Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data (doi:10.7910/DVN/RXAIPS)

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Document Description
Citation
Title:	Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data
Identification Number:	doi:10.7910/DVN/RXAIPS
Distributor:	Harvard Dataverse
Date of Distribution:	2020-09-17
Version:	2
Bibliographic Citation:	Ojal, John; Brand, Samuel P. C.; Were, Vincent; Okiro, Emelda A.; Kombe, Ivy K.; Mburu, Caroline; Aziza, Rabia; Ogero, Morris; Agweyu, Ambrose; Warimwe, George M.; Uyoga, Sophie; Adetifa, Ifedayo M. O.; Scott, J. Anthony G.; Otieno, Edward; Ochola-Oyier, Lynette Isabella; Agoti, Charles N.; Kasera, Kadondi; Amoth, Patrick; Mwangangi, Mercy; Aman, Rashid; Ng’ang’a, Wangari; Tsofa, Benjamin; Bejon, Philip; Barasa, Edwine; Keeling, Matt. J.; Nokes, David James, 2020, "Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data", https://doi.org/10.7910/DVN/RXAIPS, Harvard Dataverse, V2, UNF:6:zpkOX7HPsfYNae1dhR7xqQ== [fileUNF]
Study Description
Citation
Title:	Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data
Identification Number:	doi:10.7910/DVN/RXAIPS
Authoring Entity:	Ojal, John (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; London school of Hygiene and Tropical Medicine (LSHTM), UK)
	Brand, Samuel P. C. (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)
	Were, Vincent (Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya)
	Okiro, Emelda A. (Population Health Unit, Kenya Medical Research Institute -Wellcome Trust Research Programme, Nairobi, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)
	Kombe, Ivy K. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Mburu, Caroline (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Aziza, Rabia (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)
	Ogero, Morris (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Agweyu, Ambrose (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Warimwe, George M. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)
	Uyoga, Sophie (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Adetifa, Ifedayo M. O. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom)
	Scott, J. Anthony G. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom)
	Otieno, Edward (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Ochola-Oyier, Lynette Isabella (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Agoti, Charles N. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; School of Public Health, Pwani University, Kenya)
	Kasera, Kadondi (Ministry of Health, Government of Kenya, Nairobi, Kenya)
	Amoth, Patrick (Ministry of Health, Government of Kenya, Nairobi, Kenya)
	Mwangangi, Mercy (Ministry of Health, Government of Kenya, Nairobi, Kenya)
	Aman, Rashid (Ministry of Health, Government of Kenya, Nairobi, Kenya)
	Ng’ang’a, Wangari (Presidential Policy & Strategy Unit, The Presidency, Government of Kenya)
	Tsofa, Benjamin (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)
	Bejon, Philip (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)
	Barasa, Edwine (Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)
	Keeling, Matt. J. (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK)
	Nokes, David James (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)
Distributor:	Harvard Dataverse
Access Authority:	Ojal, John
Access Authority:	Brand, Samuel P. C.
Depositor:	Ojal, John
Date of Deposit:	2020-09-04
Holdings Information:	https://doi.org/10.7910/DVN/RXAIPS
Study Scope
Keywords:	Medicine, Health and Life Sciences
Topic Classification:	COVID-19, SARS-CoV-2
Abstract:	<p>This is a replication dataset for the submitted manuscript "<a href="https://doi.org/10.1101/2020.09.02.20186817">Ojal, J., Brand, S.P., Were, V., Okiro, E.A., Kombe, I.K., Mburu, C., Aziza, R., Ogero, M., Agweyu, A., Warimwe, G.M. and Uyoga, S., 2020. Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data. medRxiv.</a>".</p> <p> The related study was conducted to estimate the SARS-CoV-2 pandemic peak and COVID-19 disease burden including reported severe cases and deaths in the major urban counties in Kenya. National surveillance PCR tests, serological surveys, and mobility data were used to develop and fit a county-specific transmission model in the country. </p> <p>These datasets presented contain the number of positive PCR-confirmed swab tests for each county by date of sample collection (21st Feb to 6th August), the number of positive and negative serological results for each county by date of sample collection (21st Feb to 6th August), number of deaths with a PCR-confirmed swab test for each county by recorded date of death (21st Feb to 6th August), the total number of swab samples collected in Mombasa county, and analyzed at Kemri-Wellcome Research Program testing center (21st Feb – 27th June), and summary data of Kenyan epidemic, including reported total number of test performed. The datasets are used for COVID-19 forecasts.</p>
Notes:	<strong>Data Analysis Code Avaialbility</strong> <p>The code used to simulate transmission in Kenyan counties and is fitted to the data provided here is available in the open access Github repository <a href="https://github.com/ojal/KenyaSerology">https://github.com/ojal/KenyaSerology </a>. This includes a sequence of notebooks which outline each step of the analysis to aid reproducibility. </p>
Methodology and Processing
Sources Statement
Data Access
Citation Requirement:	<p>Publications based on this data collection should acknowledge this source by means of bibliographic citation.</p>
Notes:	<p>This data is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</a> <a href="https://creativecommons.org/licenses/by/4.0/legalcode"><img src="https://i.creativecommons.org/l/by/3.0/88x31.png"> </a> </p>
Other Study Description Materials
Related Publications
Citation
Title:	Ojal, J., Brand, S.P., Were, V., Okiro, E.A., Kombe, I.K., Mburu, C., Aziza, R., Ogero, M., Agweyu, A., Warimwe, G.M. and Uyoga, S., 2020. Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data. medRxiv.
Identification Number:	10.1101/2020.09.02.20186817
Bibliographic Citation:	Ojal, J., Brand, S.P., Were, V., Okiro, E.A., Kombe, I.K., Mburu, C., Aziza, R., Ogero, M., Agweyu, A., Warimwe, G.M. and Uyoga, S., 2020. Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data. medRxiv.
Citation
Title:	S. Uyoga et al., Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Kenyan blood donors. Science, eabe1916–11 (2020). https://science.sciencemag.org/content/371/6524/79
Bibliographic Citation:	S. Uyoga et al., Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Kenyan blood donors. Science, eabe1916–11 (2020). https://science.sciencemag.org/content/371/6524/79
File Description--f4458520
File: DataS1.tab
	Number of cases: 47 No. of variables per record: 11 Type of File: text/tab-separated-values
Notes:	UNF:6:eHeoX3dijRNsdcwBk7+NcQ==
	Inferred model parameters, IFR and posterior predictive P-value for each Kenyan county where the effective contact rates were inferred jointly with other parameters
File Description--f4458522
File: DataS2.tab
	Number of cases: 47 No. of variables per record: 11 Type of File: text/tab-separated-values
Notes:	UNF:6:j7v/dGWBms50IcrmRlcHnQ==
	Inferred model parameters, IFR and posterior predictive P-value for each county where the effective contact rates were assumed to follow Google mobility trends
File Description--f4458519
File: DataS3.tab
	Number of cases: 47 No. of variables per record: 9 Type of File: text/tab-separated-values
Notes:	UNF:6:/5o/WWrmsCd7Vnje4t1tXQ==
	Model comparison scores between Google and fitted effective contact rate models, Deviance information criteria (DIC), log-predictive density of daily death incidence (LPD) and posterior predictive P value of daily deaths
File Description--f4458517
File: DataS4.tab
	Number of cases: 223 No. of variables per record: 95 Type of File: text/tab-separated-values
Notes:	UNF:6:AQqhWe/1c2MQOePGS8jQ6A==
	Daily reported swab test results (maximum one per person) with test result
File Description--f4458523
File: DataS5.tab
	Number of cases: 168 No. of variables per record: 61 Type of File: text/tab-separated-values
Notes:	UNF:6:yBVY6SpnBY9YcjVNXP7Bfg==
	Daily reported serological test results (maximum one per person) with test result
File Description--f4458521
File: DataS6.tab
	Number of cases: 240 No. of variables per record: 48 Type of File: text/tab-separated-values
Notes:	UNF:6:LPYkqFZtiBDLDa+6twMYcQ==
	Daily reported deaths with positive test result
File Description--f4458524
File: DataS7.tab
	Number of cases: 151 No. of variables per record: 34 Type of File: text/tab-separated-values
Notes:	UNF:6:pxnpKG+3OMP7c0wTdQdyZw==
	Summary data sourced from ourworldindata.org, only new_tests field was used to scale the detection rate of PCR positives when total tests per county per day was unavailable.
Variable Description
List of Variables:	Countyname - Countyname R0 - R0 E0 - E0 I0 - I0 PCR_pos_samplingbias - PCR_pos_samplingbias PCR_pos_sample_clustering - PCR_pos_sample_clustering PCR_pos_reporting_clustering - PCR_pos_reporting_clustering PCR_pos_reporting_rate - PCR_pos_reporting_rate EffPopSize - EffPopSize IFR - IFR PosteriorpredicitveP - PosteriorpredicitveP Countyname - Countyname R0 - R0 E0 - E0 I0 - I0 PCR_pos_samplingbias - PCR_pos_samplingbias PCR_pos_sample_clustering - PCR_pos_sample_clustering PCR_pos_reporting_clustering - PCR_pos_reporting_clustering PCR_pos_reporting_rate - PCR_pos_reporting_rate EffPopSize - EffPopSize IFR - IFR PosteriorpredicitveP - PosteriorpredicitveP county - county DIC_googleCt - DIC_googleCt DIC_fittedCt - DIC_fittedCt LPD_googleCt - LPD_googleCt LPD_fittedCt - LPD_fittedCt PosteriorpredicitveP_fittedCt - PosteriorpredicitveP_fittedCt PosteriorpredicitveP_googleCt - PosteriorpredicitveP_googleCt Delta DIC - Delta DIC Delta 2LPD - Delta 2LPD sampledates - sampledates NAIROBI_posswabtest - NAIROBI_posswabtest NAIROBI_negswabtest - NAIROBI_negswabtest MOMBASA_posswabtest - MOMBASA_posswabtest MOMBASA_negswabtest - MOMBASA_negswabtest KAJIADO_posswabtest - KAJIADO_posswabtest KAJIADO_negswabtest - KAJIADO_negswabtest KIAMBU_posswabtest - KIAMBU_posswabtest KIAMBU_negswabtest - KIAMBU_negswabtest KILIFI_posswabtest - KILIFI_posswabtest KILIFI_negswabtest - KILIFI_negswabtest KISUMU_posswabtest - KISUMU_posswabtest KISUMU_negswabtest - KISUMU_negswabtest MACHAKOS_posswabtest - MACHAKOS_posswabtest MACHAKOS_negswabtest - MACHAKOS_negswabtest UASIN GISHU_posswabtest - UASIN GISHU_posswabtest UASIN GISHU_negswabtest - UASIN GISHU_negswabtest VIHIGA_posswabtest - VIHIGA_posswabtest VIHIGA_negswabtest - VIHIGA_negswabtest ISIOLO_posswabtest - ISIOLO_posswabtest ISIOLO_negswabtest - ISIOLO_negswabtest NAKURU_posswabtest - NAKURU_posswabtest NAKURU_negswabtest - NAKURU_negswabtest BUNGOMA_posswabtest - BUNGOMA_posswabtest BUNGOMA_negswabtest - BUNGOMA_negswabtest BUSIA_posswabtest - BUSIA_posswabtest BUSIA_negswabtest - BUSIA_negswabtest GARISSA_posswabtest - GARISSA_posswabtest GARISSA_negswabtest - GARISSA_negswabtest HOMABAY_posswabtest - HOMABAY_posswabtest HOMABAY_negswabtest - HOMABAY_negswabtest KERICHO_posswabtest - KERICHO_posswabtest KERICHO_negswabtest - KERICHO_negswabtest KISII_posswabtest - KISII_posswabtest KISII_negswabtest - KISII_negswabtest KITUI_posswabtest - KITUI_posswabtest KITUI_negswabtest - KITUI_negswabtest KWALE_posswabtest - KWALE_posswabtest KWALE_negswabtest - KWALE_negswabtest LAMU_posswabtest - LAMU_posswabtest LAMU_negswabtest - LAMU_negswabtest MAKUENI_posswabtest - MAKUENI_posswabtest MAKUENI_negswabtest - MAKUENI_negswabtest MARSABIT_posswabtest - MARSABIT_posswabtest MARSABIT_negswabtest - MARSABIT_negswabtest MIGORI_posswabtest - MIGORI_posswabtest MIGORI_negswabtest - MIGORI_negswabtest NAROK_posswabtest - NAROK_posswabtest NAROK_negswabtest - NAROK_negswabtest NYAMIRA_posswabtest - NYAMIRA_posswabtest NYAMIRA_negswabtest - NYAMIRA_negswabtest NYERI_posswabtest - NYERI_posswabtest NYERI_negswabtest - NYERI_negswabtest SIAYA_posswabtest - SIAYA_posswabtest SIAYA_negswabtest - SIAYA_negswabtest TAITA TAVETA_posswabtest - TAITA TAVETA_posswabtest TAITA TAVETA_negswabtest - TAITA TAVETA_negswabtest TANA RIVER_posswabtest - TANA RIVER_posswabtest TANA RIVER_negswabtest - TANA RIVER_negswabtest TRANS NZOIA_posswabtest - TRANS NZOIA_posswabtest TRANS NZOIA_negswabtest - TRANS NZOIA_negswabtest TURKANA_posswabtest - TURKANA_posswabtest TURKANA_negswabtest - TURKANA_negswabtest WAJIR_posswabtest - WAJIR_posswabtest WAJIR_negswabtest - WAJIR_negswabtest BARINGO_posswabtest - BARINGO_posswabtest BARINGO_negswabtest - BARINGO_negswabtest BOMET_posswabtest - BOMET_posswabtest BOMET_negswabtest - BOMET_negswabtest ELGEYO MARAKWET_posswabtest - ELGEYO MARAKWET_posswabtest ELGEYO MARAKWET_negswabtest - ELGEYO MARAKWET_negswabtest EMBU_posswabtest - EMBU_posswabtest EMBU_negswabtest - EMBU_negswabtest KAKAMEGA_posswabtest - KAKAMEGA_posswabtest KAKAMEGA_negswabtest - KAKAMEGA_negswabtest KIRINYAGA_posswabtest - KIRINYAGA_posswabtest KIRINYAGA_negswabtest - KIRINYAGA_negswabtest LAIKIPIA_posswabtest - LAIKIPIA_posswabtest LAIKIPIA_negswabtest - LAIKIPIA_negswabtest MANDERA_posswabtest - MANDERA_posswabtest MANDERA_negswabtest - MANDERA_negswabtest MERU_posswabtest - MERU_posswabtest MERU_negswabtest - MERU_negswabtest MURANGA_posswabtest - MURANGA_posswabtest MURANGA_negswabtest - MURANGA_negswabtest NANDI_posswabtest - NANDI_posswabtest NANDI_negswabtest - NANDI_negswabtest NYANDARUA_posswabtest - NYANDARUA_posswabtest NYANDARUA_negswabtest - NYANDARUA_negswabtest SAMBURU_posswabtest - SAMBURU_posswabtest SAMBURU_negswabtest - SAMBURU_negswabtest THARAKA NITHI_posswabtest - THARAKA NITHI_posswabtest THARAKA NITHI_negswabtest - THARAKA NITHI_negswabtest WEST POKOT_posswabtest - WEST POKOT_posswabtest WEST POKOT_negswabtest - WEST POKOT_negswabtest sampledates - sampledates mombasa_pos - mombasa_pos mombasa_neg - mombasa_neg kwale_pos - kwale_pos kwale_neg - kwale_neg kilifi_pos - kilifi_pos kilifi_neg - kilifi_neg tana river_pos - tana river_pos tana river_neg - tana river_neg lamu_pos - lamu_pos lamu_neg - lamu_neg taita taveta_pos - taita taveta_pos taita taveta_neg - taita taveta_neg nairobi_pos - nairobi_pos nairobi_neg - nairobi_neg turkana_pos - turkana_pos turkana_neg - turkana_neg machakos_pos - machakos_pos machakos_neg - machakos_neg kiambu_pos - kiambu_pos kiambu_neg - kiambu_neg garissa_pos - garissa_pos garissa_neg - garissa_neg wajir_pos - wajir_pos wajir_neg - wajir_neg nyeri_pos - nyeri_pos nyeri_neg - nyeri_neg makueni_pos - makueni_pos makueni_neg - makueni_neg marsabit_pos - marsabit_pos marsabit_neg - marsabit_neg kitui_pos - kitui_pos kitui_neg - kitui_neg kisumu_pos - kisumu_pos kisumu_neg - kisumu_neg vihiga_pos - vihiga_pos vihiga_neg - vihiga_neg siaya_pos - siaya_pos siaya_neg - siaya_neg kericho_pos - kericho_pos kericho_neg - kericho_neg migori_pos - migori_pos migori_neg - migori_neg homabay_pos - homabay_pos homabay_neg - homabay_neg busia_pos - busia_pos busia_neg - busia_neg kisii_pos - kisii_pos kisii_neg - kisii_neg bungoma_pos - bungoma_pos bungoma_neg - bungoma_neg nyamira_pos - nyamira_pos nyamira_neg - nyamira_neg narok_pos - narok_pos narok_neg - narok_neg uasin gishu_pos - uasin gishu_pos uasin gishu_neg - uasin gishu_neg west pokot_pos - west pokot_pos west pokot_neg - west pokot_neg trans nzoia_pos - trans nzoia_pos trans nzoia_neg - trans nzoia_neg dateofdeath - dateofdeath KAJIADO_deaths - KAJIADO_deaths NAIROBI_deaths - NAIROBI_deaths KWALE_deaths - KWALE_deaths KILIFI_deaths - KILIFI_deaths MOMBASA_deaths - MOMBASA_deaths KAKAMEGA_deaths - KAKAMEGA_deaths KITUI_deaths - KITUI_deaths KIAMBU_deaths - KIAMBU_deaths MACHAKOS_deaths - MACHAKOS_deaths MURANGA_deaths - MURANGA_deaths NYAMIRA_deaths - NYAMIRA_deaths KERICHO_deaths - KERICHO_deaths NAKURU_deaths - NAKURU_deaths NYANDARUA_deaths - NYANDARUA_deaths VIHIGA_deaths - VIHIGA_deaths LAIKIPIA_deaths - LAIKIPIA_deaths NYERI_deaths - NYERI_deaths HOMABAY_deaths - HOMABAY_deaths UASIN GISHU_deaths - UASIN GISHU_deaths KISII_deaths - KISII_deaths MANDERA_deaths - MANDERA_deaths SIAYA_deaths - SIAYA_deaths MERU_deaths - MERU_deaths TRANS NZOIA_deaths - TRANS NZOIA_deaths WAJIR_deaths - WAJIR_deaths MIGORI_deaths - MIGORI_deaths BUSIA_deaths - BUSIA_deaths ISIOLO_deaths - ISIOLO_deaths BOMET_deaths - BOMET_deaths TAITA TAVETA_deaths - TAITA TAVETA_deaths GARISSA_deaths - GARISSA_deaths MAKUENI_deaths - MAKUENI_deaths KIRINYAGA_deaths - KIRINYAGA_deaths KISUMU_deaths - KISUMU_deaths TURKANA_deaths - TURKANA_deaths EMBU_deaths - EMBU_deaths NANDI_deaths - NANDI_deaths ELGEYO MARAKWET_deaths - ELGEYO MARAKWET_deaths BUNGOMA_deaths - BUNGOMA_deaths MARSABIT_deaths - MARSABIT_deaths NAROK_deaths - NAROK_deaths LAMU_deaths - LAMU_deaths TANA RIVER_deaths - TANA RIVER_deaths THARAKA NITHI_deaths - THARAKA NITHI_deaths BARINGO_deaths - BARINGO_deaths WEST POKOT_deaths - WEST POKOT_deaths SAMBURU_deaths - SAMBURU_deaths iso_code - iso_code continent - continent location - location date - date total_cases - total_cases new_cases - new_cases total_deaths - total_deaths new_deaths - new_deaths total_cases_per_million - total_cases_per_million new_cases_per_million - new_cases_per_million total_deaths_per_million - total_deaths_per_million new_deaths_per_million - new_deaths_per_million new_tests - new_tests total_tests - total_tests total_tests_per_thousand - total_tests_per_thousand new_tests_per_thousand - new_tests_per_thousand new_tests_smoothed - new_tests_smoothed new_tests_smoothed_per_thousand - new_tests_smoothed_per_thousand tests_units - tests_units stringency_index - stringency_index population - population population_density - population_density median_age - median_age aged_65_older - aged_65_older aged_70_older - aged_70_older gdp_per_capita - gdp_per_capita extreme_poverty - extreme_poverty cardiovasc_death_rate - cardiovasc_death_rate diabetes_prevalence - diabetes_prevalence female_smokers - female_smokers male_smokers - male_smokers handwashing_facilities - handwashing_facilities hospital_beds_per_thousand - hospital_beds_per_thousand life_expectancy - life_expectancy
Variables
Countyname
f4458520 Location:	Variable Format: character Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==
R0
f4458520 Location:	Variable Format: character Notes: UNF:6:eWf5WGR8Be/N4tF7WsrdTA==
E0
f4458520 Location:	Variable Format: character Notes: UNF:6:knBY4qOK1tMJVtjPN+ErEQ==
