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Geo-Mapping of COVID-19 Risk Correlates in India: a Data Byte and Visualization

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Supplementary Materials for Geo-mapping of COVID-19 Risk Correlates in India: A Data Byte and Visualization S V Subramanian*, Omar Karlsson, Weixing Zhang, Rockli Kim *Corresponding author. Email: [email protected] Table S1 All district estimates (provided in a separate document: Table_S1_all_district_estimates.csv) Table S2 Number of observations, number of households, and missingness for all measures, total and across 640 Indian districts........................................................................................................................... 2 Table S3 Population density (persons per square kilometer), percentage with no access to handwashing facilities, and percent population older than 65 years of age across 640 Districts of India, 2016.............. 22 Table S4 Total population, population with no access to handwashing facilities, and population older than 65 years of age across 640 Districts of India, 2016. ................................................................................. 38 Table S5 Percentage with no access to handwashing facilities, and percent population older than 65 years of age across 543 parliamentary constituencies of India, 2016. ...................................................... 54 Table S6 Percentage with hypertension, diabetes, and obesity among female of reproductive age across 640 Districts of India, 2016........................................................................................................................ 67 1 Table S2 Number of observations, number of households, and missingness for all measures, total and across 640 Indian districts Missing: Non-pregnant Missing: House- Missing: No hand- Missing: Females Hyper- Missing: Missing: District State Obs. holds Crowding washing Elderly 15-49 tension Diabetes Obesity Total 2,869,043 601,509 0 17,198 455 716,257 48,957 57,171 54,854 Nicobars Andaman and Nicobar Islands 3,995 813 0 9 0 1,078 64 70 69 North & Middle Andaman Andaman and Nicobar Islands 3,152 796 0 0 2 885 63 67 67 South Andaman Andaman and Nicobar Islands 3,315 804 0 0 0 1,005 63 66 67 Anantapur Andhra Pradesh 3,204 784 0 0 1 865 127 141 133 Chittoor Andhra Pradesh 3,126 773 0 0 1 820 132 139 134 East Godavari Andhra Pradesh 3,235 803 0 0 0 895 152 175 155 Guntur Andhra Pradesh 3,044 789 0 8 1 840 156 172 158 Krishna Andhra Pradesh 3,110 798 0 14 0 904 136 160 140 Kurnool Andhra Pradesh 3,633 799 0 0 0 936 101 110 109 Prakasam Andhra Pradesh 3,231 800 0 0 0 845 123 144 128 Sri Potti Sriramulu Nellore Andhra Pradesh 3,301 803 0 1 0 951 184 212 184 Srikakulam Andhra Pradesh 3,211 784 0 0 0 882 100 117 106 Visakhapatnam Andhra Pradesh 3,170 768 0 2 1 893 195 204 199 Vizianagaram Andhra Pradesh 3,291 799 0 64 0 918 160 170 167 West Godavari Andhra Pradesh 3,012 787 0 0 1 826 162 184 165 Y.S.R. Andhra Pradesh 3,139 778 0 34 0 842 166 178 161 Anjaw Arunachal Pradesh 3,267 884 0 0 1 811 100 81 82 Changlang Arunachal Pradesh 4,040 878 0 10 0 