FP Communication (%) > 24.9 19.3 - 24.9 14.9 - 19.2 11.1 - 14.8 < 11.1 Data Not Available

BARAMULA (7.1%)

SRINAGAR (7.9%)

LEH (LADAKH) ANANTNAG (8.5%) (3.3%)

UDHAMPUR JAMMU (14%) (15.6%)

KANGRA MA NDI GURDASPUR (16.5%) (15.6%) (45.9%)

AMRITSAR (22.5%) HOSHIARPUR (41.7%) HAMIRPUR (17.2%)

KHADOOR SAHIB (36.5%) JALANDHAR ANANDPUR SAHIB (27.9%) (28.1%)

LUDHIANA SHIMLA (13.5%) (18.7%) TEHRI GARHWAL CHANDIGARH (18.3%) FARIDKOT FATEHGARH SAHIB (25.1%) (25.4%) (26.7%) FIROZPUR (34.4%) AMBALA PATIALA (26.6%) GARHWAL (25.5%) (17.7%) BATHINDA (28.6%) SANGRUR (23.8%) KRUKSHETRA SAHARANPUR (12.1%) HARDWAR (35%) (14.5%) ALMORA (14%)

KAIRANA SIRSA (8.8%) (26.5%) KARNAL GANGANAGAR (33.1%) (17.6%) BIJNOR NAGINA MUZA FFARNAGAR (10%) HISAR (6.9%) (8.7%) (27.1%) NAINITAL - UDHAMSINGH NAGAR SONIPAT (13.2%) (28.6%) BAGHPAT (10.7%) (12.6%) ME ERUT NORTH WEST (12.2%) AMROHA RAMPUR (10.4%) (12.8%) ROHTAK GHAZIABAD (7.8%) (16%) ARUNACHAL WEST CHURU (22.6%)WEST DELHI SAMBHAL (18%) (19.1%) BHIWANI - MAHENDRAGARH (13.8%) PILIBHIT (22.6%) (12.5%) SOUTH DELHI (10.4%) (14.6%) BULANDSHAHR (7%) GAUTAM BUDDHA NAGAR (9.6%) GURGAON (10.9%) (16.5%) KHERI BIKANER BUDAUN (22.3%) (11%) (6.1%) JHUNJHUNUN FARIDABAD (20.4%) (16.5%) SHAHJAHANPUR (12.9%) AONLA (19.4%) ALWAR (6.6%) (13.3%) BAHRAICH ARUNACHAL EAST DHAURAHRA (8.8%) (9.6%) HATHRAS (19.4%) (6%) (10%) SHRAWASTI SIKKIM (12.8%) HARDOI SITAPUR (10.3%) (19.5%) SIKAR FARRUKHABAD (15.7%) (14.9%) (23.9%) (11%) (9.2%) DIBRUGARH BHARATPUR (16.1%) (14%) DOMRIAGANJ LAKHIMPUR NAGAUR (8.9%) MA HARAJGANJ (20.5%) (21.8%) (11.9%) KAISARGANJ VALMIKI NAGAR MA INPURI MISRIKH (8.5%) GONDA (22.1%) (5.6%) (8.7%) (12.8%) JAIPUR RURAL FATEHPUR SIKRI (20%) BARABANKI (18.6%) (12.1%) MOHANLALGANJ (14.1%) DARJILING DAUSA KANNAUJ JORHAT JODHPUR (14.7%) BASTI KUSHI NAGAR (12.3%) JAIPUR (13.9%) (12.7%) LUCKNOW (9.7%) GORAKHPUR PASHCHIM CHAMPARAN (20.2%) (15%) (19.3%) (14.5%) (10.9%) (15.2%) (10.3%) TEZPUR FAIZABAD (15.1%) SANT KABIR NAGAR ALIPURDUARS KALIABOR KARAULI - DHAULPUR ETAWAH (8.8%) (14.5%) DEORIA SHEOHAR SITAMARHI JALPAIGURI (15.7%) KOKRAJHAR UNNAO (13.6%) (18.3%) MA NGALDOI (23.1%) (21.5%) (13%) (10.7%) PURBA CHAMPARAN (11.9%) (16.5%) (15.7%) (16.2%) KANPUR AMBEDKAR NAGAR GOPALGANJ BARMER AMETHI BANSGAON (8.4%) JHANJHARPUR (10%) (6.1%) (11.4%) (8.6%) (12.7%) AJMER AKBARPUR (18.4%) MA DHUBANI (8.6%) (15.7%) KISHANGANJ BARPETA RAJSAMAND (10.2%) RAE BARELI SULTANPUR (7.4%) KOCH BIHAR (13.2%) NAGAON AUTONOMOUS DISTRICT (16.7%) TONK - SAWAI MADHOPUR BHIND SUPAUL (12.8%) (23.1%) (27%) (13.3%) SIWAN VAISHALI (7.3%) ARARIA (20.6%) DHUBRI (19%) (15.2%) (20.3%) JALAUN SALEMPUR MUZA FFARPUR (20%) MORENA AZAMGARH (8.1%) MA HARAJGANJ (6.7%) (5.4%) DARBHANGA (10.7%) GUWAHATI NAGALAND (20.2%) LALGANJ GHOSI (10.4%) (5.2%) (12.9%) PALI (29.4%) (7.9%) (7.9%) (8.8%) (6.9%) PRATAPGARH (7.9%) (20.6%) FATEHPUR SAMASTIPUR (13%) JAUNPUR SARAN (CHHAPRA) (10.6%) GWALIOR (8.3%) (9.5%) MA DHEPURA PURNIA (27.2%) (9.2%) (12.6%) BALLIA UJIAPUR (19.9%) (12.1%) RAIGANJ HAMIRPUR (11%) HAJIPUR (12.5%) KAUSHAMBI PHULPUR GHAZIPUR (12.8%) KHAGARIA TURA (13.6%) (12.6%) (19%) MA CHHLISHAHR (13.5%) (12.5%) KATIHAR SHILLONG BHILWARA (9.9%) PATNA SAHIB BEGUSARAI (21.7%) (20.3%) BUXAR ARRAH (12.3%) (11.3%) (26.4%) SANT RAVI DAS NAGAR (BHADOHI) (9.4%) PATALIPUTRA (24%) BALURGHAT CHANDAULI (11.6%) (24.2%) BANDA (10.6%) VARANASI (14.6%) (10.3%) OUTER MANIPUR KOTA NALANDA BHAGALPUR (15.3%) (11.3%) (8.6%) (8.2%) (21.4%) ALLAHABAD JAHANABAD (14.3%) MUNGER MA LDAH UTTAR (19%) (15.9%) (19.2%) (9.2%) MIRZAPUR JALORE KARAKAT (14.5%) (14.8%) SASARAM GUNA TIKAMGARH (12.1%) JAMUI BANKA MA LDAH DAKSHIN (10.4%) REWA (11.3%) NAWADA (11.2%) (8.7%) SILCHAR (33.4%) JHANSI AURANGABAD (20.8%) RAJMAHAL INNER MANIPUR (17%) (22.1%) (19%) (22.3%) (23.8%) (10.5%) GAYA (11.6%) CHITTAURGARH (10.9%) (17.7%) JHALAWAR - BARAN SATNA KARIMGANJ BANAS KANTHA (14.1%) (15.3%) GODDA (24.5%) KODARMA (16.7%) (15.1%) MA NDSAUR KHAJURAHO ROBERTSGANJ UDAIPUR (13.9%) (18.8%) (36%) JANGIPUR (24.6%) (9.8%) SIDHI (6.9%) MURSHIDABAD (16.2%) PALAMU DUMKA (8.4%) SAGAR (10.1%) (29.3%) (10.7%) CHATRA DAMOH (11.5%) GIRIDIH BIRBHUM BAHARAMPUR PATAN RAJGARH (13.7%) (6.9%) TRIPURA EAST (22.1%) (13.6%) HAZARIBAGH (23.6%) DHANBAD (22.6%) (31%) (5.6%) (18.7%) ASANSOL BOLPUR SABAR KANTHA (14.2%) KRISHNANAGAR KACHCHH (13.9%) (16.3%) TRIPURA WEST (15.9%) MA HESANA (20.6%) BANSWARA (10.1%) (14.8%) (16.1%) BHOPAL (27.8%) UJJAIN SHAHDOL SURGUJA RANCHI (16%) (15.5%) (22.2%) LOHARDAGA (8%) PURULIYA BARDDHAMAN - DURGAPUR MIZORAM DEWAS (18.4%) (19.7%) (14.2%) (14.5%) AHMADABAD (EAST) RANAGHAT (29.2%) VIDISHA JABALPUR BISHNUPUR BARDDHAMAN PURBA (16.3%) (28.8%) (28.7%) (27.1%) (16.1%) (14.2%) AHMADABAD (WEST) BANKURA BANGAON GANDHINAGAR (29.9%) KORBA HUGLI (10%) (29.3%) PANCH MAHALS DOHAD (29.7%) (17%) (10.4%) (8.5%) (13.6%) BARAKPUR INDORE HOSHANGABAD KHUNTI ARAMBAG DUM DUM (6%) SURENDRANAGAR KHEDA RATLAM JHARGRAM (21.4%) (22.8%) MA NDLA (26.2%) (11.3%) (6%) BARASAT (28.5%) (17.1%) (21.2%) (16.1%) SHRIRAMPUR (6.9%) DHAR (21.3%) (12.2%) BASIRHAT JAMSHEDPUR HAORA (24.6%) (24%) (6%) ULUBERIYA (14.2%) ANAND VADODARA SINGHBHUM GHATAL RAJKOT (26.5%) RAIGARH (7.3%) (14.2%) JADAVPURJAYNAGAR (13.3%) (15.7%) (14.1%) (16.6%) (17.7%) BILASPUR (12.3%) (34.6%) DIAMOND HARBOUR CHHOTA UDAIPUR TAMLUK (16.6%) JAMNAGAR CHHINDWARA SUNDARGARH ME DINIPUR (7.4%) (19.1%) (13.5%) (32.8%) (13.7%) BETUL (16.2%) MATHURAPUR (20.8%) MAYURBHANJ KHANDWA BALAGHAT (27.4%) (16.6%) KHARGONE (27%) (20.9%) KANTHI BHAVNAGAR BHARUCH (23.2%) JANJGIR-CHAMPA (7.3%) (8.3%) (26.7%) (22.3%) PORBANDAR (21%) DURG KENDUJHAR BALESHWAR (46.7%) (22.5%) (13.9%) AMRELI NANDURBAR RAJNANDGAON RAIPUR BARGARH (10.3%) SURAT (24%) AMRAVATI (35.6%) (21.4%) (29.6%) SAMBALPUR (23.5%) BARDOLI (19.4%) (25.6%) (21%) NAGPUR BHANDARA - GONDIYA JUNAGADH RAVER (15.4%) (22.9%) BHADRAK (31.7%) (14.1%) (15.9%) DHENKANAL NAVSARI DHULE WARDHA RAMTEK (26.1%) (21.2%) (15.4%) MA HASAMUND (28.3%) JALGAON (25.7%) JAJAPUR (15.2%) (27.8%) BOLANGIR (17.7%) AKOLA (30.5%) VALSAD (19.9%) KENDRAPARA BULDANA (19.6%) DAMAN & DIU (13.9%) (19.8%) CUTTACK (20.4%) (19.2%) YAVATMAL - WASHIM KANKER DINDORI (37.9%) KANDHAMAL (13.4%) (24.1%) (23.7%) BHUBANESWAR DADRA & NAGAR HAVELI JAGATSINGHPUR (20.1%) (25%) (12.7%) AURANGABAD JALNA CHANDRAPUR GARHCHIROLI - CHIMUR (22.7%) (20.4%) (26.4%) (26.4%) NASHIK (13.4%) KALAHANDI PALGHAR (29.3%) PURI (11.6%) SHIRDI ASKA (20.7%) (18.1%) (14.7%) HINGOLI BIWANDI PARBHANI (18.6%) (20.9%) ADILABAD (11.6%) (11.1%) THANE NABARANGAPUR BERHAMPUR. (11.8%) (29.2%) MUMBAI NORTHKALYAN (17.6%) (11.6%) AHMADNAGAR (24.9%) (18.1%) KORAPUT MUMBAI NORTH-EAST BEED (20.3%) (24.9%) MAVAL (28.1%) BASTAR MUMBAI SOUTH SHIRUR NANDED (32.4%) (14.8%) (14.9%) (27.7%) (21.7%) NIZAMABAD PEDDAPALLE (8.1%) (9.1%) SRIKAKULAM (15.7%) PUNE LATUR (14.9%) (20%) KARIMNAGAR BARAMATI (7.9%) (14.9%) VIZIANAGARAM OSMANABAD ZAHIRABAD (20.6%) RAIGARH (20.1%) (8.5%) MA HABUBABAD ARAKU (14.8%) (11.8%) (19.5%) BIDAR ME DAK WARANGAL VISAKHAPATNAM (21.5%) (8.9%) (8.8%) (16.8%) MA DHA (15%) SATARA ANAKAPALLI (11.7%) SOLAPUR (15.6%) (17.4%) MA LKAJGIRI (7.4%) HYDERABAD BHONGIR (9.3%) KHAMMAM CHEVELLA (11.1%) (15.3%) (7.2%) SANGLI KAKINADA (15.3%) GULBARGA (20.6%) (13.6%) RAJAHMUNDRY HATKANANGLE ELURU (16.6%) (13.7%) NALGONDA (11.4%) BIJAPUR MA HBUBNAGAR (10.1%) (19.6%) (12.4%) VIJAYAWADA (18.1%) AMLAPURAM (20.6%) RATNAGIRI - SINDHUDURG CHIKKODI NARSAPURAM (19.2%) (46.6%) (8.9%) RAICHUR KOLHAPUR (22.9%) NAGARKURNOOL NARASARAOPET (12.4%) GUNTUR MA CHILIPATNAM (13.1%) (28.7%) (28.7%) (18.1%) BAGALKOT (17.1%) BELGAUM (46.4%) BAPATLA (22.6%)

