,6 +31,7 @@ class TestAdvisory(BaseAdvisoryTestSuite.AdvisoryTestSuite):
         self.set_expected_values()
 
         if IntegrationTestUtils.TEST_OUT_PATH is None or not os.path.isdir(IntegrationTestUtils.TEST_OUT_PATH):
+        # if True:
             TestAdvisory.write_temp_run_config_files()
             TestAdvisory.unpack_dependencies()
             TestAdvisory.run_advisory_pipeline()
diff --git a/tests/integration/partial/test_survey.py b/tests/integration/partial/test_survey.py
index 3bf28772a863f587b800b8f37afbf13e9e9ef258..42b8c984515f73cd223e005f6bedc48cf6a4d763 100644
--- a/tests/integration/partial/test_survey.py
+++ b/tests/integration/partial/test_survey.py
@@ -29,6 +29,7 @@ class TestSurvey(BaseSurveyTestSuite.SurveyTestSuite):
 
         if IntegrationTestUtils.TEST_OUT_PATH is None or not os.path.isdir(
                 IntegrationTestUtils.TEST_OUT_PATH):
+        # if True:
             TestSurvey.write_temp_run_config_file()
             TestSurvey.unpack_dependencies()
             TestSurvey.run_survey_pipeline()
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/advisory_builder/logos_Ethiopia_plotting.png b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/advisory_builder/logos_Ethiopia_plotting.png
deleted file mode 100644
index f6d7a41a698089ce5e6c84c1a50b78556a0f9009..0000000000000000000000000000000000000000
Binary files a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/advisory_builder/logos_Ethiopia_plotting.png and /dev/null differ
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/LIVE_SURVEYDATA_TOUSE.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/LIVE_SURVEYDATA_TOUSE.csv
index 898c15cd9fc7fa38444849a38517c6b31ad3f463..b8204cee94910e319f4f46c618a6b86dc8a9d169 100644
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/LIVE_SURVEYDATA_TOUSE.csv
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/LIVE_SURVEYDATA_TOUSE.csv
@@ -1,2 +1 @@
-SubmissionDate,start,end,today,deviceid,subscriberid,imei,phonenumber,username,surveyor_infromation-country,surveyor_infromation-surveyor_name,surveyor_infromation-institution,survey_infromation-location_name,survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location-Altitude,survey_infromation-location-Accuracy,survey_infromation-survey_date,site_information-survey_site,site_information-crop,site_information-field_area,site_information-variety,site_information-growth_stage,other_crop,stem_rust-stemrust_incidence,stem_rust-Stemrust_severity,stem_rust-stemrust_host_plant_reaction,leaf_rust-leafrust_incidence,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,yellow_rust-yellowrust_incidence,yellow_rust-yellowrust_severity,yellow_rust-yellowrust_host_plant_reaction,septoria-septoria_incidence,septoria-septoria_severity,other_diseases_group-other_diseases,score_diseases_count,SET-OF-score_diseases,samples_collected,samples_type,sample_size-number_stemrust_live,sample_size-number_stemrust_dead_dna,sample_size-number_yellowrust_live,sample_size-number_yellowrust_dead,sample_size-number_leafrust_live,sample_size-using_barcode,live_stemrust_samples_count,SET-OF-live_stemrust_samples,dead_stemrust_samples_count,SET-OF-dead_stemrust_samples,live_yellowrust_samples_count,SET-OF-live_yellowrust_samples,dead_yellowrust_samples_count,SET-OF-dead_yellowrust_samples,live_leafrust_samples_count,SET-OF-live_leafrust_samples,comment,meta-instanceID,KEY,Origin
-17-09-21 8:00,10-09-21 9:00,10-09-21 9:03,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2610515,39.4485883,2841.798221,3.95,10-Sep-21,farmer_field,bread_wheat,0.25,Kekeba,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance far from the inspected field,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931,ODK-server
+KEY,published_level,origin,latitude,longitude,variety,growth_stage,survey_site,country,field_area,survey_date,severity_yellow_rust,incidence_yellow_rust,severity_stem_rust,incidence_stem_rust,severity_leaf_rust,incidence_leaf_rust
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/SurveyDataErrorsToRemove.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/SurveyDataErrorsToRemove.csv
index 41e8e7ffb35148c43c979d18c5511755530a8b48..b8204cee94910e319f4f46c618a6b86dc8a9d169 100644
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/SurveyDataErrorsToRemove.csv
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/SURVEYDATA_MANUAL/SurveyDataErrorsToRemove.csv
@@ -1,2 +1 @@
-SubmissionDate,start,end,today,deviceid,subscriberid,imei,phonenumber,username,surveyor_infromation-country,surveyor_infromation-surveyor_name,surveyor_infromation-institution,survey_infromation-location_name,survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location-Altitude,survey_infromation-location-Accuracy,survey_infromation-survey_date,site_information-survey_site,site_information-crop,site_information-field_area,site_information-variety,site_information-growth_stage,other_crop,stem_rust-stemrust_incidence,stem_rust-Stemrust_severity,stem_rust-stemrust_host_plant_reaction,leaf_rust-leafrust_incidence,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,yellow_rust-yellowrust_incidence,yellow_rust-yellowrust_severity,yellow_rust-yellowrust_host_plant_reaction,septoria-septoria_incidence,septoria-septoria_severity,other_diseases_group-other_diseases,score_diseases_count,SET-OF-score_diseases,samples_collected,samples_type,sample_size-number_stemrust_live,sample_size-number_stemrust_dead_dna,sample_size-number_yellowrust_live,sample_size-number_yellowrust_dead,sample_size-number_leafrust_live,sample_size-using_barcode,live_stemrust_samples_count,SET-OF-live_stemrust_samples,dead_stemrust_samples_count,SET-OF-dead_stemrust_samples,live_yellowrust_samples_count,SET-OF-live_yellowrust_samples,dead_yellowrust_samples_count,SET-OF-dead_yellowrust_samples,live_leafrust_samples_count,SET-OF-live_leafrust_samples,comment,meta-instanceID,KEY
-"Aug 6, 2018 12:43:06 PM","Jun 13, 2018 11:26:53 AM","Aug 6, 2018 12:42:21 PM","Jun 13, 2018",FC:19:10:89:E2:6B,"",FC:19:10:89:E2:6B,"",mekele,Ethiopia,tesfay gebrekirstos,Tigray Agricultural Research Institute,Ilala,13.5235519900,39.5033560800,1991.0000000000,5.0000000000,"Aug 6, 2018",farmer_field,bread_wheat,2.0000000000,mekele-1,tillering,"",high,20,mr,low,10,mr,high,50,s,medium,55,glume_blotch loose_smut pythium_root_rot scab_fusarium_head_blight take_all tan_spot,6,uuid:58cb6a0f-8e47-4339-8080-0e320234415c/score_diseases,no,"","","","","","","","","","","","","","","","","",There is potential inoculum for the future.,uuid:58cb6a0f-8e47-4339-8080-0e320234415c,uuid:58cb6a0f-8e47-4339-8080-0e320234415c
+KEY,published_level,origin,latitude,longitude,variety,growth_stage,survey_site,country,field_area,survey_date,severity_yellow_rust,incidence_yellow_rust,severity_stem_rust,incidence_stem_rust,severity_leaf_rust,incidence_leaf_rust
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/example_survey_run.zip b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/example_survey_run.zip
index 9ce7ea81864fbf85eab6226ab7ee1986f333ac7a..cf1dd5bf6562f6b0a293e9be40868a9d41938df3 100644
Binary files a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/example_survey_run.zip and b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/example_survey_run.zip differ
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/Processed_SurveyData.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/Processed_SurveyData.csv
index 932942a2489abc573c2fa75adb0ad2ad1ab148da..55e3056b280613deb590fac93925dc140b59160f 100644
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/Processed_SurveyData.csv
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/Processed_SurveyData.csv
@@ -1,17 +1,404 @@
-SubmissionDate,start,end,today,deviceid,subscriberid,imei,phonenumber,username,surveyor_infromation-country,surveyor_infromation-surveyor_name,surveyor_infromation-institution,survey_infromation-location_name,survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location-Altitude,survey_infromation-location-Accuracy,survey_infromation-survey_date,site_information-survey_site,site_information-crop,site_information-field_area,site_information-variety,site_information-growth_stage,other_crop,stem_rust-stemrust_incidence,stem_rust-Stemrust_severity,stem_rust-stemrust_host_plant_reaction,leaf_rust-leafrust_incidence,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,yellow_rust-yellowrust_incidence,yellow_rust-yellowrust_severity,yellow_rust-yellowrust_host_plant_reaction,septoria-septoria_incidence,septoria-septoria_severity,other_diseases_group-other_diseases,score_diseases_count,SET-OF-score_diseases,samples_collected,samples_type,sample_size-number_stemrust_live,sample_size-number_stemrust_dead_dna,sample_size-number_yellowrust_live,sample_size-number_yellowrust_dead,sample_size-number_leafrust_live,sample_size-using_barcode,live_stemrust_samples_count,SET-OF-live_stemrust_samples,dead_stemrust_samples_count,SET-OF-dead_stemrust_samples,live_yellowrust_samples_count,SET-OF-live_yellowrust_samples,dead_yellowrust_samples_count,SET-OF-dead_yellowrust_samples,live_leafrust_samples_count,SET-OF-live_leafrust_samples,comment,meta-instanceID,KEY,Origin
-09/09/2021 12:27,09/09/2021 08:31,09/09/2021 08:35,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Ensaro,9.7899702,38.9901927,2625.065592,4.1,09-Sep-21,farmer_field,bread_wheat,1.5,Dendea,boot,,none,9,na,none,9,na,none,9,na,high,11,,0,uuid:9c71d7bf-aa23-40b3-9cff-3ff3c2dfff69/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance next to the inspected field,uuid:9c71d7bf-aa23-40b3-9cff-3ff3c2dfff69,uuid:9c71d7bf-aa23-40b3-9cff-3ff3c2dfff69,ODK-server
-09/09/2021 12:27,09/09/2021 08:41,09/09/2021 09:24,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Ensaro,9.7826669,38.967345,2610.966789,4.12,09-Sep-21,farmer_field,bread_wheat,0.5,Dendea,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:e06ab8c8-0298-4a84-99c9-c91687fe3b20/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance from the inspected field,uuid:e06ab8c8-0298-4a84-99c9-c91687fe3b20,uuid:e06ab8c8-0298-4a84-99c9-c91687fe3b20,ODK-server
-09/09/2021 12:27,09/09/2021 09:20,09/09/2021 09:24,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Ensaro,9.8188568,38.8971876,2658.189759,4.52,09-Sep-21,farmer_field,bread_wheat,0.25,Dendea,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:bb900169-99cc-47c9-a686-4a886bcc5e20/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in 20m distance far from the inspected field,uuid:bb900169-99cc-47c9-a686-4a886bcc5e20,uuid:bb900169-99cc-47c9-a686-4a886bcc5e20,ODK-server
-09/09/2021 12:27,09/09/2021 08:53,09/09/2021 08:56,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Ensaro,9.7872333,38.9450767,2605.539388,4.4,09-Sep-21,farmer_field,bread_wheat,0.75,Dendea,boot,,none,9,na,none,9,na,none,9,na,high,21,,0,uuid:418c81a6-ad4a-418b-bb48-75c7e216a84f/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance next to the inspected field,uuid:418c81a6-ad4a-418b-bb48-75c7e216a84f,uuid:418c81a6-ad4a-418b-bb48-75c7e216a84f,ODK-server
-09/09/2021 12:27,09/09/2021 11:55,09/09/2021 11:58,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Sitadeberena wayu,9.7625373,39.1995265,2658.742692,4.966,09-Sep-21,farmer_field,bread_wheat,0.25,Hidasse,tillering,,none,9,na,none,9,na,none,9,na,none,0,,0,uuid:6ea645e8-82c6-4ceb-a73d-662d4ba5f9db/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m far from the inspected field,uuid:6ea645e8-82c6-4ceb-a73d-662d4ba5f9db,uuid:6ea645e8-82c6-4ceb-a73d-662d4ba5f9db,ODK-server
-09/09/2021 12:27,09/09/2021 12:05,09/09/2021 12:09,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Sitadeberena wayu,9.7722794,39.2202853,2633.107123,4.9,09-Sep-21,farmer_field,bread_wheat,0.36,Dendea,tillering,,none,9,na,none,9,na,none,9,na,high,21,,0,uuid:34f6c024-4339-469d-961d-2c782c1d5385/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in more than 20m far from the inspected field,uuid:34f6c024-4339-469d-961d-2c782c1d5385,uuid:34f6c024-4339-469d-961d-2c782c1d5385,ODK-server
-09/09/2021 12:27,09/09/2021 12:18,09/09/2021 12:21,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Sitadeberena wayu,9.7799582,39.2494707,2681.467324,4.5,09-Sep-21,farmer_field,bread_wheat,1,Dendea,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:1180b2c8-eb70-4bda-8120-972c3d124041/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance far from the inspected field,uuid:1180b2c8-eb70-4bda-8120-972c3d124041,uuid:1180b2c8-eb70-4bda-8120-972c3d124041,ODK-server
-17/09/2021 07:59,09/09/2021 12:33,09/09/2021 12:36,09-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan,Debre Birhan,Sitadeberena wayu,9.7948928,39.2821576,2678.497604,4.22,09-Sep-21,farmer_field,bread_wheat,0.5,Dendy,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:ac171059-8348-4fc4-aea5-05fdf7c4981d/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in than 20m distance far from the inspected field,uuid:ac171059-8348-4fc4-aea5-05fdf7c4981d,uuid:ac171059-8348-4fc4-aea5-05fdf7c4981d,ODK-server
-17/09/2021 08:00,10/09/2021 05:31,10/09/2021 05:35,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2162156,39.4416689,2889.112332,4.3,10-Sep-21,farmer_field,bread_wheat,0.25,Et13,boot,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:dd5ba279-3f18-4085-a421-5062a7d271c5/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found 29m far from the inspected field,uuid:dd5ba279-3f18-4085-a421-5062a7d271c5,uuid:dd5ba279-3f18-4085-a421-5062a7d271c5,ODK-server
-17/09/2021 08:00,10/09/2021 05:21,10/09/2021 05:37,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2076406,39.4287695,2749.971342,4.44,10-Sep-21,farmer_field,bread_wheat,1.5,Dendea,boot,,none,9,na,none,9,na,none,9,na,high,11,,0,uuid:69186570-fdf4-494c-8246-f239c75c524a/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found less than 20m far from the inspected field,uuid:69186570-fdf4-494c-8246-f239c75c524a,uuid:69186570-fdf4-494c-8246-f239c75c524a,ODK-server
-17/09/2021 08:00,10/09/2021 05:42,10/09/2021 05:46,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2140279,39.454929,2887.752475,4.9,10-Sep-21,farmer_field,bread_wheat,0.5,Dendea,tillering,,none,9,na,none,9,na,none,9,na,high,11,,0,uuid:36c5e99c-1f7a-4ccc-962b-18a74e238db6/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found 20m far from the inspected field,uuid:36c5e99c-1f7a-4ccc-962b-18a74e238db6,uuid:36c5e99c-1f7a-4ccc-962b-18a74e238db6,ODK-server
-17/09/2021 08:00,10/09/2021 06:01,10/09/2021 08:38,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.214412,39.4590797,2916.139899,4.14,10-Sep-21,farmer_field,bread_wheat,0.5,HR1685,heading,,none,9,na,none,9,na,high,2,s,low,11,,0,uuid:05e00e66-090c-4ec2-a01a-d7a465d9c08d/score_diseases,yes,yellowrust_live,,,1,,,yes,,,,,1,uuid:05e00e66-090c-4ec2-a01a-d7a465d9c08d/live_yellowrust_samples,,,,,A wheat field is found greater than 20m far from the inspected field,uuid:05e00e66-090c-4ec2-a01a-d7a465d9c08d,uuid:05e00e66-090c-4ec2-a01a-d7a465d9c08d,ODK-server
-17/09/2021 08:00,10/09/2021 08:05,10/09/2021 08:32,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.1989702,39.3881949,2599.125787,4.9,10-Sep-21,farmer_field,bread_wheat,0.5,Kekeba,flowering,,none,9,na,none,9,na,low,1,s,medium,22,,0,uuid:cdd71702-0759-4eb2-bd85-7708d8810ee7/score_diseases,yes,yellowrust_live,,,1,,,yes,,,,,1,uuid:cdd71702-0759-4eb2-bd85-7708d8810ee7/live_yellowrust_samples,,,,,A wheat field is found in less than 20m distance far from the inspected field,uuid:cdd71702-0759-4eb2-bd85-7708d8810ee7,uuid:cdd71702-0759-4eb2-bd85-7708d8810ee7,ODK-server
-17/09/2021 08:00,10/09/2021 08:49,10/09/2021 08:52,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2299071,39.4320178,2797.357158,4.5,10-Sep-21,farmer_field,bread_wheat,1,Dendea,boot,,none,9,na,none,9,na,none,9,na,high,11,,0,uuid:a68a5845-ea6b-450c-9568-d3cca4dfbf5f/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance far from the inspected field,uuid:a68a5845-ea6b-450c-9568-d3cca4dfbf5f,uuid:a68a5845-ea6b-450c-9568-d3cca4dfbf5f,ODK-server
-17/09/2021 08:00,10/09/2021 08:25,10/09/2021 08:36,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2001446,39.3881693,2589.284499,3.95,10-Sep-21,farmer_field,bread_wheat,0.25,Kekeba,heading,,none,9,na,none,9,na,low,1,s,low,11,,0,uuid:97909469-50f0-4df2-b2a1-c797fb3edb67/score_diseases,yes,yellowrust_live,,,1,,,yes,,,,,1,uuid:97909469-50f0-4df2-b2a1-c797fb3edb67/live_yellowrust_samples,,,,,A wheat field is found in greater than 20m distance far from the inspected field,uuid:97909469-50f0-4df2-b2a1-c797fb3edb67,uuid:97909469-50f0-4df2-b2a1-c797fb3edb67,ODK-server
-17/09/2021 08:00,10/09/2021 09:00,10/09/2021 09:03,10-Sep-21,collect:1qNmuTci1M7xyjou,,collect:1qNmuTci1M7xyjou,,debrebirhan,Ethiopia,Kalkidan Yalew,Debre Birhan,Hagere Mariyam,9.2610515,39.4485883,2841.798221,3.95,10-Sep-21,farmer_field,bread_wheat,0.25,Kekeba,tillering,,none,9,na,none,9,na,none,9,na,low,11,,0,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931/score_diseases,no,,,,,,,,,,,,,,,,,,A wheat field is found in less than 20m distance far from the inspected field,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931,uuid:f3896fd5-741c-4ef7-8497-cce9f395a931,ODK-server
+KEY,published_level,origin,latitude,longitude,variety,growth_stage,survey_site,country,field_area,survey_date,severity_yellow_rust,incidence_yellow_rust,severity_stem_rust,incidence_stem_rust,severity_leaf_rust,incidence_leaf_rust
+55229,Publ,ODK_01,8.0433893,39.1981914,Wane,Tillering,Farmer,Ethiopia,6.0,"Aug 15, 2022",0,none,0,none,0,none
+55308,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Tillering,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55309,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Tillering,,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+55310,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+55311,Publ,CSV_01,7.0417962,39.1589022,Unknown BW,Tillering,,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+55312,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Tillering,,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55313,Publ,CSV_01,6.9932722,39.2285165,Senate,Tillering,,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+55314,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55315,Publ,CSV_01,7.0047282,39.3735472,Danbal,Tillering,,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+55316,Publ,CSV_01,6.9521041,39.3863121,Unknown BW,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55317,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55318,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55319,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Tillering,,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+55320,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Tillering,,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55321,Publ,CSV_01,7.0064178,39.3423803,Daka,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55322,Publ,CSV_01,6.9967798,39.271886,Daka,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55323,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55324,Publ,CSV_01,6.990228,39.2195063,Daka,Tillering,,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55325,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+55326,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55327,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55328,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55329,Publ,CSV_01,7.0078334,39.0356226,Daka,Tillering,,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+55330,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Tillering,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55331,Publ,CSV_01,6.9983833,39.1460341,Unknown BW,Tillering,,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+55332,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Tillering,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63340,Publ,ODK_01,8.5940048,39.1498037,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,low,0,none
+63341,Publ,ODK_01,8.4654495,38.953209,Kekeba,Heading,Farmer,Ethiopia,0.5,"Sep 15, 2022",0,none,0,none,0,none
+63342,Publ,ODK_01,8.5251673,38.9053491,Kubsa,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63343,Publ,ODK_01,8.6686731,38.9026778,Kekeba,Flowering,Farmer,Ethiopia,2.0,"Sep 15, 2022",0,low,0,none,0,none