991 96 100 99 Dibang Valley Arunachal Pradesh 2,863 879 0 6 0 732 45 50 49 East Kameng Arunachal Pradesh 3,956 825 0 209 3 912 194 216 220 East Siang Arunachal Pradesh 3,310 860 0 3 1 835 44 47 46 Kurung Kumey Arunachal Pradesh 3,774 909 0 245 0 874 31 36 41 Lohit Arunachal Pradesh 4,085 893 0 18 0 1,045 64 69 70 Lower Dibang Valley Arunachal Pradesh 3,507 874 0 82 0 906 57 57 64 Lower Subansiri Arunachal Pradesh 2,994 845 0 113 2 806 101 107 101 Papumpare Arunachal Pradesh 7,034 1,649 0 396 7 1,983 334 350 347 Tawang Arunachal Pradesh 2,801 800 0 32 11 768 150 155 148 Tirap Arunachal Pradesh 4,464 919 0 16 1 1,025 72 75 77 Upper Siang Arunachal Pradesh 3,198 858 0 10 1 739 52 60 54 Upper Subansiri Arunachal Pradesh 3,516 900 0 48 2 924 62 59 73 2 Missing: Non-pregnant Missing: House- Missing: No hand- Missing: Females Hyper- Missing: Missing: District State Obs. holds Crowding washing Elderly 15-49 tension Diabetes Obesity West Kameng Arunachal Pradesh 3,174 795 0 80 9 797 136 147 165 West Siang Arunachal Pradesh 3,476 849 0 17 5 842 116 132 124 Baksa Assam 4,163 891 0 0 0 1,108 107 123 118 Barpeta Assam 4,546 919 0 0 1 1,133 88 93 87 Bongaigaon Assam 4,129 904 0 60 0 1,012 58 59 65 Cachar Assam 4,085 903 0 37 0 1,058 63 88 86 Chirang Assam 4,209 905 0 0 0 1,056 107 124 115 Darrang Assam 4,335 924 0 0 0 1,084 40 44 49 Dhemaji Assam 4,480 932 0 9 0 1,153 98 103 106 Dhubri Assam 4,248 908 0 14 0 999 66 76 79 Dibrugarh Assam 4,056 899 0 53 0 1,144 112 123 127 Dima Hasao Assam 4,036 916 0 1 0 1,030 92 97 93 Goalpara Assam 4,425 908 0 62 1 1,063 85 93 93 Golaghat Assam 3,995 928 0 16 0 1,152 105 130 112 Hailakandi Assam 4,441 911 0 0 1 1,105 60 67 75 Jorhat Assam 3,942 920 0 7 0 1,117 72 78 82 Kamrup Assam 4,135 902 0 121 1 1,125 105 136 107 Kamrup Metropolitan Assam 3,323 867 0 45 0 981 176 218 179 Karbi Anglong Assam 4,155 907 0 4 0 1,004 59 63 68 Karimganj Assam 4,574 911 0 0 0 1,129 49 55 63 Kokrajhar Assam 3,991 885 0 0 0 1,031 91 105 100 Lakhimpur Assam 4,160 897 0 7 0 1,107 99 108 101 Morigaon Assam 4,316 919 0 7 0 1,097 78 86 84 Nagaon Assam 4,209 886 0 0 0 1,074 127 136 134 Nalbari Assam 4,268 910 0 11 0 1,131 84 107 88 Sivasagar Assam 4,191 926 0 6 1 1,089 79 83 92 Sonitpur Assam 4,051 916 0 9 0 1,084 42 45 50 Tinsukia Assam 4,331 925 0 8 0 1,167 99 106 117 Udalguri Assam 4,270 923 0 5 0 1,099 43 45 58 Araria Bihar 4,919 942 0 20 0 1,086 40 45 59 Arwal Bihar 5,145 946 0 21 0 1,182 1 4 32 Aurangabad Bihar 4,986 946 0 0 0 1,142 7 12 38 Banka Bihar 4,930 946 0 43 0 1,100 1 10 31 3 Missing: Non-pregnant Missing: House- Missing: No hand- Missing: Females Hyper- Missing: Missing: District State Obs. holds Crowding washing Elderly 15-49 tension Diabetes Obesity Begusarai Bihar 5,096 951 0 25 0 1,124 21 28 36 Bhagalpur Bihar 5,150 946 0 8 0 1,126 2 9 31 Bhojpur Bihar 5,588 947 0 0 2 1,299 1 10 18 Buxar Bihar 5,408 946 0 0 0 1,243 7 12 20 Darbhanga Bihar 5,005 945 0 115 1 1,107 61 70 73 Gaya Bihar 5,890 950 0 39 0 1,353 25 34 54 Gopalganj Bihar 5,464 936 0 184 1 1,345 158 186 182 Jamui Bihar 5,115 947 0 8 0 1,131 14 18 31 Jehanabad Bihar 4,612 938 0 23 1 1,042 20 21 45 Kaimur (Bhabua) Bihar 5,211 948 0 4 