I0
f4458520 Location:	Variable Format: character Notes: UNF:6:3lUrGTzDLw8ikRDBuwwydQ==
PCR_pos_samplingbias
f4458520 Location:	Variable Format: character Notes: UNF:6:IgY+XYa8dSg6ePWkVlk4dw==
PCR_pos_sample_clustering
f4458520 Location:	Variable Format: character Notes: UNF:6:TOGqljz/kQ/ER+0Y/ShCZA==
PCR_pos_reporting_clustering
f4458520 Location:	Variable Format: character Notes: UNF:6:I+BrJ++pI6t7CCyMMsIbow==
PCR_pos_reporting_rate
f4458520 Location:	Variable Format: character Notes: UNF:6:9fZjjSYESCtds8FYb4KdBw==
EffPopSize
f4458520 Location:	Variable Format: character Notes: UNF:6:F2hX+KDteDABiXwyixAy3w==
IFR
f4458520 Location:	Variable Format: character Notes: UNF:6:dUtyLnR8tZokUdib7knEIg==
PosteriorpredicitveP
f4458520 Location:	Summary Statistics: Mean 0.6573829787234042; Max. 0.827; Valid 47.0; StDev 0.11998524423616669; Min. 0.189; Variable Format: numeric Notes: UNF:6:rey2kQfDzOzeMxGKwwLXpA==
Countyname
f4458522 Location:	Variable Format: character Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==
R0
f4458522 Location:	Variable Format: character Notes: UNF:6:a3QwUGI08Ea2nHNdGCee6g==
E0
f4458522 Location:	Variable Format: character Notes: UNF:6:MeT1ajwsjDbL74U0JqgO8g==
I0
f4458522 Location:	Variable Format: character Notes: UNF:6:spm3JTiouKYK4skQNcYaEQ==
PCR_pos_samplingbias
f4458522 Location:	Variable Format: character Notes: UNF:6:koUcARajwodYy7p2BZxHTg==
PCR_pos_sample_clustering
f4458522 Location:	Variable Format: character Notes: UNF:6:j1gq1ZE5dxxMEEO3v/awpA==
PCR_pos_reporting_clustering
f4458522 Location:	Variable Format: character Notes: UNF:6:6JyzRtHsv4gfnviD3j5GRA==
PCR_pos_reporting_rate
f4458522 Location:	Variable Format: character Notes: UNF:6:gjhrLwvx2YPL6dx8+bG73g==
EffPopSize
f4458522 Location:	Variable Format: character Notes: UNF:6:RMr85MtfMZnZ6wrrsK/bKg==
IFR
f4458522 Location:	Variable Format: character Notes: UNF:6:aWLcoTYATrGWQYZKPUWXEw==
PosteriorpredicitveP
f4458522 Location:	Summary Statistics: Valid 47.0; Min. 0.182; Mean 0.6456382978723404; Max. 0.83; StDev 0.12439810314713402 Variable Format: numeric Notes: UNF:6:X4tDmh6pOu39WG7+fjhY1Q==
county
f4458519 Location:	Variable Format: character Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==
DIC_googleCt
f4458519 Location:	Summary Statistics: Max. 1694.4119; Mean 444.19455877212766; Valid 47.0; Min. 89.21545041; StDev 321.92676613194897; Variable Format: numeric Notes: UNF:6:UDacqiepfaaTEy3RMw1x9g==
DIC_fittedCt
f4458519 Location:	Summary Statistics: Max. 1670.53451; Min. 86.89269639; Valid 47.0; Mean 420.0419785687234; StDev 313.16545886922825 Variable Format: numeric Notes: UNF:6:OcMwpWvTgeaEdZJlERtGHA==
LPD_googleCt
f4458519 Location:	Summary Statistics: StDev 53.833729098448366; Valid 47.0; Min. 0.992829341; Mean 30.157709716531915; Max. 307.6793436 Variable Format: numeric Notes: UNF:6:ZCCtoaE7XmHliVI7l8b7lw==
LPD_fittedCt
f4458519 Location:	Summary Statistics: Max. 299.478708; Valid 47.0; Mean 29.79057570138298; StDev 52.88373956453867; Min. 0.993612189 Variable Format: numeric Notes: UNF:6:CtmnIA94+JGtlrQpU+l58g==
PosteriorpredicitveP_fittedCt
f4458519 Location:	Summary Statistics: Valid 47.0; StDev 0.11998524423616669; Max. 0.827; Min. 0.189; Mean 0.6573829787234042 Variable Format: numeric Notes: UNF:6:rey2kQfDzOzeMxGKwwLXpA==
PosteriorpredicitveP_googleCt
f4458519 Location:	Summary Statistics: Mean 0.6456382978723404; Max. 0.83; StDev 0.12439810314713402; Min. 0.182; Valid 47.0 Variable Format: numeric Notes: UNF:6:X4tDmh6pOu39WG7+fjhY1Q==
Delta DIC
f4458519 Location:	Summary Statistics: Min. 2.322754021; Valid 47.0; Mean 24.152580183276594; StDev 17.250258278587516; Max. 68.76689372 Variable Format: numeric Notes: UNF:6:B0EXCfnE11hvVyjyn7i3UA==
Delta 2*LPD
f4458519 Location:	Summary Statistics: StDev 3.4153846125482876; Mean 0.7342680314893616; Valid 47.0; Min. -4.464358929; Max. 16.40127119; Variable Format: numeric Notes: UNF:6:/OF0/VySfsReck7r4LG+jA==
sampledates
f4458517 Location:	Variable Format: character Notes: UNF:6:8sWsz9riczi5oP3Hpq00Vw==
NAIROBI_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 750.0; StDev 155.7937783402501; Valid 223.0; Mean 112.92376681614338; Variable Format: numeric Notes: UNF:6:nJOebhTtfIIhwuaMYtrcYg==
NAIROBI_negswabtest
f4458517 Location:	Summary Statistics: StDev 674.3036812676935; Mean 448.26008968609926; Max. 2596.0; Valid 223.0; Min. -1.0; Variable Format: numeric Notes: UNF:6:3BrLT2Hqdnu4ERx6OkHZhg==
MOMBASA_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Max. 87.0; Mean 9.21973094170404; Min. 0.0; StDev 12.027414852552049 Variable Format: numeric Notes: UNF:6:DHO5PQ6ti4p7JjsvpnmgZg==
MOMBASA_negswabtest
f4458517 Location:	Summary Statistics: Mean 161.23318385650214; Max. 863.0; StDev 152.98607182730962; Min. 0.0; Valid 223.0; Variable Format: numeric Notes: UNF:6:C0ISUumhwxDQeSFBfdkjFg==
KAJIADO_posswabtest
f4458517 Location:	Summary Statistics: Mean 9.973094170403598; Valid 223.0; Max. 115.0; Min. 0.0; StDev 18.35140451273937; Variable Format: numeric Notes: UNF:6:/yfpI3xMu0/Lmxbuauu5kQ==
KAJIADO_negswabtest
f4458517 Location:	Summary Statistics: Mean 35.237668161434925; Valid 223.0; Max. 382.0; Min. -1.0; StDev 72.9716841166923 Variable Format: numeric Notes: UNF:6:k76fkLh76NZch16QXF4Q8A==
KIAMBU_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Valid 223.0; StDev 20.288999925018956; Mean 13.834080717488773; Max. 103.0 Variable Format: numeric Notes: UNF:6:5x+i6pfmFVE3zIrg7zdU3A==
KIAMBU_negswabtest
f4458517 Location:	Summary Statistics: Mean 57.95067264573978; Min. -1.0; Max. 445.0; Valid 223.0; StDev 95.14385640548564 Variable Format: numeric Notes: UNF:6:nPzAUz+OLPbRt0ag31nnMQ==
KILIFI_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Valid 223.0; StDev 2.1837202442064267; Mean 1.0403587443946176; Max. 14.0 Variable Format: numeric Notes: UNF:6:XLwS/yEpk1QNR+jN9JPETw==
KILIFI_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 36.475223456905155; Mean 29.37219730941702; Min. 0.0; Max. 252.0; Variable Format: numeric Notes: UNF:6:mteshLLAv70RPBdhdYmdGg==
KISUMU_posswabtest
f4458517 Location:	Summary Statistics: StDev 5.907404385561954; Mean 2.8699551569506783; Max. 47.0; Min. 0.0; Valid 223.0 Variable Format: numeric Notes: UNF:6:qJdCCDl7wIGuEcxVm8wyCA==
KISUMU_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Max. 348.0; Mean 35.75784753363234; StDev 66.25010364658952; Min. -1.0 Variable Format: numeric Notes: UNF:6:a0FuaCYDeKDod/r2jdVlXQ==
MACHAKOS_posswabtest
f4458517 Location:	Summary Statistics: StDev 12.203599761121337; Min. 0.0; Valid 223.0; Mean 6.991031390134543; Max. 95.0; Variable Format: numeric Notes: UNF:6:OTberolkujsvje7KpbcSzQ==
MACHAKOS_negswabtest
f4458517 Location:	Summary Statistics: Mean 42.834080717488746; Min. -1.0; Valid 223.0; Max. 381.0; StDev 74.91246726808332 Variable Format: numeric Notes: UNF:6:z3Apnr+9GpE/s7z0ZINy5A==
UASIN GISHU_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 45.0; Mean 3.7443946188340855; Valid 223.0; StDev 6.360219305129367; Variable Format: numeric Notes: UNF:6:QYsZXHSFjuDs1CPMUhG3UA==
UASIN GISHU_negswabtest
f4458517 Location:	Summary Statistics: Mean 47.6053811659192; Valid 223.0; Max. 429.0; Min. -1.0; StDev 85.83016105943875 Variable Format: numeric Notes: UNF:6:W2CXxiAoWi87nT55RGEczg==
VIHIGA_posswabtest
f4458517 Location:	Summary Statistics: StDev 0.9359351629989437; Mean 0.2959641255605384; Valid 223.0; Min. 0.0; Max. 7.0; Variable Format: numeric Notes: UNF:6:6E7DPyTgsvfwbPVQdw5e4w==
VIHIGA_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Max. 149.0; StDev 17.32621812762111; Mean 4.201793721973087; Min. -1.0 Variable Format: numeric Notes: UNF:6:rlcmd7xUJX1hLSzN73LhRA==
ISIOLO_posswabtest
f4458517 Location:	Summary Statistics: Max. 12.0; Valid 223.0; Min. 0.0; Mean 0.40358744394618884; StDev 1.2728579074092483; Variable Format: numeric Notes: UNF:6:PqnlE2zrKdccjpUL7jeVQw==
ISIOLO_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Max. 91.0; Mean 2.9417040358744306; StDev 11.20413416147839; Min. -1.0; Variable Format: numeric Notes: UNF:6:1dT5dNRe90BA6UQZqzjjsg==
NAKURU_posswabtest
f4458517 Location:	Summary Statistics: Mean 6.538116591928266; Min. 0.0; Max. 100.0; Valid 223.0; StDev 12.426255625458055 Variable Format: numeric Notes: UNF:6:xjcdb2W2vkLKXC8NXEpwUQ==
NAKURU_negswabtest
f4458517 Location:	Summary Statistics: StDev 117.04574584930296; Min. -1.0; Valid 223.0; Mean 65.30044843049346; Max. 543.0 Variable Format: numeric Notes: UNF:6:zXmceJRuXe0Xi09n+RzLew==
BUNGOMA_posswabtest
f4458517 Location:	Summary Statistics: StDev 1.2896951336470963; Mean 0.45291479820627706; Min. 0.0; Max. 11.0; Valid 223.0 Variable Format: numeric Notes: UNF:6:beec/c53lYmgGLGWMnpO5g==
BUNGOMA_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Valid 223.0; StDev 25.597104764219463; Mean 10.354260089686118; Max. 164.0 Variable Format: numeric Notes: UNF:6:+FxYpQroQ0PtJoP5a9Bl+w==
BUSIA_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 70.0; Mean 4.143497757847535; Valid 223.0; StDev 8.651773778386854; Variable Format: numeric Notes: UNF:6:illR2S+6wnACuzkpq2c7vQ==
BUSIA_negswabtest
f4458517 Location:	Summary Statistics: Max. 530.0; StDev 95.75506546240618; Mean 46.869955156950645; Min. -1.0; Valid 223.0 Variable Format: numeric Notes: UNF:6:q5hXm7XyEqgVO2euTbKxyQ==
GARISSA_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Valid 223.0; StDev 6.982557580891125; Max. 58.0; Mean 2.730941704035868; Variable Format: numeric Notes: UNF:6:a+Y0rB+GchiNsHkQAQVUKA==
GARISSA_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Mean 11.618834080717463; StDev 26.62693556783445; Valid 223.0; Max. 134.0; Variable Format: numeric Notes: UNF:6:w8k0caljVtLsh7cha5DZDA==
HOMABAY_posswabtest
f4458517 Location:	Summary Statistics: Max. 18.0; Mean 0.3721973094170408; StDev 1.7528710339881062; Valid 223.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:Hiy9R0VvZ2467k2EaY6Bzw==
HOMABAY_negswabtest
f4458517 Location:	Summary Statistics: Mean 5.551569506726465; Min. -1.0; Max. 126.0; Valid 223.0; StDev 17.33391678037528 Variable Format: numeric Notes: UNF:6:gHSuB61ZgbAyYE93tkFw3Q==
KERICHO_posswabtest
f4458517 Location:	Summary Statistics: StDev 5.524481566463277; Mean 1.8923766816143555; Valid 223.0; Min. 0.0; Max. 48.0 Variable Format: numeric Notes: UNF:6:ANoHK3N4ZHXF5ykLWHqv6g==
KERICHO_negswabtest
f4458517 Location:	Summary Statistics: Mean 13.1793721973094; Max. 185.0; Min. -1.0; Valid 223.0; StDev 31.461604306678865 Variable Format: numeric Notes: UNF:6:hvj6won6m6ouikKjrrJiGA==
KISII_posswabtest
f4458517 Location:	Summary Statistics: StDev 5.929803213732944; Max. 36.0; Min. 0.0; Mean 2.188340807174893; Valid 223.0; Variable Format: numeric Notes: UNF:6:n72bhIOg2cM0YaBufz98hA==
KISII_negswabtest
f4458517 Location:	Summary Statistics: StDev 40.99618456676719; Valid 223.0; Min. -1.0; Max. 247.0; Mean 17.91928251121076; Variable Format: numeric Notes: UNF:6:WBDK+8SbCU0yD+dqrAdSCw==
KITUI_posswabtest
f4458517 Location:	Summary Statistics: StDev 5.7601257802378845; Min. 0.0; Mean 1.497757847533637; Valid 223.0; Max. 50.0; Variable Format: numeric Notes: UNF:6:hLVxKc075sJUWCDwP71iQQ==
KITUI_negswabtest
f4458517 Location:	Summary Statistics: Mean 9.834080717488769; StDev 31.199652125179124; Min. -1.0; Valid 223.0; Max. 244.0; Variable Format: numeric Notes: UNF:6:Lpn5r/zI2WKbKUJtABoHyA==
KWALE_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 19.0; StDev 2.392022386695549; Valid 223.0; Mean 0.7802690582959642 Variable Format: numeric Notes: UNF:6:O/M+JQr84im/YWFlTy2beA==
KWALE_negswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 108.0; StDev 23.4693469279143; Mean 15.233183856502235; Valid 223.0 Variable Format: numeric Notes: UNF:6:nPybaQUi1ejT4qNZE/J4cQ==
LAMU_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.6233183856502252; Max. 15.0; StDev 1.860396577399827; Variable Format: numeric Notes: UNF:6:lPPRWgdXHqJV0hWsKxcmVA==
LAMU_negswabtest
f4458517 Location:	Summary Statistics: Max. 132.0; Mean 7.322869955156935; StDev 19.802487941245968; Min. 0.0; Valid 223.0 Variable Format: numeric Notes: UNF:6:ew4YHZ0hQtJcogVCyPaglw==
MAKUENI_posswabtest
f4458517 Location:	Summary Statistics: Mean 1.4304932735426035; Min. 0.0; Valid 223.0; StDev 4.349936649502415; Max. 36.0 Variable Format: numeric Notes: UNF:6:16esvuPN7xfNI1fwcXlQxg==
MAKUENI_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 23.35765594622167; Max. 127.0; Min. -1.0; Mean 11.031390134529149 Variable Format: numeric Notes: UNF:6:p90A+oj12mk6oLaTPF6+XQ==
MARSABIT_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 0.45922056712344594; Max. 3.0; Mean 0.15246636771300495; Min. 0.0 Variable Format: numeric Notes: UNF:6:K+vEM9COSQVwUblwZkwCBA==
MARSABIT_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Max. 42.0; StDev 6.129176126025451; Valid 223.0; Mean 1.0986547085201814 Variable Format: numeric Notes: UNF:6:ZF/buADqbHjzDa3tsvCYiw==
MIGORI_posswabtest
f4458517 Location:	Summary Statistics: Mean 2.573991031390133; Valid 223.0; Max. 38.0; Min. 0.0; StDev 5.949687382196243 Variable Format: numeric Notes: UNF:6:Dzr1PHUFi5Cca0bVUDVuiw==
MIGORI_negswabtest
f4458517 Location:	Summary Statistics: StDev 66.96740262381464; Min. -1.0; Max. 352.0; Mean 24.573991031390182; Valid 223.0 Variable Format: numeric Notes: UNF:6:PQSoWABTvaF+CreiQ67E6Q==
NAROK_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Mean 1.228699551569505; Min. 0.0; Max. 23.0; StDev 3.1403622925138825; Variable Format: numeric Notes: UNF:6:grMXDml0D9ok2FW6IhlkQA==
NAROK_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Mean 13.340807174887876; StDev 34.34300344803903; Valid 223.0; Max. 248.0; Variable Format: numeric Notes: UNF:6:Sl/PGTvg2spRj8B2H2bIWQ==
NYAMIRA_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 0.7833664470377865; Min. 0.0; Mean 0.2197309417040359; Max. 7.0 Variable Format: numeric Notes: UNF:6:d+qAET4gliVl4bCZizAS6g==
NYAMIRA_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 13.797746656261259; Mean 3.233183856502237; Min. -1.0; Max. 132.0 Variable Format: numeric Notes: UNF:6:25DPSAfkA2vUlTE5tzvtUw==
NYERI_posswabtest
f4458517 Location:	Summary Statistics: Mean 1.430493273542604; Max. 24.0; Valid 223.0; Min. 0.0; StDev 3.7045580919302767 Variable Format: numeric Notes: UNF:6:HW//ZnMJWgpqhpv1iqO9MA==
NYERI_negswabtest
f4458517 Location:	Summary Statistics: StDev 29.803589532408353; Max. 191.0; Min. -1.0; Valid 223.0; Mean 11.578475336322834; Variable Format: numeric Notes: UNF:6:Z226Zfld46TqDD5J8vUkNA==
SIAYA_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Min. 0.0; StDev 1.6637756204592355; Mean 0.5739910313901335; Max. 13.0 Variable Format: numeric Notes: UNF:6:SL+V5+h2HIqTYUi0XE3dkA==
SIAYA_negswabtest
f4458517 Location:	Summary Statistics: StDev 78.80506118366661; Max. 816.0; Mean 20.278026905829627; Valid 223.0; Min. -1.0; Variable Format: numeric Notes: UNF:6:Ft21Xc/BqLjn04dwZWp7VA==
TAITA TAVETA_posswabtest
f4458517 Location:	Summary Statistics: Mean 1.4708520179372206; Max. 17.0; StDev 3.0236012610975616; Min. 0.0; Valid 223.0 Variable Format: numeric Notes: UNF:6:dEAntJfWTxQzBmPJCgjHYQ==
TAITA TAVETA_negswabtest
f4458517 Location:	Summary Statistics: Mean 47.65919282511202; Min. 0.0; Max. 309.0; Valid 223.0; StDev 64.63578133026908 Variable Format: numeric Notes: UNF:6:ZlFSBv/nKuo8rhLpkRj0hw==
TANA RIVER_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.12556053811659215; Max. 5.0; StDev 0.602114535708465 Variable Format: numeric Notes: UNF:6:zTI5fxTNB+dJsgkv2hi0YA==
TANA RIVER_negswabtest
f4458517 Location:	Summary Statistics: StDev 6.700135154875966; Min. 0.0; Mean 1.9910313901345267; Valid 223.0; Max. 58.0 Variable Format: numeric Notes: UNF:6:4CHyyDap55GexAfWIX8a+Q==
TRANS NZOIA_posswabtest
f4458517 Location:	Summary Statistics: Max. 31.0; Min. 0.0; Mean 1.0582959641255587; Valid 223.0; StDev 3.6969930272509575 Variable Format: numeric Notes: UNF:6:F9XOAZ5qzzVCJY1PGkJmNg==
TRANS NZOIA_negswabtest
f4458517 Location:	Summary Statistics: StDev 40.89460505962948; Valid 223.0; Mean 16.73094170403587; Max. 239.0; Min. -1.0 Variable Format: numeric Notes: UNF:6:JI413LwKlghYL9cMk15e4g==
TURKANA_posswabtest
f4458517 Location:	Summary Statistics: StDev 3.5419583899380016; Max. 29.0; Valid 223.0; Min. 0.0; Mean 1.2107623318385639 Variable Format: numeric Notes: UNF:6:0mgBVD0kcW9VAhE4MDU6iw==
TURKANA_negswabtest
f4458517 Location:	Summary Statistics: Mean 14.147982062780256; Max. 285.0; StDev 42.10294743656936; Valid 223.0; Min. -1.0 Variable Format: numeric Notes: UNF:6:purVJ7JnqGjSA5LLHRXAiw==
WAJIR_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Max. 7.0; Mean 0.25560538116591935; StDev 0.7606022189465442; Valid 223.0 Variable Format: numeric Notes: UNF:6:AKkn5djebpWQWB+A3XOJpA==
WAJIR_negswabtest
f4458517 Location:	Summary Statistics: Max. 133.0; StDev 13.093643564637087; Valid 223.0; Mean 2.0493273542600936; Min. -1.0; Variable Format: numeric Notes: UNF:6:4b82nf1oW5y0DSL33qrqZg==
BARINGO_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; StDev 0.9370352104687986; Mean 0.24215246636771284; Valid 223.0; Max. 7.0; Variable Format: numeric Notes: UNF:6:UK69LJGT74SzDSnd5pnvcw==
BARINGO_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Valid 223.0; Mean 4.0986547085201845; StDev 14.288505680386422; Max. 107.0; Variable Format: numeric Notes: UNF:6:XjazQcp44EKcUa25lXYR+w==
BOMET_posswabtest
f4458517 Location:	Summary Statistics: Max. 20.0; Valid 223.0; Mean 0.7623318385650235; Min. 0.0; StDev 2.2644964313474527 Variable Format: numeric Notes: UNF:6:5x9a2m1q/RZFQ6ZWv06qqA==
BOMET_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; Valid 223.0; Mean 4.726457399103158; Max. 132.0; StDev 15.955218003449252; Variable Format: numeric Notes: UNF:6:43xKXV8slIiHWtoPIOXNmg==
ELGEYO MARAKWET_posswabtest
f4458517 Location:	Summary Statistics: Max. 2.0; Min. 0.0; StDev 0.33812656833349286; Mean 0.08520179372197308; Valid 223.0 Variable Format: numeric Notes: UNF:6:I8/btpuqtW+O3wjCo7wYaA==
ELGEYO MARAKWET_negswabtest
f4458517 Location:	Summary Statistics: Mean 1.3721973094170377; Valid 223.0; Min. -1.0; Max. 24.0; StDev 4.462106531631933 Variable Format: numeric Notes: UNF:6:E04uBP4VcMZmbiiEhDzXDQ==
EMBU_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 3.0234943690726737; Min. 0.0; Max. 24.0; Mean 0.8923766816143488 Variable Format: numeric Notes: UNF:6:SpyirD/yRzR1MkPCtHrYyQ==
EMBU_negswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; Max. 129.0; Min. -1.0; Mean 6.757847533632319; StDev 19.15923362725807 Variable Format: numeric Notes: UNF:6:gIYG+O1hmTSksACFhZAtPg==