+63344,Publ,ODK_01,8.6055164,38.9138406,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63345,Publ,ODK_01,8.7800157,39.2951426,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63346,Publ,ODK_01,8.7215502,38.9306569,Unkwown,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63347,Publ,ODK_01,8.7848589,39.2766286,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63348,Publ,ODK_01,8.8887434,39.3966748,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63349,Publ,ODK_01,8.6426143,39.1701474,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63350,Publ,ODK_01,8.7201761,39.2095379,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63351,Publ,ODK_01,8.6512458,39.0687752,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63352,Publ,ODK_01,8.6913963,39.0326368,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63353,Publ,ODK_01,8.7195345,39.0116302,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63354,Publ,ODK_01,8.7500406,38.945117,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,low,0,none
+63355,Publ,ODK_01,7.4146,38.2159,Ogolccho,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",10,medium,0,none,0,none
+63356,Publ,ODK_01,7.4521,38.1624,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63357,Publ,ODK_01,7.7600355,38.132405,Ogolcho,Tillering,Farmer,Ethiopia,0.125,"Sep 16, 2022",0,none,0,none,0,none
+63358,Publ,ODK_01,7.4325,38.1759,kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",0,none,0,none,0,none
+63359,Publ,ODK_01,5.9002527,38.2566417,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63360,Publ,ODK_01,5.8865941,38.2574358,Wane,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63361,Publ,ODK_01,5.9212,38.2607767,Wane,Tillering,Farmer,Ethiopia,8.0,"Sep 19, 2022",0,none,0,none,0,none
+63362,Publ,ODK_01,5.8896588,38.2561156,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63363,Publ,ODK_01,5.9125893,38.263192,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63364,Publ,ODK_01,5.9138773,38.2625379,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63365,Publ,ODK_01,6.5481537,38.5021182,Wane,Tillering,Trial,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63366,Publ,ODK_01,6.5208273,38.4864923,Shorima,Tillering,Trial,Ethiopia,0.125,"Sep 19, 2022",0,none,0,none,0,none
+63367,Publ,ODK_01,6.4764707,38.5442538,Shorima,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",10,low,0,none,0,none
+63368,Publ,ODK_01,6.5256831,38.4875937,Shorima,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63369,Publ,ODK_01,6.5233044,38.4866611,Hidase,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63370,Publ,ODK_01,6.5479236,38.5940979,Ogolcho,Tillering,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63371,Publ,ODK_01,6.5473074,38.6234866,Danda'a,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63372,Publ,ODK_01,6.5285763,38.635564,,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63373,Publ,ODK_01,6.5863849,38.6083962,Boru,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63374,Publ,ODK_01,6.5864209,38.6083796,Shaki,Tillering,Trial,Ethiopia,,"Sep 19, 2022",0,none,0,none,0,none
+63375,Publ,ODK_01,6.5865336,38.6084874,Danda'a,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63376,Publ,ODK_01,6.5701068,38.5485672,HB13,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63377,Publ,ODK_01,7.489676,38.206778,,Flowering,Farmer,Ethiopia,1.5,"Sep 19, 2022",10,low,0,none,0,none
+63378,Publ,ODK_01,7.4853883,38.2127383,Kubsa,Milk,Farmer,Ethiopia,2.0,"Sep 19, 2022",50,medium,30,medium,0,none
+63379,Publ,ODK_01,7.4811334,38.218147,,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63380,Publ,ODK_01,7.4502659,38.2230626,Ogolcho,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",30,medium,0,none,0,none
+63381,Publ,ODK_01,7.4500983,38.2229776,Shorima,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63382,Publ,ODK_01,7.4449733,38.2308267,Ogolcho,Boot,Farmer,Ethiopia,2.0,"Sep 19, 2022",30,medium,0,none,0,none
+63383,Publ,ODK_01,7.4618606,38.2310899,Shorima,Boot,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63384,Publ,ODK_01,7.4020253,38.1957472,Ogolcho,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",10,low,0,none,10,low
+63385,Publ,ODK_01,7.4399724,38.2268071,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",30,low,0,none,10,low
+63386,Publ,ODK_01,7.3580183,38.1912467,Ogolcho,Heading,Farmer,Ethiopia,2.0,"Sep 18, 2022",10,low,0,none,0,none
+63387,Publ,ODK_01,7.3966741,38.1885935,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63388,Publ,ODK_01,7.3523056,38.2009519,Danda'a,Tillering,Farmer,Ethiopia,1.5,"Sep 18, 2022",10,low,0,none,0,none
+63389,Publ,ODK_01,7.3568071,38.1930521,King bird,Flowering,Farmer,Ethiopia,1.0,"Sep 18, 2022",10,low,0,none,0,none
+63390,Publ,ODK_01,7.3657609,38.2399168,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63391,Publ,ODK_01,7.3667953,38.2398109,Ogolcho,Heading,Farmer,Ethiopia,0.75,"Sep 18, 2022",30,medium,0,none,0,none
+63392,Publ,ODK_01,7.359083,38.2591408,King bird,Boot,Trial,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63393,Publ,ODK_01,7.3656713,38.2408653,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63394,Publ,ODK_01,8.9088052,39.1613716,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63395,Publ,ODK_01,8.9421577,39.1410115,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 17, 2022",0,none,0,none,0,none
+63396,Publ,ODK_01,8.9248558,39.158495,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63397,Publ,ODK_01,8.9194878,39.1656559,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63398,Publ,ODK_01,8.967002,39.1635225,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63399,Publ,ODK_01,8.9644173,39.1472031,Unkwown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63400,Publ,ODK_01,8.9555469,39.1027165,Unknown,Tillering,Trial,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63401,Publ,ODK_01,8.9693941,39.1421434,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",0,none,0,none,0,none
+63402,Publ,ODK_01,8.896526,39.0514367,Mangudo,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63403,Publ,ODK_01,8.9326747,39.0830088,Mangudo,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63404,Publ,ODK_01,8.8635043,39.023132,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63405,Publ,ODK_01,8.8827957,39.0375921,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63406,Publ,ODK_01,8.8037459,39.0029822,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,10,low,0,none
+63407,Publ,ODK_01,8.8329245,39.0081058,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63408,Publ,ODK_01,8.5618699,39.1754538,Kingbird,Heading,Farmer,Ethiopia,0.25,"Sep 16, 2022",0,none,0,none,0,none
+63409,Publ,ODK_01,8.7145935,39.0370711,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 16, 2022",10,low,0,none,0,none
+63410,Publ,ODK_01,8.4708303,39.0567793,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,10,low,0,none
+63411,Publ,ODK_01,8.5263587,39.0829053,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",10,low,10,low,0,none
+63412,Publ,ODK_01,7.5758981,38.6707987,Unknown,,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63413,Publ,ODK_01,8.433911,39.0289908,Kinbird,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63414,Publ,ODK_01,7.3847269,38.6721418,Unkwown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63415,Publ,ODK_01,7.4162214,38.6741296,Unknown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63416,Publ,ODK_01,7.4810249,38.6761517,Kubsa,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",0,none,0,none,0,none
+63417,Publ,ODK_01,8.0339197,38.7275868,Ogoocho,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,10,low,0,none
+63418,Publ,ODK_01,7.7644749,38.6461494,Jalane,Boot,Farmer,Ethiopia,10.0,"Sep 15, 2022",10,low,0,none,0,none
+63419,Publ,ODK_01,8.1206821,38.7934707,Hawi,Boot,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63420,Publ,ODK_01,8.0771899,38.7547487,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",10,low,10,low,0,none
+63421,Publ,ODK_01,8.2235022,38.8799732,Kinbird,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63422,Publ,ODK_01,8.2806793,38.9293982,Kingbird,Boot,Farmer,Ethiopia,0.5,"Sep 15, 2022",10,low,0,none,0,none
+63423,Publ,ODK_01,8.3099154,38.9524365,Unknown (observation nursery),Flowering,Trial,Ethiopia,,"Sep 15, 2022",0,none,50,high,0,none
+63424,Publ,ODK_01,8.3600637,38.9991785,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63425,Publ,ODK_01,8.3266757,38.9744502,Kingbird,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63426,Publ,ODK_01,8.4382614,39.0090697,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63644,Publ,ODK_01,7.4632,38.156,Ogolcho,Tillering,,Ethiopia,0.35,"Sep 20, 2022",0,none,0,none,0,none
+63645,Publ,ODK_01,7.5949,38.1858,Kingbird,,Farmer,Ethiopia,0.125,"Sep 20, 2022",0,low,0,none,0,none
+63646,Publ,ODK_01,7.3437,38.1054,Kakaba,Boot,,Ethiopia,0.5,"Sep 20, 2022",0,none,0,none,0,none
+63647,Publ,ODK_01,7.5952,38.3186,Ogolcho,Boot,Farmer,Ethiopia,1.0,"Sep 20, 2022",10,low,0,none,0,none
+63648,Publ,ODK_01,8.108,38.3117,Ogolcho,Boot,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,low,0,none,0,none
+63649,Publ,ODK_01,8.5011,38.2233,Kakaba,Tillering,Farmer,Ethiopia,0.125,"Sep 20, 2022",10,low,0,none,0,none
+63650,Publ,ODK_01,8.7041,38.271,Ogolcho,Tillering,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,none,0,none,0,none
+63651,Publ,ODK_01,8.302,38.2415,Kingbird,Tillering,Farmer,Ethiopia,0.25,"Sep 20, 2022",10,low,0,none,0,none
+63652,Publ,ODK_01,7.531,38.763,Ogolcho,Tillering,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,none,0,none,0,none
+63653,Publ,ODK_01,7.5621,38.2856,Kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",10,low,0,none,0,none
+63654,Publ,ODK_01,7.7247,38.2999,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,low,0,none,0,none
+63655,Publ,ODK_01,7.4828,38.2259,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63656,Publ,ODK_01,7.434,38.2131,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63657,Publ,ODK_01,7.4139,38.2011,kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",0,none,0,none,0,none
+63658,Publ,CSV_01,6.9521041,39.3863121,Unknown,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63659,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63660,Publ,CSV_01,7.0064178,39.3423803,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63661,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+63662,Publ,CSV_01,7.0047282,39.3735472,Danbal,Boot,Farmer,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+63663,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63664,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63665,Publ,CSV_01,8.6288595,38.5131788,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63666,Publ,CSV_01,9.7730023,38.9979645,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63667,Publ,CSV_01,9.7539229,39.1961935,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63668,Publ,CSV_01,9.7711736,39.1498779,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63669,Publ,CSV_01,9.7859657,39.0689942,Danda'a,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63670,Publ,CSV_01,11.8363187,38.0917897,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63671,Publ,CSV_01,11.7659664,38.1331549,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63672,Publ,CSV_01,11.7485277,38.1008827,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63673,Publ,CSV_01,11.8110814,38.1182254,Unknown,Flowering,Trial,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63674,Publ,CSV_01,11.7449526,38.3038249,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63675,Publ,CSV_01,11.7382412,38.3767672,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63676,Publ,CSV_01,11.7456641,38.4164107,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63677,Publ,CSV_01,11.7429836,38.3343959,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63678,Publ,CSV_01,11.7796637,38.2730635,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63679,Publ,CSV_01,11.7092636,38.0674971,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63680,Publ,CSV_01,11.6914271,38.0482025,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63681,Publ,CSV_01,11.6569519,38.0639912,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63682,Publ,CSV_01,11.6039516,38.0322246,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63683,Publ,CSV_01,10.7292005,37.5809874,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63684,Publ,CSV_01,10.9096058,37.5327507,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63685,Publ,CSV_01,10.9093243,37.5328185,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63686,Publ,CSV_01,10.9879205,37.505862,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63687,Publ,CSV_01,11.0371163,37.4524463,Unknown,,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63688,Publ,CSV_01,11.0063398,37.4763206,Enkoy,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63689,Publ,CSV_01,11.1654355,37.4454139,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63690,Publ,CSV_01,11.1481464,37.4272087,Enkoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63691,Publ,CSV_01,11.1148108,37.4062117,Enikoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63692,Publ,CSV_01,8.9677975,37.8578858,Liben,Tillering,Trial,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63693,Publ,CSV_01,7.1605451,39.9877377,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63694,Publ,CSV_01,7.0417962,39.1589022,Unknown,Boot,Farmer,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+63695,Publ,CSV_01,7.2283285,39.9609968,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,10,low,0,none
+63696,Publ,CSV_01,8.8522094,38.0942336,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",0,none,0,none,0,none
+63697,Publ,CSV_01,8.9757751,38.1225368,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 03, 2022",0,none,0,none,0,none
+63698,Publ,CSV_01,8.922523,38.1107854,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63699,Publ,CSV_01,8.9930645,38.128651,Kakaba,Flowering,Farmer,Ethiopia,0.75,"Sep 03, 2022",0,none,0,none,0,none
+63700,Publ,CSV_01,8.9678518,38.1196523,Wane,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63701,Publ,CSV_01,9.0072582,38.0880214,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63702,Publ,CSV_01,8.9954719,38.0600876,Wane,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63703,Publ,CSV_01,8.9873555,38.1611187,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63704,Publ,CSV_01,9.00255,38.1526223,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63705,Publ,CSV_01,8.9973793,38.1547335,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63706,Publ,CSV_01,9.0208401,38.1907172,Wane,Heading,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63707,Publ,CSV_01,9.0078411,38.1481219,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63708,Publ,CSV_01,7.1200977,39.8617768,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63709,Publ,CSV_01,7.130042,39.8775129,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63710,Publ,CSV_01,9.0025979,38.2637823,Kakaba,Tillering,Farmer,Ethiopia,0.75,"Aug 30, 2022",0,none,0,none,0,none
+63711,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63712,Publ,CSV_01,6.9932722,39.2285165,Senate,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+63713,Publ,CSV_01,6.990228,39.2195063,Daka,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63714,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63715,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63716,Publ,CSV_01,7.0078334,39.0356226,Daka,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+63717,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63718,Publ,CSV_01,6.9967798,39.271886,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63719,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63720,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63721,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+63722,Publ,CSV_01,6.9983833,39.1460341,Unknown,Boot,Trial,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+63723,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Boot,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+63724,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63725,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63726,Publ,CSV_01,9.0025967,38.2637983,Kakaba,Tillering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63727,Publ,CSV_01,8.9656368,38.2493225,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63728,Publ,CSV_01,9.0070816,38.2782121,Kakaba,Flowering,Farmer,Ethiopia,2.0,"Sep 02, 2022",0,none,0,none,0,none
+63729,Publ,CSV_01,8.9478227,38.2491164,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,10,low,0,none
+63730,Publ,CSV_01,8.9953158,38.2490037,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63731,Publ,CSV_01,8.9814555,38.2490522,Kakaba,,Farmer,Ethiopia,-999.99,"Sep 02, 2022",0,none,0,none,0,none
+63732,Publ,CSV_01,9.0102051,38.2915625,Unknown BW,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,10,low,0,none
+63733,Publ,CSV_01,9.0087976,38.2794703,Kakaba,Heading,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63734,Publ,CSV_01,11.0878365,37.4276171,Unknown,Heading,Farmer,Ethiopia,0.375,"Sep 02, 2022",0,none,0,none,0,none
+63735,Publ,CSV_01,11.0642631,37.4578979,Enkoy,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63736,Publ,CSV_01,7.0082951,40.0008685,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,medium,10,low,0,none
+63737,Publ,CSV_01,7.046566,39.9822724,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,low,10,low,0,none
+63738,Publ,CSV_01,11.8020189,38.1628537,Unknown,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63739,Publ,CSV_01,11.8009306,38.2346707,hudasie,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63740,Publ,CSV_01,7.6153438,37.9274588,Ogolccho,Tillering,Farmer,Ethiopia,0.3,"Sep 10, 2022",0,none,0,none,0,none
+63741,Publ,CSV_01,7.6332304,37.94201,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",0,low,0,none,0,none
+63742,Publ,CSV_01,7.5509371,38.0917711,Dendea,Boot,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63743,Publ,CSV_01,7.0976602,40.0564952,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63744,Publ,CSV_01,7.073513,40.1702194,Unknown BW,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63745,Publ,CSV_01,7.071521,40.1911897,Unknown BW,Tillering,Farmer,Ethiopia,-999.99,"Sep 02, 2022",10,low,10,low,0,none
+63746,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63747,Publ,CSV_01,8.7197844,38.1674427,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63748,Publ,CSV_01,8.97452835,37.56639402,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63749,Publ,CSV_01,8.97389057,37.55814868,Unknown,Boot,Farmer,Ethiopia,0.75,"Sep 04, 2022",0,none,0,none,0,none
+63750,Publ,CSV_01,8.9658522,37.8560993,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63751,Publ,CSV_01,8.97087289,37.54879799,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63752,Publ,CSV_01,8.98571871,37.60581334,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63753,Publ,CSV_01,7.1051454,40.0387351,Kakaba,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,medium,10,low,0,none
+63754,Publ,CSV_01,7.2420578,39.9412637,Danbal,Tillering,Farmer,Ethiopia,15.0,"Sep 03, 2022",10,low,10,low,0,none
+63755,Publ,CSV_01,7.1656031,40.0040476,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,high,10,low,0,none
+63756,Publ,CSV_01,7.0721613,39.9893949,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,high,0,none,0,none
+63757,Publ,CSV_01,7.1539652,40.0046796,Kakaba,Boot,Farmer,Ethiopia,0.5,"Sep 02, 2022",10,high,10,low,0,none
+63758,Publ,CSV_01,7.2540108,39.9099475,Dire,Tillering,Farmer,Ethiopia,10.0,"Sep 03, 2022",0,none,0,none,0,none
+63759,Publ,CSV_01,7.1925626,39.9675963,Kakaba,Boot,Farmer,Ethiopia,2.0,"Sep 03, 2022",10,high,10,low,0,none
+63760,Publ,CSV_01,7.1871934,40.0045169,Kakaba,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63761,Publ,CSV_01,7.0777582,40.1423777,Kakaba,Tillering,Farmer,Ethiopia,80.0,"Sep 02, 2022",10,low,10,low,0,none
+63762,Publ,CSV_01,7.1721068,39.9698043,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63763,Publ,CSV_01,9.700129,39.2566548,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63764,Publ,CSV_01,9.4519736,38.871674,lakech,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63765,Publ,CSV_01,9.3198113,38.7624321,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63766,Publ,CSV_01,9.3901126,38.8082927,Kubsa,Heading,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63767,Publ,CSV_01,9.6444266,38.9808398,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63768,Publ,CSV_01,9.534788,38.87269,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63769,Publ,CSV_01,9.7085214,39.0050265,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63770,Publ,CSV_01,9.5708655,38.9004612,Danda'a,Tillering,Farmer,Ethiopia,0.125,"Sep 01, 2022",0,none,0,none,0,none