0 1,097 4 6 14 Katihar Bihar 4,527 949 0 15 0 945 8 9 19 Khagaria Bihar 5,062 948 0 14 0 1,063 28 28 42 Kishanganj Bihar 4,781 939 0 12 0 1,132 12 25 38 Lakhisarai Bihar 5,328 946 0 0 1 1,146 6 6 33 Madhepura Bihar 4,820 948 0 5 0 1,014 5 13 27 Madhubani Bihar 4,970 945 0 5 0 1,077 37 43 48 Munger Bihar 4,717 946 0 16 1 996 9 13 19 Muzaffarpur Bihar 4,764 946 0 43 0 1,101 71 73 86 Nalanda Bihar 4,794 946 0 16 0 1,007 16 18 39 Nawada Bihar 4,971 942 0 27 0 1,178 41 50 59 Pashchim Champaran Bihar 5,019 922 0 165 0 981 164 173 182 Patna Bihar 10,147 1,888 0 0 0 2,342 19 29 74 Purba Champaran Bihar 5,215 926 0 121 2 1,157 193 208 215 Purnia Bihar 4,791 946 0 0 0 1,021 12 14 29 Rohtas Bihar 5,637 947 0 0 1 1,331 22 27 35 Saharsa Bihar 5,104 944 0 70 2 1,052 5 7 19 Samastipur Bihar 4,626 946 0 28 0 995 29 31 41 Saran Bihar 5,351 903 0 31 2 1,197 189 211 206 Sheikhpura Bihar 5,285 941 0 34 0 1,187 49 51 82 Sheohar Bihar 4,801 943 0 29 2 1,029 88 105 106 Sitamarhi Bihar 4,933 946 0 8 2 1,065 39 46 65 Siwan Bihar 5,738 942 0 103 1 1,363 100 136 107 Supaul Bihar 4,968 944 0 14 0 1,098 22 27 39 4 Missing: Non-pregnant Missing: House- Missing: No hand- Missing: Females Hyper- Missing: Missing: District State Obs. holds Crowding washing Elderly 15-49 tension Diabetes Obesity Vaishali Bihar 5,291 945 0 6 1 1,182 17 31 31 Chandigarh Chandigarh 3,238 751 0 4 0 863 214 222 220 Bastar Chhattisgarh 4,456 926 0 0 0 1,167 45 45 57 Bijapur Chhattisgarh 4,270 918 0 5 0 1,187 16 16 20 Bilaspur Chhattisgarh 4,628 933 0 5 1 1,184 15 12 21 Dakshin Bastar Dantewada Chhattisgarh 4,285 909 0 0 0 1,164 54 55 61 Dhamtari Chhattisgarh 4,573 939 0 4 0 1,313 48 49 66 Durg Chhattisgarh 8,843 1,811 0 6 1 2,456 189 192 206 Janjgir - Champa Chhattisgarh 4,512 933 0 0 0 1,184 56 56 65 Jashpur Chhattisgarh 4,089 914 0 16 0 1,019 109 115 114 Kabirdham Chhattisgarh 4,586 928 0 3 1 1,137 60 62 67 Korba Chhattisgarh 8,521 1,859 0 0 1 2,425 81 82 100 Korea (Koriya) Chhattisgarh 8,163 1,850 0 48 1 2,224 128 130 144 Mahasamund Chhattisgarh 4,359 930 0 0 0 1,182 51 52 68 Narayanpur Chhattisgarh 4,753 933 0 7 1 1,365 8 9 13 Raigarh Chhattisgarh 3,903 894 0 2 3 1,038 108 112 117 Raipur Chhattisgarh 8,905 1,838 0 0 0 2,378 236 247 263 Rajnandgaon Chhattisgarh 4,886 940 0 0 0 1,325 27 29 32 Surguja Chhattisgarh 3,938 908 0 0 0 982 61 69 72 Uttar Bastar Kanker Chhattisgarh 4,310 912 0 0 0 1,195 86 89 97 Dadra & Nagar Haveli Dadra and Nagar Haveli 3,453 751 0 17 0 837 79 342 80 Daman Daman and Diu 2,815 785 0 27 2 611 78 108 78 Diu Daman and Diu 3,174 738 0 4 1 874 101 133 101 Central Delhi 3,204 722 0 54 0 836 354 358 345 East Delhi 3,070 698 0 90 0 793 304 310 302 New Delhi Delhi 2,468 603 0 59 0 670 277 284 256 North Delhi 3,203 658 0 74 0 866 335 352 337 North East Delhi 3,646 730 0 16 0 960 270 288 256 North West Delhi 2,804 599 0 160 2 720 253 267 255 South Delhi 2,814 618 0 40 0 754 273 282 273 South West Delhi 3,078 706 0 60 0 803 259 264 247 West Delhi 3,086 716 0 53 0 811 276 287 276 North Goa Goa 3,251 798 0 71 0 885 14 17 36 5 Missing: Non-pregnant Missing: House- Missing: No hand- Missing: Females Hyper- Missing: Missing: District State Obs.