KAKAMEGA_posswabtest
f4458517 Location:	Summary Statistics: StDev 1.2793320531282542; Min. 0.0; Max. 13.0; Valid 223.0; Mean 0.5426008968609857 Variable Format: numeric Notes: UNF:6:VZLgCoklQQR/mht+CSzhuA==
KAKAMEGA_negswabtest
f4458517 Location:	Summary Statistics: Mean 10.816143497757867; StDev 26.058791973429063; Valid 223.0; Max. 253.0; Min. -1.0; Variable Format: numeric Notes: UNF:6:wFOaSl7HssuUgv3IIvfjPg==
KIRINYAGA_posswabtest
f4458517 Location:	Summary Statistics: StDev 2.08267492524909; Max. 22.0; Mean 0.4394618834080718; Valid 223.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:MpO+cm9HsPPGgmkDmADQ+A==
KIRINYAGA_negswabtest
f4458517 Location:	Summary Statistics: Max. 141.0; StDev 14.180760501745661; Min. -1.0; Valid 223.0; Mean 3.1659192825112097; Variable Format: numeric Notes: UNF:6:EXn2dQJcYwdXVv7fSSIPVw==
LAIKIPIA_posswabtest
f4458517 Location:	Summary Statistics: Mean 1.5560538116591958; Min. 0.0; Valid 223.0; StDev 4.108357405784925; Max. 26.0; Variable Format: numeric Notes: UNF:6:BSSR7pTEAa1+M+AtoLLoPQ==
LAIKIPIA_negswabtest
f4458517 Location:	Summary Statistics: Mean 16.15695067264572; Min. -1.0; Valid 223.0; Max. 322.0; StDev 42.92416876927954 Variable Format: numeric Notes: UNF:6:d8jPZaTm387GsQprGR1nEw==
MANDERA_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Valid 223.0; Mean 0.2062780269058295; Max. 6.0; StDev 0.7306396394346579; Variable Format: numeric Notes: UNF:6:2oUBNeOpwJJfnRsfXFXJMQ==
MANDERA_negswabtest
f4458517 Location:	Summary Statistics: Max. 43.0; Min. -1.0; Valid 223.0; Mean 0.16591928251121388; StDev 3.960879069406735; Variable Format: numeric Notes: UNF:6:iPK/VGBw+eDpR1ZLumlXFg==
MERU_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; StDev 2.056223033932092; Valid 223.0; Max. 13.0; Mean 0.8968609865470872 Variable Format: numeric Notes: UNF:6:LWRMYkjPW7qU/EwepJGMjw==
MERU_negswabtest
f4458517 Location:	Summary Statistics: Max. 116.0; Valid 223.0; StDev 19.819788629820145; Mean 8.560538116591916; Min. -1.0 Variable Format: numeric Notes: UNF:6:9+T625ENPHjBdiKD5eTMWw==
MURANGA_posswabtest
f4458517 Location:	Summary Statistics: StDev 2.443958382180319; Valid 223.0; Min. 0.0; Max. 15.0; Mean 1.0672645739910338 Variable Format: numeric Notes: UNF:6:JYmN8yQLY93jDwg21mAbbg==
MURANGA_negswabtest
f4458517 Location:	Summary Statistics: Min. -1.0; StDev 32.4011556692097; Max. 298.0; Mean 10.542600896861005; Valid 223.0; Variable Format: numeric Notes: UNF:6:Icog1EHR3+Mn9/j2EflNXw==
NANDI_posswabtest
f4458517 Location:	Summary Statistics: Min. 0.0; Mean 0.6098654708520199; Valid 223.0; StDev 1.8612432829689292; Max. 17.0 Variable Format: numeric Notes: UNF:6:qSWAzrsrVPMKN85ScSIpcQ==
NANDI_negswabtest
f4458517 Location:	Summary Statistics: Mean 15.551569506726425; StDev 39.57232840576203; Valid 223.0; Max. 268.0; Min. -1.0 Variable Format: numeric Notes: UNF:6:cNqdGevg+vqYUPunnQgg3A==
NYANDARUA_posswabtest
f4458517 Location:	Summary Statistics: Valid 223.0; StDev 0.8243751528272053; Mean 0.30044843049327336; Min. 0.0; Max. 6.0 Variable Format: numeric Notes: UNF:6:k3ZPFZBsmHNfyDUinXR6DQ==
NYANDARUA_negswabtest
f4458517 Location:	Summary Statistics: Max. 125.0; StDev 15.867018984025371; Mean 4.869955156950665; Min. -1.0; Valid 223.0; Variable Format: numeric Notes: UNF:6:FYYoPMyJep/ZgmzJZjM7gA==
SAMBURU_posswabtest
f4458517 Location:	Summary Statistics: StDev 1.0902401575706397; Max. 11.0; Valid 223.0; Mean 0.2331838565022415; Min. 0.0 Variable Format: numeric Notes: UNF:6:9BuyeSlkunqexI0B5awcbg==
SAMBURU_negswabtest
f4458517 Location:	Summary Statistics: Mean 3.6008968609865586; Valid 223.0; Min. -1.0; StDev 15.59300487378295; Max. 119.0 Variable Format: numeric Notes: UNF:6:5M0zwctXRsRl+4dnCLXQ4Q==
THARAKA NITHI_posswabtest
f4458517 Location:	Summary Statistics: Max. 15.0; Min. 0.0; StDev 1.4269398142411787; Valid 223.0; Mean 0.31390134529148056 Variable Format: numeric Notes: UNF:6:FJRnOBmLJzeMrIYd7CRwZw==
THARAKA NITHI_negswabtest
f4458517 Location:	Summary Statistics: Mean 4.098654708520187; StDev 16.94955812711827; Valid 223.0; Max. 122.0; Min. -1.0 Variable Format: numeric Notes: UNF:6:VHYdoLcq0162DblS/3sv7w==
WEST POKOT_posswabtest
f4458517 Location:	Summary Statistics: Max. 107.0; Valid 223.0; Mean 2.9641255605381223; Min. 0.0; StDev 11.587060390309018; Variable Format: numeric Notes: UNF:6:7W+JFht64hAyU3k19fQutw==
WEST POKOT_negswabtest
f4458517 Location:	Summary Statistics: Max. 733.0; Valid 223.0; Mean 13.919282511210794; StDev 69.37074139466186; Min. -1.0 Variable Format: numeric Notes: UNF:6:CPkPoFhZBvJ9eovlPTRpRw==
sampledates
f4458523 Location:	Variable Format: character Notes: UNF:6:B/rLdLMOCBgeaVNjb89kYw==
mombasa_pos
f4458523 Location:	Summary Statistics: StDev 1.3029626700018313; Min. 0.0; Max. 12.0; Mean 0.3035714285714288; Valid 168.0; Variable Format: numeric Notes: UNF:6:ov8gckEmTl0wvTnVEdPqeg==
mombasa_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; Max. 41.0; StDev 7.434686141781885; Mean 2.970238095238091 Variable Format: numeric Notes: UNF:6:u2XZc+N57nB1iowiwNTp5g==
kwale_pos
f4458523 Location:	Summary Statistics: Min. 0.0; StDev 0.37226332466596784; Max. 3.0; Valid 168.0; Mean 0.07142857142857138 Variable Format: numeric Notes: UNF:6:iMb9GiSrU7MqDlbK8jl0FA==
kwale_neg
f4458523 Location:	Summary Statistics: Min. 0.0; Valid 168.0; StDev 3.484210177196871; Mean 1.3333333333333341; Max. 25.0; Variable Format: numeric Notes: UNF:6:te/PphAz8fFwZLxfhloUfg==
kilifi_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Max. 3.0; Min. 0.0; StDev 0.4679643044592996; Mean 0.14285714285714282 Variable Format: numeric Notes: UNF:6:RMOQ3ums76sZYbn94lJR5Q==
kilifi_neg
f4458523 Location:	Summary Statistics: Max. 55.0; StDev 6.9644065338675025; Min. 0.0; Valid 168.0; Mean 2.7440476190476177 Variable Format: numeric Notes: UNF:6:g1gRVEZWcPGaU42YbYtnCQ==
tana river_pos
f4458523 Location:	Summary Statistics: Max. 1.0; Valid 168.0; Min. 0.0; StDev 0.07715167498104594; Mean 0.00595238095238096; Variable Format: numeric Notes: UNF:6:zor49eV7ANZKODF0UPqiLg==
tana river_neg
f4458523 Location:	Summary Statistics: Max. 6.0; Valid 168.0; Mean 0.21428571428571452; Min. 0.0; StDev 1.027425461800111 Variable Format: numeric Notes: UNF:6:4uSKm9DZnuab3yLLvTrM9w==
lamu_pos
f4458523 Location:	Summary Statistics: Max. 0.0; StDev 0.0; Min. 0.0; Valid 168.0; Mean 0.0; Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
lamu_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Max. 25.0; StDev 2.834746121209753; Mean 0.4880952380952386; Min. 0.0; Variable Format: numeric Notes: UNF:6:6+0tv25hl4jcE9BBOX+mqA==
taita taveta_pos
f4458523 Location:	Summary Statistics: StDev 0.10878178112777974; Max. 1.0; Valid 168.0; Mean 0.011904761904761915; Min. 0.0; Variable Format: numeric Notes: UNF:6:Tnn8YChZ4NLAaFA4UzjKkQ==
taita taveta_neg
f4458523 Location:	Summary Statistics: Min. 0.0; Valid 168.0; Max. 110.0; Mean 0.7797619047619048; StDev 8.56215429494914; Variable Format: numeric Notes: UNF:6:4ZYl3fukg5QDuGglgrFrWw==
nairobi_pos
f4458523 Location:	Summary Statistics: Min. 0.0; Max. 6.0; Valid 168.0; StDev 0.7274555771773745; Mean 0.125 Variable Format: numeric Notes: UNF:6:COEp5TLTv4ewn5xSeR2lVw==
nairobi_neg
f4458523 Location:	Summary Statistics: Max. 138.0; StDev 10.846066303637585; Min. 0.0; Valid 168.0; Mean 1.273809523809525 Variable Format: numeric Notes: UNF:6:rTifgx2MKvcmZE5IJk98bw==
turkana_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; StDev 0.17210268087117442; Max. 2.0; Mean 0.01785714285714286 Variable Format: numeric Notes: UNF:6:7wYcsZVr2NWbSJexCrHMCQ==
turkana_neg
f4458523 Location:	Summary Statistics: StDev 1.4256099900537629; Max. 12.0; Mean 0.22619047619047644; Valid 168.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:es4K7uFBOpkotyvPP1Zhlw==
machakos_pos
f4458523 Location:	Summary Statistics: Max. 2.0; Mean 0.0535714285714286; Min. 0.0; Valid 168.0; StDev 0.2948444951233336; Variable Format: numeric Notes: UNF:6:4C1bQtnoV3H5X4gBEt7dLA==
machakos_neg
f4458523 Location:	Summary Statistics: Min. 0.0; Max. 32.0; Mean 0.809523809523809; Valid 168.0; StDev 4.251033521325107 Variable Format: numeric Notes: UNF:6:pe0mQhsjBFXBIuHvQK37HQ==
kiambu_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; StDev 0.24353634538918487; Mean 0.02380952380952384; Max. 3.0 Variable Format: numeric Notes: UNF:6:r0U8J0Sh2In0gESpd5eXmQ==
kiambu_neg
f4458523 Location:	Summary Statistics: Max. 15.0; Valid 168.0; StDev 1.24384713233691; Mean 0.125; Min. 0.0; Variable Format: numeric Notes: UNF:6:3lmtxuXizH9nvbf9XdfJcw==
garissa_pos
f4458523 Location:	Summary Statistics: Min. 0.0; Valid 168.0; StDev 0.0; Max. 0.0; Mean 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
garissa_neg
f4458523 Location:	Summary Statistics: Max. 3.0; Mean 0.017857142857142863; Valid 168.0; Min. 0.0; StDev 0.23145502494313783; Variable Format: numeric Notes: UNF:6:MCyDGA0soy0N2hfToMzucw==
wajir_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
wajir_neg
f4458523 Location:	Summary Statistics: Max. 6.0; StDev 0.8851779836460444; Valid 168.0; Mean 0.22023809523809545; Min. 0.0 Variable Format: numeric Notes: UNF:6:PDSdj3JsCnlWjVA66Yw99w==
nyeri_pos
f4458523 Location:	Summary Statistics: Max. 1.0; Valid 168.0; Min. 0.0; Mean 0.01785714285714286; StDev 0.1328280273844857; Variable Format: numeric Notes: UNF:6:gqdeyZ7yd6rGiVCv9KL3eA==
nyeri_neg
f4458523 Location:	Summary Statistics: Min. 0.0; StDev 2.226283298538015; Max. 14.0; Valid 168.0; Mean 0.4583333333333333 Variable Format: numeric Notes: UNF:6:i6nJXM7xiBR3BmyRrxiqKQ==
makueni_pos
f4458523 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.10878178112777975; Mean 0.011904761904761916; Valid 168.0; Variable Format: numeric Notes: UNF:6:viN69IxNBw4SUjmygL5CrQ==
makueni_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Max. 14.0; StDev 1.500392021769843; Mean 0.23214285714285698; Min. 0.0 Variable Format: numeric Notes: UNF:6:SvccTTq0JWVKHFkiDIsroA==
marsabit_pos
f4458523 Location:	Summary Statistics: Mean 0.0; Min. 0.0; Valid 168.0; StDev 0.0; Max. 0.0; Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
marsabit_neg
f4458523 Location:	Summary Statistics: Max. 8.0; StDev 0.639422278098843; Mean 0.06547619047619035; Min. 0.0; Valid 168.0; Variable Format: numeric Notes: UNF:6:rVjwYS1BxoRJTvyMsNoo2A==
kitui_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; Max. 0.0; Mean 0.0; StDev 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
kitui_neg
f4458523 Location:	Summary Statistics: Mean 0.029761904761904823; Min. 0.0; Max. 3.0; StDev 0.25490623468283863; Valid 168.0 Variable Format: numeric Notes: UNF:6:vAZHpN6hR5/ZeT5T6fM6yg==
kisumu_pos
f4458523 Location:	Summary Statistics: Valid 168.0; StDev 0.45670869745532194; Min. 0.0; Mean 0.0833333333333334; Max. 4.0 Variable Format: numeric Notes: UNF:6:DmdTHjgRKU8hoJHrgbfiJg==
kisumu_neg
f4458523 Location:	Summary Statistics: Max. 34.0; Mean 1.089285714285715; Valid 168.0; Min. 0.0; StDev 4.744780122291918 Variable Format: numeric Notes: UNF:6:+6thODP+9oH//jBmFvBEyA==
vihiga_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Mean 0.011904761904761916; Max. 1.0; Min. 0.0; StDev 0.10878178112777975; Variable Format: numeric Notes: UNF:6:PDdRr/TZt3UXZ23xY+IrUg==
vihiga_neg
f4458523 Location:	Summary Statistics: Max. 19.0; Mean 0.14880952380952386; Valid 168.0; StDev 1.4789536718577692; Min. 0.0; Variable Format: numeric Notes: UNF:6:JrR9sz7FpS9LL9JZGh5F6g==
siaya_pos
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; Max. 4.0; Mean 0.05952380952380963; StDev 0.4196146072188006 Variable Format: numeric Notes: UNF:6:u5e6akmiZ0yUiSDySpebvw==
siaya_neg
f4458523 Location:	Summary Statistics: StDev 3.358652415888789; Valid 168.0; Max. 26.0; Mean 0.5297619047619045; Min. 0.0 Variable Format: numeric Notes: UNF:6:E+f89dlfeFsraBdqZk5GpQ==
kericho_pos
f4458523 Location:	Summary Statistics: StDev 0.0; Min. 0.0; Valid 168.0; Max. 0.0; Mean 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
kericho_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Mean 0.00595238095238096; Max. 1.0; Min. 0.0; StDev 0.07715167498104594 Variable Format: numeric Notes: UNF:6:sxVTRQtHYLh99w5q+mIlrA==
migori_pos
f4458523 Location:	Summary Statistics: Max. 3.0; Min. 0.0; Mean 0.017857142857142863; Valid 168.0; StDev 0.23145502494313783; Variable Format: numeric Notes: UNF:6:olkf3HmW0Kaqb5gsTMUtVA==
migori_neg
f4458523 Location:	Summary Statistics: StDev 1.0025452353680726; Max. 10.0; Mean 0.13690476190476178; Valid 168.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:newCNVwvHvRN02L2XgdArw==
homabay_pos
f4458523 Location:	Summary Statistics: Max. 1.0; Mean 0.01190476190476192; Min. 0.0; StDev 0.10878178112777975; Valid 168.0 Variable Format: numeric Notes: UNF:6:3YrPYXuDMiGHZnbkl6gyyw==
homabay_neg
f4458523 Location:	Summary Statistics: StDev 1.4282078237013605; Mean 0.32142857142857106; Valid 168.0; Min. 0.0; Max. 10.0; Variable Format: numeric Notes: UNF:6:p0Y1BkkPtVh0/BTPvwOFog==
busia_pos
f4458523 Location:	Summary Statistics: Mean 0.02976190476190482; StDev 0.31765599662647215; Valid 168.0; Max. 4.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:M1eT5yjAih4NmS0Tdo2D+g==
busia_neg
f4458523 Location:	Summary Statistics: Mean 0.10714285714285716; Valid 168.0; Max. 13.0; Min. 0.0; StDev 1.0724403548911137; Variable Format: numeric Notes: UNF:6:PMjhNcA4yq/u+dQWr+XaIQ==
kisii_pos
f4458523 Location:	Summary Statistics: Min. 0.0; Valid 168.0; Max. 1.0; Mean 0.00595238095238096; StDev 0.07715167498104594 Variable Format: numeric Notes: UNF:6:WA8zwbPUNlWdowxSrLXeUA==
kisii_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; StDev 2.867450042498016; Max. 27.0; Mean 0.3690476190476186 Variable Format: numeric Notes: UNF:6:XRSODIXFQ/Kz3meMggZ4Ig==
bungoma_pos
f4458523 Location:	Summary Statistics: Min. 0.0; Max. 0.0; Mean 0.0; StDev 0.0; Valid 168.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
bungoma_neg
f4458523 Location:	Summary Statistics: Max. 19.0; StDev 1.4674493077352755; Min. 0.0; Mean 0.11904761904761928; Valid 168.0 Variable Format: numeric Notes: UNF:6:YmW38EOhVN/O9QL1D0Wptg==
nyamira_pos
f4458523 Location:	Summary Statistics: Min. 0.0; Mean 0.0; StDev 0.0; Valid 168.0; Max. 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
nyamira_neg
f4458523 Location:	Summary Statistics: Mean 0.00595238095238096; Valid 168.0; Max. 1.0; StDev 0.07715167498104594; Min. 0.0 Variable Format: numeric Notes: UNF:6:3+L3KY7mzX9+yV1EnTXdRA==
narok_pos
f4458523 Location:	Summary Statistics: Mean 0.0; Valid 168.0; StDev 0.0; Max. 0.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
narok_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; Max. 1.0; Mean 0.00595238095238096; StDev 0.07715167498104594 Variable Format: numeric Notes: UNF:6:3+L3KY7mzX9+yV1EnTXdRA==
uasin gishu_pos
f4458523 Location:	Summary Statistics: Mean 0.017857142857142853; Max. 1.0; StDev 0.13282802738448574; Valid 168.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:TxvbLKDMxtVEbzfoA4LeNg==
uasin gishu_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Mean 2.2202380952380913; Max. 51.0; StDev 8.302243831494119; Min. 0.0 Variable Format: numeric Notes: UNF:6:9JMj7ws4zsbTYp+52kcAPA==
west pokot_pos
f4458523 Location:	Summary Statistics: StDev 0.15430334996209188; Max. 2.0; Valid 168.0; Min. 0.0; Mean 0.01190476190476192 Variable Format: numeric Notes: UNF:6:7MbOCnOzypco0yuk/B11ag==
west pokot_neg
f4458523 Location:	Summary Statistics: Mean 0.0892857142857143; Max. 7.0; Min. 0.0; Valid 168.0; StDev 0.7647187040485168; Variable Format: numeric Notes: UNF:6:sNpO8hLBFTalVNDx5rxKXA==
trans nzoia_pos
f4458523 Location:	Summary Statistics: Mean 0.0; Max. 0.0; Valid 168.0; Min. 0.0; StDev 0.0; Variable Format: numeric Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==
trans nzoia_neg
f4458523 Location:	Summary Statistics: Valid 168.0; Min. 0.0; Max. 17.0; StDev 1.9529594134255868; Mean 0.2678571428571431; Variable Format: numeric Notes: UNF:6:wPt/SoZPcni2PiW5Wb/cYg==
dateofdeath
f4458521 Location:	Variable Format: character Notes: UNF:6:XW+zmoNtxuF1kBDKFz7PJA==
KAJIADO_deaths
f4458521 Location:	Summary Statistics: Max. 2.0; StDev 0.38536638624335795; Min. 0.0; Valid 223.0; Mean 0.11659192825112089 Variable Format: numeric Notes: UNF:6:6LWBuiAfhUmamsVsOWfMqw==
NAIROBI_deaths
f4458521 Location:	Summary Statistics: Mean 1.5291479820627807; Min. 0.0; StDev 2.2153849218310895; Valid 223.0; Max. 12.0 Variable Format: numeric Notes: UNF:6:YGz4GVQdDcFbW8YEzh+RWQ==
KWALE_deaths
f4458521 Location:	Summary Statistics: Valid 223.0; Max. 0.0; Mean 0.0; Min. 0.0; StDev 0.0; Variable Format: numeric Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==
KILIFI_deaths
f4458521 Location:	Summary Statistics: Min. 0.0; Valid 223.0; Max. 1.0; StDev 0.09448920955290442; Mean 0.008968609865470835; Variable Format: numeric Notes: UNF:6:mLsGV2+vbBi+LrTmCwJQFg==
MOMBASA_deaths
f4458521 Location:	Summary Statistics: Mean 0.412556053811659; Valid 223.0; Max. 3.0; Min. 0.0; StDev 0.7292006083714013 Variable Format: numeric Notes: UNF:6:fLxptwLMzRe3FPWEMmQfoQ==
KAKAMEGA_deaths
f4458521 Location:	Summary Statistics: Min. 0.0; StDev 0.0669649530182426; Mean 0.004484304932735416; Valid 223.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:INDAvdNo6hb27woFkuJ8/w==
KITUI_deaths
f4458521 Location:	Summary Statistics: Mean 0.026905829596412512; StDev 0.16217226163354892; Valid 223.0; Max. 1.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:lnAJBWGx7l52aAa9j7D9qA==
KIAMBU_deaths
f4458521 Location:	Summary Statistics: Max. 12.0; Min. 0.0; StDev 1.07463943589548; Mean 0.42152466367712943; Valid 223.0; Variable Format: numeric Notes: UNF:6:QWpQQw0fvClBZWVFbyoPSg==
MACHAKOS_deaths
f4458521 Location:	Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.08071748878923768; StDev 0.35859513923358444; Max. 4.0; Variable Format: numeric Notes: UNF:6:FIiq31lKoTfDjYGF3n0Cog==
MURANGA_deaths
f4458521 Location:	Summary Statistics: Valid 223.0; Max. 2.0; Mean 0.03139013452914803; StDev 0.19887373261407804; Min. 0.0 Variable Format: numeric Notes: UNF:6:puNDPOBCgG2wKrp4fhT5Aw==
NYAMIRA_deaths
f4458521 Location:	Summary Statistics: Min. 0.0; Valid 223.0; StDev 0.0; Max. 0.0; Mean 0.0 Variable Format: numeric Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==
KERICHO_deaths
f4458521 Location:	Summary Statistics: StDev 0.1330218962040188; Max. 1.0; Min. 0.0; Mean 0.01793721973094166; Valid 223.0 Variable Format: numeric Notes: UNF:6:W8i8FJ9g9cDdt6+Bo521rA==