+63771,Publ,CSV_01,8.7186231,38.2650505,Kakaba,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63772,Publ,CSV_01,8.5807486,38.2351342,Kingbird,Heading,Trial,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63773,Publ,CSV_01,8.5987951,38.2388214,Kakaba,Flowering,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63774,Publ,CSV_01,8.6430321,38.1990774,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63775,Publ,CSV_01,8.7963657,38.1240308,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63776,Publ,CSV_01,8.8207303,38.1082812,Kingbird,Boot,Farmer,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63777,Publ,CSV_01,8.8299336,38.1045124,Danda'a,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63778,Publ,CSV_01,8.7558072,38.1531265,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63779,Publ,CSV_01,8.7731337,38.315046,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63780,Publ,CSV_01,8.6802651,38.5953449,Danda'a,Flowering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63781,Publ,CSV_01,8.6449289,38.5588662,Kakaba,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63782,Publ,CSV_01,8.7221517,38.6338367,Danda'a,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63783,Publ,CSV_01,8.8832517,38.65739,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63784,Publ,CSV_01,8.8831717,38.6574413,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63785,Publ,CSV_01,8.8334033,38.6527033,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63786,Publ,CSV_01,8.833705,38.6527745,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63787,Publ,CSV_01,8.8758362,38.5467352,Kubsa,Tillering,Farmer,Ethiopia,0.125,"Aug 31, 2022",0,none,0,none,0,none
+63788,Publ,CSV_01,8.7714,38.653855,Danda'a,,Farmer,Ethiopia,0.4,"Aug 31, 2022",0,none,0,none,0,none
+63789,Publ,CSV_01,8.771393,38.653885,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63790,Publ,CSV_01,8.5954851,38.0157825,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63791,Publ,CSV_01,8.6434321,38.127761,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63792,Publ,CSV_01,9.0069983,38.0877483,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63793,Publ,CSV_01,9.0071786,38.0880859,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63794,Publ,CSV_01,8.98116,38.025345,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63795,Publ,CSV_01,8.9812141,38.0254919,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63796,Publ,CSV_01,9.02093,38.1903,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63797,Publ,CSV_01,9.0208722,38.1904401,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63798,Publ,CSV_01,9.0233544,38.3669202,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63799,Publ,CSV_01,8.9659134,37.8569461,Danda'a,Dough,Farmer,Ethiopia,1.0,"Aug 25, 2022",0,none,0,none,0,none
+63800,Publ,CSV_01,9.0162183,38.3336533,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63801,Publ,CSV_01,9.0165798,38.3338764,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63802,Publ,CSV_01,8.7223424,38.6338106,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63803,Publ,CSV_01,7.0694027,40.2037666,Kingbird,Tillering,Farmer,Ethiopia,1.5,"Sep 02, 2022",0,none,0,none,0,none
+63804,Publ,CSV_01,7.2284064,40.0051427,Kingbird,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63805,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+63806,Publ,CSV_01,7.0865544,40.0968244,Unknown BW,Boot,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,low,0,none,0,none
+63807,Publ,CSV_01,7.6710342,38.0536032,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",10,low,0,none,0,none
+63808,Publ,CSV_01,7.6950847,38.0883783,Ogolccho,Tillering,Farmer,Ethiopia,0.5,"Sep 14, 2022",10,low,0,none,0,none
+63809,Publ,CSV_01,7.6994371,38.1307085,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",0,none,0,none,0,none
+63810,Publ,CSV_01,7.7600355,38.132405,Ogolccho,Tillering,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63811,Publ,CSV_01,7.6295101,38.1897053,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",10,low,0,none,0,none
+63812,Publ,CSV_01,7.4955658,38.096945,Denidea,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63813,Publ,CSV_01,7.5275133,38.17953,Shorima,Tillering,Farmer,Ethiopia,0.75,"Sep 09, 2022",10,low,0,none,0,none
+63814,Publ,CSV_01,7.5830386,38.1878482,Ogolccho,Flowering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63815,Publ,CSV_01,7.6605966,38.1683241,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",0,none,0,none,0,none
+63816,Publ,CSV_01,10.9596017,37.5108998,Unknown,Heading,Farmer,Ethiopia,0.75,"Sep 02, 2022",0,none,0,none,0,none
+63817,Publ,CSV_01,8.9875693,37.70570966,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63818,Publ,CSV_01,8.98926637,37.71579945,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63819,Publ,CSV_01,8.98434403,37.72770215,Kakaba,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63820,Publ,CSV_01,8.98938178,37.78923578,Unknown,Boot,Farmer,Ethiopia,0.0125,"Sep 04, 2022",0,none,0,none,0,none
+63821,Publ,CSV_01,11.7231886,38.0982452,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63822,Publ,ODK_01,7.5984939,37.9206405,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63823,Publ,ODK_01,7.4050313,37.7967817,Ogolicho,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63824,Publ,ODK_01,7.2368813,37.8680599,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63825,Publ,ODK_01,6.901828,37.8377679,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63826,Publ,ODK_01,7.6304763,37.880867,Ogolicho,Tillering,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63827,Publ,ODK_01,7.2580636,37.7344458,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63828,Publ,ODK_01,6.8893439,37.641036,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",10,low,0,none,0,none
+63829,Publ,ODK_01,6.8877777,37.8543579,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63830,Publ,ODK_01,6.9344275,37.8069009,Wane,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63831,Publ,ODK_01,7.6651167,37.9708109,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63832,Publ,ODK_01,7.6939452,37.8891129,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63833,Publ,ODK_01,7.4902469,37.8555485,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63834,Publ,ODK_01,7.3223296,37.7779418,Ogolicho,Boot,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63835,Publ,ODK_01,7.1901857,37.9519888,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63836,Publ,ODK_01,6.9647518,37.7407616,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63837,Publ,ODK_01,6.9181052,37.6767612,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63838,Publ,ODK_01,6.8509737,37.8170653,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63839,Publ,ODK_01,6.887644,37.8478644,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63840,Publ,ODK_01,6.9499825,37.8372186,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63841,Publ,ODK_01,7.630116,37.9411823,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63842,Publ,ODK_01,7.5613374,37.8864596,Ogolicho,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63843,Publ,ODK_01,7.660438,37.8845745,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63844,Publ,ODK_01,7.5912185,37.8622567,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63845,Publ,ODK_01,7.4400853,37.8438819,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63846,Publ,ODK_01,7.3737939,37.7886456,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63847,Publ,ODK_01,7.292727,37.7625801,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63848,Publ,ODK_01,7.2369316,37.7282689,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63849,Publ,ODK_01,7.2169388,37.9248604,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63850,Publ,ODK_01,7.2091165,37.8251496,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63851,Publ,ODK_01,6.9189986,37.7312855,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63852,Publ,ODK_01,6.8893617,37.6281215,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63853,Publ,ODK_01,6.9184391,37.6379822,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63854,Publ,ODK_01,6.9198042,37.8560803,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63855,Publ,ODK_01,6.8744605,37.8251766,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",10,low,0,none,0,none
+63856,Publ,ODK_01,6.877289,37.8261387,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63857,Publ,ODK_01,6.8698721,37.8028402,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63858,Publ,ODK_01,6.8994313,37.8197341,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",10,low,0,none,0,none
+63859,Publ,ODK_01,6.9404153,37.8201066,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63860,Publ,ODK_01,6.8880431,37.801686,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63861,Publ,ODK_01,6.9492801,37.8491475,Wane,Tillering,Trial,Ethiopia,5.0,"Sep 22, 2022",0,none,0,none,0,none
+63862,Publ,ODK_01,6.9182059,37.8256717,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63863,Publ,ODK_01,6.8879981,37.8018068,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63864,Publ,ODK_01,11.1802798,36.8645737,kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 23, 2022",0,none,0,none,0,none
+63865,Publ,ODK_01,10.9510908,36.8097551,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63866,Publ,ODK_01,11.0410549,36.9063381,unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 23, 2022",0,none,0,none,0,none
+63867,Publ,ODK_01,10.7938743,37.0290147,Dendea,Tillering,Farmer,Ethiopia,0.4,"Sep 22, 2022",0,none,0,none,0,none
+63868,Publ,ODK_01,10.7976444,37.0368867,Dendea,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63869,Publ,ODK_01,10.8306239,37.0486779,Dendea,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63870,Publ,ODK_01,10.801127,37.0494305,Dendea,Tillering,Farmer,Ethiopia,0.65,"Sep 22, 2022",0,none,0,none,0,none
+63871,Publ,ODK_01,10.7554699,36.8886409,Kakaba,Tillering,Farmer,Ethiopia,1.25,"Sep 22, 2022",0,none,0,none,0,none
+63872,Publ,ODK_01,10.7395523,36.8980901,Kakaba,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63873,Publ,ODK_01,10.7496796,36.8929078,Kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63874,Publ,ODK_01,10.756251,36.8873263,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63875,Publ,ODK_01,10.8051177,36.8607523,Kekeba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63876,Publ,ODK_01,10.7836873,36.8610463,Kakaba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63877,Publ,ODK_01,10.8783542,36.9434268,Unknown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63878,Publ,ODK_01,9.0167458,38.210745,Danda'a,Flowering,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63879,Publ,ODK_01,9.0069887,38.275614,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 25, 2022",0,none,0,none,0,none
+63880,Publ,ODK_01,8.993551,38.0595914,Kingbird,Milk,Trial,Ethiopia,0.0125,"Sep 25, 2022",0,none,0,none,0,none
+63881,Publ,ODK_01,9.019962,38.1155498,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63882,Publ,ODK_01,8.9741492,37.9952211,Danda'a,Heading,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63883,Publ,ODK_01,8.9907829,38.0477452,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63884,Publ,ODK_01,8.6160981,38.2353729,Kakaba,Flowering,Farmer,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63885,Publ,ODK_01,8.5807466,38.2351511,Kingbird,Milk,Trial,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63886,Publ,ODK_01,8.6746492,38.2095084,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63887,Publ,ODK_01,8.6404551,38.22722,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",10,low,10,low,0,none
+63888,Publ,ODK_01,8.7447083,38.1552616,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 24, 2022",10,low,10,low,0,none
+63889,Publ,ODK_01,8.7201914,38.1674616,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63890,Publ,ODK_01,8.69515,38.1963099,Kakaba,Milk,Farmer,Ethiopia,0.25,"Sep 24, 2022",0,none,10,low,0,none
+63891,Publ,ODK_01,8.7942842,38.1308786,Unknown,Milk,Farmer,Ethiopia,1.0,"Sep 24, 2022",0,none,0,none,0,none
+63892,Publ,ODK_01,8.768083,38.1492013,Danda'a,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,0,none,0,none
+63893,Publ,ODK_01,8.8210292,38.1081891,Danda'a,Milk,Trial,Ethiopia,0.0125,"Sep 24, 2022",10,low,10,low,0,none
+63894,Publ,ODK_01,8.8044702,38.1111059,Danda'a,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",0,none,0,none,0,none
+63895,Publ,ODK_01,8.8301017,38.104571,Unknown,Milk,Farmer,Ethiopia,,"Sep 24, 2022",0,none,0,none,0,none
+64116,Publ,ODK_01,-0.363757,35.6870489,Uknown,Tillering,Farmer,Kenya,2.8,"Sep 20, 2022",0,none,0,none,0,none
+64117,Publ,ODK_01,-0.3794836,35.6899018,Njoro II,,Farmer,Kenya,0.4,"Sep 20, 2022",10,low,0,none,0,none
+64118,Publ,ODK_01,-0.2642413,35.7171249,Unknown,Flowering,Farmer,Kenya,0.1,"Sep 20, 2022",50,high,0,none,0,none
+64119,Publ,ODK_01,-0.2834936,35.6972525,Unknown,Boot,Farmer,Kenya,2.0,"Sep 20, 2022",30,low,0,none,0,none
+64120,Publ,ODK_01,-0.3367311,35.9922069,Njoro II,Flowering,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,30,medium,0,none
+64121,Publ,ODK_01,-0.3007381,35.9658333,Njoro Il,Maturity,Farmer,Kenya,0.4,"Sep 20, 2022",0,none,10,low,0,none
+64122,Publ,ODK_01,-0.3110218,36.0029407,Unknown,Maturity,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,10,low,0,none
+64123,Publ,ODK_01,-0.3055584,35.9512273,Njoro Il,Maturity,Farmer,Kenya,1.2,"Sep 19, 2022",0,none,30,low,0,none
+64124,Publ,ODK_01,-0.3479993,35.9743743,Njoro II,Maturity,Farmer,Kenya,2.0,"Sep 14, 2022",0,none,10,low,0,none
+64125,Publ,ODK_01,-0.3476887,35.9507661,Kwale,Milk,Trial,Kenya,0.2,"Sep 14, 2022",0,none,0,none,50,high
+64126,Publ,ODK_01,-0.3775425,35.9777242,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 14, 2022",10,low,0,none,0,none
+64127,Publ,ODK_01,-0.1415673,35.6862894,K. Korongo,Flowering,Farmer,Kenya,80.0,"Sep 13, 2022",0,none,10,low,0,none
+64128,Publ,ODK_01,-0.2089901,35.7020158,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 13, 2022",30,low,0,none,0,none
+64129,Publ,ODK_01,-0.1699711,35.6780189,Kanga,Dough,Farmer,Kenya,0.8,"Sep 14, 2022",0,none,10,low,0,none
+64130,Publ,ODK_01,-0.2818243,35.8809791,Uknown,Tillering,Farmer,Kenya,1.0,"Sep 13, 2022",10,low,0,none,0,none
+64131,Publ,ODK_01,-0.6550081,35.9751047,KS Chui,Flowering,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64132,Publ,ODK_01,-0.6553354,35.9459675,Uknown,Boot,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64133,Publ,ODK_01,-0.5673393,35.986841,Unknown,Dough,Farmer,Kenya,6.0,"Sep 12, 2022",0,none,0,none,0,none
+64134,Publ,ODK_01,-0.3846985,35.9515247,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64135,Publ,ODK_01,-0.4715517,35.9791116,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64136,Publ,ODK_01,0.0423057,36.2832291,Njoro ll,Flowering,Farmer,Kenya,0.2,"Sep 09, 2022",30,low,10,low,0,none
+64137,Publ,ODK_01,0.0560725,36.274145,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 09, 2022",30,low,10,low,0,none
+64138,Publ,ODK_01,0.0403389,36.2952205,Mixed crop (Njoro II & KS.CHUI ),Flowering,Farmer,Kenya,0.4,"Sep 09, 2022",10,low,0,none,0,none
+64139,Publ,ODK_01,-0.069307,36.1771992,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 29, 2022",30,low,50,high,50,high
+64140,Publ,ODK_01,0.0159577,36.2722434,Njoro II,Milk,Farmer,Kenya,8.0,"Sep 09, 2022",0,none,30,medium,10,low
+64141,Publ,ODK_01,-0.1679659,36.0257973,K. Korongo,Flowering,Farmer,Kenya,40.0,"Sep 08, 2022",0,none,10,low,0,none
+64142,Publ,ODK_01,-0.1838272,35.9784135,Njoro II,Milk,Farmer,Kenya,20.0,"Sep 08, 2022",10,low,30,low,0,none
+64143,Publ,ODK_01,-0.2810087,35.9260952,K. Korongo,Flowering,Farmer,Kenya,50.0,"Sep 08, 2022",0,none,0,none,0,none
+64144,Publ,ODK_01,-0.2457379,35.9434808,Njoro II,Milk,Farmer,Kenya,6.0,"Sep 08, 2022",0,none,0,none,0,none
+64145,Publ,ODK_01,-0.2949071,35.9199444,Njoro II,Flowering,Farmer,Kenya,0.4,"Sep 08, 2022",50,high,10,low,0,none
+68992,Publ,ODK_01,9.1993774,39.3879537,Danda'a,Heading,Farmer,Ethiopia,0.375,"Sep 28, 2022",0,none,0,none,0,none
+68993,Publ,ODK_01,9.214194,39.3902781,Danda'a,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",0,none,0,none,0,none
+68994,Publ,ODK_01,9.216429,39.4562366,Hidassie,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",10,low,0,none,0,none
+68995,Publ,ODK_01,9.2039538,39.3994844,,Boot,Farmer,Ethiopia,375.0,"Sep 28, 2022",10,low,0,none,0,none
+68996,Publ,ODK_01,9.2307178,39.436339,Hidassie,Boot,Farmer,Ethiopia,1.25,"Sep 28, 2022",0,none,0,none,0,none
+68997,Publ,ODK_01,9.2072944,39.4300519,Hidassie,Tillering,Farmer,Ethiopia,0.5,"Sep 28, 2022",10,low,0,none,0,none
+68998,Publ,ODK_01,9.2854628,39.4561726,,,Farmer,Ethiopia,0.5,"Sep 28, 2022",0,none,0,none,0,none
+68999,Publ,ODK_01,9.2612935,39.44949,Hidassie,Boot,Farmer,Ethiopia,0.75,"Sep 30, 2022",0,none,0,none,0,none
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/SurveyData_wheat_rust_survey_1_0.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/SurveyData_wheat_rust_survey_1_0.csv
deleted file mode 100644
index a6d04acbcb936a8064126c3cb5c9887e032f8c9c..0000000000000000000000000000000000000000
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/ExportCSV/SurveyData_wheat_rust_survey_1_0.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-SubmissionDate,start,end,today,deviceid,subscriberid,imei,phonenumber,username,surveyor_infromation-country,surveyor_infromation-surveyor_name,surveyor_infromation-institution,survey_infromation-location_name,survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location-Altitude,survey_infromation-location-Accuracy,survey_infromation-survey_date,site_information-survey_site,site_information-crop,site_information-field_area,site_information-variety,site_information-growth_stage,other_crop,stem_rust-stemrust_incidence,stem_rust-Stemrust_severity,stem_rust-stemrust_host_plant_reaction,leaf_rust-leafrust_incidence,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,yellow_rust-yellowrust_incidence,yellow_rust-yellowrust_severity,yellow_rust-yellowrust_host_plant_reaction,septoria-septoria_incidence,septoria-septoria_severity,other_diseases_group-other_diseases,score_diseases_count,SET-OF-score_diseases,samples_collected,samples_type,sample_size-number_stemrust_live,sample_size-number_stemrust_dead_dna,sample_size-number_yellowrust_live,sample_size-number_yellowrust_dead,sample_size-number_leafrust_live,sample_size-using_barcode,live_stemrust_samples_count,SET-OF-live_stemrust_samples,dead_stemrust_samples_count,SET-OF-dead_stemrust_samples,live_yellowrust_samples_count,SET-OF-live_yellowrust_samples,dead_yellowrust_samples_count,SET-OF-dead_yellowrust_samples,live_leafrust_samples_count,SET-OF-live_leafrust_samples,comment,meta-instanceID,KEY,Origin
-"Oct 20, 2022 11:32:08 am","Oct 13, 2022 8:52:52 am","Oct 20, 2022 8:29:45 am","Oct 13, 2022",collect:EsRBfydhV1qGrlMS,,collect:EsRBfydhV1qGrlMS,,sinana,Ethiopia,Tilahun and Zerihun,Sinana,"Adaba, Alola",7.0756522,39.4167598,2344,4.7,"Oct 20, 2022",farmer_field,bread_wheat,1,Danda'a,dough,,low,1,ms,na,-9,na,high,5,ms,high,84,,0,,no,,,,,,,,,,,,,,,,,,,uuid:5c6f8b97-de68-4b3d-abc9-8e2474a9689c,uuid:5c6f8b97-de68-4b3d-abc9-8e2474a9689c,ODK-server
-"Oct 20, 2022 11:32:10 am","Oct 13, 2022 9:11:50 am","Oct 20, 2022 8:29:58 am","Oct 13, 2022",collect:EsRBfydhV1qGrlMS,,collect:EsRBfydhV1qGrlMS,,sinana,Ethiopia,Tilahun and Zerihun,Sinana,"Adaba, hunte OSE",7.092627,39.428588,2351,4.9,"Oct 20, 2022",farmer_field,bread_wheat,80,Unknown,milk,,high,20,s,na,-9,na,low,10,ms,,,scab_fusarium_head_blight,1,uuid:5700d96c-9421-492d-bf36-2a5d792ea69c/score_diseases,yes,stemrust_live,1,,,,,yes,1,uuid:5700d96c-9421-492d-bf36-2a5d792ea69c/live_stemrust_samples,,,,,,,,,,uuid:5700d96c-9421-492d-bf36-2a5d792ea69c,uuid:5700d96c-9421-492d-bf36-2a5d792ea69c,ODK-server
-"Oct 20, 2022 11:32:13 am","Oct 13, 2022 9:29:34 am","Oct 20, 2022 8:30:13 am","Oct 13, 2022",collect:EsRBfydhV1qGrlMS,,collect:EsRBfydhV1qGrlMS,,sinana,Ethiopia,Tilahun and Zerihun,Sinana,"Adaba, Hunte",7.0742429,39.4523773,2384,5,"Oct 20, 2022",farmer_field,bread_wheat,80,Danda'a,dough,,high,10,s,na,-9,na,high,5,ms,high,80,scab_fusarium_head_blight,1,uuid:e9eb1266-82df-402c-93a9-f9d2b1741ecf/score_diseases,yes,stemrust_live,1,,,,,yes,1,uuid:e9eb1266-82df-402c-93a9-f9d2b1741ecf/live_stemrust_samples,,,,,,,,,,uuid:e9eb1266-82df-402c-93a9-f9d2b1741ecf,uuid:e9eb1266-82df-402c-93a9-f9d2b1741ecf,ODK-server
-"Oct 20, 2022 11:32:15 am","Oct 13, 2022 9:43:45 am","Oct 20, 2022 8:30:31 am","Oct 13, 2022",collect:EsRBfydhV1qGrlMS,,collect:EsRBfydhV1qGrlMS,,sinana,Ethiopia,Tilahun and Zerihun,Sinana,"Adaba, Gadedo",7.0633788,39.4664223,2415,4.5,"Oct 20, 2022",farmer_field,durum_wheat,0.5,Tate,dough,,high,20,ms,na,-9,na,na,-9,na,,,,0,,yes,stemrust_live,1,,,,,yes,1,uuid:d5914153-fad4-4585-aadd-673786595842/live_stemrust_samples,,,,,,,,,,uuid:d5914153-fad4-4585-aadd-673786595842,uuid:d5914153-fad4-4585-aadd-673786595842,ODK-server