KOPPAL ONGOLE (18.5%) KURNOOL (17.9%) NORTH GOA (23%) NANDYAL (48.9%) (23%) SOUTH GOA DHARWAD (37.9%) (24.2%)

BELLARY (23.1%) ANANTAPUR HAVERI (26.9%) UTTARA KANNADA (19.5%) NELLORE (23%) (19.1%) KADAPA (24%)

DAVANAGERE (11.5%)

HINDUPUR CHITRADURGA (26.9%) SHIMOGA (26.9%) (13.4%) RAJAMPET TIRUPATI (17.2%) (16.9%)

CHIKKABALLAPURA UDUPI CHIKMAGALUR TUMK UR (23.7%) (18.6%) (18%) CHITTOOR KOLAR TIRUVALLUCRHENNAI NORTH (13.6%) (23.2%) (28.2%) (31.4%) HASSAN BANGALORE CENTRAL CHENNAI SOUTH (12.6%) ARAKKONAM (31.4%) (15.6%) SRIPERUMBUDUR (21.5%) DAKSHINA KANNADA (29.9%) (14.4%) BANGALORE NORTH VELLORE (15.6%) (20.4%) BANGALORE RURAL KRISHNAGIRI ANDAMAN & NICOBAR ISLANDS (17.8%) KANCHEEPURAM MA NDYA (41.6%) (36.5%) (22.3%) (31.4%) ARANI KASARAGOD (32.2%) TIRUVANNAMALAI (24.4%) MY SORE (30%) (18.5%) DHARMAPURI KANNUR CHAMRAJNAGAR (28%) VILUPPURAM (22.6%) (15%) (28.7%) PUDUCHERRY (36.1%)

SALEM KALLAKURICHI VADAKARA (22.1%) (21.6%) (24.9%) CUDDALORE (32.6%) NILGIRIS WAYANAD (35.8%) TIRUPPUR KOZHIKODE (31.8%) NAMAKKAL (21.4%) (17.4%) LAKSHADWEEP (29.8%) CHIDAMBARAM (23.3%) (35.4%) MA LAPPURAM PERAMBALUR (28.2%) MAYILADUTHURAI (14.3%) COIMBATORE ERODE (29.5%) (36.1%) (31.5%) PONNANI PALAKKAD (14.3%) (14%)

KARUR NAGAPPATTINAM ALATHUR POLLACHI TIRUCHIRAPPALLI (31.2%) THANJAVUR (27.5%) (16%) (35.7%) (28.2%) THRISSUR (30.6%) (19.8%) DINDIGUL CHALAKUDY (34.2%) (16.5%)

ERNAKULAM MA DURAI SHIVAGANGA (14.8%) THENI (34.9%) (28.5%) IDUKKI (36.8%) (12.1%) KOTTAYAM (15%) ALAPPUZHA VIRUDUNAGAR (19.2%) (32.1%)

PATHANAMTHITTA RAMANATHAPURAM (20.2%) (28.6%) MAVELIKKARA TENKASI (18.7%) (26.5%) THOOTHUKKUDI KOLLAM (22%) (19%)

ATTINGAL (9.5%) TIRUNELVELI (25.6%)

THIRUVANANTHAPURAM (9.5%) KANNIYAKUMARI (24.6%)

± 0 140 280 560 840 1,120 Km

Cite as: Blossom J, Kumar R, Kim R, Swaminathan A, Swaminathan G, Rajpal S, Joe W, Subramanian S V. 2019. Visualizing Parliamentary Constituency Factsheet for Indicators of Nutrition, Health and Development in . Cambridge, MA: Harvard Center for Geographic Analysis and Center for Population and Development Studies.