Document Description

Citation

Title:

Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data

Identification Number:

doi:10.7910/DVN/RXAIPS

Distributor:

Harvard Dataverse

Date of Distribution:

2020-09-17

Version:

Bibliographic Citation:

Ojal, John; Brand, Samuel P. C.; Were, Vincent; Okiro, Emelda A.; Kombe, Ivy K.; Mburu, Caroline; Aziza, Rabia; Ogero, Morris; Agweyu, Ambrose; Warimwe, George M.; Uyoga, Sophie; Adetifa, Ifedayo M. O.; Scott, J. Anthony G.; Otieno, Edward; Ochola-Oyier, Lynette Isabella; Agoti, Charles N.; Kasera, Kadondi; Amoth, Patrick; Mwangangi, Mercy; Aman, Rashid; Ng’ang’a, Wangari; Tsofa, Benjamin; Bejon, Philip; Barasa, Edwine; Keeling, Matt. J.; Nokes, David James, 2020, "Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data", https://doi.org/10.7910/DVN/RXAIPS, Harvard Dataverse, V2, UNF:6:zpkOX7HPsfYNae1dhR7xqQ== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data

Identification Number:

doi:10.7910/DVN/RXAIPS

Authoring Entity:

Ojal, John (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; London school of Hygiene and Tropical Medicine (LSHTM), UK)

Brand, Samuel P. C. (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)

Were, Vincent (Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya)

Okiro, Emelda A. (Population Health Unit, Kenya Medical Research Institute -Wellcome Trust Research Programme, Nairobi, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)

Kombe, Ivy K. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Mburu, Caroline (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Aziza, Rabia (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)

Ogero, Morris (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Agweyu, Ambrose (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Warimwe, George M. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)

Uyoga, Sophie (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Adetifa, Ifedayo M. O. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom)

Scott, J. Anthony G. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom)

Otieno, Edward (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Ochola-Oyier, Lynette Isabella (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Agoti, Charles N. (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; School of Public Health, Pwani University, Kenya)

Kasera, Kadondi (Ministry of Health, Government of Kenya, Nairobi, Kenya)

Amoth, Patrick (Ministry of Health, Government of Kenya, Nairobi, Kenya)

Mwangangi, Mercy (Ministry of Health, Government of Kenya, Nairobi, Kenya)

Aman, Rashid (Ministry of Health, Government of Kenya, Nairobi, Kenya)

Ng’ang’a, Wangari (Presidential Policy & Strategy Unit, The Presidency, Government of Kenya)

Tsofa, Benjamin (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya)

Bejon, Philip (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)

Barasa, Edwine (Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)

Keeling, Matt. J. (The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK)

Nokes, David James (KEMRI-Wellcome Trust Research Programme, P.O Box 230, Kilifi, 80108, Kenya; The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), University of Warwick, UK; School of Life Sciences, University of Warwick, UK)

Distributor:

Harvard Dataverse

Access Authority:

Ojal, John

Access Authority:

Brand, Samuel P. C.

Depositor:

Ojal, John

Date of Deposit:

2020-09-04

Holdings Information:

https://doi.org/10.7910/DVN/RXAIPS

Study Scope

Keywords:

Medicine, Health and Life Sciences

Topic Classification:

COVID-19, SARS-CoV-2

Abstract:

This is a replication dataset for the submitted manuscript "<a href="https://doi.org/10.1101/2020.09.02.20186817">Ojal, J., Brand, S.P., Were, V., Okiro, E.A., Kombe, I.K., Mburu, C., Aziza, R., Ogero, M., Agweyu, A., Warimwe, G.M. and Uyoga, S., 2020. Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data. medRxiv.</a>". The related study was conducted to estimate the SARS-CoV-2 pandemic peak and COVID-19 disease burden including reported severe cases and deaths in the major urban counties in Kenya. National surveillance PCR tests, serological surveys, and mobility data were used to develop and fit a county-specific transmission model in the country. These datasets presented contain the number of positive PCR-confirmed swab tests for each county by date of sample collection (21st Feb to 6th August), the number of positive and negative serological results for each county by date of sample collection (21st Feb to 6th August), number of deaths with a PCR-confirmed swab test for each county by recorded date of death (21st Feb to 6th August), the total number of swab samples collected in Mombasa county, and analyzed at Kemri-Wellcome Research Program testing center (21st Feb – 27th June), and summary data of Kenyan epidemic, including reported total number of test performed. The datasets are used for COVID-19 forecasts.

Notes:

Data Analysis Code Avaialbility The code used to simulate transmission in Kenyan counties and is fitted to the data provided here is available in the open access Github repository <a href="https://github.com/ojal/KenyaSerology">https://github.com/ojal/KenyaSerology </a>. This includes a sequence of notebooks which outline each step of the analysis to aid reproducibility.

Methodology and Processing

Sources Statement

Data Access

Citation Requirement:

Publications based on this data collection should acknowledge this source by means of bibliographic citation.

Notes:

This data is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</a> <a href="https://creativecommons.org/licenses/by/4.0/legalcode"><img src="https://i.creativecommons.org/l/by/3.0/88x31.png"> </a>

Other Study Description Materials

Related Publications

Citation

Title:

Ojal, J., Brand, S.P., Were, V., Okiro, E.A., Kombe, I.K., Mburu, C., Aziza, R., Ogero, M., Agweyu, A., Warimwe, G.M. and Uyoga, S., 2020. Revealing the extent of the COVID-19 pandemic in Kenya based on serological and PCR-test data. medRxiv.

Identification Number:

10.1101/2020.09.02.20186817

Bibliographic Citation:

Citation

Title:

S. Uyoga et al., Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Kenyan blood donors. Science, eabe1916–11 (2020). https://science.sciencemag.org/content/371/6524/79

Bibliographic Citation:

S. Uyoga et al., Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Kenyan blood donors. Science, eabe1916–11 (2020). https://science.sciencemag.org/content/371/6524/79

File Description--f4458520

File: DataS1.tab

Number of cases: 47
No. of variables per record: 11
Type of File: text/tab-separated-values

Notes:

UNF:6:eHeoX3dijRNsdcwBk7+NcQ==

Inferred model parameters, IFR and posterior predictive P-value for each Kenyan county where the effective contact rates were inferred jointly with other parameters

File Description--f4458522

File: DataS2.tab

Number of cases: 47
No. of variables per record: 11
Type of File: text/tab-separated-values

Notes:

UNF:6:j7v/dGWBms50IcrmRlcHnQ==

Inferred model parameters, IFR and posterior predictive P-value for each county where the effective contact rates were assumed to follow Google mobility trends

File Description--f4458519

File: DataS3.tab

Number of cases: 47
No. of variables per record: 9
Type of File: text/tab-separated-values

Notes:

UNF:6:/5o/WWrmsCd7Vnje4t1tXQ==

Model comparison scores between Google and fitted effective contact rate models, Deviance information criteria (DIC), log-predictive density of daily death incidence (LPD) and posterior predictive P value of daily deaths

File Description--f4458517

File: DataS4.tab

Number of cases: 223
No. of variables per record: 95
Type of File: text/tab-separated-values

Notes:

UNF:6:AQqhWe/1c2MQOePGS8jQ6A==

Daily reported swab test results (maximum one per person) with test result

File Description--f4458523

File: DataS5.tab

Number of cases: 168
No. of variables per record: 61
Type of File: text/tab-separated-values

Notes:

UNF:6:yBVY6SpnBY9YcjVNXP7Bfg==

Daily reported serological test results (maximum one per person) with test result

File Description--f4458521

File: DataS6.tab

Number of cases: 240
No. of variables per record: 48
Type of File: text/tab-separated-values

Notes:

UNF:6:LPYkqFZtiBDLDa+6twMYcQ==

Daily reported deaths with positive test result

File Description--f4458524

File: DataS7.tab

Number of cases: 151
No. of variables per record: 34
Type of File: text/tab-separated-values

Notes:

UNF:6:pxnpKG+3OMP7c0wTdQdyZw==

Summary data sourced from ourworldindata.org, only new_tests field was used to scale the detection rate of PCR positives when total tests per county per day was unavailable.