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRSIS/SurveyDataProcessed.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRSIS/SurveyDataProcessed.csv
deleted file mode 100644
index 9df9eb32a6ef3bde7bbbf8a69462cc2fae4157d6..0000000000000000000000000000000000000000
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRSIS/SurveyDataProcessed.csv
+++ /dev/null
@@ -1 +0,0 @@
-survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location_name,site_information-crop,site_information-growth_stage,site_information-variety,site_information-survey_site,site_information-field_area,surveyor_infromation-surveyor_name,surveyor_infromation-country,surveyor_infromation-institution,Fungicide Details.Fungicide Name,Fungicide Details.Spray Date,Fungicide Details.EffectiveNess,Fungicide Details.Used Dose,imei,sample_size-number_yellowrust_live,sample_size-number_stemrust_live,dead_stemrust_samples_count,samples_collected,sample_size-number_yellowrust_dead,live_leafrust_samples_count,other_crop,live_yellowrust_samples_count,subscriberid,sample_size-using_barcode,start,score_diseases_count,phonenumber,survey_infromation-location-Accuracy,SET-OF-live_yellowrust_samples,SET-OF-score_diseases,meta-instanceID,deviceid,end,samples_type,live_stemrust_samples_count,dead_yellowrust_samples_count,SET-OF-live_leafrust_samples,KEY,other_diseases_group-other_diseases,survey_infromation-location-Altitude,SET-OF-dead_stemrust_samples,comment,sample_size-number_leafrust_live,today,SET-OF-dead_yellowrust_samples,username,SET-OF-live_stemrust_samples,sample_size-number_stemrust_dead_dna,stem_rust-stemrust_incidence,stem_rust-Stemrust_severity,stem_rust-stemrust_host_plant_reaction,leaf_rust-leafrust_incidence,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,yellow_rust-yellowrust_incidence,yellow_rust-yellowrust_severity,yellow_rust-yellowrust_host_plant_reaction,septoria-septoria_incidence,septoria-septoria_severity,SubmissionDate,survey_infromation-survey_date,Origin
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRT/SurveyDataProcessed_WRT.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRT/SurveyDataProcessed_WRT.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55e3056b280613deb590fac93925dc140b59160f
--- /dev/null
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_WRT/SurveyDataProcessed_WRT.csv
@@ -0,0 +1,404 @@
+KEY,published_level,origin,latitude,longitude,variety,growth_stage,survey_site,country,field_area,survey_date,severity_yellow_rust,incidence_yellow_rust,severity_stem_rust,incidence_stem_rust,severity_leaf_rust,incidence_leaf_rust
+55229,Publ,ODK_01,8.0433893,39.1981914,Wane,Tillering,Farmer,Ethiopia,6.0,"Aug 15, 2022",0,none,0,none,0,none
+55308,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Tillering,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55309,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Tillering,,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+55310,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+55311,Publ,CSV_01,7.0417962,39.1589022,Unknown BW,Tillering,,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+55312,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Tillering,,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55313,Publ,CSV_01,6.9932722,39.2285165,Senate,Tillering,,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+55314,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55315,Publ,CSV_01,7.0047282,39.3735472,Danbal,Tillering,,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+55316,Publ,CSV_01,6.9521041,39.3863121,Unknown BW,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55317,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55318,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55319,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Tillering,,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+55320,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Tillering,,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55321,Publ,CSV_01,7.0064178,39.3423803,Daka,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55322,Publ,CSV_01,6.9967798,39.271886,Daka,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55323,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Tillering,,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55324,Publ,CSV_01,6.990228,39.2195063,Daka,Tillering,,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55325,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+55326,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55327,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55328,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55329,Publ,CSV_01,7.0078334,39.0356226,Daka,Tillering,,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+55330,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Tillering,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55331,Publ,CSV_01,6.9983833,39.1460341,Unknown BW,Tillering,,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+55332,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Tillering,,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63340,Publ,ODK_01,8.5940048,39.1498037,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,low,0,none
+63341,Publ,ODK_01,8.4654495,38.953209,Kekeba,Heading,Farmer,Ethiopia,0.5,"Sep 15, 2022",0,none,0,none,0,none
+63342,Publ,ODK_01,8.5251673,38.9053491,Kubsa,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63343,Publ,ODK_01,8.6686731,38.9026778,Kekeba,Flowering,Farmer,Ethiopia,2.0,"Sep 15, 2022",0,low,0,none,0,none
+63344,Publ,ODK_01,8.6055164,38.9138406,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63345,Publ,ODK_01,8.7800157,39.2951426,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63346,Publ,ODK_01,8.7215502,38.9306569,Unkwown,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63347,Publ,ODK_01,8.7848589,39.2766286,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63348,Publ,ODK_01,8.8887434,39.3966748,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63349,Publ,ODK_01,8.6426143,39.1701474,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63350,Publ,ODK_01,8.7201761,39.2095379,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63351,Publ,ODK_01,8.6512458,39.0687752,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63352,Publ,ODK_01,8.6913963,39.0326368,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63353,Publ,ODK_01,8.7195345,39.0116302,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63354,Publ,ODK_01,8.7500406,38.945117,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,low,0,none
+63355,Publ,ODK_01,7.4146,38.2159,Ogolccho,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",10,medium,0,none,0,none
+63356,Publ,ODK_01,7.4521,38.1624,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63357,Publ,ODK_01,7.7600355,38.132405,Ogolcho,Tillering,Farmer,Ethiopia,0.125,"Sep 16, 2022",0,none,0,none,0,none
+63358,Publ,ODK_01,7.4325,38.1759,kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",0,none,0,none,0,none
+63359,Publ,ODK_01,5.9002527,38.2566417,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63360,Publ,ODK_01,5.8865941,38.2574358,Wane,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63361,Publ,ODK_01,5.9212,38.2607767,Wane,Tillering,Farmer,Ethiopia,8.0,"Sep 19, 2022",0,none,0,none,0,none
+63362,Publ,ODK_01,5.8896588,38.2561156,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63363,Publ,ODK_01,5.9125893,38.263192,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63364,Publ,ODK_01,5.9138773,38.2625379,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63365,Publ,ODK_01,6.5481537,38.5021182,Wane,Tillering,Trial,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63366,Publ,ODK_01,6.5208273,38.4864923,Shorima,Tillering,Trial,Ethiopia,0.125,"Sep 19, 2022",0,none,0,none,0,none
+63367,Publ,ODK_01,6.4764707,38.5442538,Shorima,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",10,low,0,none,0,none
+63368,Publ,ODK_01,6.5256831,38.4875937,Shorima,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63369,Publ,ODK_01,6.5233044,38.4866611,Hidase,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63370,Publ,ODK_01,6.5479236,38.5940979,Ogolcho,Tillering,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63371,Publ,ODK_01,6.5473074,38.6234866,Danda'a,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63372,Publ,ODK_01,6.5285763,38.635564,,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63373,Publ,ODK_01,6.5863849,38.6083962,Boru,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63374,Publ,ODK_01,6.5864209,38.6083796,Shaki,Tillering,Trial,Ethiopia,,"Sep 19, 2022",0,none,0,none,0,none
+63375,Publ,ODK_01,6.5865336,38.6084874,Danda'a,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63376,Publ,ODK_01,6.5701068,38.5485672,HB13,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63377,Publ,ODK_01,7.489676,38.206778,,Flowering,Farmer,Ethiopia,1.5,"Sep 19, 2022",10,low,0,none,0,none
+63378,Publ,ODK_01,7.4853883,38.2127383,Kubsa,Milk,Farmer,Ethiopia,2.0,"Sep 19, 2022",50,medium,30,medium,0,none
+63379,Publ,ODK_01,7.4811334,38.218147,,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63380,Publ,ODK_01,7.4502659,38.2230626,Ogolcho,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",30,medium,0,none,0,none
+63381,Publ,ODK_01,7.4500983,38.2229776,Shorima,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63382,Publ,ODK_01,7.4449733,38.2308267,Ogolcho,Boot,Farmer,Ethiopia,2.0,"Sep 19, 2022",30,medium,0,none,0,none
+63383,Publ,ODK_01,7.4618606,38.2310899,Shorima,Boot,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63384,Publ,ODK_01,7.4020253,38.1957472,Ogolcho,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",10,low,0,none,10,low
+63385,Publ,ODK_01,7.4399724,38.2268071,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",30,low,0,none,10,low
+63386,Publ,ODK_01,7.3580183,38.1912467,Ogolcho,Heading,Farmer,Ethiopia,2.0,"Sep 18, 2022",10,low,0,none,0,none
+63387,Publ,ODK_01,7.3966741,38.1885935,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63388,Publ,ODK_01,7.3523056,38.2009519,Danda'a,Tillering,Farmer,Ethiopia,1.5,"Sep 18, 2022",10,low,0,none,0,none
+63389,Publ,ODK_01,7.3568071,38.1930521,King bird,Flowering,Farmer,Ethiopia,1.0,"Sep 18, 2022",10,low,0,none,0,none
+63390,Publ,ODK_01,7.3657609,38.2399168,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63391,Publ,ODK_01,7.3667953,38.2398109,Ogolcho,Heading,Farmer,Ethiopia,0.75,"Sep 18, 2022",30,medium,0,none,0,none
+63392,Publ,ODK_01,7.359083,38.2591408,King bird,Boot,Trial,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63393,Publ,ODK_01,7.3656713,38.2408653,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63394,Publ,ODK_01,8.9088052,39.1613716,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63395,Publ,ODK_01,8.9421577,39.1410115,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 17, 2022",0,none,0,none,0,none
+63396,Publ,ODK_01,8.9248558,39.158495,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63397,Publ,ODK_01,8.9194878,39.1656559,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63398,Publ,ODK_01,8.967002,39.1635225,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63399,Publ,ODK_01,8.9644173,39.1472031,Unkwown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63400,Publ,ODK_01,8.9555469,39.1027165,Unknown,Tillering,Trial,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63401,Publ,ODK_01,8.9693941,39.1421434,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",0,none,0,none,0,none
+63402,Publ,ODK_01,8.896526,39.0514367,Mangudo,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63403,Publ,ODK_01,8.9326747,39.0830088,Mangudo,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63404,Publ,ODK_01,8.8635043,39.023132,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63405,Publ,ODK_01,8.8827957,39.0375921,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63406,Publ,ODK_01,8.8037459,39.0029822,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,10,low,0,none
+63407,Publ,ODK_01,8.8329245,39.0081058,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63408,Publ,ODK_01,8.5618699,39.1754538,Kingbird,Heading,Farmer,Ethiopia,0.25,"Sep 16, 2022",0,none,0,none,0,none
+63409,Publ,ODK_01,8.7145935,39.0370711,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 16, 2022",10,low,0,none,0,none
+63410,Publ,ODK_01,8.4708303,39.0567793,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,10,low,0,none
+63411,Publ,ODK_01,8.5263587,39.0829053,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",10,low,10,low,0,none
+63412,Publ,ODK_01,7.5758981,38.6707987,Unknown,,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63413,Publ,ODK_01,8.433911,39.0289908,Kinbird,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63414,Publ,ODK_01,7.3847269,38.6721418,Unkwown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63415,Publ,ODK_01,7.4162214,38.6741296,Unknown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63416,Publ,ODK_01,7.4810249,38.6761517,Kubsa,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",0,none,0,none,0,none
+63417,Publ,ODK_01,8.0339197,38.7275868,Ogoocho,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,10,low,0,none
+63418,Publ,ODK_01,7.7644749,38.6461494,Jalane,Boot,Farmer,Ethiopia,10.0,"Sep 15, 2022",10,low,0,none,0,none
+63419,Publ,ODK_01,8.1206821,38.7934707,Hawi,Boot,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63420,Publ,ODK_01,8.0771899,38.7547487,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",10,low,10,low,0,none
+63421,Publ,ODK_01,8.2235022,38.8799732,Kinbird,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63422,Publ,ODK_01,8.2806793,38.9293982,Kingbird,Boot,Farmer,Ethiopia,0.5,"Sep 15, 2022",10,low,0,none,0,none
+63423,Publ,ODK_01,8.3099154,38.9524365,Unknown (observation nursery),Flowering,Trial,Ethiopia,,"Sep 15, 2022",0,none,50,high,0,none
+63424,Publ,ODK_01,8.3600637,38.9991785,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63425,Publ,ODK_01,8.3266757,38.9744502,Kingbird,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63426,Publ,ODK_01,8.4382614,39.0090697,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63644,Publ,ODK_01,7.4632,38.156,Ogolcho,Tillering,,Ethiopia,0.35,"Sep 20, 2022",0,none,0,none,0,none
+63645,Publ,ODK_01,7.5949,38.1858,Kingbird,,Farmer,Ethiopia,0.125,"Sep 20, 2022",0,low,0,none,0,none
+63646,Publ,ODK_01,7.3437,38.1054,Kakaba,Boot,,Ethiopia,0.5,"Sep 20, 2022",0,none,0,none,0,none
+63647,Publ,ODK_01,7.5952,38.3186,Ogolcho,Boot,Farmer,Ethiopia,1.0,"Sep 20, 2022",10,low,0,none,0,none
+63648,Publ,ODK_01,8.108,38.3117,Ogolcho,Boot,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,low,0,none,0,none
+63649,Publ,ODK_01,8.5011,38.2233,Kakaba,Tillering,Farmer,Ethiopia,0.125,"Sep 20, 2022",10,low,0,none,0,none
+63650,Publ,ODK_01,8.7041,38.271,Ogolcho,Tillering,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,none,0,none,0,none
+63651,Publ,ODK_01,8.302,38.2415,Kingbird,Tillering,Farmer,Ethiopia,0.25,"Sep 20, 2022",10,low,0,none,0,none
+63652,Publ,ODK_01,7.531,38.763,Ogolcho,Tillering,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,none,0,none,0,none
+63653,Publ,ODK_01,7.5621,38.2856,Kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",10,low,0,none,0,none
+63654,Publ,ODK_01,7.7247,38.2999,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,low,0,none,0,none
+63655,Publ,ODK_01,7.4828,38.2259,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63656,Publ,ODK_01,7.434,38.2131,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63657,Publ,ODK_01,7.4139,38.2011,kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",0,none,0,none,0,none
+63658,Publ,CSV_01,6.9521041,39.3863121,Unknown,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63659,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63660,Publ,CSV_01,7.0064178,39.3423803,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63661,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+63662,Publ,CSV_01,7.0047282,39.3735472,Danbal,Boot,Farmer,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+63663,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63664,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63665,Publ,CSV_01,8.6288595,38.5131788,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63666,Publ,CSV_01,9.7730023,38.9979645,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63667,Publ,CSV_01,9.7539229,39.1961935,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63668,Publ,CSV_01,9.7711736,39.1498779,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63669,Publ,CSV_01,9.7859657,39.0689942,Danda'a,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63670,Publ,CSV_01,11.8363187,38.0917897,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63671,Publ,CSV_01,11.7659664,38.1331549,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63672,Publ,CSV_01,11.7485277,38.1008827,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63673,Publ,CSV_01,11.8110814,38.1182254,Unknown,Flowering,Trial,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63674,Publ,CSV_01,11.7449526,38.3038249,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63675,Publ,CSV_01,11.7382412,38.3767672,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63676,Publ,CSV_01,11.7456641,38.4164107,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63677,Publ,CSV_01,11.7429836,38.3343959,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63678,Publ,CSV_01,11.7796637,38.2730635,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63679,Publ,CSV_01,11.7092636,38.0674971,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63680,Publ,CSV_01,11.6914271,38.0482025,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63681,Publ,CSV_01,11.6569519,38.0639912,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63682,Publ,CSV_01,11.6039516,38.0322246,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63683,Publ,CSV_01,10.7292005,37.5809874,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63684,Publ,CSV_01,10.9096058,37.5327507,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63685,Publ,CSV_01,10.9093243,37.5328185,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63686,Publ,CSV_01,10.9879205,37.505862,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63687,Publ,CSV_01,11.0371163,37.4524463,Unknown,,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63688,Publ,CSV_01,11.0063398,37.4763206,Enkoy,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63689,Publ,CSV_01,11.1654355,37.4454139,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63690,Publ,CSV_01,11.1481464,37.4272087,Enkoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63691,Publ,CSV_01,11.1148108,37.4062117,Enikoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63692,Publ,CSV_01,8.9677975,37.8578858,Liben,Tillering,Trial,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63693,Publ,CSV_01,7.1605451,39.9877377,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63694,Publ,CSV_01,7.0417962,39.1589022,Unknown,Boot,Farmer,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+63695,Publ,CSV_01,7.2283285,39.9609968,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,10,low,0,none
+63696,Publ,CSV_01,8.8522094,38.0942336,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",0,none,0,none,0,none
+63697,Publ,CSV_01,8.9757751,38.1225368,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 03, 2022",0,none,0,none,0,none
+63698,Publ,CSV_01,8.922523,38.1107854,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63699,Publ,CSV_01,8.9930645,38.128651,Kakaba,Flowering,Farmer,Ethiopia,0.75,"Sep 03, 2022",0,none,0,none,0,none
+63700,Publ,CSV_01,8.9678518,38.1196523,Wane,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63701,Publ,CSV_01,9.0072582,38.0880214,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63702,Publ,CSV_01,8.9954719,38.0600876,Wane,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63703,Publ,CSV_01,8.9873555,38.1611187,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63704,Publ,CSV_01,9.00255,38.1526223,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63705,Publ,CSV_01,8.9973793,38.1547335,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63706,Publ,CSV_01,9.0208401,38.1907172,Wane,Heading,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63707,Publ,CSV_01,9.0078411,38.1481219,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63708,Publ,CSV_01,7.1200977,39.8617768,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63709,Publ,CSV_01,7.130042,39.8775129,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63710,Publ,CSV_01,9.0025979,38.2637823,Kakaba,Tillering,Farmer,Ethiopia,0.75,"Aug 30, 2022",0,none,0,none,0,none