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    BHS&IE, UP EXAM YEAR-2021 **** PROPOSED CENTRE ALLOTMENT **** DIST-CD & NAME :- 27 BUDAUN DATE:- 26/01/2021 PAGE:- 1 CENT-CODE & NAME CENT-STATUS CEN-REMARKS EXAM SCH-STATUS SCHOOL CODE & NAME #SCHOOL-ALLOT SEX PART GROUP 1005 NEHRU ADARSH INTER COLLEGE ALAPUR BADAUN B HIGH BUM 1005 NEHRU ADARSH INTER COLLEGE ALAPUR BADAUN 99 F HIGH CUF 1070 G B GIRLS I C KAKRALA BADAUN 22 M HIGH CRM 1137 VEER SHAYA BHOO DEVI H S S JAGAT BADAUN 79 M HIGH CUM 1153 HAJI MUKHTAR SCIENCE INTER COLLEGE KAKRALA BADAUN 122 M HIGH ARF 1169 GOVT GIRLS H S S MANSA NAGLA BADAUN 6 M HIGH CRM 1211 SHREE HARNAM SINGH MEMO H S SCHOOL DHAKA MIAUN BADAUN 27 M HIGH CRM 1217 SHREE BRIJPAL SINGH MEMO H S SCHOOL DHAKA MIAUN BADAUN 24 M HIGH CRM 1257 SHRI NAUBAT SINGH H S S BABAI BHATPURA BADAUN 21 F HIGH CRM 1277 NEW HOPES PUBLIC HS SCHOOL KAKRALA BUDAUN 8 M 408 INTER BUM 1005 NEHRU ADARSH INTER COLLEGE ALAPUR BADAUN 27 F SCIENCE INTER BUM 1005 NEHRU ADARSH INTER COLLEGE ALAPUR BADAUN 74 F OTHER THAN SCICNCE INTER BUM 1007 N P I C KAKRALA BADAUN 9 M OTHER THAN SCICNCE INTER CUF 1070 G B GIRLS I C KAKRALA BADAUN 11 M SCIENCE INTER CUF 1076 PARWATI SALIK KANYA INTER COLLEGE ALAPUR BADAUN 15 F OTHER THAN SCICNCE INTER CRM 1108 SHIVAJI S M I C MIAUN BADAUN 157 M ALL GROUP INTER CUM 1153 HAJI MUKHTAR SCIENCE INTER COLLEGE KAKRALA BADAUN 103 M SCIENCE 396 CENTRE TOTAL >>>>>> 804 1006 SIGLER MISSION GIRLS I C BADAUN B HIGH BUF 1006 SIGLER MISSION GIRLS I C BADAUN 143 F 143 INTER BUF 1006 SIGLER MISSION GIRLS I C BADAUN 63 F SCIENCE INTER BUF 1006 SIGLER MISSION GIRLS I C BADAUN 77
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    MAP:Muzaffarnagar(Uttar Pradesh)

    77°10'0"E 77°20'0"E 77°30'0"E 77°40'0"E 77°50'0"E 78°0'0"E 78°10'0"E MUZAFFARNAGAR DISTRICT GEOGRAPHICAL AREA (UTTAR PRADESH) 29°50'0"N KEY MAP HARIDWAR 29°50'0"N ± SAHARANPUR HARDWAR BIJNOR KARNAL SAHARANPUR CA-04 TO CA-01 CA-02 W A RDS CA-06 RO O CA-03 T RK O CA-05 W E A R PANIPAT D S N A N A 29°40'0"N Chausana Vishat Aht. U U T T OW P *# P A BAGHPAT Purquazi (NP) E MEERUT R A .! G R 29°40'0"N Jhabarpur D A W N *# R 6 M S MD Garhi Abdullakhan DR 1 Sohjani Umerpur G *# 47 D A E *#W C D Total Population within the Geographical Area as per 2011 A O A O N B 41.44 Lacs.