Variable Description

List of Variables:

Countyname - Countyname
R0 - R0
E0 - E0
I0 - I0
PCR_pos_samplingbias - PCR_pos_samplingbias
PCR_pos_sample_clustering - PCR_pos_sample_clustering
PCR_pos_reporting_clustering - PCR_pos_reporting_clustering
PCR_pos_reporting_rate - PCR_pos_reporting_rate
EffPopSize - EffPopSize
IFR - IFR
PosteriorpredicitveP - PosteriorpredicitveP
Countyname - Countyname
R0 - R0
E0 - E0
I0 - I0
PCR_pos_samplingbias - PCR_pos_samplingbias
PCR_pos_sample_clustering - PCR_pos_sample_clustering
PCR_pos_reporting_clustering - PCR_pos_reporting_clustering
PCR_pos_reporting_rate - PCR_pos_reporting_rate
EffPopSize - EffPopSize
IFR - IFR
PosteriorpredicitveP - PosteriorpredicitveP
county - county
DIC_googleCt - DIC_googleCt
DIC_fittedCt - DIC_fittedCt
LPD_googleCt - LPD_googleCt
LPD_fittedCt - LPD_fittedCt
PosteriorpredicitveP_fittedCt - PosteriorpredicitveP_fittedCt
PosteriorpredicitveP_googleCt - PosteriorpredicitveP_googleCt
Delta DIC - Delta DIC
Delta 2*LPD - Delta 2*LPD
sampledates - sampledates
NAIROBI_posswabtest - NAIROBI_posswabtest
NAIROBI_negswabtest - NAIROBI_negswabtest
MOMBASA_posswabtest - MOMBASA_posswabtest
MOMBASA_negswabtest - MOMBASA_negswabtest
KAJIADO_posswabtest - KAJIADO_posswabtest
KAJIADO_negswabtest - KAJIADO_negswabtest
KIAMBU_posswabtest - KIAMBU_posswabtest
KIAMBU_negswabtest - KIAMBU_negswabtest
KILIFI_posswabtest - KILIFI_posswabtest
KILIFI_negswabtest - KILIFI_negswabtest
KISUMU_posswabtest - KISUMU_posswabtest
KISUMU_negswabtest - KISUMU_negswabtest
MACHAKOS_posswabtest - MACHAKOS_posswabtest
MACHAKOS_negswabtest - MACHAKOS_negswabtest
UASIN GISHU_posswabtest - UASIN GISHU_posswabtest
UASIN GISHU_negswabtest - UASIN GISHU_negswabtest
VIHIGA_posswabtest - VIHIGA_posswabtest
VIHIGA_negswabtest - VIHIGA_negswabtest
ISIOLO_posswabtest - ISIOLO_posswabtest
ISIOLO_negswabtest - ISIOLO_negswabtest
NAKURU_posswabtest - NAKURU_posswabtest
NAKURU_negswabtest - NAKURU_negswabtest
BUNGOMA_posswabtest - BUNGOMA_posswabtest
BUNGOMA_negswabtest - BUNGOMA_negswabtest
BUSIA_posswabtest - BUSIA_posswabtest
BUSIA_negswabtest - BUSIA_negswabtest
GARISSA_posswabtest - GARISSA_posswabtest
GARISSA_negswabtest - GARISSA_negswabtest
HOMABAY_posswabtest - HOMABAY_posswabtest
HOMABAY_negswabtest - HOMABAY_negswabtest
KERICHO_posswabtest - KERICHO_posswabtest
KERICHO_negswabtest - KERICHO_negswabtest
KISII_posswabtest - KISII_posswabtest
KISII_negswabtest - KISII_negswabtest
KITUI_posswabtest - KITUI_posswabtest
KITUI_negswabtest - KITUI_negswabtest
KWALE_posswabtest - KWALE_posswabtest
KWALE_negswabtest - KWALE_negswabtest
LAMU_posswabtest - LAMU_posswabtest
LAMU_negswabtest - LAMU_negswabtest
MAKUENI_posswabtest - MAKUENI_posswabtest
MAKUENI_negswabtest - MAKUENI_negswabtest
MARSABIT_posswabtest - MARSABIT_posswabtest
MARSABIT_negswabtest - MARSABIT_negswabtest
MIGORI_posswabtest - MIGORI_posswabtest
MIGORI_negswabtest - MIGORI_negswabtest
NAROK_posswabtest - NAROK_posswabtest
NAROK_negswabtest - NAROK_negswabtest
NYAMIRA_posswabtest - NYAMIRA_posswabtest
NYAMIRA_negswabtest - NYAMIRA_negswabtest
NYERI_posswabtest - NYERI_posswabtest
NYERI_negswabtest - NYERI_negswabtest
SIAYA_posswabtest - SIAYA_posswabtest
SIAYA_negswabtest - SIAYA_negswabtest
TAITA TAVETA_posswabtest - TAITA TAVETA_posswabtest
TAITA TAVETA_negswabtest - TAITA TAVETA_negswabtest
TANA RIVER_posswabtest - TANA RIVER_posswabtest
TANA RIVER_negswabtest - TANA RIVER_negswabtest
TRANS NZOIA_posswabtest - TRANS NZOIA_posswabtest
TRANS NZOIA_negswabtest - TRANS NZOIA_negswabtest
TURKANA_posswabtest - TURKANA_posswabtest
TURKANA_negswabtest - TURKANA_negswabtest
WAJIR_posswabtest - WAJIR_posswabtest
WAJIR_negswabtest - WAJIR_negswabtest
BARINGO_posswabtest - BARINGO_posswabtest
BARINGO_negswabtest - BARINGO_negswabtest
BOMET_posswabtest - BOMET_posswabtest
BOMET_negswabtest - BOMET_negswabtest
ELGEYO MARAKWET_posswabtest - ELGEYO MARAKWET_posswabtest
ELGEYO MARAKWET_negswabtest - ELGEYO MARAKWET_negswabtest
EMBU_posswabtest - EMBU_posswabtest
EMBU_negswabtest - EMBU_negswabtest
KAKAMEGA_posswabtest - KAKAMEGA_posswabtest
KAKAMEGA_negswabtest - KAKAMEGA_negswabtest
KIRINYAGA_posswabtest - KIRINYAGA_posswabtest
KIRINYAGA_negswabtest - KIRINYAGA_negswabtest
LAIKIPIA_posswabtest - LAIKIPIA_posswabtest
LAIKIPIA_negswabtest - LAIKIPIA_negswabtest
MANDERA_posswabtest - MANDERA_posswabtest
MANDERA_negswabtest - MANDERA_negswabtest
MERU_posswabtest - MERU_posswabtest
MERU_negswabtest - MERU_negswabtest
MURANGA_posswabtest - MURANGA_posswabtest
MURANGA_negswabtest - MURANGA_negswabtest
NANDI_posswabtest - NANDI_posswabtest
NANDI_negswabtest - NANDI_negswabtest
NYANDARUA_posswabtest - NYANDARUA_posswabtest
NYANDARUA_negswabtest - NYANDARUA_negswabtest
SAMBURU_posswabtest - SAMBURU_posswabtest
SAMBURU_negswabtest - SAMBURU_negswabtest
THARAKA NITHI_posswabtest - THARAKA NITHI_posswabtest
THARAKA NITHI_negswabtest - THARAKA NITHI_negswabtest
WEST POKOT_posswabtest - WEST POKOT_posswabtest
WEST POKOT_negswabtest - WEST POKOT_negswabtest
sampledates - sampledates
mombasa_pos - mombasa_pos
mombasa_neg - mombasa_neg
kwale_pos - kwale_pos
kwale_neg - kwale_neg
kilifi_pos - kilifi_pos
kilifi_neg - kilifi_neg
tana river_pos - tana river_pos
tana river_neg - tana river_neg
lamu_pos - lamu_pos
lamu_neg - lamu_neg
taita taveta_pos - taita taveta_pos
taita taveta_neg - taita taveta_neg
nairobi_pos - nairobi_pos
nairobi_neg - nairobi_neg
turkana_pos - turkana_pos
turkana_neg - turkana_neg
machakos_pos - machakos_pos
machakos_neg - machakos_neg
kiambu_pos - kiambu_pos
kiambu_neg - kiambu_neg
garissa_pos - garissa_pos
garissa_neg - garissa_neg
wajir_pos - wajir_pos
wajir_neg - wajir_neg
nyeri_pos - nyeri_pos
nyeri_neg - nyeri_neg
makueni_pos - makueni_pos
makueni_neg - makueni_neg
marsabit_pos - marsabit_pos
marsabit_neg - marsabit_neg
kitui_pos - kitui_pos
kitui_neg - kitui_neg
kisumu_pos - kisumu_pos
kisumu_neg - kisumu_neg
vihiga_pos - vihiga_pos
vihiga_neg - vihiga_neg
siaya_pos - siaya_pos
siaya_neg - siaya_neg
kericho_pos - kericho_pos
kericho_neg - kericho_neg
migori_pos - migori_pos
migori_neg - migori_neg
homabay_pos - homabay_pos
homabay_neg - homabay_neg
busia_pos - busia_pos
busia_neg - busia_neg
kisii_pos - kisii_pos
kisii_neg - kisii_neg
bungoma_pos - bungoma_pos
bungoma_neg - bungoma_neg
nyamira_pos - nyamira_pos
nyamira_neg - nyamira_neg
narok_pos - narok_pos
narok_neg - narok_neg
uasin gishu_pos - uasin gishu_pos
uasin gishu_neg - uasin gishu_neg
west pokot_pos - west pokot_pos
west pokot_neg - west pokot_neg
trans nzoia_pos - trans nzoia_pos
trans nzoia_neg - trans nzoia_neg
dateofdeath - dateofdeath
KAJIADO_deaths - KAJIADO_deaths
NAIROBI_deaths - NAIROBI_deaths
KWALE_deaths - KWALE_deaths
KILIFI_deaths - KILIFI_deaths
MOMBASA_deaths - MOMBASA_deaths
KAKAMEGA_deaths - KAKAMEGA_deaths
KITUI_deaths - KITUI_deaths
KIAMBU_deaths - KIAMBU_deaths
MACHAKOS_deaths - MACHAKOS_deaths
MURANGA_deaths - MURANGA_deaths
NYAMIRA_deaths - NYAMIRA_deaths
KERICHO_deaths - KERICHO_deaths
NAKURU_deaths - NAKURU_deaths
NYANDARUA_deaths - NYANDARUA_deaths
VIHIGA_deaths - VIHIGA_deaths
LAIKIPIA_deaths - LAIKIPIA_deaths
NYERI_deaths - NYERI_deaths
HOMABAY_deaths - HOMABAY_deaths
UASIN GISHU_deaths - UASIN GISHU_deaths
KISII_deaths - KISII_deaths
MANDERA_deaths - MANDERA_deaths
SIAYA_deaths - SIAYA_deaths
MERU_deaths - MERU_deaths
TRANS NZOIA_deaths - TRANS NZOIA_deaths
WAJIR_deaths - WAJIR_deaths
MIGORI_deaths - MIGORI_deaths
BUSIA_deaths - BUSIA_deaths
ISIOLO_deaths - ISIOLO_deaths
BOMET_deaths - BOMET_deaths
TAITA TAVETA_deaths - TAITA TAVETA_deaths
GARISSA_deaths - GARISSA_deaths
MAKUENI_deaths - MAKUENI_deaths
KIRINYAGA_deaths - KIRINYAGA_deaths
KISUMU_deaths - KISUMU_deaths
TURKANA_deaths - TURKANA_deaths
EMBU_deaths - EMBU_deaths
NANDI_deaths - NANDI_deaths
ELGEYO MARAKWET_deaths - ELGEYO MARAKWET_deaths
BUNGOMA_deaths - BUNGOMA_deaths
MARSABIT_deaths - MARSABIT_deaths
NAROK_deaths - NAROK_deaths
LAMU_deaths - LAMU_deaths
TANA RIVER_deaths - TANA RIVER_deaths
THARAKA NITHI_deaths - THARAKA NITHI_deaths
BARINGO_deaths - BARINGO_deaths
WEST POKOT_deaths - WEST POKOT_deaths
SAMBURU_deaths - SAMBURU_deaths
iso_code - iso_code
continent - continent
location - location
date - date
total_cases - total_cases
new_cases - new_cases
total_deaths - total_deaths
new_deaths - new_deaths
total_cases_per_million - total_cases_per_million
new_cases_per_million - new_cases_per_million
total_deaths_per_million - total_deaths_per_million
new_deaths_per_million - new_deaths_per_million
new_tests - new_tests
total_tests - total_tests
total_tests_per_thousand - total_tests_per_thousand
new_tests_per_thousand - new_tests_per_thousand
new_tests_smoothed - new_tests_smoothed
new_tests_smoothed_per_thousand - new_tests_smoothed_per_thousand
tests_units - tests_units
stringency_index - stringency_index
population - population
population_density - population_density
median_age - median_age
aged_65_older - aged_65_older
aged_70_older - aged_70_older
gdp_per_capita - gdp_per_capita
extreme_poverty - extreme_poverty
cardiovasc_death_rate - cardiovasc_death_rate
diabetes_prevalence - diabetes_prevalence
female_smokers - female_smokers
male_smokers - male_smokers
handwashing_facilities - handwashing_facilities
hospital_beds_per_thousand - hospital_beds_per_thousand
life_expectancy - life_expectancy

Variables

Countyname

f4458520 Location:

Variable Format: character

Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==

f4458520 Location:

Variable Format: character

Notes: UNF:6:eWf5WGR8Be/N4tF7WsrdTA==

f4458520 Location:

Variable Format: character

Notes: UNF:6:knBY4qOK1tMJVtjPN+ErEQ==

f4458520 Location:

Variable Format: character

Notes: UNF:6:3lUrGTzDLw8ikRDBuwwydQ==

PCR_pos_samplingbias

f4458520 Location:

Variable Format: character

Notes: UNF:6:IgY+XYa8dSg6ePWkVlk4dw==

PCR_pos_sample_clustering

f4458520 Location:

Variable Format: character

Notes: UNF:6:TOGqljz/kQ/ER+0Y/ShCZA==

PCR_pos_reporting_clustering

f4458520 Location:

Variable Format: character

Notes: UNF:6:I+BrJ++pI6t7CCyMMsIbow==

PCR_pos_reporting_rate

f4458520 Location:

Variable Format: character

Notes: UNF:6:9fZjjSYESCtds8FYb4KdBw==

EffPopSize

f4458520 Location:

Variable Format: character

Notes: UNF:6:F2hX+KDteDABiXwyixAy3w==

IFR

f4458520 Location:

Variable Format: character

Notes: UNF:6:dUtyLnR8tZokUdib7knEIg==

PosteriorpredicitveP

f4458520 Location:

Summary Statistics: Mean 0.6573829787234042; Max. 0.827; Valid 47.0; StDev 0.11998524423616669; Min. 0.189;

Variable Format: numeric

Notes: UNF:6:rey2kQfDzOzeMxGKwwLXpA==

Countyname

f4458522 Location:

Variable Format: character

Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==

f4458522 Location:

Variable Format: character

Notes: UNF:6:a3QwUGI08Ea2nHNdGCee6g==

f4458522 Location:

Variable Format: character

Notes: UNF:6:MeT1ajwsjDbL74U0JqgO8g==

f4458522 Location:

Variable Format: character

Notes: UNF:6:spm3JTiouKYK4skQNcYaEQ==

PCR_pos_samplingbias

f4458522 Location:

Variable Format: character

Notes: UNF:6:koUcARajwodYy7p2BZxHTg==

PCR_pos_sample_clustering

f4458522 Location:

Variable Format: character

Notes: UNF:6:j1gq1ZE5dxxMEEO3v/awpA==

PCR_pos_reporting_clustering

f4458522 Location:

Variable Format: character

Notes: UNF:6:6JyzRtHsv4gfnviD3j5GRA==

PCR_pos_reporting_rate

f4458522 Location:

Variable Format: character

Notes: UNF:6:gjhrLwvx2YPL6dx8+bG73g==

EffPopSize

f4458522 Location:

Variable Format: character

Notes: UNF:6:RMr85MtfMZnZ6wrrsK/bKg==

IFR

f4458522 Location:

Variable Format: character

Notes: UNF:6:aWLcoTYATrGWQYZKPUWXEw==

PosteriorpredicitveP

f4458522 Location:

Summary Statistics: Valid 47.0; Min. 0.182; Mean 0.6456382978723404; Max. 0.83; StDev 0.12439810314713402

Variable Format: numeric

Notes: UNF:6:X4tDmh6pOu39WG7+fjhY1Q==

county

f4458519 Location:

Variable Format: character

Notes: UNF:6:x/Jz9sB/+4MBd4e2EOZajA==

DIC_googleCt

f4458519 Location:

Summary Statistics: Max. 1694.4119; Mean 444.19455877212766; Valid 47.0; Min. 89.21545041; StDev 321.92676613194897;

Variable Format: numeric

Notes: UNF:6:UDacqiepfaaTEy3RMw1x9g==

DIC_fittedCt

f4458519 Location:

Summary Statistics: Max. 1670.53451; Min. 86.89269639; Valid 47.0; Mean 420.0419785687234; StDev 313.16545886922825

Variable Format: numeric

Notes: UNF:6:OcMwpWvTgeaEdZJlERtGHA==

LPD_googleCt

f4458519 Location:

Summary Statistics: StDev 53.833729098448366; Valid 47.0; Min. 0.992829341; Mean 30.157709716531915; Max. 307.6793436

Variable Format: numeric

Notes: UNF:6:ZCCtoaE7XmHliVI7l8b7lw==

LPD_fittedCt

f4458519 Location:

Summary Statistics: Max. 299.478708; Valid 47.0; Mean 29.79057570138298; StDev 52.88373956453867; Min. 0.993612189

Variable Format: numeric

Notes: UNF:6:CtmnIA94+JGtlrQpU+l58g==

PosteriorpredicitveP_fittedCt

f4458519 Location:

Summary Statistics: Valid 47.0; StDev 0.11998524423616669; Max. 0.827; Min. 0.189; Mean 0.6573829787234042

Variable Format: numeric

Notes: UNF:6:rey2kQfDzOzeMxGKwwLXpA==

PosteriorpredicitveP_googleCt

f4458519 Location:

Summary Statistics: Mean 0.6456382978723404; Max. 0.83; StDev 0.12439810314713402; Min. 0.182; Valid 47.0

Variable Format: numeric

Notes: UNF:6:X4tDmh6pOu39WG7+fjhY1Q==

Delta DIC

f4458519 Location:

Summary Statistics: Min. 2.322754021; Valid 47.0; Mean 24.152580183276594; StDev 17.250258278587516; Max. 68.76689372

Variable Format: numeric

Notes: UNF:6:B0EXCfnE11hvVyjyn7i3UA==

Delta 2*LPD

f4458519 Location:

Summary Statistics: StDev 3.4153846125482876; Mean 0.7342680314893616; Valid 47.0; Min. -4.464358929; Max. 16.40127119;