+63711,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63712,Publ,CSV_01,6.9932722,39.2285165,Senate,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+63713,Publ,CSV_01,6.990228,39.2195063,Daka,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63714,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63715,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63716,Publ,CSV_01,7.0078334,39.0356226,Daka,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+63717,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63718,Publ,CSV_01,6.9967798,39.271886,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63719,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63720,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63721,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+63722,Publ,CSV_01,6.9983833,39.1460341,Unknown,Boot,Trial,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+63723,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Boot,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+63724,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63725,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63726,Publ,CSV_01,9.0025967,38.2637983,Kakaba,Tillering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63727,Publ,CSV_01,8.9656368,38.2493225,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63728,Publ,CSV_01,9.0070816,38.2782121,Kakaba,Flowering,Farmer,Ethiopia,2.0,"Sep 02, 2022",0,none,0,none,0,none
+63729,Publ,CSV_01,8.9478227,38.2491164,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,10,low,0,none
+63730,Publ,CSV_01,8.9953158,38.2490037,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63731,Publ,CSV_01,8.9814555,38.2490522,Kakaba,,Farmer,Ethiopia,-999.99,"Sep 02, 2022",0,none,0,none,0,none
+63732,Publ,CSV_01,9.0102051,38.2915625,Unknown BW,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,10,low,0,none
+63733,Publ,CSV_01,9.0087976,38.2794703,Kakaba,Heading,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63734,Publ,CSV_01,11.0878365,37.4276171,Unknown,Heading,Farmer,Ethiopia,0.375,"Sep 02, 2022",0,none,0,none,0,none
+63735,Publ,CSV_01,11.0642631,37.4578979,Enkoy,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63736,Publ,CSV_01,7.0082951,40.0008685,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,medium,10,low,0,none
+63737,Publ,CSV_01,7.046566,39.9822724,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,low,10,low,0,none
+63738,Publ,CSV_01,11.8020189,38.1628537,Unknown,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63739,Publ,CSV_01,11.8009306,38.2346707,hudasie,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63740,Publ,CSV_01,7.6153438,37.9274588,Ogolccho,Tillering,Farmer,Ethiopia,0.3,"Sep 10, 2022",0,none,0,none,0,none
+63741,Publ,CSV_01,7.6332304,37.94201,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",0,low,0,none,0,none
+63742,Publ,CSV_01,7.5509371,38.0917711,Dendea,Boot,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63743,Publ,CSV_01,7.0976602,40.0564952,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63744,Publ,CSV_01,7.073513,40.1702194,Unknown BW,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63745,Publ,CSV_01,7.071521,40.1911897,Unknown BW,Tillering,Farmer,Ethiopia,-999.99,"Sep 02, 2022",10,low,10,low,0,none
+63746,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63747,Publ,CSV_01,8.7197844,38.1674427,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63748,Publ,CSV_01,8.97452835,37.56639402,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63749,Publ,CSV_01,8.97389057,37.55814868,Unknown,Boot,Farmer,Ethiopia,0.75,"Sep 04, 2022",0,none,0,none,0,none
+63750,Publ,CSV_01,8.9658522,37.8560993,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63751,Publ,CSV_01,8.97087289,37.54879799,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63752,Publ,CSV_01,8.98571871,37.60581334,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63753,Publ,CSV_01,7.1051454,40.0387351,Kakaba,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,medium,10,low,0,none
+63754,Publ,CSV_01,7.2420578,39.9412637,Danbal,Tillering,Farmer,Ethiopia,15.0,"Sep 03, 2022",10,low,10,low,0,none
+63755,Publ,CSV_01,7.1656031,40.0040476,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,high,10,low,0,none
+63756,Publ,CSV_01,7.0721613,39.9893949,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,high,0,none,0,none
+63757,Publ,CSV_01,7.1539652,40.0046796,Kakaba,Boot,Farmer,Ethiopia,0.5,"Sep 02, 2022",10,high,10,low,0,none
+63758,Publ,CSV_01,7.2540108,39.9099475,Dire,Tillering,Farmer,Ethiopia,10.0,"Sep 03, 2022",0,none,0,none,0,none
+63759,Publ,CSV_01,7.1925626,39.9675963,Kakaba,Boot,Farmer,Ethiopia,2.0,"Sep 03, 2022",10,high,10,low,0,none
+63760,Publ,CSV_01,7.1871934,40.0045169,Kakaba,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63761,Publ,CSV_01,7.0777582,40.1423777,Kakaba,Tillering,Farmer,Ethiopia,80.0,"Sep 02, 2022",10,low,10,low,0,none
+63762,Publ,CSV_01,7.1721068,39.9698043,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63763,Publ,CSV_01,9.700129,39.2566548,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63764,Publ,CSV_01,9.4519736,38.871674,lakech,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63765,Publ,CSV_01,9.3198113,38.7624321,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63766,Publ,CSV_01,9.3901126,38.8082927,Kubsa,Heading,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63767,Publ,CSV_01,9.6444266,38.9808398,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63768,Publ,CSV_01,9.534788,38.87269,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63769,Publ,CSV_01,9.7085214,39.0050265,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63770,Publ,CSV_01,9.5708655,38.9004612,Danda'a,Tillering,Farmer,Ethiopia,0.125,"Sep 01, 2022",0,none,0,none,0,none
+63771,Publ,CSV_01,8.7186231,38.2650505,Kakaba,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63772,Publ,CSV_01,8.5807486,38.2351342,Kingbird,Heading,Trial,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63773,Publ,CSV_01,8.5987951,38.2388214,Kakaba,Flowering,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63774,Publ,CSV_01,8.6430321,38.1990774,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63775,Publ,CSV_01,8.7963657,38.1240308,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63776,Publ,CSV_01,8.8207303,38.1082812,Kingbird,Boot,Farmer,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63777,Publ,CSV_01,8.8299336,38.1045124,Danda'a,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63778,Publ,CSV_01,8.7558072,38.1531265,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63779,Publ,CSV_01,8.7731337,38.315046,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63780,Publ,CSV_01,8.6802651,38.5953449,Danda'a,Flowering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63781,Publ,CSV_01,8.6449289,38.5588662,Kakaba,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63782,Publ,CSV_01,8.7221517,38.6338367,Danda'a,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63783,Publ,CSV_01,8.8832517,38.65739,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63784,Publ,CSV_01,8.8831717,38.6574413,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63785,Publ,CSV_01,8.8334033,38.6527033,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63786,Publ,CSV_01,8.833705,38.6527745,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63787,Publ,CSV_01,8.8758362,38.5467352,Kubsa,Tillering,Farmer,Ethiopia,0.125,"Aug 31, 2022",0,none,0,none,0,none
+63788,Publ,CSV_01,8.7714,38.653855,Danda'a,,Farmer,Ethiopia,0.4,"Aug 31, 2022",0,none,0,none,0,none
+63789,Publ,CSV_01,8.771393,38.653885,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63790,Publ,CSV_01,8.5954851,38.0157825,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63791,Publ,CSV_01,8.6434321,38.127761,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63792,Publ,CSV_01,9.0069983,38.0877483,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63793,Publ,CSV_01,9.0071786,38.0880859,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63794,Publ,CSV_01,8.98116,38.025345,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63795,Publ,CSV_01,8.9812141,38.0254919,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63796,Publ,CSV_01,9.02093,38.1903,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63797,Publ,CSV_01,9.0208722,38.1904401,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63798,Publ,CSV_01,9.0233544,38.3669202,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63799,Publ,CSV_01,8.9659134,37.8569461,Danda'a,Dough,Farmer,Ethiopia,1.0,"Aug 25, 2022",0,none,0,none,0,none
+63800,Publ,CSV_01,9.0162183,38.3336533,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63801,Publ,CSV_01,9.0165798,38.3338764,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63802,Publ,CSV_01,8.7223424,38.6338106,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63803,Publ,CSV_01,7.0694027,40.2037666,Kingbird,Tillering,Farmer,Ethiopia,1.5,"Sep 02, 2022",0,none,0,none,0,none
+63804,Publ,CSV_01,7.2284064,40.0051427,Kingbird,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63805,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+63806,Publ,CSV_01,7.0865544,40.0968244,Unknown BW,Boot,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,low,0,none,0,none
+63807,Publ,CSV_01,7.6710342,38.0536032,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",10,low,0,none,0,none
+63808,Publ,CSV_01,7.6950847,38.0883783,Ogolccho,Tillering,Farmer,Ethiopia,0.5,"Sep 14, 2022",10,low,0,none,0,none
+63809,Publ,CSV_01,7.6994371,38.1307085,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",0,none,0,none,0,none
+63810,Publ,CSV_01,7.7600355,38.132405,Ogolccho,Tillering,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63811,Publ,CSV_01,7.6295101,38.1897053,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",10,low,0,none,0,none
+63812,Publ,CSV_01,7.4955658,38.096945,Denidea,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63813,Publ,CSV_01,7.5275133,38.17953,Shorima,Tillering,Farmer,Ethiopia,0.75,"Sep 09, 2022",10,low,0,none,0,none
+63814,Publ,CSV_01,7.5830386,38.1878482,Ogolccho,Flowering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63815,Publ,CSV_01,7.6605966,38.1683241,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",0,none,0,none,0,none
+63816,Publ,CSV_01,10.9596017,37.5108998,Unknown,Heading,Farmer,Ethiopia,0.75,"Sep 02, 2022",0,none,0,none,0,none
+63817,Publ,CSV_01,8.9875693,37.70570966,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63818,Publ,CSV_01,8.98926637,37.71579945,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63819,Publ,CSV_01,8.98434403,37.72770215,Kakaba,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63820,Publ,CSV_01,8.98938178,37.78923578,Unknown,Boot,Farmer,Ethiopia,0.0125,"Sep 04, 2022",0,none,0,none,0,none
+63821,Publ,CSV_01,11.7231886,38.0982452,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63822,Publ,ODK_01,7.5984939,37.9206405,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63823,Publ,ODK_01,7.4050313,37.7967817,Ogolicho,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63824,Publ,ODK_01,7.2368813,37.8680599,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63825,Publ,ODK_01,6.901828,37.8377679,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63826,Publ,ODK_01,7.6304763,37.880867,Ogolicho,Tillering,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63827,Publ,ODK_01,7.2580636,37.7344458,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63828,Publ,ODK_01,6.8893439,37.641036,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",10,low,0,none,0,none
+63829,Publ,ODK_01,6.8877777,37.8543579,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63830,Publ,ODK_01,6.9344275,37.8069009,Wane,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63831,Publ,ODK_01,7.6651167,37.9708109,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63832,Publ,ODK_01,7.6939452,37.8891129,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63833,Publ,ODK_01,7.4902469,37.8555485,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63834,Publ,ODK_01,7.3223296,37.7779418,Ogolicho,Boot,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63835,Publ,ODK_01,7.1901857,37.9519888,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63836,Publ,ODK_01,6.9647518,37.7407616,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63837,Publ,ODK_01,6.9181052,37.6767612,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63838,Publ,ODK_01,6.8509737,37.8170653,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63839,Publ,ODK_01,6.887644,37.8478644,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63840,Publ,ODK_01,6.9499825,37.8372186,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63841,Publ,ODK_01,7.630116,37.9411823,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63842,Publ,ODK_01,7.5613374,37.8864596,Ogolicho,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63843,Publ,ODK_01,7.660438,37.8845745,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63844,Publ,ODK_01,7.5912185,37.8622567,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63845,Publ,ODK_01,7.4400853,37.8438819,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63846,Publ,ODK_01,7.3737939,37.7886456,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63847,Publ,ODK_01,7.292727,37.7625801,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63848,Publ,ODK_01,7.2369316,37.7282689,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63849,Publ,ODK_01,7.2169388,37.9248604,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63850,Publ,ODK_01,7.2091165,37.8251496,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63851,Publ,ODK_01,6.9189986,37.7312855,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63852,Publ,ODK_01,6.8893617,37.6281215,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63853,Publ,ODK_01,6.9184391,37.6379822,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63854,Publ,ODK_01,6.9198042,37.8560803,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63855,Publ,ODK_01,6.8744605,37.8251766,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",10,low,0,none,0,none
+63856,Publ,ODK_01,6.877289,37.8261387,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63857,Publ,ODK_01,6.8698721,37.8028402,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63858,Publ,ODK_01,6.8994313,37.8197341,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",10,low,0,none,0,none
+63859,Publ,ODK_01,6.9404153,37.8201066,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63860,Publ,ODK_01,6.8880431,37.801686,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63861,Publ,ODK_01,6.9492801,37.8491475,Wane,Tillering,Trial,Ethiopia,5.0,"Sep 22, 2022",0,none,0,none,0,none
+63862,Publ,ODK_01,6.9182059,37.8256717,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63863,Publ,ODK_01,6.8879981,37.8018068,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63864,Publ,ODK_01,11.1802798,36.8645737,kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 23, 2022",0,none,0,none,0,none
+63865,Publ,ODK_01,10.9510908,36.8097551,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63866,Publ,ODK_01,11.0410549,36.9063381,unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 23, 2022",0,none,0,none,0,none
+63867,Publ,ODK_01,10.7938743,37.0290147,Dendea,Tillering,Farmer,Ethiopia,0.4,"Sep 22, 2022",0,none,0,none,0,none
+63868,Publ,ODK_01,10.7976444,37.0368867,Dendea,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63869,Publ,ODK_01,10.8306239,37.0486779,Dendea,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63870,Publ,ODK_01,10.801127,37.0494305,Dendea,Tillering,Farmer,Ethiopia,0.65,"Sep 22, 2022",0,none,0,none,0,none
+63871,Publ,ODK_01,10.7554699,36.8886409,Kakaba,Tillering,Farmer,Ethiopia,1.25,"Sep 22, 2022",0,none,0,none,0,none
+63872,Publ,ODK_01,10.7395523,36.8980901,Kakaba,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63873,Publ,ODK_01,10.7496796,36.8929078,Kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63874,Publ,ODK_01,10.756251,36.8873263,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63875,Publ,ODK_01,10.8051177,36.8607523,Kekeba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63876,Publ,ODK_01,10.7836873,36.8610463,Kakaba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63877,Publ,ODK_01,10.8783542,36.9434268,Unknown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63878,Publ,ODK_01,9.0167458,38.210745,Danda'a,Flowering,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63879,Publ,ODK_01,9.0069887,38.275614,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 25, 2022",0,none,0,none,0,none
+63880,Publ,ODK_01,8.993551,38.0595914,Kingbird,Milk,Trial,Ethiopia,0.0125,"Sep 25, 2022",0,none,0,none,0,none
+63881,Publ,ODK_01,9.019962,38.1155498,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63882,Publ,ODK_01,8.9741492,37.9952211,Danda'a,Heading,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63883,Publ,ODK_01,8.9907829,38.0477452,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63884,Publ,ODK_01,8.6160981,38.2353729,Kakaba,Flowering,Farmer,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63885,Publ,ODK_01,8.5807466,38.2351511,Kingbird,Milk,Trial,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63886,Publ,ODK_01,8.6746492,38.2095084,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63887,Publ,ODK_01,8.6404551,38.22722,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",10,low,10,low,0,none
+63888,Publ,ODK_01,8.7447083,38.1552616,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 24, 2022",10,low,10,low,0,none
+63889,Publ,ODK_01,8.7201914,38.1674616,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63890,Publ,ODK_01,8.69515,38.1963099,Kakaba,Milk,Farmer,Ethiopia,0.25,"Sep 24, 2022",0,none,10,low,0,none
+63891,Publ,ODK_01,8.7942842,38.1308786,Unknown,Milk,Farmer,Ethiopia,1.0,"Sep 24, 2022",0,none,0,none,0,none
+63892,Publ,ODK_01,8.768083,38.1492013,Danda'a,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,0,none,0,none
+63893,Publ,ODK_01,8.8210292,38.1081891,Danda'a,Milk,Trial,Ethiopia,0.0125,"Sep 24, 2022",10,low,10,low,0,none
+63894,Publ,ODK_01,8.8044702,38.1111059,Danda'a,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",0,none,0,none,0,none
+63895,Publ,ODK_01,8.8301017,38.104571,Unknown,Milk,Farmer,Ethiopia,,"Sep 24, 2022",0,none,0,none,0,none
+64116,Publ,ODK_01,-0.363757,35.6870489,Uknown,Tillering,Farmer,Kenya,2.8,"Sep 20, 2022",0,none,0,none,0,none
+64117,Publ,ODK_01,-0.3794836,35.6899018,Njoro II,,Farmer,Kenya,0.4,"Sep 20, 2022",10,low,0,none,0,none
+64118,Publ,ODK_01,-0.2642413,35.7171249,Unknown,Flowering,Farmer,Kenya,0.1,"Sep 20, 2022",50,high,0,none,0,none
+64119,Publ,ODK_01,-0.2834936,35.6972525,Unknown,Boot,Farmer,Kenya,2.0,"Sep 20, 2022",30,low,0,none,0,none
+64120,Publ,ODK_01,-0.3367311,35.9922069,Njoro II,Flowering,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,30,medium,0,none
+64121,Publ,ODK_01,-0.3007381,35.9658333,Njoro Il,Maturity,Farmer,Kenya,0.4,"Sep 20, 2022",0,none,10,low,0,none
+64122,Publ,ODK_01,-0.3110218,36.0029407,Unknown,Maturity,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,10,low,0,none
+64123,Publ,ODK_01,-0.3055584,35.9512273,Njoro Il,Maturity,Farmer,Kenya,1.2,"Sep 19, 2022",0,none,30,low,0,none
+64124,Publ,ODK_01,-0.3479993,35.9743743,Njoro II,Maturity,Farmer,Kenya,2.0,"Sep 14, 2022",0,none,10,low,0,none
+64125,Publ,ODK_01,-0.3476887,35.9507661,Kwale,Milk,Trial,Kenya,0.2,"Sep 14, 2022",0,none,0,none,50,high
+64126,Publ,ODK_01,-0.3775425,35.9777242,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 14, 2022",10,low,0,none,0,none
+64127,Publ,ODK_01,-0.1415673,35.6862894,K. Korongo,Flowering,Farmer,Kenya,80.0,"Sep 13, 2022",0,none,10,low,0,none
+64128,Publ,ODK_01,-0.2089901,35.7020158,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 13, 2022",30,low,0,none,0,none
+64129,Publ,ODK_01,-0.1699711,35.6780189,Kanga,Dough,Farmer,Kenya,0.8,"Sep 14, 2022",0,none,10,low,0,none
+64130,Publ,ODK_01,-0.2818243,35.8809791,Uknown,Tillering,Farmer,Kenya,1.0,"Sep 13, 2022",10,low,0,none,0,none
+64131,Publ,ODK_01,-0.6550081,35.9751047,KS Chui,Flowering,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64132,Publ,ODK_01,-0.6553354,35.9459675,Uknown,Boot,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64133,Publ,ODK_01,-0.5673393,35.986841,Unknown,Dough,Farmer,Kenya,6.0,"Sep 12, 2022",0,none,0,none,0,none
+64134,Publ,ODK_01,-0.3846985,35.9515247,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64135,Publ,ODK_01,-0.4715517,35.9791116,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64136,Publ,ODK_01,0.0423057,36.2832291,Njoro ll,Flowering,Farmer,Kenya,0.2,"Sep 09, 2022",30,low,10,low,0,none