(Approx.) R AL R A KARNAL N W A Hath Chhoya N B Barla T Jalalabad (NP) 63 A D TotalGeographicalArea(Sq.KMs) No.ChargeAreas O AW 1 S *# E O W H *#R A B .! R Kutesra A A 4077 6 Bunta Dhudhli D A Kasoli D RD N R *#M OA S A Pindaura Jahangeerpur*# *# *# K TH Hasanpur Lahari D AR N *# S Khudda O N O *# H Charge Areas Identification Tahsil Names A *# L M 5 Thana Bhawan(Rural) DR 10 9 CA-01 Kairana Un (NP) W *#.! Chhapar Tajelhera CA-02 Shamli .! Thana Bhawan (NP) Beheri *# *# CA-03 Budhana Biralsi *# Majlishpur Nojal Njali *# Basera *# *# *# CA-04 Muzaffarnagar Sikari CA-05 Khatauli Harar Fatehpur Maisani Ismailpur *# *# Roniharji Pur Charthaval (NP) *# CA-06 Jansath *# .! Charthawal Rural Garhi Pukhta (NP) Sonta Rasoolpur Kulheri 3W *# Sisona Datiyana Gadla Luhari Rampur*# *# .! 7 *# *# *# *# *# Bagowali Hind MDR 16 SH 5 Hiranwara Nagala Pithora Nirdhna *# Jhinjhana (NP) Bhainswala *# Silawar *# *# *# Sherpur Bajheri Ratheri LEGEND .! *# *# Kairi *# Malaindi Sikka Chhetela *# *#
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    S. No Name of Participant Designation District Phone No. E-Mail Id 1 Dr

    TOT DATABASE STATE :- UTTAR PRADESH S. Name of Participant Designation District Phone no. E-mail Id No 1 Dr.Anoop Kumar MO I/C Bareilly 9927568444 Sharma 2 Dr.R.P.Singh Dist.Malaria Officer Bareilly 9451157524 3 Dr.G.D.Katiyar Sr.Consultant Bareilly 9411088459, [email protected] 9412544008 4 Dr.Preety Pathak Epidemiologist Barabanki 9415409772 5 Dr.Vinod Hari Ram Pathologist Barabanki 9919182270 [email protected] Gupta 6 Dr.Manish Shukla Paediatrician Barabanki 9452268021, [email protected] 9305012069 7 Dr.Kaushal Chandar Epidemiologist Banda 9359282255 [email protected] Gupta 8 Dr.Shekhar Sr.Consultant Blood Bank Banda 9839592407 9 Dr.Bikas Chandra Gupta Consultant Balrampur 9450522045 10 Dr.Lokesh Kumar Sr.Consultant Balrampur 9532927663 11 Dr.Shachindra K.Mishra MO CHC Dadri Dadri 9911405551 [email protected] 12 Dr.Anil Kumar Dy.CMO(VBD) Gautambuddha 9999855621 Nagar 13 Dr.Rajesh Sharma Dist.Malaria Officer Meerut 9411642468 14 Dr.D.K.Singhal Sr.Consultant Paedia. Meerut 9837040009 15 Dr.Vikram Singh Sr.Pathologist Meerut 9027470880 16 Dr. Moiz uddin ahmad Epidemiologist Chandauli 9919074752 [email protected] 17 S. Ali shakir Epidemiologist Bijnour 9235834663 18 Dr. Gyan chandra Sr. Consultant Bijnour 9412153396, 9412823878 19 I.a. ansari Distt. Malaria Officer Basti 9415858694 20 Dr. A.a. rizvi M.O. (CH) Deoria 9415381387 21 Dr. R.k. verma Physician Chandauli 9411723876 22 Dr. Alok pandey Anasthetist Chandauli 9919800874 23 Dr. R.s. barnwal Physcian Bahraich 9452206645 24 Mubin ahmad Distt. Malaria Officer Gonda 9450217554 25 Dr. A.k. chaurasia Physician Deoria 9919052075 26 Dr. Anil kumar singh Pathologist Gonda 9415176042 27 Dr.