Variable Format: numeric

Notes: UNF:6:/OF0/VySfsReck7r4LG+jA==

sampledates

f4458517 Location:

Variable Format: character

Notes: UNF:6:8sWsz9riczi5oP3Hpq00Vw==

NAIROBI_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 750.0; StDev 155.7937783402501; Valid 223.0; Mean 112.92376681614338;

Variable Format: numeric

Notes: UNF:6:nJOebhTtfIIhwuaMYtrcYg==

NAIROBI_negswabtest

f4458517 Location:

Summary Statistics: StDev 674.3036812676935; Mean 448.26008968609926; Max. 2596.0; Valid 223.0; Min. -1.0;

Variable Format: numeric

Notes: UNF:6:3BrLT2Hqdnu4ERx6OkHZhg==

MOMBASA_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Max. 87.0; Mean 9.21973094170404; Min. 0.0; StDev 12.027414852552049

Variable Format: numeric

Notes: UNF:6:DHO5PQ6ti4p7JjsvpnmgZg==

MOMBASA_negswabtest

f4458517 Location:

Summary Statistics: Mean 161.23318385650214; Max. 863.0; StDev 152.98607182730962; Min. 0.0; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:C0ISUumhwxDQeSFBfdkjFg==

KAJIADO_posswabtest

f4458517 Location:

Summary Statistics: Mean 9.973094170403598; Valid 223.0; Max. 115.0; Min. 0.0; StDev 18.35140451273937;

Variable Format: numeric

Notes: UNF:6:/yfpI3xMu0/Lmxbuauu5kQ==

KAJIADO_negswabtest

f4458517 Location:

Summary Statistics: Mean 35.237668161434925; Valid 223.0; Max. 382.0; Min. -1.0; StDev 72.9716841166923

Variable Format: numeric

Notes: UNF:6:k76fkLh76NZch16QXF4Q8A==

KIAMBU_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Valid 223.0; StDev 20.288999925018956; Mean 13.834080717488773; Max. 103.0

Variable Format: numeric

Notes: UNF:6:5x+i6pfmFVE3zIrg7zdU3A==

KIAMBU_negswabtest

f4458517 Location:

Summary Statistics: Mean 57.95067264573978; Min. -1.0; Max. 445.0; Valid 223.0; StDev 95.14385640548564

Variable Format: numeric

Notes: UNF:6:nPzAUz+OLPbRt0ag31nnMQ==

KILIFI_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Valid 223.0; StDev 2.1837202442064267; Mean 1.0403587443946176; Max. 14.0

Variable Format: numeric

Notes: UNF:6:XLwS/yEpk1QNR+jN9JPETw==

KILIFI_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 36.475223456905155; Mean 29.37219730941702; Min. 0.0; Max. 252.0;

Variable Format: numeric

Notes: UNF:6:mteshLLAv70RPBdhdYmdGg==

KISUMU_posswabtest

f4458517 Location:

Summary Statistics: StDev 5.907404385561954; Mean 2.8699551569506783; Max. 47.0; Min. 0.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:qJdCCDl7wIGuEcxVm8wyCA==

KISUMU_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Max. 348.0; Mean 35.75784753363234; StDev 66.25010364658952; Min. -1.0

Variable Format: numeric

Notes: UNF:6:a0FuaCYDeKDod/r2jdVlXQ==

MACHAKOS_posswabtest

f4458517 Location:

Summary Statistics: StDev 12.203599761121337; Min. 0.0; Valid 223.0; Mean 6.991031390134543; Max. 95.0;

Variable Format: numeric

Notes: UNF:6:OTberolkujsvje7KpbcSzQ==

MACHAKOS_negswabtest

f4458517 Location:

Summary Statistics: Mean 42.834080717488746; Min. -1.0; Valid 223.0; Max. 381.0; StDev 74.91246726808332

Variable Format: numeric

Notes: UNF:6:z3Apnr+9GpE/s7z0ZINy5A==

UASIN GISHU_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 45.0; Mean 3.7443946188340855; Valid 223.0; StDev 6.360219305129367;

Variable Format: numeric

Notes: UNF:6:QYsZXHSFjuDs1CPMUhG3UA==

UASIN GISHU_negswabtest

f4458517 Location:

Summary Statistics: Mean 47.6053811659192; Valid 223.0; Max. 429.0; Min. -1.0; StDev 85.83016105943875

Variable Format: numeric

Notes: UNF:6:W2CXxiAoWi87nT55RGEczg==

VIHIGA_posswabtest

f4458517 Location:

Summary Statistics: StDev 0.9359351629989437; Mean 0.2959641255605384; Valid 223.0; Min. 0.0; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:6E7DPyTgsvfwbPVQdw5e4w==

VIHIGA_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Max. 149.0; StDev 17.32621812762111; Mean 4.201793721973087; Min. -1.0

Variable Format: numeric

Notes: UNF:6:rlcmd7xUJX1hLSzN73LhRA==

ISIOLO_posswabtest

f4458517 Location:

Summary Statistics: Max. 12.0; Valid 223.0; Min. 0.0; Mean 0.40358744394618884; StDev 1.2728579074092483;

Variable Format: numeric

Notes: UNF:6:PqnlE2zrKdccjpUL7jeVQw==

ISIOLO_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Max. 91.0; Mean 2.9417040358744306; StDev 11.20413416147839; Min. -1.0;

Variable Format: numeric

Notes: UNF:6:1dT5dNRe90BA6UQZqzjjsg==

NAKURU_posswabtest

f4458517 Location:

Summary Statistics: Mean 6.538116591928266; Min. 0.0; Max. 100.0; Valid 223.0; StDev 12.426255625458055

Variable Format: numeric

Notes: UNF:6:xjcdb2W2vkLKXC8NXEpwUQ==

NAKURU_negswabtest

f4458517 Location:

Summary Statistics: StDev 117.04574584930296; Min. -1.0; Valid 223.0; Mean 65.30044843049346; Max. 543.0

Variable Format: numeric

Notes: UNF:6:zXmceJRuXe0Xi09n+RzLew==

BUNGOMA_posswabtest

f4458517 Location:

Summary Statistics: StDev 1.2896951336470963; Mean 0.45291479820627706; Min. 0.0; Max. 11.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:beec/c53lYmgGLGWMnpO5g==

BUNGOMA_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Valid 223.0; StDev 25.597104764219463; Mean 10.354260089686118; Max. 164.0

Variable Format: numeric

Notes: UNF:6:+FxYpQroQ0PtJoP5a9Bl+w==

BUSIA_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 70.0; Mean 4.143497757847535; Valid 223.0; StDev 8.651773778386854;

Variable Format: numeric

Notes: UNF:6:illR2S+6wnACuzkpq2c7vQ==

BUSIA_negswabtest

f4458517 Location:

Summary Statistics: Max. 530.0; StDev 95.75506546240618; Mean 46.869955156950645; Min. -1.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:q5hXm7XyEqgVO2euTbKxyQ==

GARISSA_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Valid 223.0; StDev 6.982557580891125; Max. 58.0; Mean 2.730941704035868;

Variable Format: numeric

Notes: UNF:6:a+Y0rB+GchiNsHkQAQVUKA==

GARISSA_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Mean 11.618834080717463; StDev 26.62693556783445; Valid 223.0; Max. 134.0;

Variable Format: numeric

Notes: UNF:6:w8k0caljVtLsh7cha5DZDA==

HOMABAY_posswabtest

f4458517 Location:

Summary Statistics: Max. 18.0; Mean 0.3721973094170408; StDev 1.7528710339881062; Valid 223.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Hiy9R0VvZ2467k2EaY6Bzw==

HOMABAY_negswabtest

f4458517 Location:

Summary Statistics: Mean 5.551569506726465; Min. -1.0; Max. 126.0; Valid 223.0; StDev 17.33391678037528

Variable Format: numeric

Notes: UNF:6:gHSuB61ZgbAyYE93tkFw3Q==

KERICHO_posswabtest

f4458517 Location:

Summary Statistics: StDev 5.524481566463277; Mean 1.8923766816143555; Valid 223.0; Min. 0.0; Max. 48.0

Variable Format: numeric

Notes: UNF:6:ANoHK3N4ZHXF5ykLWHqv6g==

KERICHO_negswabtest

f4458517 Location:

Summary Statistics: Mean 13.1793721973094; Max. 185.0; Min. -1.0; Valid 223.0; StDev 31.461604306678865

Variable Format: numeric

Notes: UNF:6:hvj6won6m6ouikKjrrJiGA==

KISII_posswabtest

f4458517 Location:

Summary Statistics: StDev 5.929803213732944; Max. 36.0; Min. 0.0; Mean 2.188340807174893; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:n72bhIOg2cM0YaBufz98hA==

KISII_negswabtest

f4458517 Location:

Summary Statistics: StDev 40.99618456676719; Valid 223.0; Min. -1.0; Max. 247.0; Mean 17.91928251121076;

Variable Format: numeric

Notes: UNF:6:WBDK+8SbCU0yD+dqrAdSCw==

KITUI_posswabtest

f4458517 Location:

Summary Statistics: StDev 5.7601257802378845; Min. 0.0; Mean 1.497757847533637; Valid 223.0; Max. 50.0;

Variable Format: numeric

Notes: UNF:6:hLVxKc075sJUWCDwP71iQQ==

KITUI_negswabtest

f4458517 Location:

Summary Statistics: Mean 9.834080717488769; StDev 31.199652125179124; Min. -1.0; Valid 223.0; Max. 244.0;

Variable Format: numeric

Notes: UNF:6:Lpn5r/zI2WKbKUJtABoHyA==

KWALE_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 19.0; StDev 2.392022386695549; Valid 223.0; Mean 0.7802690582959642

Variable Format: numeric

Notes: UNF:6:O/M+JQr84im/YWFlTy2beA==

KWALE_negswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 108.0; StDev 23.4693469279143; Mean 15.233183856502235; Valid 223.0

Variable Format: numeric

Notes: UNF:6:nPybaQUi1ejT4qNZE/J4cQ==

LAMU_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.6233183856502252; Max. 15.0; StDev 1.860396577399827;

Variable Format: numeric

Notes: UNF:6:lPPRWgdXHqJV0hWsKxcmVA==

LAMU_negswabtest

f4458517 Location:

Summary Statistics: Max. 132.0; Mean 7.322869955156935; StDev 19.802487941245968; Min. 0.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:ew4YHZ0hQtJcogVCyPaglw==

MAKUENI_posswabtest

f4458517 Location:

Summary Statistics: Mean 1.4304932735426035; Min. 0.0; Valid 223.0; StDev 4.349936649502415; Max. 36.0

Variable Format: numeric

Notes: UNF:6:16esvuPN7xfNI1fwcXlQxg==

MAKUENI_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 23.35765594622167; Max. 127.0; Min. -1.0; Mean 11.031390134529149

Variable Format: numeric

Notes: UNF:6:p90A+oj12mk6oLaTPF6+XQ==

MARSABIT_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 0.45922056712344594; Max. 3.0; Mean 0.15246636771300495; Min. 0.0

Variable Format: numeric

Notes: UNF:6:K+vEM9COSQVwUblwZkwCBA==

MARSABIT_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Max. 42.0; StDev 6.129176126025451; Valid 223.0; Mean 1.0986547085201814

Variable Format: numeric

Notes: UNF:6:ZF/buADqbHjzDa3tsvCYiw==

MIGORI_posswabtest

f4458517 Location:

Summary Statistics: Mean 2.573991031390133; Valid 223.0; Max. 38.0; Min. 0.0; StDev 5.949687382196243

Variable Format: numeric

Notes: UNF:6:Dzr1PHUFi5Cca0bVUDVuiw==

MIGORI_negswabtest

f4458517 Location:

Summary Statistics: StDev 66.96740262381464; Min. -1.0; Max. 352.0; Mean 24.573991031390182; Valid 223.0

Variable Format: numeric

Notes: UNF:6:PQSoWABTvaF+CreiQ67E6Q==

NAROK_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Mean 1.228699551569505; Min. 0.0; Max. 23.0; StDev 3.1403622925138825;

Variable Format: numeric

Notes: UNF:6:grMXDml0D9ok2FW6IhlkQA==

NAROK_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Mean 13.340807174887876; StDev 34.34300344803903; Valid 223.0; Max. 248.0;

Variable Format: numeric

Notes: UNF:6:Sl/PGTvg2spRj8B2H2bIWQ==

NYAMIRA_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 0.7833664470377865; Min. 0.0; Mean 0.2197309417040359; Max. 7.0

Variable Format: numeric

Notes: UNF:6:d+qAET4gliVl4bCZizAS6g==

NYAMIRA_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 13.797746656261259; Mean 3.233183856502237; Min. -1.0; Max. 132.0

Variable Format: numeric

Notes: UNF:6:25DPSAfkA2vUlTE5tzvtUw==

NYERI_posswabtest

f4458517 Location:

Summary Statistics: Mean 1.430493273542604; Max. 24.0; Valid 223.0; Min. 0.0; StDev 3.7045580919302767

Variable Format: numeric

Notes: UNF:6:HW//ZnMJWgpqhpv1iqO9MA==

NYERI_negswabtest

f4458517 Location:

Summary Statistics: StDev 29.803589532408353; Max. 191.0; Min. -1.0; Valid 223.0; Mean 11.578475336322834;

Variable Format: numeric

Notes: UNF:6:Z226Zfld46TqDD5J8vUkNA==

SIAYA_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Min. 0.0; StDev 1.6637756204592355; Mean 0.5739910313901335; Max. 13.0

Variable Format: numeric

Notes: UNF:6:SL+V5+h2HIqTYUi0XE3dkA==

SIAYA_negswabtest

f4458517 Location:

Summary Statistics: StDev 78.80506118366661; Max. 816.0; Mean 20.278026905829627; Valid 223.0; Min. -1.0;

Variable Format: numeric

Notes: UNF:6:Ft21Xc/BqLjn04dwZWp7VA==

TAITA TAVETA_posswabtest

f4458517 Location:

Summary Statistics: Mean 1.4708520179372206; Max. 17.0; StDev 3.0236012610975616; Min. 0.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:dEAntJfWTxQzBmPJCgjHYQ==

TAITA TAVETA_negswabtest

f4458517 Location:

Summary Statistics: Mean 47.65919282511202; Min. 0.0; Max. 309.0; Valid 223.0; StDev 64.63578133026908

Variable Format: numeric

Notes: UNF:6:ZlFSBv/nKuo8rhLpkRj0hw==

TANA RIVER_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.12556053811659215; Max. 5.0; StDev 0.602114535708465

Variable Format: numeric

Notes: UNF:6:zTI5fxTNB+dJsgkv2hi0YA==

TANA RIVER_negswabtest

f4458517 Location:

Summary Statistics: StDev 6.700135154875966; Min. 0.0; Mean 1.9910313901345267; Valid 223.0; Max. 58.0

Variable Format: numeric

Notes: UNF:6:4CHyyDap55GexAfWIX8a+Q==

TRANS NZOIA_posswabtest

f4458517 Location:

Summary Statistics: Max. 31.0; Min. 0.0; Mean 1.0582959641255587; Valid 223.0; StDev 3.6969930272509575

Variable Format: numeric

Notes: UNF:6:F9XOAZ5qzzVCJY1PGkJmNg==

TRANS NZOIA_negswabtest

f4458517 Location:

Summary Statistics: StDev 40.89460505962948; Valid 223.0; Mean 16.73094170403587; Max. 239.0; Min. -1.0

Variable Format: numeric

Notes: UNF:6:JI413LwKlghYL9cMk15e4g==

TURKANA_posswabtest

f4458517 Location:

Summary Statistics: StDev 3.5419583899380016; Max. 29.0; Valid 223.0; Min. 0.0; Mean 1.2107623318385639

Variable Format: numeric

Notes: UNF:6:0mgBVD0kcW9VAhE4MDU6iw==

TURKANA_negswabtest

f4458517 Location:

Summary Statistics: Mean 14.147982062780256; Max. 285.0; StDev 42.10294743656936; Valid 223.0; Min. -1.0

Variable Format: numeric

Notes: UNF:6:purVJ7JnqGjSA5LLHRXAiw==

WAJIR_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Max. 7.0; Mean 0.25560538116591935; StDev 0.7606022189465442; Valid 223.0

Variable Format: numeric

Notes: UNF:6:AKkn5djebpWQWB+A3XOJpA==

WAJIR_negswabtest

f4458517 Location:

Summary Statistics: Max. 133.0; StDev 13.093643564637087; Valid 223.0; Mean 2.0493273542600936; Min. -1.0;

Variable Format: numeric

Notes: UNF:6:4b82nf1oW5y0DSL33qrqZg==

BARINGO_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; StDev 0.9370352104687986; Mean 0.24215246636771284; Valid 223.0; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:UK69LJGT74SzDSnd5pnvcw==

BARINGO_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Valid 223.0; Mean 4.0986547085201845; StDev 14.288505680386422; Max. 107.0;

Variable Format: numeric

Notes: UNF:6:XjazQcp44EKcUa25lXYR+w==

BOMET_posswabtest

f4458517 Location:

Summary Statistics: Max. 20.0; Valid 223.0; Mean 0.7623318385650235; Min. 0.0; StDev 2.2644964313474527

Variable Format: numeric

Notes: UNF:6:5x9a2m1q/RZFQ6ZWv06qqA==

BOMET_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; Valid 223.0; Mean 4.726457399103158; Max. 132.0; StDev 15.955218003449252;

Variable Format: numeric

Notes: UNF:6:43xKXV8slIiHWtoPIOXNmg==

ELGEYO MARAKWET_posswabtest

f4458517 Location:

Summary Statistics: Max. 2.0; Min. 0.0; StDev 0.33812656833349286; Mean 0.08520179372197308; Valid 223.0

Variable Format: numeric

Notes: UNF:6:I8/btpuqtW+O3wjCo7wYaA==

ELGEYO MARAKWET_negswabtest

f4458517 Location:

Summary Statistics: Mean 1.3721973094170377; Valid 223.0; Min. -1.0; Max. 24.0; StDev 4.462106531631933

Variable Format: numeric

Notes: UNF:6:E04uBP4VcMZmbiiEhDzXDQ==

EMBU_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 3.0234943690726737; Min. 0.0; Max. 24.0; Mean 0.8923766816143488

Variable Format: numeric

Notes: UNF:6:SpyirD/yRzR1MkPCtHrYyQ==

EMBU_negswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; Max. 129.0; Min. -1.0; Mean 6.757847533632319; StDev 19.15923362725807

Variable Format: numeric

Notes: UNF:6:gIYG+O1hmTSksACFhZAtPg==

KAKAMEGA_posswabtest

f4458517 Location:

Summary Statistics: StDev 1.2793320531282542; Min. 0.0; Max. 13.0; Valid 223.0; Mean 0.5426008968609857

Variable Format: numeric

Notes: UNF:6:VZLgCoklQQR/mht+CSzhuA==

KAKAMEGA_negswabtest

f4458517 Location:

Summary Statistics: Mean 10.816143497757867; StDev 26.058791973429063; Valid 223.0; Max. 253.0; Min. -1.0;

Variable Format: numeric

Notes: UNF:6:wFOaSl7HssuUgv3IIvfjPg==

KIRINYAGA_posswabtest

f4458517 Location:

Summary Statistics: StDev 2.08267492524909; Max. 22.0; Mean 0.4394618834080718; Valid 223.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:MpO+cm9HsPPGgmkDmADQ+A==

KIRINYAGA_negswabtest

f4458517 Location:

Summary Statistics: Max. 141.0; StDev 14.180760501745661; Min. -1.0; Valid 223.0; Mean 3.1659192825112097;

Variable Format: numeric

Notes: UNF:6:EXn2dQJcYwdXVv7fSSIPVw==

LAIKIPIA_posswabtest

f4458517 Location:

Summary Statistics: Mean 1.5560538116591958; Min. 0.0; Valid 223.0; StDev 4.108357405784925; Max. 26.0;

Variable Format: numeric

Notes: UNF:6:BSSR7pTEAa1+M+AtoLLoPQ==

LAIKIPIA_negswabtest

f4458517 Location:

Summary Statistics: Mean 16.15695067264572; Min. -1.0; Valid 223.0; Max. 322.0; StDev 42.92416876927954

Variable Format: numeric

Notes: UNF:6:d8jPZaTm387GsQprGR1nEw==

MANDERA_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Valid 223.0; Mean 0.2062780269058295; Max. 6.0; StDev 0.7306396394346579;

Variable Format: numeric

Notes: UNF:6:2oUBNeOpwJJfnRsfXFXJMQ==

MANDERA_negswabtest

f4458517 Location:

Summary Statistics: Max. 43.0; Min. -1.0; Valid 223.0; Mean 0.16591928251121388; StDev 3.960879069406735;

Variable Format: numeric

Notes: UNF:6:iPK/VGBw+eDpR1ZLumlXFg==

MERU_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; StDev 2.056223033932092; Valid 223.0; Max. 13.0; Mean 0.8968609865470872

Variable Format: numeric

Notes: UNF:6:LWRMYkjPW7qU/EwepJGMjw==

MERU_negswabtest

f4458517 Location:

Summary Statistics: Max. 116.0; Valid 223.0; StDev 19.819788629820145; Mean 8.560538116591916; Min. -1.0

Variable Format: numeric

Notes: UNF:6:9+T625ENPHjBdiKD5eTMWw==

MURANGA_posswabtest

f4458517 Location:

Summary Statistics: StDev 2.443958382180319; Valid 223.0; Min. 0.0; Max. 15.0; Mean 1.0672645739910338

Variable Format: numeric

Notes: UNF:6:JYmN8yQLY93jDwg21mAbbg==

MURANGA_negswabtest

f4458517 Location:

Summary Statistics: Min. -1.0; StDev 32.4011556692097; Max. 298.0; Mean 10.542600896861005; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:Icog1EHR3+Mn9/j2EflNXw==

NANDI_posswabtest

f4458517 Location:

Summary Statistics: Min. 0.0; Mean 0.6098654708520199; Valid 223.0; StDev 1.8612432829689292; Max. 17.0

Variable Format: numeric

Notes: UNF:6:qSWAzrsrVPMKN85ScSIpcQ==

NANDI_negswabtest

f4458517 Location:

Summary Statistics: Mean 15.551569506726425; StDev 39.57232840576203; Valid 223.0; Max. 268.0; Min. -1.0

Variable Format: numeric

Notes: UNF:6:cNqdGevg+vqYUPunnQgg3A==

NYANDARUA_posswabtest

f4458517 Location:

Summary Statistics: Valid 223.0; StDev 0.8243751528272053; Mean 0.30044843049327336; Min. 0.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:k3ZPFZBsmHNfyDUinXR6DQ==

NYANDARUA_negswabtest

f4458517 Location:

Summary Statistics: Max. 125.0; StDev 15.867018984025371; Mean 4.869955156950665; Min. -1.0; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:FYYoPMyJep/ZgmzJZjM7gA==

SAMBURU_posswabtest

f4458517 Location:

Summary Statistics: StDev 1.0902401575706397; Max. 11.0; Valid 223.0; Mean 0.2331838565022415; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9BuyeSlkunqexI0B5awcbg==

SAMBURU_negswabtest

f4458517 Location:

Summary Statistics: Mean 3.6008968609865586; Valid 223.0; Min. -1.0; StDev 15.59300487378295; Max. 119.0

Variable Format: numeric

Notes: UNF:6:5M0zwctXRsRl+4dnCLXQ4Q==

THARAKA NITHI_posswabtest

f4458517 Location:

Summary Statistics: Max. 15.0; Min. 0.0; StDev 1.4269398142411787; Valid 223.0; Mean 0.31390134529148056

Variable Format: numeric

Notes: UNF:6:FJRnOBmLJzeMrIYd7CRwZw==

THARAKA NITHI_negswabtest

f4458517 Location:

Summary Statistics: Mean 4.098654708520187; StDev 16.94955812711827; Valid 223.0; Max. 122.0; Min. -1.0

Variable Format: numeric

Notes: UNF:6:VHYdoLcq0162DblS/3sv7w==

WEST POKOT_posswabtest

f4458517 Location:

Summary Statistics: Max. 107.0; Valid 223.0; Mean 2.9641255605381223; Min. 0.0; StDev 11.587060390309018;

Variable Format: numeric

Notes: UNF:6:7W+JFht64hAyU3k19fQutw==

WEST POKOT_negswabtest

f4458517 Location:

Summary Statistics: Max. 733.0; Valid 223.0; Mean 13.919282511210794; StDev 69.37074139466186; Min. -1.0

Variable Format: numeric

Notes: UNF:6:CPkPoFhZBvJ9eovlPTRpRw==

sampledates

f4458523 Location:

Variable Format: character

Notes: UNF:6:B/rLdLMOCBgeaVNjb89kYw==

mombasa_pos

f4458523 Location:

Summary Statistics: StDev 1.3029626700018313; Min. 0.0; Max. 12.0; Mean 0.3035714285714288; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:ov8gckEmTl0wvTnVEdPqeg==

mombasa_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; Max. 41.0; StDev 7.434686141781885; Mean 2.970238095238091

Variable Format: numeric

Notes: UNF:6:u2XZc+N57nB1iowiwNTp5g==

kwale_pos

f4458523 Location:

Summary Statistics: Min. 0.0; StDev 0.37226332466596784; Max. 3.0; Valid 168.0; Mean 0.07142857142857138

Variable Format: numeric

Notes: UNF:6:iMb9GiSrU7MqDlbK8jl0FA==

kwale_neg

f4458523 Location:

Summary Statistics: Min. 0.0; Valid 168.0; StDev 3.484210177196871; Mean 1.3333333333333341; Max. 25.0;

Variable Format: numeric

Notes: UNF:6:te/PphAz8fFwZLxfhloUfg==

kilifi_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Max. 3.0; Min. 0.0; StDev 0.4679643044592996; Mean 0.14285714285714282

Variable Format: numeric

Notes: UNF:6:RMOQ3ums76sZYbn94lJR5Q==

kilifi_neg

f4458523 Location:

Summary Statistics: Max. 55.0; StDev 6.9644065338675025; Min. 0.0; Valid 168.0; Mean 2.7440476190476177

Variable Format: numeric

Notes: UNF:6:g1gRVEZWcPGaU42YbYtnCQ==

tana river_pos

f4458523 Location:

Summary Statistics: Max. 1.0; Valid 168.0; Min. 0.0; StDev 0.07715167498104594; Mean 0.00595238095238096;

Variable Format: numeric

Notes: UNF:6:zor49eV7ANZKODF0UPqiLg==

tana river_neg

f4458523 Location:

Summary Statistics: Max. 6.0; Valid 168.0; Mean 0.21428571428571452; Min. 0.0; StDev 1.027425461800111

Variable Format: numeric

Notes: UNF:6:4uSKm9DZnuab3yLLvTrM9w==

lamu_pos

f4458523 Location:

Summary Statistics: Max. 0.0; StDev 0.0; Min. 0.0; Valid 168.0; Mean 0.0;

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

lamu_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Max. 25.0; StDev 2.834746121209753; Mean 0.4880952380952386; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:6+0tv25hl4jcE9BBOX+mqA==

taita taveta_pos

f4458523 Location:

Summary Statistics: StDev 0.10878178112777974; Max. 1.0; Valid 168.0; Mean 0.011904761904761915; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Tnn8YChZ4NLAaFA4UzjKkQ==

taita taveta_neg

f4458523 Location:

Summary Statistics: Min. 0.0; Valid 168.0; Max. 110.0; Mean 0.7797619047619048; StDev 8.56215429494914;

Variable Format: numeric

Notes: UNF:6:4ZYl3fukg5QDuGglgrFrWw==

nairobi_pos

f4458523 Location:

Summary Statistics: Min. 0.0; Max. 6.0; Valid 168.0; StDev 0.7274555771773745; Mean 0.125

Variable Format: numeric

Notes: UNF:6:COEp5TLTv4ewn5xSeR2lVw==

nairobi_neg

f4458523 Location:

Summary Statistics: Max. 138.0; StDev 10.846066303637585; Min. 0.0; Valid 168.0; Mean 1.273809523809525

Variable Format: numeric

Notes: UNF:6:rTifgx2MKvcmZE5IJk98bw==

turkana_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; StDev 0.17210268087117442; Max. 2.0; Mean 0.01785714285714286

Variable Format: numeric

Notes: UNF:6:7wYcsZVr2NWbSJexCrHMCQ==

turkana_neg

f4458523 Location:

Summary Statistics: StDev 1.4256099900537629; Max. 12.0; Mean 0.22619047619047644; Valid 168.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:es4K7uFBOpkotyvPP1Zhlw==

machakos_pos

f4458523 Location:

Summary Statistics: Max. 2.0; Mean 0.0535714285714286; Min. 0.0; Valid 168.0; StDev 0.2948444951233336;

Variable Format: numeric

Notes: UNF:6:4C1bQtnoV3H5X4gBEt7dLA==

machakos_neg

f4458523 Location:

Summary Statistics: Min. 0.0; Max. 32.0; Mean 0.809523809523809; Valid 168.0; StDev 4.251033521325107

Variable Format: numeric

Notes: UNF:6:pe0mQhsjBFXBIuHvQK37HQ==

kiambu_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; StDev 0.24353634538918487; Mean 0.02380952380952384; Max. 3.0

Variable Format: numeric

Notes: UNF:6:r0U8J0Sh2In0gESpd5eXmQ==

kiambu_neg

f4458523 Location:

Summary Statistics: Max. 15.0; Valid 168.0; StDev 1.24384713233691; Mean 0.125; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:3lmtxuXizH9nvbf9XdfJcw==

garissa_pos

f4458523 Location:

Summary Statistics: Min. 0.0; Valid 168.0; StDev 0.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

garissa_neg

f4458523 Location:

Summary Statistics: Max. 3.0; Mean 0.017857142857142863; Valid 168.0; Min. 0.0; StDev 0.23145502494313783;

Variable Format: numeric

Notes: UNF:6:MCyDGA0soy0N2hfToMzucw==

wajir_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

wajir_neg

f4458523 Location:

Summary Statistics: Max. 6.0; StDev 0.8851779836460444; Valid 168.0; Mean 0.22023809523809545; Min. 0.0

Variable Format: numeric

Notes: UNF:6:PDSdj3JsCnlWjVA66Yw99w==

nyeri_pos

f4458523 Location:

Summary Statistics: Max. 1.0; Valid 168.0; Min. 0.0; Mean 0.01785714285714286; StDev 0.1328280273844857;

Variable Format: numeric

Notes: UNF:6:gqdeyZ7yd6rGiVCv9KL3eA==

nyeri_neg

f4458523 Location:

Summary Statistics: Min. 0.0; StDev 2.226283298538015; Max. 14.0; Valid 168.0; Mean 0.4583333333333333

Variable Format: numeric

Notes: UNF:6:i6nJXM7xiBR3BmyRrxiqKQ==

makueni_pos

f4458523 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.10878178112777975; Mean 0.011904761904761916; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:viN69IxNBw4SUjmygL5CrQ==

makueni_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Max. 14.0; StDev 1.500392021769843; Mean 0.23214285714285698; Min. 0.0

Variable Format: numeric

Notes: UNF:6:SvccTTq0JWVKHFkiDIsroA==

marsabit_pos

f4458523 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Valid 168.0; StDev 0.0; Max. 0.0;

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

marsabit_neg

f4458523 Location:

Summary Statistics: Max. 8.0; StDev 0.639422278098843; Mean 0.06547619047619035; Min. 0.0; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:rVjwYS1BxoRJTvyMsNoo2A==

kitui_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; Max. 0.0; Mean 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

kitui_neg

f4458523 Location:

Summary Statistics: Mean 0.029761904761904823; Min. 0.0; Max. 3.0; StDev 0.25490623468283863; Valid 168.0

Variable Format: numeric

Notes: UNF:6:vAZHpN6hR5/ZeT5T6fM6yg==

kisumu_pos

f4458523 Location:

Summary Statistics: Valid 168.0; StDev 0.45670869745532194; Min. 0.0; Mean 0.0833333333333334; Max. 4.0

Variable Format: numeric

Notes: UNF:6:DmdTHjgRKU8hoJHrgbfiJg==

kisumu_neg

f4458523 Location:

Summary Statistics: Max. 34.0; Mean 1.089285714285715; Valid 168.0; Min. 0.0; StDev 4.744780122291918

Variable Format: numeric

Notes: UNF:6:+6thODP+9oH//jBmFvBEyA==

vihiga_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Mean 0.011904761904761916; Max. 1.0; Min. 0.0; StDev 0.10878178112777975;

Variable Format: numeric

Notes: UNF:6:PDdRr/TZt3UXZ23xY+IrUg==

vihiga_neg

f4458523 Location:

Summary Statistics: Max. 19.0; Mean 0.14880952380952386; Valid 168.0; StDev 1.4789536718577692; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JrR9sz7FpS9LL9JZGh5F6g==

siaya_pos

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; Max. 4.0; Mean 0.05952380952380963; StDev 0.4196146072188006

Variable Format: numeric

Notes: UNF:6:u5e6akmiZ0yUiSDySpebvw==

siaya_neg

f4458523 Location:

Summary Statistics: StDev 3.358652415888789; Valid 168.0; Max. 26.0; Mean 0.5297619047619045; Min. 0.0

Variable Format: numeric

Notes: UNF:6:E+f89dlfeFsraBdqZk5GpQ==

kericho_pos

f4458523 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Valid 168.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

kericho_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Mean 0.00595238095238096; Max. 1.0; Min. 0.0; StDev 0.07715167498104594

Variable Format: numeric

Notes: UNF:6:sxVTRQtHYLh99w5q+mIlrA==

migori_pos

f4458523 Location:

Summary Statistics: Max. 3.0; Min. 0.0; Mean 0.017857142857142863; Valid 168.0; StDev 0.23145502494313783;

Variable Format: numeric

Notes: UNF:6:olkf3HmW0Kaqb5gsTMUtVA==

migori_neg

f4458523 Location:

Summary Statistics: StDev 1.0025452353680726; Max. 10.0; Mean 0.13690476190476178; Valid 168.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:newCNVwvHvRN02L2XgdArw==

homabay_pos

f4458523 Location:

Summary Statistics: Max. 1.0; Mean 0.01190476190476192; Min. 0.0; StDev 0.10878178112777975; Valid 168.0

Variable Format: numeric

Notes: UNF:6:3YrPYXuDMiGHZnbkl6gyyw==

homabay_neg

f4458523 Location:

Summary Statistics: StDev 1.4282078237013605; Mean 0.32142857142857106; Valid 168.0; Min. 0.0; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:p0Y1BkkPtVh0/BTPvwOFog==

busia_pos

f4458523 Location:

Summary Statistics: Mean 0.02976190476190482; StDev 0.31765599662647215; Valid 168.0; Max. 4.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:M1eT5yjAih4NmS0Tdo2D+g==

busia_neg

f4458523 Location:

Summary Statistics: Mean 0.10714285714285716; Valid 168.0; Max. 13.0; Min. 0.0; StDev 1.0724403548911137;

Variable Format: numeric

Notes: UNF:6:PMjhNcA4yq/u+dQWr+XaIQ==

kisii_pos

f4458523 Location:

Summary Statistics: Min. 0.0; Valid 168.0; Max. 1.0; Mean 0.00595238095238096; StDev 0.07715167498104594

Variable Format: numeric

Notes: UNF:6:WA8zwbPUNlWdowxSrLXeUA==

kisii_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; StDev 2.867450042498016; Max. 27.0; Mean 0.3690476190476186

Variable Format: numeric

Notes: UNF:6:XRSODIXFQ/Kz3meMggZ4Ig==

bungoma_pos

f4458523 Location:

Summary Statistics: Min. 0.0; Max. 0.0; Mean 0.0; StDev 0.0; Valid 168.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

bungoma_neg

f4458523 Location:

Summary Statistics: Max. 19.0; StDev 1.4674493077352755; Min. 0.0; Mean 0.11904761904761928; Valid 168.0

Variable Format: numeric

Notes: UNF:6:YmW38EOhVN/O9QL1D0Wptg==

nyamira_pos

f4458523 Location:

Summary Statistics: Min. 0.0; Mean 0.0; StDev 0.0; Valid 168.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

nyamira_neg

f4458523 Location:

Summary Statistics: Mean 0.00595238095238096; Valid 168.0; Max. 1.0; StDev 0.07715167498104594; Min. 0.0

Variable Format: numeric

Notes: UNF:6:3+L3KY7mzX9+yV1EnTXdRA==

narok_pos

f4458523 Location:

Summary Statistics: Mean 0.0; Valid 168.0; StDev 0.0; Max. 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

narok_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; Max. 1.0; Mean 0.00595238095238096; StDev 0.07715167498104594

Variable Format: numeric

Notes: UNF:6:3+L3KY7mzX9+yV1EnTXdRA==

uasin gishu_pos

f4458523 Location:

Summary Statistics: Mean 0.017857142857142853; Max. 1.0; StDev 0.13282802738448574; Valid 168.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:TxvbLKDMxtVEbzfoA4LeNg==

uasin gishu_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Mean 2.2202380952380913; Max. 51.0; StDev 8.302243831494119; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9JMj7ws4zsbTYp+52kcAPA==

west pokot_pos

f4458523 Location:

Summary Statistics: StDev 0.15430334996209188; Max. 2.0; Valid 168.0; Min. 0.0; Mean 0.01190476190476192

Variable Format: numeric

Notes: UNF:6:7MbOCnOzypco0yuk/B11ag==

west pokot_neg

f4458523 Location:

Summary Statistics: Mean 0.0892857142857143; Max. 7.0; Min. 0.0; Valid 168.0; StDev 0.7647187040485168;

Variable Format: numeric

Notes: UNF:6:sNpO8hLBFTalVNDx5rxKXA==

trans nzoia_pos

f4458523 Location:

Summary Statistics: Mean 0.0; Max. 0.0; Valid 168.0; Min. 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:RX9BHr16WZPQyeW3FzfvhA==

trans nzoia_neg

f4458523 Location:

Summary Statistics: Valid 168.0; Min. 0.0; Max. 17.0; StDev 1.9529594134255868; Mean 0.2678571428571431;

Variable Format: numeric

Notes: UNF:6:wPt/SoZPcni2PiW5Wb/cYg==

dateofdeath

f4458521 Location:

Variable Format: character

Notes: UNF:6:XW+zmoNtxuF1kBDKFz7PJA==

KAJIADO_deaths

f4458521 Location:

Summary Statistics: Max. 2.0; StDev 0.38536638624335795; Min. 0.0; Valid 223.0; Mean 0.11659192825112089

Variable Format: numeric

Notes: UNF:6:6LWBuiAfhUmamsVsOWfMqw==

NAIROBI_deaths

f4458521 Location:

Summary Statistics: Mean 1.5291479820627807; Min. 0.0; StDev 2.2153849218310895; Valid 223.0; Max. 12.0

Variable Format: numeric

Notes: UNF:6:YGz4GVQdDcFbW8YEzh+RWQ==

KWALE_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Max. 0.0; Mean 0.0; Min. 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

KILIFI_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Valid 223.0; Max. 1.0; StDev 0.09448920955290442; Mean 0.008968609865470835;

Variable Format: numeric

Notes: UNF:6:mLsGV2+vbBi+LrTmCwJQFg==

MOMBASA_deaths

f4458521 Location:

Summary Statistics: Mean 0.412556053811659; Valid 223.0; Max. 3.0; Min. 0.0; StDev 0.7292006083714013

Variable Format: numeric

Notes: UNF:6:fLxptwLMzRe3FPWEMmQfoQ==

KAKAMEGA_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; StDev 0.0669649530182426; Mean 0.004484304932735416; Valid 223.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:INDAvdNo6hb27woFkuJ8/w==

KITUI_deaths

f4458521 Location:

Summary Statistics: Mean 0.026905829596412512; StDev 0.16217226163354892; Valid 223.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:lnAJBWGx7l52aAa9j7D9qA==

KIAMBU_deaths

f4458521 Location:

Summary Statistics: Max. 12.0; Min. 0.0; StDev 1.07463943589548; Mean 0.42152466367712943; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:QWpQQw0fvClBZWVFbyoPSg==

MACHAKOS_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Min. 0.0; Mean 0.08071748878923768; StDev 0.35859513923358444; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:FIiq31lKoTfDjYGF3n0Cog==

MURANGA_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Max. 2.0; Mean 0.03139013452914803; StDev 0.19887373261407804; Min. 0.0

Variable Format: numeric

Notes: UNF:6:puNDPOBCgG2wKrp4fhT5Aw==

NYAMIRA_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Valid 223.0; StDev 0.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

KERICHO_deaths

f4458521 Location:

Summary Statistics: StDev 0.1330218962040188; Max. 1.0; Min. 0.0; Mean 0.01793721973094166; Valid 223.0

Variable Format: numeric

Notes: UNF:6:W8i8FJ9g9cDdt6+Bo521rA==

NAKURU_deaths

f4458521 Location:

Summary Statistics: StDev 0.4335633920005756; Mean 0.1210762331838564; Max. 3.0; Min. 0.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:M4qwfLyV2NMy8MDxsvARrA==

NYANDARUA_deaths

f4458521 Location:

Summary Statistics: Mean 0.008968609865470833; StDev 0.09448920955290449; Valid 223.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:+R85aZjiEy/sh/ufjrodsQ==

VIHIGA_deaths

f4458521 Location:

Summary Statistics: Mean 0.004484304932735416; StDev 0.06696495301824258; Min. 0.0; Max. 1.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:w5gD9AEtqW3O+bXC6I5AGw==

LAIKIPIA_deaths

f4458521 Location:

Summary Statistics: Max. 1.0; StDev 0.19724192056265633; Valid 223.0; Mean 0.04035874439461881; Min. 0.0

Variable Format: numeric

Notes: UNF:6:6vLQVnRQsbrgQnbz9UpkCg==

NYERI_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Mean 0.04484304932735432; Max. 1.0; StDev 0.2074248969341369; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:CVgXZV2qTXATf7JrtJAgXQ==

HOMABAY_deaths

f4458521 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Max. 0.0; Valid 223.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

UASIN GISHU_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Mean 0.07623318385650255; StDev 0.2979209934753355; Max. 2.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:I0Z2OrS43BVz8xMuUMZqeQ==

KISII_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Mean 0.017937219730941662; StDev 0.13302189620401889; Max. 1.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:+du098XK6u14ocAlckVmvQ==

MANDERA_deaths

f4458521 Location:

Summary Statistics: Mean 0.008968609865470833; StDev 0.09448920955290441; Min. 0.0; Max. 1.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:2bse9kaY5KnCSetcA61bBA==

SIAYA_deaths

f4458521 Location:

Summary Statistics: Mean 0.008968609865470838; StDev 0.09448920955290463; Min. 0.0; Valid 223.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:rfu4ucmcjAEs+GbAF4UsEQ==

MERU_deaths

f4458521 Location:

Summary Statistics: Mean 0.022421524663677177; Min. 0.0; Max. 2.0; Valid 223.0; StDev 0.1761435273783982;

Variable Format: numeric

Notes: UNF:6:PT/Dtcm2TEmQcY31bsHbyg==

TRANS NZOIA_deaths

f4458521 Location:

Summary Statistics: Mean 0.008968609865470831; Min. 0.0; Max. 1.0; Valid 223.0; StDev 0.09448920955290446

Variable Format: numeric

Notes: UNF:6:t+aORZ0j5U052jTe4O+RAw==

WAJIR_deaths

f4458521 Location:

Summary Statistics: Max. 1.0; Mean 0.004484304932735416; Min. 0.0; StDev 0.0669649530182426; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:nGzCrJ52V0r7qcfzKULS4g==

MIGORI_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Mean 0.017937219730941662; StDev 0.13302189620401886; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5EclIMiMQHNNpKnJX1Gtiw==

BUSIA_deaths

f4458521 Location:

Summary Statistics: StDev 0.09448920955290452; Valid 223.0; Min. 0.0; Mean 0.008968609865470831; Max. 1.0

Variable Format: numeric

Notes: UNF:6:6lXXCwKAxeexToKxG1aKMA==

ISIOLO_deaths

f4458521 Location:

Summary Statistics: Mean 0.013452914798206254; Max. 1.0; StDev 0.11546305628897849; Valid 223.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8fUtX92zU2vFKPXg58sa3w==

BOMET_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Max. 2.0; StDev 0.19887373261407776; Valid 223.0; Mean 0.03139013452914803;

Variable Format: numeric

Notes: UNF:6:jtZAXvyPZre2MnoI4wnBrg==

TAITA TAVETA_deaths

f4458521 Location:

Summary Statistics: Mean 0.0044843049327354155; Max. 1.0; Valid 223.0; Min. 0.0; StDev 0.06696495301824253

Variable Format: numeric

Notes: UNF:6:zdSsOmnzc2qIATDETaBTxw==

GARISSA_deaths

f4458521 Location:

Summary Statistics: StDev 0.19724192056265635; Min. 0.0; Valid 223.0; Mean 0.04035874439461886; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:07rWAOV1hMslqVc7IvUItg==

MAKUENI_deaths

f4458521 Location:

Summary Statistics: Max. 1.0; Valid 223.0; Min. 0.0; StDev 0.1483830624710769; Mean 0.022421524663677177

Variable Format: numeric

Notes: UNF:6:hyeV25InMiuDbUT7VN4Y7w==

KIRINYAGA_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Min. 0.0; Max. 1.0; StDev 0.06696495301824251; Mean 0.0044843049327354155;

Variable Format: numeric

Notes: UNF:6:qgQrGuWh+lj8NQxyNSZ++A==

KISUMU_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Min. 0.0; StDev 0.1483830624710771; Mean 0.022421524663677164; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:IkPSMgS3jPSL3oiJ9QKxTQ==

TURKANA_deaths

f4458521 Location:

Summary Statistics: StDev 0.13302189620401886; Mean 0.01793721973094166; Valid 223.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:KndwaodkB9bFTPswD/+0pw==

EMBU_deaths

f4458521 Location:

Summary Statistics: StDev 0.11546305628897846; Mean 0.013452914798206301; Min. 0.0; Max. 1.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:Ugyv0TEW9JiJDjTPfo7RJw==

NANDI_deaths

f4458521 Location:

Summary Statistics: Mean 0.004484304932735416; Max. 1.0; StDev 0.06696495301824257; Valid 223.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:JiyY1k0oObiKj2Cc9X/J1A==

ELGEYO MARAKWET_deaths

f4458521 Location:

Summary Statistics: Max. 1.0; Mean 0.0044843049327354155; Min. 0.0; StDev 0.06696495301824251; Valid 223.0

Variable Format: numeric

Notes: UNF:6:qgQrGuWh+lj8NQxyNSZ++A==

BUNGOMA_deaths

f4458521 Location:

Summary Statistics: Mean 0.0; Max. 0.0; Min. 0.0; StDev 0.0; Valid 223.0;

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

MARSABIT_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Mean 0.0; Max. 0.0; Valid 223.0

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

NAROK_deaths

f4458521 Location:

Summary Statistics: Max. 2.0; Valid 223.0; Mean 0.05381165919282501; Min. 0.0; StDev 0.26298922741687514

Variable Format: numeric

Notes: UNF:6:pW33vzKrpKzErDbVdTEW9g==

LAMU_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Mean 0.02242152466367717; Valid 223.0; Max. 1.0; StDev 0.14838306247107713

Variable Format: numeric

Notes: UNF:6:HmmGPHQqGa6MBuUZaSqq2w==

TANA RIVER_deaths

f4458521 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Min. 0.0; Valid 223.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

THARAKA NITHI_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Valid 223.0; StDev 0.11546305628897849; Mean 0.01345291479820626; Max. 1.0

Variable Format: numeric

Notes: UNF:6:KFoViIgSrc4k7ORny3mFUQ==

BARINGO_deaths

f4458521 Location:

Summary Statistics: StDev 0.09448920955290442; Mean 0.008968609865470833; Max. 1.0; Valid 223.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:IyqOYw7Yri8pnppQw8NU6A==

WEST POKOT_deaths

f4458521 Location:

Summary Statistics: Min. 0.0; Valid 223.0; Max. 0.0; Mean 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

SAMBURU_deaths

f4458521 Location:

Summary Statistics: Valid 223.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:PJam6/th26X3xcBEKANXTQ==

iso_code

f4458524 Location:

Variable Format: character

Notes: UNF:6:V1uB0X7LoVJqO1iJp6yRqQ==

continent

f4458524 Location:

Variable Format: character

Notes: UNF:6:NKDumZBJEE9TgBtw7uvOGg==

location

f4458524 Location:

Variable Format: character

Notes: UNF:6:comaNrJRzLrWPgwlOxbNwg==

date

f4458524 Location:

Variable Format: character

Notes: UNF:6:UPu/nQOd/hUhobLTWwUaIA==

total_cases

f4458524 Location:

Summary Statistics: StDev 5607.653850381882; Mean 4099.6573426573505; Min. 1.0; Valid 143.0; Max. 22053.0;

Variable Format: numeric

Notes: UNF:6:3+s0duTkYdRGYIZEEvo/tQ==

new_cases

f4458524 Location:

Summary Statistics: StDev 209.3335211967297; Mean 154.2167832167831; Max. 960.0; Min. 0.0; Valid 143.0;

Variable Format: numeric

Notes: UNF:6:4JzSOtpk8B15FRsH8jkj6Q==

total_deaths

f4458524 Location:

Summary Statistics: StDev 93.50072039229255; Min. 0.0; Max. 369.0; Mean 87.17482517482534; Valid 143.0

Variable Format: numeric

Notes: UNF:6:3u/Xj3gGaJ9Z8uwGbMGoew==

new_deaths

f4458524 Location:

Summary Statistics: StDev 3.6509936664269858; Mean 2.580419580419581; Max. 23.0; Valid 143.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:GoBAzxzpL/5XrlsylPF6cQ==

total_cases_per_million

f4458524 Location:

Summary Statistics: StDev 104.28710396533603; Max. 410.126; Mean 76.24251748251751; Valid 143.0; Min. 0.019

Variable Format: numeric

Notes: UNF:6:eqaA12rjJ9cnEiiPv9s8rw==

new_cases_per_million

f4458524 Location:

Summary Statistics: Max. 17.853; Mean 2.8680000000000008; Min. 0.0; Valid 143.0; StDev 3.892990269630355;

Variable Format: numeric

Notes: UNF:6:AtnYMSpt+UQPpZTazMwLoA==

total_deaths_per_million

f4458524 Location:

Summary Statistics: Max. 6.862; Mean 1.6212097902097902; Valid 143.0; Min. 0.0; StDev 1.7388544993076998;

Variable Format: numeric

Notes: UNF:6:+9D8+xK0eHCdWATp5DZp7A==

new_deaths_per_million

f4458524 Location:

Summary Statistics: StDev 0.06785547877803962; Valid 143.0; Max. 0.428; Min. 0.0; Mean 0.04801398601398599

Variable Format: numeric

Notes: UNF:6:43PROn37tn0J/HSYozpwMw==

new_tests

f4458524 Location:

Summary Statistics: StDev 1772.4178674365487; Mean 2435.8130841121488; Min. 21.0; Valid 107.0; Max. 8679.0;

Variable Format: numeric

Notes: UNF:6:HcBSZJxoD1yazJLT/BQTJA==

total_tests

f4458524 Location:

Summary Statistics: Valid 118.0; StDev 90067.6723544813; Max. 303959.0; Min. 31.0; Mean 98330.66101694913

Variable Format: numeric

Notes: UNF:6:rak+XsmIWZIv66jXBjsaMQ==

total_tests_per_thousand

f4458524 Location:

Summary Statistics: Min. 0.001; Valid 118.0; StDev 1.6750512628020167; Max. 5.653; Mean 1.8286779661016952

Variable Format: numeric

Notes: UNF:6:FEJ2G6Jf0wLBwd73c6tURw==

new_tests_per_thousand

f4458524 Location:

Summary Statistics: StDev 0.03299834614302549; Max. 0.161; Valid 107.0; Mean 0.04529906542056075; Min. 0.0

Variable Format: numeric

Notes: UNF:6:iSdRKBJTRka5QXJNnjEvUw==

new_tests_smoothed

f4458524 Location:

Summary Statistics: Valid 141.0; Max. 5408.0; Min. 7.0; Mean 2024.7659574468073; StDev 1527.337359301651;

Variable Format: numeric

Notes: UNF:6:zcSA22fy/huMehnWE3qTCw==

new_tests_smoothed_per_thousand

f4458524 Location:

Summary Statistics: Valid 141.0; Mean 0.037638297872340416; Min. 0.0; StDev 0.028410077838618337; Max. 0.101

Variable Format: numeric

Notes: UNF:6:3+crRGOEaB4pk8bnf+aroQ==

tests_units

f4458524 Location:

Variable Format: character

Notes: UNF:6:dnntZNDY7jLcMdTRKHOdFw==

stringency_index

f4458524 Location:

Summary Statistics: StDev 19.381803310537073; Mean 82.95799999999998; Min. 13.89; Valid 140.0; Max. 93.52

Variable Format: numeric

Notes: UNF:6:HJvM2HRwKmr+RMUvaLUg3g==

population

f4458524 Location:

Summary Statistics: Valid 151.0; Mean 5.37713E7; StDev 0.0; Max. 5.37713E7; Min. 5.37713E7;

Variable Format: numeric

Notes: UNF:6:F1Wy28q9eb3Ty5tgo2DGcg==

population_density

f4458524 Location:

Summary Statistics: Valid 151.0; Max. 87.324; Min. 87.324; Mean 87.324; StDev 0.0

Variable Format: numeric

Notes: UNF:6:IZJ3UFnUh+Ce97pxZIgZAg==

median_age

f4458524 Location:

Summary Statistics: Max. 20.0; Valid 151.0; Min. 20.0; StDev 0.0; Mean 20.0;

Variable Format: numeric

Notes: UNF:6:oVY7bf0lwejSBvoRcceWhg==

aged_65_older

f4458524 Location:

Summary Statistics: Min. 2.686; Max. 2.686; Valid 151.0; Mean 2.686; StDev 0.0

Variable Format: numeric

Notes: UNF:6:kxq2TmZmo5UaYLK2EL2BzA==

aged_70_older

f4458524 Location:

Summary Statistics: Valid 151.0; StDev 0.0; Mean 1.528; Min. 1.528; Max. 1.528;

Variable Format: numeric

Notes: UNF:6:cK+oRSrkN8FPcZJ0RiIpIw==

gdp_per_capita

f4458524 Location:

Summary Statistics: Max. 2993.028; Min. 2993.028; StDev 0.0; Mean 2993.028; Valid 151.0

Variable Format: numeric

Notes: UNF:6:jJznBQW0VTXMZKxMMVKfSw==

extreme_poverty

f4458524 Location:

Summary Statistics: Min. 36.8; Max. 36.8; StDev 0.0; Mean 36.8; Valid 151.0

Variable Format: numeric

Notes: UNF:6:6/lzXUPPuPVayWGw++6dPw==

cardiovasc_death_rate

f4458524 Location:

Summary Statistics: Min. 218.637; Valid 151.0; Mean 218.637; Max. 218.637; StDev 0.0

Variable Format: numeric

Notes: UNF:6:VGtHDoE0HPgniY/Ec4ox+A==

diabetes_prevalence

f4458524 Location:

Summary Statistics: Mean 2.92; Valid 151.0; StDev 0.0; Min. 2.92; Max. 2.92;

Variable Format: numeric

Notes: UNF:6:D0FDmzHwwqk2UCtxOYAdLw==

female_smokers

f4458524 Location:

Summary Statistics: StDev 0.0; Min. 1.2; Valid 151.0; Max. 1.2; Mean 1.2

Variable Format: numeric

Notes: UNF:6:xUKSj6vZsN/HrblhdN/pOg==

male_smokers

f4458524 Location:

Summary Statistics: Max. 20.4; Valid 151.0; Min. 20.4; Mean 20.4; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:FMmn5KTm4L0upRGHDn7JFw==

handwashing_facilities

f4458524 Location:

Summary Statistics: Valid 151.0; Min. 24.651; StDev 0.0; Mean 24.651; Max. 24.651

Variable Format: numeric

Notes: UNF:6:UQDcssnPFm+hvPnb+n3IDg==

hospital_beds_per_thousand

f4458524 Location:

Summary Statistics: Mean 1.4; Min. 1.4; Valid 151.0; StDev 0.0; Max. 1.4

Variable Format: numeric

Notes: UNF:6:gfpbZfTwAC9Da2JNQ/e8yQ==

life_expectancy

f4458524 Location:

Summary Statistics: Max. 66.7; Min. 66.7; Mean 66.7; Valid 151.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:I8SsR7Qoaqg587LmASg9Lg==

Other Study-Related Materials

Label:

OJAL_BRAND_KENYANCOVIDFIRSTWAVE_Codebook.pdf

Text:

A codebook describing each field of the datafiles DataS1.csv - DataS7.csv

Notes:

application/pdf

Other Study-Related Materials

Label:

OJAL_BRAND_KENYANCOVIDFIRSTWAVE_Readme.txt

Notes:

text/plain

Other Study-Related Materials

Label:

supp_material.docx

Text:

contains extensive extra description of the mathematical/statistical assumptions underlying the transmission model

Notes:

application/vnd.openxmlformats-officedocument.wordprocessingml.document