+64137,Publ,ODK_01,0.0560725,36.274145,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 09, 2022",30,low,10,low,0,none
+64138,Publ,ODK_01,0.0403389,36.2952205,Mixed crop (Njoro II & KS.CHUI ),Flowering,Farmer,Kenya,0.4,"Sep 09, 2022",10,low,0,none,0,none
+64139,Publ,ODK_01,-0.069307,36.1771992,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 29, 2022",30,low,50,high,50,high
+64140,Publ,ODK_01,0.0159577,36.2722434,Njoro II,Milk,Farmer,Kenya,8.0,"Sep 09, 2022",0,none,30,medium,10,low
+64141,Publ,ODK_01,-0.1679659,36.0257973,K. Korongo,Flowering,Farmer,Kenya,40.0,"Sep 08, 2022",0,none,10,low,0,none
+64142,Publ,ODK_01,-0.1838272,35.9784135,Njoro II,Milk,Farmer,Kenya,20.0,"Sep 08, 2022",10,low,30,low,0,none
+64143,Publ,ODK_01,-0.2810087,35.9260952,K. Korongo,Flowering,Farmer,Kenya,50.0,"Sep 08, 2022",0,none,0,none,0,none
+64144,Publ,ODK_01,-0.2457379,35.9434808,Njoro II,Milk,Farmer,Kenya,6.0,"Sep 08, 2022",0,none,0,none,0,none
+64145,Publ,ODK_01,-0.2949071,35.9199444,Njoro II,Flowering,Farmer,Kenya,0.4,"Sep 08, 2022",50,high,10,low,0,none
+68992,Publ,ODK_01,9.1993774,39.3879537,Danda'a,Heading,Farmer,Ethiopia,0.375,"Sep 28, 2022",0,none,0,none,0,none
+68993,Publ,ODK_01,9.214194,39.3902781,Danda'a,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",0,none,0,none,0,none
+68994,Publ,ODK_01,9.216429,39.4562366,Hidassie,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",10,low,0,none,0,none
+68995,Publ,ODK_01,9.2039538,39.3994844,,Boot,Farmer,Ethiopia,375.0,"Sep 28, 2022",10,low,0,none,0,none
+68996,Publ,ODK_01,9.2307178,39.436339,Hidassie,Boot,Farmer,Ethiopia,1.25,"Sep 28, 2022",0,none,0,none,0,none
+68997,Publ,ODK_01,9.2072944,39.4300519,Hidassie,Tillering,Farmer,Ethiopia,0.5,"Sep 28, 2022",10,low,0,none,0,none
+68998,Publ,ODK_01,9.2854628,39.4561726,,,Farmer,Ethiopia,0.5,"Sep 28, 2022",0,none,0,none,0,none
+68999,Publ,ODK_01,9.2612935,39.44949,Hidassie,Boot,Farmer,Ethiopia,0.75,"Sep 30, 2022",0,none,0,none,0,none
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_kobotoolbox/SurveyDataProcessed.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_kobotoolbox/SurveyDataProcessed.csv
deleted file mode 100644
index b0d2251ff75bb07e30175986c518458aa0d46076..0000000000000000000000000000000000000000
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Export_kobotoolbox/SurveyDataProcessed.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-site_information-survey_site,stem_rust-stemrust_incidence,dead_yellowrust_samples_count,SET-OF-live_leafrust_samples,meta-instanceID,SET-OF-dead_yellowrust_samples,yellow_rust-yellowrust_incidence,sample_size-using_barcode,samples_type,yellow_rust-yellowrust_severity,sample_size-number_leafrust_live,sample_size-number_yellowrust_dead,site_information-variety,live_leafrust_samples_count,username,SET-OF-live_yellowrust_samples,KEY,leaf_rust-leafrust_incidence,site_information-field_area,score_diseases_count,yellow_rust-yellowrust_host_plant_reaction,imei,site_information-growth_stage,surveyor_infromation-country,site_information-crop,stem_rust-stemrust_host_plant_reaction,surveyor_infromation-surveyor_name,leaf_rust-leafrust_severity,leaf_rust-leafrust_host_plant_reaction,stem_rust-Stemrust_severity,deviceid,sample_size-number_yellowrust_live,live_yellowrust_samples_count,surveyor_infromation-institution,samples_collected,subscriberid,survey_infromation-location_name,comment,septoria-septoria_incidence,septoria-septoria_severity,SET-OF-live_stemrust_samples,sample_size-number_stemrust_dead_dna,sample_size-number_stemrust_live,live_stemrust_samples_count,dead_stemrust_samples_count,SET-OF-dead_stemrust_samples,SET-OF-score_diseases,other_diseases_group-other_diseases,other_crop,phonenumber,SubmissionDate,end,start,survey_infromation-location-Latitude,survey_infromation-location-Longitude,survey_infromation-location-Altitude,survey_infromation-location-Accuracy,survey_infromation-survey_date,today,Origin
-farmer_field,none,1,[{'live_leafrust_samples/live_leafrust/live_leafrust_sample_code': 'RdQiR0gb'}],uuid:064360b1-a1ca-4a2f-9720-87173f092d21,"[{'dead_yellowrust_samples/dead_yellowrust/remark_yellowrust_dead': 'Emmer wheat', 'dead_yellowrust_samples/dead_yellowrust/dead_yellowrust_sample_code': '20171009'}]",low,yes,yellowrust_live yellowrust_dead_dna leafrust_live,5,1,1,Emmer wheat,1,mlnsurveyor,[{'live_yellowrust_samples/live_yellowrust/live_yellowrust_sample_code': 'MyICCHNg'}],064360b1-a1ca-4a2f-9720-87173f092d21,high,1,0,s,3.54919E+14,flowering,Ethiopia,durum_wheat,na,"Ayele, Dave & Yoseph",50,s,-9,3.54919E+14,1,1,CIMMYT,yes,6.36013E+14,"Sinana, Kabira shaya",,,,,,,,,,,,,,"Nov 08, 2017","Nov 08, 2017","Nov 08, 2017",7.19887328,39.96538061,2388,3,"Nov 08, 2017","Nov 08, 2017",kobo-server
-farmer_field,none,,"[{'live_leafrust_samples/live_leafrust/live_leafrust_sample_code': 'nbI5w0zs', 'live_leafrust_samples/live_leafrust/remark_leafrust_live': 'On emmer wheat'}]",uuid:3c6e8308-8f03-477c-8ee1-2dce0cd9ef2f,,none,yes,leafrust_live,-9,1,,Mixed(emmer+sofumer),1,mlnsurveyor,,3c6e8308-8f03-477c-8ee1-2dce0cd9ef2f,high,1,0,na,3.54919E+14,milk,Ethiopia,bread_wheat,na,"Ayele, Dave & Yoseph",50,s,-9,3.54919E+14,,,CIMMYT,yes,6.36013E+14,"Sinana, Ali",,,,,,,,,,,,,,"Nov 08, 2017","Nov 08, 2017","Nov 08, 2017",7.22496467,39.96190362,2367,5,"Nov 08, 2017","Nov 08, 2017",kobo-server
-farmer_field,none,1,,uuid:92c59929-2574-4081-80d0-8ea9a9f9d149,[{'dead_yellowrust_samples/dead_yellowrust/dead_yellowrust_sample_code': '20171007'}],high,yes,yellowrust_dead_dna,100,,1,Medawolabu,,mlnsurveyor,,92c59929-2574-4081-80d0-8ea9a9f9d149,none,1,0,s,3.54919E+14,milk,Ethiopia,bread_wheat,na,"Ayele, Dave & Yoseph",-9,na,-9,3.54919E+14,,,CIMMYT,yes,6.36013E+14,"Robe, Homa",Yellow rust on spike,high,,,,,,,,,,,,"Nov 08, 2017","Nov 08, 2017","Nov 08, 2017",7.14261286,39.9322123,2503,3,"Nov 08, 2017","Nov 08, 2017",kobo-server
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Groups/surveys_PROD.csv b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Groups/surveys_PROD.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b76e5836d9030da1b20e851172afe0453b4d7788
--- /dev/null
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/assets/coordinator/survey/SURVEYDATA_20220930/Groups/surveys_PROD.csv
@@ -0,0 +1,404 @@
+KEY,published_level,origin,latitude,longitude,variety,growth_stage,survey_site,country,field_area,survey_date,severity_yellow_rust,incidence_yellow_rust,severity_stem_rust,incidence_stem_rust,severity_leaf_rust,incidence_leaf_rust
+55229,Publ,ODK_01,8.0433893,39.1981914,Wane,Tillering,Farmer,Ethiopia,6.0,"Aug 15, 2022",0,none,0,none,0,none
+55308,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Tillering,Unknown,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55309,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Tillering,Unknown,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+55310,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,Unknown,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+55311,Publ,CSV_01,7.0417962,39.1589022,Unknown BW,Tillering,Unknown,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+55312,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Tillering,Unknown,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55313,Publ,CSV_01,6.9932722,39.2285165,Senate,Tillering,Unknown,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+55314,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,Unknown,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55315,Publ,CSV_01,7.0047282,39.3735472,Danbal,Tillering,Unknown,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+55316,Publ,CSV_01,6.9521041,39.3863121,Unknown BW,Tillering,Unknown,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55317,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Tillering,Unknown,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55318,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,Unknown,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+55319,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Tillering,Unknown,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+55320,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Tillering,Unknown,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+55321,Publ,CSV_01,7.0064178,39.3423803,Daka,Tillering,Unknown,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55322,Publ,CSV_01,6.9967798,39.271886,Daka,Tillering,Unknown,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55323,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Tillering,Unknown,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+55324,Publ,CSV_01,6.990228,39.2195063,Daka,Tillering,Unknown,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+55325,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,Unknown,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+55326,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,Unknown,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55327,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,Unknown,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55328,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,Unknown,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+55329,Publ,CSV_01,7.0078334,39.0356226,Daka,Tillering,Unknown,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+55330,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Tillering,Unknown,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+55331,Publ,CSV_01,6.9983833,39.1460341,Unknown BW,Tillering,Unknown,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+55332,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Tillering,Unknown,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63340,Publ,ODK_01,8.5940048,39.1498037,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,low,0,none
+63341,Publ,ODK_01,8.4654495,38.953209,Kekeba,Heading,Farmer,Ethiopia,0.5,"Sep 15, 2022",0,none,0,none,0,none
+63342,Publ,ODK_01,8.5251673,38.9053491,Kubsa,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63343,Publ,ODK_01,8.6686731,38.9026778,Kekeba,Flowering,Farmer,Ethiopia,2.0,"Sep 15, 2022",0,low,0,none,0,none
+63344,Publ,ODK_01,8.6055164,38.9138406,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63345,Publ,ODK_01,8.7800157,39.2951426,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63346,Publ,ODK_01,8.7215502,38.9306569,Unkwown,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63347,Publ,ODK_01,8.7848589,39.2766286,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63348,Publ,ODK_01,8.8887434,39.3966748,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63349,Publ,ODK_01,8.6426143,39.1701474,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,low,0,none,0,none
+63350,Publ,ODK_01,8.7201761,39.2095379,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63351,Publ,ODK_01,8.6512458,39.0687752,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 14, 2022",0,none,0,none,0,none
+63352,Publ,ODK_01,8.6913963,39.0326368,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63353,Publ,ODK_01,8.7195345,39.0116302,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 14, 2022",0,none,0,none,0,none
+63354,Publ,ODK_01,8.7500406,38.945117,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,low,0,none
+63355,Publ,ODK_01,7.4146,38.2159,Ogolccho,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",10,medium,0,none,0,none
+63356,Publ,ODK_01,7.4521,38.1624,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63357,Publ,ODK_01,7.7600355,38.132405,Ogolcho,Tillering,Farmer,Ethiopia,0.125,"Sep 16, 2022",0,none,0,none,0,none
+63358,Publ,ODK_01,7.4325,38.1759,kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 16, 2022",0,none,0,none,0,none
+63359,Publ,ODK_01,5.9002527,38.2566417,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63360,Publ,ODK_01,5.8865941,38.2574358,Wane,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63361,Publ,ODK_01,5.9212,38.2607767,Wane,Tillering,Farmer,Ethiopia,8.0,"Sep 19, 2022",0,none,0,none,0,none
+63362,Publ,ODK_01,5.8896588,38.2561156,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63363,Publ,ODK_01,5.9125893,38.263192,Wane,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63364,Publ,ODK_01,5.9138773,38.2625379,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63365,Publ,ODK_01,6.5481537,38.5021182,Wane,Tillering,Trial,Ethiopia,2.0,"Sep 19, 2022",0,none,0,none,0,none
+63366,Publ,ODK_01,6.5208273,38.4864923,Shorima,Tillering,Trial,Ethiopia,0.125,"Sep 19, 2022",0,none,0,none,0,none
+63367,Publ,ODK_01,6.4764707,38.5442538,Shorima,Tillering,Farmer,Ethiopia,0.25,"Sep 19, 2022",10,low,0,none,0,none
+63368,Publ,ODK_01,6.5256831,38.4875937,Shorima,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63369,Publ,ODK_01,6.5233044,38.4866611,Hidase,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63370,Publ,ODK_01,6.5479236,38.5940979,Ogolcho,Tillering,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63371,Publ,ODK_01,6.5473074,38.6234866,Danda'a,Tillering,Farmer,Ethiopia,4.0,"Sep 19, 2022",0,none,0,none,0,none
+63372,Publ,ODK_01,6.5285763,38.635564,,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63373,Publ,ODK_01,6.5863849,38.6083962,Boru,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63374,Publ,ODK_01,6.5864209,38.6083796,Shaki,Tillering,Trial,Ethiopia,,"Sep 19, 2022",0,none,0,none,0,none
+63375,Publ,ODK_01,6.5865336,38.6084874,Danda'a,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63376,Publ,ODK_01,6.5701068,38.5485672,HB13,Tillering,Farmer,Ethiopia,3.0,"Sep 19, 2022",0,none,0,none,0,none
+63377,Publ,ODK_01,7.489676,38.206778,,Flowering,Farmer,Ethiopia,1.5,"Sep 19, 2022",10,low,0,none,0,none
+63378,Publ,ODK_01,7.4853883,38.2127383,Kubsa,Milk,Farmer,Ethiopia,2.0,"Sep 19, 2022",50,medium,30,medium,0,none
+63379,Publ,ODK_01,7.4811334,38.218147,,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",10,low,0,none,0,none
+63380,Publ,ODK_01,7.4502659,38.2230626,Ogolcho,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",30,medium,0,none,0,none
+63381,Publ,ODK_01,7.4500983,38.2229776,Shorima,Tillering,Trial,Ethiopia,0.15,"Sep 19, 2022",0,none,0,none,0,none
+63382,Publ,ODK_01,7.4449733,38.2308267,Ogolcho,Boot,Farmer,Ethiopia,2.0,"Sep 19, 2022",30,medium,0,none,0,none
+63383,Publ,ODK_01,7.4618606,38.2310899,Shorima,Boot,Farmer,Ethiopia,1.0,"Sep 19, 2022",10,low,0,none,0,none
+63384,Publ,ODK_01,7.4020253,38.1957472,Ogolcho,Tillering,Farmer,Ethiopia,2.0,"Sep 19, 2022",10,low,0,none,10,low
+63385,Publ,ODK_01,7.4399724,38.2268071,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 19, 2022",30,low,0,none,10,low
+63386,Publ,ODK_01,7.3580183,38.1912467,Ogolcho,Heading,Farmer,Ethiopia,2.0,"Sep 18, 2022",10,low,0,none,0,none
+63387,Publ,ODK_01,7.3966741,38.1885935,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 19, 2022",0,none,0,none,0,none
+63388,Publ,ODK_01,7.3523056,38.2009519,Danda'a,Tillering,Farmer,Ethiopia,1.5,"Sep 18, 2022",10,low,0,none,0,none
+63389,Publ,ODK_01,7.3568071,38.1930521,King bird,Flowering,Farmer,Ethiopia,1.0,"Sep 18, 2022",10,low,0,none,0,none
+63390,Publ,ODK_01,7.3657609,38.2399168,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63391,Publ,ODK_01,7.3667953,38.2398109,Ogolcho,Heading,Farmer,Ethiopia,0.75,"Sep 18, 2022",30,medium,0,none,0,none
+63392,Publ,ODK_01,7.359083,38.2591408,King bird,Boot,Trial,Ethiopia,0.25,"Sep 19, 2022",0,none,0,none,0,none
+63393,Publ,ODK_01,7.3656713,38.2408653,Danda'a,Boot,Farmer,Ethiopia,0.5,"Sep 18, 2022",0,none,0,none,0,none
+63394,Publ,ODK_01,8.9088052,39.1613716,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63395,Publ,ODK_01,8.9421577,39.1410115,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 17, 2022",0,none,0,none,0,none
+63396,Publ,ODK_01,8.9248558,39.158495,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63397,Publ,ODK_01,8.9194878,39.1656559,Kekeba,Heading,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63398,Publ,ODK_01,8.967002,39.1635225,Mangudo,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63399,Publ,ODK_01,8.9644173,39.1472031,Unkwown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63400,Publ,ODK_01,8.9555469,39.1027165,Unknown,Tillering,Trial,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63401,Publ,ODK_01,8.9693941,39.1421434,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",0,none,0,none,0,none
+63402,Publ,ODK_01,8.896526,39.0514367,Mangudo,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",10,low,0,none,0,none
+63403,Publ,ODK_01,8.9326747,39.0830088,Mangudo,Tillering,Farmer,Ethiopia,0.5,"Sep 17, 2022",10,low,0,none,0,none
+63404,Publ,ODK_01,8.8635043,39.023132,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63405,Publ,ODK_01,8.8827957,39.0375921,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 17, 2022",10,low,0,none,0,none
+63406,Publ,ODK_01,8.8037459,39.0029822,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,10,low,0,none
+63407,Publ,ODK_01,8.8329245,39.0081058,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 17, 2022",0,none,0,none,0,none
+63408,Publ,ODK_01,8.5618699,39.1754538,Kingbird,Heading,Farmer,Ethiopia,0.25,"Sep 16, 2022",0,none,0,none,0,none
+63409,Publ,ODK_01,8.7145935,39.0370711,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 16, 2022",10,low,0,none,0,none
+63410,Publ,ODK_01,8.4708303,39.0567793,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,10,low,0,none
+63411,Publ,ODK_01,8.5263587,39.0829053,Kekeba,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",10,low,10,low,0,none
+63412,Publ,ODK_01,7.5758981,38.6707987,Unknown,,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63413,Publ,ODK_01,8.433911,39.0289908,Kinbird,Flowering,Farmer,Ethiopia,0.5,"Sep 16, 2022",0,none,0,none,0,none
+63414,Publ,ODK_01,7.3847269,38.6721418,Unkwown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63415,Publ,ODK_01,7.4162214,38.6741296,Unknown,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",10,low,0,none,0,none
+63416,Publ,ODK_01,7.4810249,38.6761517,Kubsa,Flowering,Farmer,Ethiopia,1.0,"Sep 16, 2022",0,none,0,none,0,none
+63417,Publ,ODK_01,8.0339197,38.7275868,Ogoocho,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,10,low,0,none
+63418,Publ,ODK_01,7.7644749,38.6461494,Jalane,Boot,Farmer,Ethiopia,10.0,"Sep 15, 2022",10,low,0,none,0,none
+63419,Publ,ODK_01,8.1206821,38.7934707,Hawi,Boot,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63420,Publ,ODK_01,8.0771899,38.7547487,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",10,low,10,low,0,none
+63421,Publ,ODK_01,8.2235022,38.8799732,Kinbird,Flowering,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63422,Publ,ODK_01,8.2806793,38.9293982,Kingbird,Boot,Farmer,Ethiopia,0.5,"Sep 15, 2022",10,low,0,none,0,none
+63423,Publ,ODK_01,8.3099154,38.9524365,Unknown (observation nursery),Flowering,Trial,Ethiopia,,"Sep 15, 2022",0,none,50,high,0,none
+63424,Publ,ODK_01,8.3600637,38.9991785,Kekeba,Flowering,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63425,Publ,ODK_01,8.3266757,38.9744502,Kingbird,Boot,Farmer,Ethiopia,1.0,"Sep 15, 2022",0,none,0,none,0,none
+63426,Publ,ODK_01,8.4382614,39.0090697,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 15, 2022",0,none,0,none,0,none
+63644,Publ,ODK_01,7.4632,38.156,Ogolcho,Tillering,Unknown,Ethiopia,0.35,"Sep 20, 2022",0,none,0,none,0,none
+63645,Publ,ODK_01,7.5949,38.1858,Kingbird,,Farmer,Ethiopia,0.125,"Sep 20, 2022",0,low,0,none,0,none
+63646,Publ,ODK_01,7.3437,38.1054,Kakaba,Boot,Unknown,Ethiopia,0.5,"Sep 20, 2022",0,none,0,none,0,none
+63647,Publ,ODK_01,7.5952,38.3186,Ogolcho,Boot,Farmer,Ethiopia,1.0,"Sep 20, 2022",10,low,0,none,0,none
+63648,Publ,ODK_01,8.108,38.3117,Ogolcho,Boot,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,low,0,none,0,none
+63649,Publ,ODK_01,8.5011,38.2233,Kakaba,Tillering,Farmer,Ethiopia,0.125,"Sep 20, 2022",10,low,0,none,0,none
+63650,Publ,ODK_01,8.7041,38.271,Ogolcho,Tillering,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,none,0,none,0,none
+63651,Publ,ODK_01,8.302,38.2415,Kingbird,Tillering,Farmer,Ethiopia,0.25,"Sep 20, 2022",10,low,0,none,0,none
+63652,Publ,ODK_01,7.531,38.763,Ogolcho,Tillering,Farmer,Ethiopia,0.5,"Sep 20, 2022",10,none,0,none,0,none
+63653,Publ,ODK_01,7.5621,38.2856,Kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",10,low,0,none,0,none
+63654,Publ,ODK_01,7.7247,38.2999,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",0,low,0,none,0,none
+63655,Publ,ODK_01,7.4828,38.2259,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63656,Publ,ODK_01,7.434,38.2131,Kakaba,Boot,Farmer,Ethiopia,0.3,"Sep 20, 2022",10,low,0,none,0,none
+63657,Publ,ODK_01,7.4139,38.2011,kakaba,Boot,Farmer,Ethiopia,3.0,"Sep 20, 2022",0,none,0,none,0,none
+63658,Publ,CSV_01,6.9521041,39.3863121,Unknown,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63659,Publ,CSV_01,6.9834612,39.3792079,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63660,Publ,CSV_01,7.0064178,39.3423803,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63661,Publ,CSV_01,7.0240021,39.4417583,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,low,0,none,0,none
+63662,Publ,CSV_01,7.0047282,39.3735472,Danbal,Boot,Farmer,Ethiopia,3.0,"Aug 18, 2022",10,low,0,none,0,none
+63663,Publ,CSV_01,7.0436211,39.4790461,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63664,Publ,CSV_01,7.0523361,39.4782769,Kubsa,Tillering,Farmer,Ethiopia,0.5,"Aug 18, 2022",0,none,0,none,0,none
+63665,Publ,CSV_01,8.6288595,38.5131788,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63666,Publ,CSV_01,9.7730023,38.9979645,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63667,Publ,CSV_01,9.7539229,39.1961935,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63668,Publ,CSV_01,9.7711736,39.1498779,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63669,Publ,CSV_01,9.7859657,39.0689942,Danda'a,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63670,Publ,CSV_01,11.8363187,38.0917897,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63671,Publ,CSV_01,11.7659664,38.1331549,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63672,Publ,CSV_01,11.7485277,38.1008827,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63673,Publ,CSV_01,11.8110814,38.1182254,Unknown,Flowering,Trial,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63674,Publ,CSV_01,11.7449526,38.3038249,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63675,Publ,CSV_01,11.7382412,38.3767672,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63676,Publ,CSV_01,11.7456641,38.4164107,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63677,Publ,CSV_01,11.7429836,38.3343959,Unknown,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63678,Publ,CSV_01,11.7796637,38.2730635,Unknown,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63679,Publ,CSV_01,11.7092636,38.0674971,Unknown,Flowering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63680,Publ,CSV_01,11.6914271,38.0482025,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63681,Publ,CSV_01,11.6569519,38.0639912,Unknown,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63682,Publ,CSV_01,11.6039516,38.0322246,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63683,Publ,CSV_01,10.7292005,37.5809874,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63684,Publ,CSV_01,10.9096058,37.5327507,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63685,Publ,CSV_01,10.9093243,37.5328185,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63686,Publ,CSV_01,10.9879205,37.505862,Unknown,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63687,Publ,CSV_01,11.0371163,37.4524463,Unknown,,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63688,Publ,CSV_01,11.0063398,37.4763206,Enkoy,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63689,Publ,CSV_01,11.1654355,37.4454139,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 02, 2022",0,none,0,none,0,none
+63690,Publ,CSV_01,11.1481464,37.4272087,Enkoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63691,Publ,CSV_01,11.1148108,37.4062117,Enikoy,Boot,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63692,Publ,CSV_01,8.9677975,37.8578858,Liben,Tillering,Trial,Ethiopia,1.0,"Sep 01, 2022",0,none,0,none,0,none
+63693,Publ,CSV_01,7.1605451,39.9877377,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63694,Publ,CSV_01,7.0417962,39.1589022,Unknown,Boot,Farmer,Ethiopia,3.0,"Aug 17, 2022",0,none,0,none,0,none
+63695,Publ,CSV_01,7.2283285,39.9609968,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,10,low,0,none
+63696,Publ,CSV_01,8.8522094,38.0942336,Unknown,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",0,none,0,none,0,none
+63697,Publ,CSV_01,8.9757751,38.1225368,Kakaba,Flowering,Farmer,Ethiopia,0.25,"Sep 03, 2022",0,none,0,none,0,none
+63698,Publ,CSV_01,8.922523,38.1107854,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63699,Publ,CSV_01,8.9930645,38.128651,Kakaba,Flowering,Farmer,Ethiopia,0.75,"Sep 03, 2022",0,none,0,none,0,none
+63700,Publ,CSV_01,8.9678518,38.1196523,Wane,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63701,Publ,CSV_01,9.0072582,38.0880214,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63702,Publ,CSV_01,8.9954719,38.0600876,Wane,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63703,Publ,CSV_01,8.9873555,38.1611187,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63704,Publ,CSV_01,9.00255,38.1526223,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63705,Publ,CSV_01,8.9973793,38.1547335,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63706,Publ,CSV_01,9.0208401,38.1907172,Wane,Heading,Farmer,Ethiopia,0.25,"Sep 02, 2022",0,none,0,none,0,none
+63707,Publ,CSV_01,9.0078411,38.1481219,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63708,Publ,CSV_01,7.1200977,39.8617768,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63709,Publ,CSV_01,7.130042,39.8775129,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63710,Publ,CSV_01,9.0025979,38.2637823,Kakaba,Tillering,Farmer,Ethiopia,0.75,"Aug 30, 2022",0,none,0,none,0,none
+63711,Publ,CSV_01,6.9848651,39.2056866,Kakaba,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63712,Publ,CSV_01,6.9932722,39.2285165,Senate,Boot,Farmer,Ethiopia,0.5,"Aug 18, 2022",10,high,0,none,0,none
+63713,Publ,CSV_01,6.990228,39.2195063,Daka,Boot,Farmer,Ethiopia,0.5,"Aug 17, 2022",10,low,0,none,0,none
+63714,Publ,CSV_01,7.0041679,39.1209845,Kingbird,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63715,Publ,CSV_01,7.004232,39.0959895,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63716,Publ,CSV_01,7.0078334,39.0356226,Daka,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,low,0,none,0,none
+63717,Publ,CSV_01,6.9966575,39.3056831,Daka,Heading,Farmer,Ethiopia,1.0,"Aug 18, 2022",0,none,0,none,0,none
+63718,Publ,CSV_01,6.9967798,39.271886,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63719,Publ,CSV_01,6.9942853,39.2530897,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 18, 2022",10,low,0,none,0,none
+63720,Publ,CSV_01,7.0093393,39.1542151,Digelu,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63721,Publ,CSV_01,6.9846349,39.1325153,Kakaba,Boot,Farmer,Ethiopia,2.0,"Aug 17, 2022",10,high,0,none,0,none
+63722,Publ,CSV_01,6.9983833,39.1460341,Unknown,Boot,Trial,Ethiopia,0.001,"Aug 17, 2022",10,low,0,none,0,none
+63723,Publ,CSV_01,6.9959609,39.0175277,Kingbird,Boot,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,low,0,none,0,none
+63724,Publ,CSV_01,6.9904616,39.1623691,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63725,Publ,CSV_01,7.0067491,39.0640498,Kubsa,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",0,none,0,none,0,none
+63726,Publ,CSV_01,9.0025967,38.2637983,Kakaba,Tillering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63727,Publ,CSV_01,8.9656368,38.2493225,Kakaba,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63728,Publ,CSV_01,9.0070816,38.2782121,Kakaba,Flowering,Farmer,Ethiopia,2.0,"Sep 02, 2022",0,none,0,none,0,none
+63729,Publ,CSV_01,8.9478227,38.2491164,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,10,low,0,none
+63730,Publ,CSV_01,8.9953158,38.2490037,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63731,Publ,CSV_01,8.9814555,38.2490522,Kakaba,,Farmer,Ethiopia,-999.99,"Sep 02, 2022",0,none,0,none,0,none
+63732,Publ,CSV_01,9.0102051,38.2915625,Unknown BW,Flowering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,10,low,0,none
+63733,Publ,CSV_01,9.0087976,38.2794703,Kakaba,Heading,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63734,Publ,CSV_01,11.0878365,37.4276171,Unknown,Heading,Farmer,Ethiopia,0.375,"Sep 02, 2022",0,none,0,none,0,none
+63735,Publ,CSV_01,11.0642631,37.4578979,Enkoy,Heading,Farmer,Ethiopia,0.5,"Sep 02, 2022",0,none,0,none,0,none
+63736,Publ,CSV_01,7.0082951,40.0008685,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,medium,10,low,0,none
+63737,Publ,CSV_01,7.046566,39.9822724,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,low,10,low,0,none
+63738,Publ,CSV_01,11.8020189,38.1628537,Unknown,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63739,Publ,CSV_01,11.8009306,38.2346707,hudasie,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63740,Publ,CSV_01,7.6153438,37.9274588,Ogolccho,Tillering,Farmer,Ethiopia,0.3,"Sep 10, 2022",0,none,0,none,0,none
+63741,Publ,CSV_01,7.6332304,37.94201,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",0,low,0,none,0,none
+63742,Publ,CSV_01,7.5509371,38.0917711,Dendea,Boot,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63743,Publ,CSV_01,7.0976602,40.0564952,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63744,Publ,CSV_01,7.073513,40.1702194,Unknown BW,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,low,0,none,0,none
+63745,Publ,CSV_01,7.071521,40.1911897,Unknown BW,Tillering,Farmer,Ethiopia,-999.99,"Sep 02, 2022",10,low,10,low,0,none
+63746,Publ,CSV_01,6.9933707,39.1429975,Daka,Boot,Farmer,Ethiopia,1.0,"Aug 17, 2022",10,low,0,none,0,none
+63747,Publ,CSV_01,8.7197844,38.1674427,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63748,Publ,CSV_01,8.97452835,37.56639402,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63749,Publ,CSV_01,8.97389057,37.55814868,Unknown,Boot,Farmer,Ethiopia,0.75,"Sep 04, 2022",0,none,0,none,0,none
+63750,Publ,CSV_01,8.9658522,37.8560993,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63751,Publ,CSV_01,8.97087289,37.54879799,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63752,Publ,CSV_01,8.98571871,37.60581334,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63753,Publ,CSV_01,7.1051454,40.0387351,Kakaba,Boot,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,medium,10,low,0,none
+63754,Publ,CSV_01,7.2420578,39.9412637,Danbal,Tillering,Farmer,Ethiopia,15.0,"Sep 03, 2022",10,low,10,low,0,none
+63755,Publ,CSV_01,7.1656031,40.0040476,Kakaba,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",10,high,10,low,0,none
+63756,Publ,CSV_01,7.0721613,39.9893949,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 04, 2022",10,high,0,none,0,none
+63757,Publ,CSV_01,7.1539652,40.0046796,Kakaba,Boot,Farmer,Ethiopia,0.5,"Sep 02, 2022",10,high,10,low,0,none
+63758,Publ,CSV_01,7.2540108,39.9099475,Dire,Tillering,Farmer,Ethiopia,10.0,"Sep 03, 2022",0,none,0,none,0,none
+63759,Publ,CSV_01,7.1925626,39.9675963,Kakaba,Boot,Farmer,Ethiopia,2.0,"Sep 03, 2022",10,high,10,low,0,none
+63760,Publ,CSV_01,7.1871934,40.0045169,Kakaba,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63761,Publ,CSV_01,7.0777582,40.1423777,Kakaba,Tillering,Farmer,Ethiopia,80.0,"Sep 02, 2022",10,low,10,low,0,none
+63762,Publ,CSV_01,7.1721068,39.9698043,Unknown BW,Boot,Farmer,Ethiopia,1.0,"Sep 03, 2022",10,low,0,none,0,none
+63763,Publ,CSV_01,9.700129,39.2566548,Hidasie,Tillering,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63764,Publ,CSV_01,9.4519736,38.871674,lakech,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63765,Publ,CSV_01,9.3198113,38.7624321,Unknown BW,Boot,Farmer,Ethiopia,0.5,"Sep 01, 2022",0,none,0,none,0,none
+63766,Publ,CSV_01,9.3901126,38.8082927,Kubsa,Heading,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63767,Publ,CSV_01,9.6444266,38.9808398,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63768,Publ,CSV_01,9.534788,38.87269,Ogolcho,Tillering,Farmer,Ethiopia,0.75,"Sep 01, 2022",0,none,0,none,0,none
+63769,Publ,CSV_01,9.7085214,39.0050265,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63770,Publ,CSV_01,9.5708655,38.9004612,Danda'a,Tillering,Farmer,Ethiopia,0.125,"Sep 01, 2022",0,none,0,none,0,none
+63771,Publ,CSV_01,8.7186231,38.2650505,Kakaba,Heading,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63772,Publ,CSV_01,8.5807486,38.2351342,Kingbird,Heading,Trial,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63773,Publ,CSV_01,8.5987951,38.2388214,Kakaba,Flowering,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63774,Publ,CSV_01,8.6430321,38.1990774,Kakaba,Boot,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63775,Publ,CSV_01,8.7963657,38.1240308,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 03, 2022",0,none,0,none,0,none
+63776,Publ,CSV_01,8.8207303,38.1082812,Kingbird,Boot,Farmer,Ethiopia,0.05,"Sep 03, 2022",0,none,0,none,0,none
+63777,Publ,CSV_01,8.8299336,38.1045124,Danda'a,Boot,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63778,Publ,CSV_01,8.7558072,38.1531265,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 03, 2022",0,none,0,none,0,none
+63779,Publ,CSV_01,8.7731337,38.315046,Kakaba,Flowering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63780,Publ,CSV_01,8.6802651,38.5953449,Danda'a,Flowering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63781,Publ,CSV_01,8.6449289,38.5588662,Kakaba,Boot,Farmer,Ethiopia,0.75,"Aug 31, 2022",0,none,0,none,0,none
+63782,Publ,CSV_01,8.7221517,38.6338367,Danda'a,Boot,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63783,Publ,CSV_01,8.8832517,38.65739,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63784,Publ,CSV_01,8.8831717,38.6574413,Danda'a,Tillering,Farmer,Ethiopia,1.0,"Aug 31, 2022",0,none,0,none,0,none
+63785,Publ,CSV_01,8.8334033,38.6527033,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63786,Publ,CSV_01,8.833705,38.6527745,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63787,Publ,CSV_01,8.8758362,38.5467352,Kubsa,Tillering,Farmer,Ethiopia,0.125,"Aug 31, 2022",0,none,0,none,0,none
+63788,Publ,CSV_01,8.7714,38.653855,Danda'a,,Farmer,Ethiopia,0.4,"Aug 31, 2022",0,none,0,none,0,none
+63789,Publ,CSV_01,8.771393,38.653885,Danda'a,Tillering,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63790,Publ,CSV_01,8.5954851,38.0157825,Unknown BW,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63791,Publ,CSV_01,8.6434321,38.127761,Danda'a,Tillering,Farmer,Ethiopia,0.5,"Aug 31, 2022",0,none,0,none,0,none
+63792,Publ,CSV_01,9.0069983,38.0877483,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63793,Publ,CSV_01,9.0071786,38.0880859,Danda'a,Flowering,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63794,Publ,CSV_01,8.98116,38.025345,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63795,Publ,CSV_01,8.9812141,38.0254919,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 30, 2022",0,none,0,none,0,none
+63796,Publ,CSV_01,9.02093,38.1903,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63797,Publ,CSV_01,9.0208722,38.1904401,Danda'a,Tillering,Farmer,Ethiopia,0.3,"Aug 30, 2022",0,none,0,none,0,none
+63798,Publ,CSV_01,9.0233544,38.3669202,Kingbird,Tillering,Farmer,Ethiopia,1.0,"Sep 02, 2022",0,none,0,none,0,none
+63799,Publ,CSV_01,8.9659134,37.8569461,Danda'a,Dough,Farmer,Ethiopia,1.0,"Aug 25, 2022",0,none,0,none,0,none
+63800,Publ,CSV_01,9.0162183,38.3336533,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63801,Publ,CSV_01,9.0165798,38.3338764,Danda'a,Flowering,Farmer,Ethiopia,0.5,"Aug 30, 2022",0,none,0,none,0,none
+63802,Publ,CSV_01,8.7223424,38.6338106,Danda'a,Boot,Farmer,Ethiopia,0.25,"Aug 31, 2022",0,none,0,none,0,none
+63803,Publ,CSV_01,7.0694027,40.2037666,Kingbird,Tillering,Farmer,Ethiopia,1.5,"Sep 02, 2022",0,none,0,none,0,none
+63804,Publ,CSV_01,7.2284064,40.0051427,Kingbird,Tillering,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,high,10,low,0,none
+63805,Publ,CSV_01,6.9526666,39.0317466,Kakaba,Heading,Farmer,Ethiopia,80.0,"Aug 17, 2022",10,high,0,none,0,none
+63806,Publ,CSV_01,7.0865544,40.0968244,Unknown BW,Boot,Farmer,Ethiopia,2.0,"Sep 02, 2022",10,low,0,none,0,none
+63807,Publ,CSV_01,7.6710342,38.0536032,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 10, 2022",10,low,0,none,0,none
+63808,Publ,CSV_01,7.6950847,38.0883783,Ogolccho,Tillering,Farmer,Ethiopia,0.5,"Sep 14, 2022",10,low,0,none,0,none
+63809,Publ,CSV_01,7.6994371,38.1307085,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",0,none,0,none,0,none
+63810,Publ,CSV_01,7.7600355,38.132405,Ogolccho,Tillering,Farmer,Ethiopia,0.125,"Sep 10, 2022",0,none,0,none,0,none
+63811,Publ,CSV_01,7.6295101,38.1897053,Ogolccho,Tillering,Farmer,Ethiopia,0.4,"Sep 09, 2022",10,low,0,none,0,none
+63812,Publ,CSV_01,7.4955658,38.096945,Denidea,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63813,Publ,CSV_01,7.5275133,38.17953,Shorima,Tillering,Farmer,Ethiopia,0.75,"Sep 09, 2022",10,low,0,none,0,none
+63814,Publ,CSV_01,7.5830386,38.1878482,Ogolccho,Flowering,Farmer,Ethiopia,0.25,"Sep 09, 2022",10,low,0,none,0,none
+63815,Publ,CSV_01,7.6605966,38.1683241,Ogolccho,Tillering,Farmer,Ethiopia,0.25,"Sep 09, 2022",0,none,0,none,0,none
+63816,Publ,CSV_01,10.9596017,37.5108998,Unknown,Heading,Farmer,Ethiopia,0.75,"Sep 02, 2022",0,none,0,none,0,none
+63817,Publ,CSV_01,8.9875693,37.70570966,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 04, 2022",0,none,0,none,0,none
+63818,Publ,CSV_01,8.98926637,37.71579945,Unknown,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63819,Publ,CSV_01,8.98434403,37.72770215,Kakaba,Boot,Farmer,Ethiopia,0.25,"Sep 04, 2022",0,none,0,none,0,none
+63820,Publ,CSV_01,8.98938178,37.78923578,Unknown,Boot,Farmer,Ethiopia,0.0125,"Sep 04, 2022",0,none,0,none,0,none
+63821,Publ,CSV_01,11.7231886,38.0982452,Unknown,Heading,Farmer,Ethiopia,0.25,"Sep 01, 2022",0,none,0,none,0,none
+63822,Publ,ODK_01,7.5984939,37.9206405,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63823,Publ,ODK_01,7.4050313,37.7967817,Ogolicho,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63824,Publ,ODK_01,7.2368813,37.8680599,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63825,Publ,ODK_01,6.901828,37.8377679,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63826,Publ,ODK_01,7.6304763,37.880867,Ogolicho,Tillering,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63827,Publ,ODK_01,7.2580636,37.7344458,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63828,Publ,ODK_01,6.8893439,37.641036,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",10,low,0,none,0,none
+63829,Publ,ODK_01,6.8877777,37.8543579,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63830,Publ,ODK_01,6.9344275,37.8069009,Wane,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63831,Publ,ODK_01,7.6651167,37.9708109,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63832,Publ,ODK_01,7.6939452,37.8891129,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63833,Publ,ODK_01,7.4902469,37.8555485,Unknown,Boot,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63834,Publ,ODK_01,7.3223296,37.7779418,Ogolicho,Boot,Farmer,Ethiopia,1.5,"Sep 22, 2022",0,none,0,none,0,none
+63835,Publ,ODK_01,7.1901857,37.9519888,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63836,Publ,ODK_01,6.9647518,37.7407616,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63837,Publ,ODK_01,6.9181052,37.6767612,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63838,Publ,ODK_01,6.8509737,37.8170653,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63839,Publ,ODK_01,6.887644,37.8478644,Ogolicho,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63840,Publ,ODK_01,6.9499825,37.8372186,Wane,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63841,Publ,ODK_01,7.630116,37.9411823,Unknown,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63842,Publ,ODK_01,7.5613374,37.8864596,Ogolicho,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63843,Publ,ODK_01,7.660438,37.8845745,Wane,Tillering,Farmer,Ethiopia,2.0,"Sep 22, 2022",0,none,0,none,0,none
+63844,Publ,ODK_01,7.5912185,37.8622567,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63845,Publ,ODK_01,7.4400853,37.8438819,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63846,Publ,ODK_01,7.3737939,37.7886456,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63847,Publ,ODK_01,7.292727,37.7625801,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",0,none,0,none,0,none
+63848,Publ,ODK_01,7.2369316,37.7282689,Unknown,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63849,Publ,ODK_01,7.2169388,37.9248604,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63850,Publ,ODK_01,7.2091165,37.8251496,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63851,Publ,ODK_01,6.9189986,37.7312855,Unknown,Boot,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63852,Publ,ODK_01,6.8893617,37.6281215,Ogolicho,Tillering,Farmer,Ethiopia,0.5,"Sep 22, 2022",0,none,0,none,0,none
+63853,Publ,ODK_01,6.9184391,37.6379822,Unknown,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63854,Publ,ODK_01,6.9198042,37.8560803,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63855,Publ,ODK_01,6.8744605,37.8251766,Ogolicho,Tillering,Farmer,Ethiopia,0.75,"Sep 22, 2022",10,low,0,none,0,none
+63856,Publ,ODK_01,6.877289,37.8261387,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63857,Publ,ODK_01,6.8698721,37.8028402,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",0,none,0,none,0,none
+63858,Publ,ODK_01,6.8994313,37.8197341,Unknown,Tillering,Farmer,Ethiopia,0.125,"Sep 22, 2022",10,low,0,none,0,none
+63859,Publ,ODK_01,6.9404153,37.8201066,Ogolicho,Tillering,Farmer,Ethiopia,1.0,"Sep 22, 2022",0,none,0,none,0,none
+63860,Publ,ODK_01,6.8880431,37.801686,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63861,Publ,ODK_01,6.9492801,37.8491475,Wane,Tillering,Trial,Ethiopia,5.0,"Sep 22, 2022",0,none,0,none,0,none
+63862,Publ,ODK_01,6.9182059,37.8256717,Ogolicho,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",10,low,0,none,0,none
+63863,Publ,ODK_01,6.8879981,37.8018068,Unknown,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63864,Publ,ODK_01,11.1802798,36.8645737,kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 23, 2022",0,none,0,none,0,none
+63865,Publ,ODK_01,10.9510908,36.8097551,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63866,Publ,ODK_01,11.0410549,36.9063381,unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 23, 2022",0,none,0,none,0,none
+63867,Publ,ODK_01,10.7938743,37.0290147,Dendea,Tillering,Farmer,Ethiopia,0.4,"Sep 22, 2022",0,none,0,none,0,none
+63868,Publ,ODK_01,10.7976444,37.0368867,Dendea,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63869,Publ,ODK_01,10.8306239,37.0486779,Dendea,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63870,Publ,ODK_01,10.801127,37.0494305,Dendea,Tillering,Farmer,Ethiopia,0.65,"Sep 22, 2022",0,none,0,none,0,none
+63871,Publ,ODK_01,10.7554699,36.8886409,Kakaba,Tillering,Farmer,Ethiopia,1.25,"Sep 22, 2022",0,none,0,none,0,none
+63872,Publ,ODK_01,10.7395523,36.8980901,Kakaba,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63873,Publ,ODK_01,10.7496796,36.8929078,Kakaba,Tillering,Farmer,Ethiopia,0.25,"Sep 22, 2022",0,none,0,none,0,none
+63874,Publ,ODK_01,10.756251,36.8873263,Unkown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63875,Publ,ODK_01,10.8051177,36.8607523,Kekeba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63876,Publ,ODK_01,10.7836873,36.8610463,Kakaba,Tillering,Farmer,Ethiopia,0.1,"Sep 22, 2022",0,none,0,none,0,none
+63877,Publ,ODK_01,10.8783542,36.9434268,Unknown,Tillering,Farmer,Ethiopia,0.15,"Sep 22, 2022",0,none,0,none,0,none
+63878,Publ,ODK_01,9.0167458,38.210745,Danda'a,Flowering,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63879,Publ,ODK_01,9.0069887,38.275614,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 25, 2022",0,none,0,none,0,none
+63880,Publ,ODK_01,8.993551,38.0595914,Kingbird,Milk,Trial,Ethiopia,0.0125,"Sep 25, 2022",0,none,0,none,0,none
+63881,Publ,ODK_01,9.019962,38.1155498,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 25, 2022",0,none,0,none,0,none
+63882,Publ,ODK_01,8.9741492,37.9952211,Danda'a,Heading,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63883,Publ,ODK_01,8.9907829,38.0477452,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 25, 2022",0,none,0,none,0,none
+63884,Publ,ODK_01,8.6160981,38.2353729,Kakaba,Flowering,Farmer,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63885,Publ,ODK_01,8.5807466,38.2351511,Kingbird,Milk,Trial,Ethiopia,0.025,"Sep 24, 2022",10,low,0,none,0,none
+63886,Publ,ODK_01,8.6746492,38.2095084,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63887,Publ,ODK_01,8.6404551,38.22722,Kakaba,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",10,low,10,low,0,none
+63888,Publ,ODK_01,8.7447083,38.1552616,Kakaba,Dough,Farmer,Ethiopia,0.25,"Sep 24, 2022",10,low,10,low,0,none
+63889,Publ,ODK_01,8.7201914,38.1674616,Kakaba,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,10,low,0,none
+63890,Publ,ODK_01,8.69515,38.1963099,Kakaba,Milk,Farmer,Ethiopia,0.25,"Sep 24, 2022",0,none,10,low,0,none
+63891,Publ,ODK_01,8.7942842,38.1308786,Unknown,Milk,Farmer,Ethiopia,1.0,"Sep 24, 2022",0,none,0,none,0,none
+63892,Publ,ODK_01,8.768083,38.1492013,Danda'a,Milk,Farmer,Ethiopia,0.125,"Sep 24, 2022",0,none,0,none,0,none
+63893,Publ,ODK_01,8.8210292,38.1081891,Danda'a,Milk,Trial,Ethiopia,0.0125,"Sep 24, 2022",10,low,10,low,0,none
+63894,Publ,ODK_01,8.8044702,38.1111059,Danda'a,Milk,Farmer,Ethiopia,0.5,"Sep 24, 2022",0,none,0,none,0,none
+63895,Publ,ODK_01,8.8301017,38.104571,Unknown,Milk,Farmer,Ethiopia,,"Sep 24, 2022",0,none,0,none,0,none
+64116,Publ,ODK_01,-0.363757,35.6870489,Uknown,Tillering,Farmer,Kenya,2.8,"Sep 20, 2022",0,none,0,none,0,none
+64117,Publ,ODK_01,-0.3794836,35.6899018,Njoro II,,Farmer,Kenya,0.4,"Sep 20, 2022",10,low,0,none,0,none
+64118,Publ,ODK_01,-0.2642413,35.7171249,Unknown,Flowering,Farmer,Kenya,0.1,"Sep 20, 2022",50,high,0,none,0,none
+64119,Publ,ODK_01,-0.2834936,35.6972525,Unknown,Boot,Farmer,Kenya,2.0,"Sep 20, 2022",30,low,0,none,0,none
+64120,Publ,ODK_01,-0.3367311,35.9922069,Njoro II,Flowering,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,30,medium,0,none
+64121,Publ,ODK_01,-0.3007381,35.9658333,Njoro Il,Maturity,Farmer,Kenya,0.4,"Sep 20, 2022",0,none,10,low,0,none
+64122,Publ,ODK_01,-0.3110218,36.0029407,Unknown,Maturity,Farmer,Kenya,0.8,"Sep 19, 2022",0,none,10,low,0,none
+64123,Publ,ODK_01,-0.3055584,35.9512273,Njoro Il,Maturity,Farmer,Kenya,1.2,"Sep 19, 2022",0,none,30,low,0,none
+64124,Publ,ODK_01,-0.3479993,35.9743743,Njoro II,Maturity,Farmer,Kenya,2.0,"Sep 14, 2022",0,none,10,low,0,none
+64125,Publ,ODK_01,-0.3476887,35.9507661,Kwale,Milk,Trial,Kenya,0.2,"Sep 14, 2022",0,none,0,none,50,high
+64126,Publ,ODK_01,-0.3775425,35.9777242,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 14, 2022",10,low,0,none,0,none
+64127,Publ,ODK_01,-0.1415673,35.6862894,K. Korongo,Flowering,Farmer,Kenya,80.0,"Sep 13, 2022",0,none,10,low,0,none
+64128,Publ,ODK_01,-0.2089901,35.7020158,Uknown,Tillering,Farmer,Kenya,0.8,"Sep 13, 2022",30,low,0,none,0,none
+64129,Publ,ODK_01,-0.1699711,35.6780189,Kanga,Dough,Farmer,Kenya,0.8,"Sep 14, 2022",0,none,10,low,0,none
+64130,Publ,ODK_01,-0.2818243,35.8809791,Uknown,Tillering,Farmer,Kenya,1.0,"Sep 13, 2022",10,low,0,none,0,none
+64131,Publ,ODK_01,-0.6550081,35.9751047,KS Chui,Flowering,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64132,Publ,ODK_01,-0.6553354,35.9459675,Uknown,Boot,Farmer,Kenya,40.0,"Sep 12, 2022",0,none,0,none,0,none
+64133,Publ,ODK_01,-0.5673393,35.986841,Unknown,Dough,Farmer,Kenya,6.0,"Sep 12, 2022",0,none,0,none,0,none
+64134,Publ,ODK_01,-0.3846985,35.9515247,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64135,Publ,ODK_01,-0.4715517,35.9791116,Njoro II,Dough,Farmer,Kenya,2.8,"Sep 12, 2022",0,none,10,low,0,none
+64136,Publ,ODK_01,0.0423057,36.2832291,Njoro ll,Flowering,Farmer,Kenya,0.2,"Sep 09, 2022",30,low,10,low,0,none
+64137,Publ,ODK_01,0.0560725,36.274145,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 09, 2022",30,low,10,low,0,none
+64138,Publ,ODK_01,0.0403389,36.2952205,Mixed crop (Njoro II & KS.CHUI ),Flowering,Farmer,Kenya,0.4,"Sep 09, 2022",10,low,0,none,0,none
+64139,Publ,ODK_01,-0.069307,36.1771992,Njoro II,Dough,Farmer,Kenya,0.8,"Sep 29, 2022",30,low,50,high,50,high
+64140,Publ,ODK_01,0.0159577,36.2722434,Njoro II,Milk,Farmer,Kenya,8.0,"Sep 09, 2022",0,none,30,medium,10,low
+64141,Publ,ODK_01,-0.1679659,36.0257973,K. Korongo,Flowering,Farmer,Kenya,40.0,"Sep 08, 2022",0,none,10,low,0,none
+64142,Publ,ODK_01,-0.1838272,35.9784135,Njoro II,Milk,Farmer,Kenya,20.0,"Sep 08, 2022",10,low,30,low,0,none
+64143,Publ,ODK_01,-0.2810087,35.9260952,K. Korongo,Flowering,Farmer,Kenya,50.0,"Sep 08, 2022",0,none,0,none,0,none
+64144,Publ,ODK_01,-0.2457379,35.9434808,Njoro II,Milk,Farmer,Kenya,6.0,"Sep 08, 2022",0,none,0,none,0,none
+64145,Publ,ODK_01,-0.2949071,35.9199444,Njoro II,Flowering,Farmer,Kenya,0.4,"Sep 08, 2022",50,high,10,low,0,none
+68992,Publ,ODK_01,9.1993774,39.3879537,Danda'a,Heading,Farmer,Ethiopia,0.375,"Sep 28, 2022",0,none,0,none,0,none
+68993,Publ,ODK_01,9.214194,39.3902781,Danda'a,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",0,none,0,none,0,none
+68994,Publ,ODK_01,9.216429,39.4562366,Hidassie,Heading,Farmer,Ethiopia,0.75,"Sep 28, 2022",10,low,0,none,0,none
+68995,Publ,ODK_01,9.2039538,39.3994844,,Boot,Farmer,Ethiopia,375.0,"Sep 28, 2022",10,low,0,none,0,none
+68996,Publ,ODK_01,9.2307178,39.436339,Hidassie,Boot,Farmer,Ethiopia,1.25,"Sep 28, 2022",0,none,0,none,0,none
+68997,Publ,ODK_01,9.2072944,39.4300519,Hidassie,Tillering,Farmer,Ethiopia,0.5,"Sep 28, 2022",10,low,0,none,0,none
+68998,Publ,ODK_01,9.2854628,39.4561726,,,Farmer,Ethiopia,0.5,"Sep 28, 2022",0,none,0,none,0,none
+68999,Publ,ODK_01,9.2612935,39.44949,Hidassie,Boot,Farmer,Ethiopia,0.75,"Sep 30, 2022",0,none,0,none,0,none
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/Cred-ODK-EIAR.json b/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/Cred-ODK-EIAR.json
deleted file mode 100644
index 00d528703a6cc8068dda52618955ed9190fcf34b..0000000000000000000000000000000000000000
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/Cred-ODK-EIAR.json
+++ /dev/null
@@ -1,31 +0,0 @@
-{
-    "forms" : [
-        {
-            "type" : "ODK",
-            "ODK_jar" : "./test_survey.py",
-            "url" : "not_needed",
-            "user" : "not_needed",
-            "pass" : "not_needed",
-            "form_id" : "wheat_rust_survey_1_0",
-            "form_name" : "Wheat rust survey 1_0"
-        },
-        {
-            "type" : "kobotoolbox",
-            "url" : "not_needed",
-            "user" : "not_needed",
-            "pass" : "not_needed",
-            "form_token" : "not_needed",
-            "form_id" : "akpyJHvYxkLKPkxFJnPyTW",
-            "form_name" : "Wheat rust survey 1.0"
-        },
-        {
-            "type" : "WRSIS",
-            "url" : "not_needed",
-            "user" : "not_needed",
-            "pass" : "not_needed",
-            "form_id" : "WRSIS",
-            "form_name" : "WRSIS"
-        }
-
-    ]
-}
\ No newline at end of file
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/advisory_config_EastAfrica_fc_live.json b/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/advisory_config_EastAfrica_fc_live.json
index 85b871306ff3e1ed442c920fb6e723c6c0f2612d..6f19b670c33d7d1e54d970453117387bcac986b8 100644
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/advisory_config_EastAfrica_fc_live.json
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/advisory_config_EastAfrica_fc_live.json
@@ -3,13 +3,13 @@
     "ProcessInJob" : "process_in_job_advisory",
     "ProcessEWSPlotting" : "do_nothing",
     "seasonStartString" : "20210901",
-    "SurveyPathTemplate" : "${WorkspacePath}/SURVEYDATA_${dateString}/ExportCSV/Processed_SurveyData.csv",
+    "SurveyPathTemplate" : "${WorkspacePath}/SURVEYDATA_${dateString}/Groups/surveys_PROD.csv",
     "DependentComponents" : [
         "Deposition",
         "Environment"
      ],
     "Environment" : {
-        "SuccessFileTemplate" : "${WorkspacePath}ENVIRONMENT_2.0_${StartString}/STATUS_SUCCESS",
+        "SuccessFileTemplate" : "${WorkspacePath}/ENVIRONMENT_2.0_${StartString}/STATUS_SUCCESS",
         "DataPathTemplate" : "${WorkspacePath}/ENVIRONMENT_2.0_${dateString}/plotting/${SubRegionNameLower}/input_nc/",
         "PlotPathTemplate" : "${WorkspacePath}/ENVIRONMENT_2.0_${dateString}/plotting/${SubRegionNameLower}/images/Weekly/",
         "PlotFilenameTemplates" : {
@@ -20,7 +20,7 @@
         "Aggregation" : {
             "raster_path_template" : "${envDataPath}/suitability_${SubRegionNameLower}_${disease_name_snakecase}_total.nc",
             "raster_name_template" : "RIE_${disease_name_camelcase}_%",
-            "shape_fn_entry" : "ShapeFilenameAdmin2",
+            "shape_fn_entry" : "ShapeFilenameToAggregate",
             "shape_coln" : "ADM2_EN",
             "show_columns" : ["ADM0_EN","ADM1_EN"],
             "separate_rows_for_coln":"ADM0_EN",
@@ -33,18 +33,18 @@
         }
     },
     "Deposition" : {
-        "SuccessFileTemplate" : "${WorkspacePath}DEPOSITION_${StartString}/STATUS_SUCCESS",
+        "SuccessFileTemplate" : "${WorkspacePath}/DEPOSITION_${StartString}/STATUS_SUCCESS",
         "DataPathTemplate" : "${WorkspacePath}/DEPOSITION_${dateString}/plotting/${SubRegionNameLower}/input_nc/",
         "PlotPathTemplate" : "${WorkspacePath}/DEPOSITION_${dateString}/plotting/${SubRegionNameLower}/images/Weekly/",
         "PlotFilenameTemplates" : {
-            "stripe": "${depPlotPath}/deposition_${SubRegionNameLower}_stripe_rust_total_${dateString}0000_${weekAheadString}0000_map.png",
-            "stem": "${depPlotPath}/deposition_${SubRegionNameLower}_stem_rust_total_${dateString}0000_${weekAheadString}0000_map.png",
-            "leaf": "${depPlotPath}/deposition_${SubRegionNameLower}_leaf_rust_total_${dateString}0000_${weekAheadString}0000_map.png"
+            "stripe": "${depPlotPath}/deposition_${SubRegionNameLower}_stripe_rust_total_${dateString}0300_${weekAheadString}0000_map.png",
+            "stem": "${depPlotPath}/deposition_${SubRegionNameLower}_stem_rust_total_${dateString}0300_${weekAheadString}0000_map.png",
+            "leaf": "${depPlotPath}/deposition_${SubRegionNameLower}_leaf_rust_total_${dateString}0300_${weekAheadString}0000_map.png"
         },
         "Aggregation" : {
             "raster_path_template" : "${depDataPath}/deposition_${SubRegionNameLower}_${disease_name_snakecase}_total.nc",
             "raster_name_template" : "spores_per_m2_per_week_${disease_name_camelcase}",
-            "shape_fn_entry" : "ShapeFilenameAdmin2",
+            "shape_fn_entry" : "ShapeFilenameToAggregate",
             "shape_coln" : "ADM2_EN",
             "show_columns" : ["ADM0_EN","ADM1_EN"],
             "separate_rows_for_coln":"ADM0_EN",
@@ -56,17 +56,17 @@
             "max_entries" : 20
         }
     },
-    "NOT_USING_Epidemiology_NOT_USING" : {
-        "SuccessFileTemplate" : "${WorkspacePath}EPI_${StartString}/STATUS_SUCCESS",
+    "Epidemiology" : {
+        "SuccessFileTemplate" : "${WorkspacePath}/EPI_${StartString}/STATUS_SUCCESS",
         "DataPathTemplate" : "${WorkspacePath}/EPI_${dateString}/plotting/input_csvs/",
         "PlotPathTemplate" : "${WorkspacePath}/EPI_${dateString}/plotting/images/",
         "PlotFilenameTemplates" : {
             "stem": "${epiPlotPath}/infection_${SubRegionNameLower}_stem_seasonincforecast_*0300_*0000_map.png"
         },
         "Aggregation" : {
-            "raster_path_template" : "${epiDataPath}/${SubRegionNameLower}_${disease_name_snakecase}_masked.nc",
+            "raster_path_template" : "${depDataPath}/${SubRegionNameLower}_${disease_name_snakecase}_masked.csv",
             "raster_name_template" : "predicted_infected_area_${disease_name_camelcase}",
-            "shape_fn_entry" : "ShapeFilenameAdmin2",
+            "shape_fn_entry" : "ShapeFilenameToAggregate",
             "shape_coln" : "ADM2_EN",
             "show_columns" : ["ADM0_EN","ADM1_EN"],
             "separate_rows_for_coln":"ADM0_EN",
@@ -79,22 +79,23 @@
         }
     },
     "Surveys" : {
-        "variety_names_tidy_fn" : "${ProjectRoot}/regions/EastAfrica/resources/configs/advisory_builder/config_EastAfrica_variety_names_tidy.json",
-        "CountryColumnName" : "surveyor_infromation-country",
+            "variety_names_tidy_fn" : "${ConfigsPath}/advisory_builder/config_EastAfrica_variety_names_tidy.json",
+            "CountryColumnName" : "country",
         "EastAfrica" : {
-            "CountryList" : ["Ethiopia", "Kenya", "Tanzania", "Zambia", "Uganda"],
-            "ShapeFilenameAdmin1" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/EthKen_admin0.shp",
-            "ShapeFilenameAdmin2" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/EthKen_admin0.shp",
-            "ShapeFilenameToAggregate" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/EthKen_admin0.shp",
+                "CountryList" : ["Ethiopia", "Kenya", "Tanzania", "Uganda", "Zambia"],
+                "ShapeFilenameAdmin1" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
+                "ShapeFilenameAdmin2" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
+                "ShapeFilenameToAggregate" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
             "Extent" : [21.5, 47, -18.5, 15],
             "LabelZoom" : 5
         },
         "Ethiopia" : {
-            "ShapeFilenameAdmin1" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/EthKen_admin0.shp",
-            "ShapeFilenameAdmin2" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/EthKen_admin0.shp",
+                "ShapeFilenameAdmin1" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
+                "ShapeFilenameAdmin2" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
+                "ShapeFilenameToAggregate" : "${AssetsPath}/advisory_builder/EthKen_admin0.shp",
             "Extent" : [32.8, 47, 3.2, 15],
             "LabelZoom" : 7
-        }
+            }
     },
-    "logos" : "${ProjectRoot}/regions/EastAfrica/resources/assets/advisory_builder/logos_Ethiopia_plotting.png"
+    "logos" : "${AssetsPath}/advisory_builder/logos_EastAfrica_plotting.png"
 }
diff --git a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/survey_config_EastAfrica_fc_live.json b/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/survey_config_EastAfrica_fc_live.json
index 29be2a7f30c207676b31b5f70d8e29e0ca1cbe75..5e50015a27ceb5abb94603ac186a7010da71ebb9 100644
--- a/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/survey_config_EastAfrica_fc_live.json
+++ b/tests/test_data/test_deployment/regions/EastAfrica/resources/configs/coordinator/survey_config_EastAfrica_fc_live.json
@@ -3,38 +3,76 @@
     "ProcessInJob" : "process_in_job_survey",
     "ProcessEWSPlotting": "process_EWS_plotting_survey",
     "AcceptableDowntimeDays": 70,
-    "SeasonStartString" : "20220930",
-    "SkipServerDownload" : true,
-    "ServerCredentialsFile" : "${ProjectRoot}/regions/EastAfrica/resources/configs/coordinator/Cred-ODK-EIAR.json",
-    "ServerPathExtra" : "OVERRIDDEN",
-    "FormEdits" : {
-        "wheat_rust_survey_1_0" : {
-            "add" : {
-                "Origin" : "ODK-server",
-                "PublishedLevel" : "Raw"
-
-            }
-        },
-        "akpyJHvYxkLKPkxFJnPyTW" : {
-            "add" : {
-                "Origin" : "kobo-server",
-                "PublishedLevel" : "Raw"
-            },
-            "filter_by_list": {
-                "surveyor_infromation-country" : ["Kenya", "Ethiopia"]
-            }
-        },
-        "WRSIS" : {}
-    },
+    "SeasonStartString": "20220930",
+    "ServerCredentialsFile": "${ConfigsPath}/coordinator/Cred-WRT.json",
     "Groups" : {
         "PROD" : {
-            "Origin" : ["ODK-server", "kobo-server"]
+            "origin": [
+                "CSV_01",
+                "CSV_02",
+                "ODK_01",
+                "ODK_02",
+                "CSV-CAM"
+            ]
+        },
+        "WRT-Publ": {
+            "origin": [
+                "CSV_01",
+                "CSV_02",
+                "ODK_01",
+                "ODK_02"
+            ],
+            "published_level": [
+                "Publ"
+            ]
+        },
+        "Trial-sites": {
+            "origin": [
+                "CSV_01",
+                "CSV_02",
+                "ODK_01",
+                "ODK_02",
+                "CSV-CAM"
+            ],
+            "survey_site": [
+                "Trial"
+            ]
         }
     },
-    "GroupBy" : ["Origin"],
-    "GroupsToIgnore" : ["ODK-server", "kobo-server", "newODK", "newODK2", "CSV-CAM"],
-    "SurveyFormat" : "ODK",
+    "GroupBy": [
+        "origin",
+        "published_level",
+        "survey_site"
+    ],
+    "GroupsToIgnore": [
+        "ODK-server",
+        "kobo-server",
+        "newODK",
+        "newODK2",
+        "CSV-CAM",
+        "CSV_01",
+        "CSV_02",
+        "ODK_01",
+        "ODK_02",
+        "Unpubl",
+        "Publ",
+        "Raw",
+        "Farmer",
+        "farmer_field",
+        "Seed_production",
+        "Weed",
+        "Road",
+        "Trial",
+        "VCU",
+        "Sentinel",
+        "Other"
+    ],
+    "ODKDatabasePathTemplate": "${WorkspacePathout}/ODK_DB/",
+    "SurveyFormat": "WRT",
     "SurveyorNameCol" : "surveyor_infromation-surveyor_name",
     "SourcesRegionName" : "EastAfrica",
-    "SourcesConfigDefault" : "${ProjectRoot}/regions/EastAfrica/resources/configs/source_gen/config_EastAfrica_mapspam2017.json"
+    "SourcesConfigs": {
+        "WRT-Publ": "${ConfigsPath}/source_gen/config_EastAfrica_mapspam2017.json"
+    },
+    "SourcesConfigDefault": "${ConfigsPath}/source_gen/config_EastAfrica_mapspam2017.json"
 }