City,Year,Population Growth Rate,Education Index,Health Index,Infrastructure Quality Index Delhi,2015,2.50,0.80,0.75,0.78 Delhi,2016,2.52,0.81,0.76,0.79 Delhi,2017,2.54,0.82,0.77,0.80 Delhi,2018,2.56,0.83,0.78,0.81 Delhi,2019,2.58,0.84,0.79,0.82 Delhi,2020,2.60,0.85,0.80,0.83 Delhi,2021,2.62,0.86,0.81,0.84 Delhi,2022,2.64,0.87,0.82,0.85 Delhi,2023,2.66,0.88,0.83,0.86 Mumbai,2015,2.30,0.79,0.72,0.75 Mumbai,2016,2.32,0.80,0.73,0.76 Mumbai,2017,2.34,0.81,0.74,0.77 Mumbai,2018,2.36,0.82,0.75,0.78 Mumbai,2019,2.38,0.83,0.76,0.79 Mumbai,2020,2.40,0.84,0.77,0.80 Mumbai,2021,2.42,0.85,0.78,0.81 Mumbai,2022,2.44,0.86,0.79,0.82 Mumbai,2023,2.46,0.87,0.80,0.83 Bangalore,2015,2.70,0.81,0.76,0.78 Bangalore,2016,2.72,0.82,0.77,0.79 Bangalore,2017,2.74,0.83,0.78,0.80 Bangalore,2018,2.76,0.84,0.79,0.81 Bangalore,2019,2.78,0.85,0.80,0.82 Bangalore,2020,2.80,0.86,0.81,0.83 Bangalore,2021,2.82,0.87,0.82,0.84 Bangalore,2022,2.84,0.88,0.83,0.85 Bangalore,2023,2.86,0.89,0.84,0.86 Hyderabad,2015,2.60,0.80,0.75,0.76 Hyderabad,2016,2.62,0.81,0.76,0.77 Hyderabad,2017,2.64,0.82,0.77,0.78 Hyderabad,2018,2.66,0.83,0.78,0.79 Hyderabad,2019,2.68,0.84,0.79,0.80 Hyderabad,2020,2.70,0.85,0.80,0.81 Hyderabad,2021,2.72,0.86,0.81,0.82 Hyderabad,2022,2.74,0.87,0.82,0.83 Hyderabad,2023,2.76,0.88,0.83,0.84 Chennai,2015,2.40,0.78,0.74,0.74 Chennai,2016,2.42,0.79,0.75,0.75 Chennai,2017,2.44,0.80,0.76,0.76 Chennai,2018,2.46,0.81,0.77,0.77 Chennai,2019,2.48,0.82,0.78,0.78 Chennai,2020,2.50,0.83,0.79,0.79 Chennai,2021,2.52,0.84,0.80,0.80 Chennai,2022,2.54,0.85,0.81,0.81 Chennai,2023,2.56,0.86,0.82,0.82 Ahmedabad,2015,2.50,0.76,0.70,0.72 Ahmedabad,2016,2.52,0.77,0.71,0.73 Ahmedabad,2017,2.54,0.78,0.72,0.74 Ahmedabad,2018,2.56,0.79,0.73,0.75 Ahmedabad,2019,2.58,0.80,0.74,0.76 Ahmedabad,2020,2.60,0.81,0.75,0.77 Ahmedabad,2021,2.62,0.82,0.76,0.78 Ahmedabad,2022,2.64,0.83,0.77,0.79 Ahmedabad,2023,2.66,0.84,0.78,0.80 Pune,2015,2.40,0.79,0.74,0.75 Pune,2016,2.42,0.80,0.75,0.76 Pune,2017,2.44,0.81,0.76,0.77 Pune,2018,2.46,0.82,0.77,0.78 Pune,2019,2.48,0.83,0.78,0.79 Pune,2020,2.50,0.84,0.79,0.80 Pune,2021,2.52,0.85,0.80,0.81 Pune,2022,2.54,0.86,0.81,0.82 Pune,2023,2.56,0.87,0.82,0.83 Jaipur,2015,2.30,0.74,0.70,0.71 Jaipur,2016,2.32,0.75,0.71,0.72 Jaipur,2017,2.34,0.76,0.72,0.73 Jaipur,2018,2.36,0.77,0.73,0.74 Jaipur,2019,2.38,0.78,0.74,0.75 Jaipur,2020,2.40,0.79,0.75,0.76 Jaipur,2021,2.42,0.80,0.76,0.77 Jaipur,2022,2.44,0.81,0.77,0.78 Jaipur,2023,2.46,0.82,0.78,0.79 Lucknow,2015,2.20,0.72,0.68,0.70 Lucknow,2016,2.22,0.73,0.69,0.71 Lucknow,2017,2.24,0.74,0.70,0.72 Lucknow,2018,2.26,0.75,0.71,0.73 Lucknow,2019,2.28,0.76,0.72,0.74 Lucknow,2020,2.30,0.77,0.73,0.75 Lucknow,2021,2.32,0.78,0.74,0.76 Lucknow,2022,2.34,0.79,0.75,0.77 Lucknow,2023,2.36,0.80,0.76,0.78 Kanpur,2015,2.00,0.70,0.65,0.67 Kanpur,2016,2.02,0.71,0.66,0.68 Kanpur,2017,2.04,0.72,0.67,0.69 Kanpur,2018,2.06,0.73,0.68,0.70 Kanpur,2019,2.08,0.74,0.69,0.71 Kanpur,2020,2.10,0.75,0.70,0.72 Kanpur,2021,2.12,0.76,0.71,0.73 Kanpur,2022,2.14,0.77,0.72,0.74 Kanpur,2023,2.16,0.78,0.73,0.75 Nagpur,2015,2.30,0.76,0.71,0.73 Nagpur,2016,2.32,0.77,0.72,0.74 Nagpur,2017,2.34,0.78,0.73,0.75 Nagpur,2018,2.36,0.79,0.74,0.76 Nagpur,2019,2.38,0.80,0.75,0.77 Nagpur,2020,2.40,0.81,0.76,0.78 Nagpur,2021,2.42,0.82,0.77,0.79 Nagpur,2022,2.44,0.83,0.78,0.80 Nagpur,2023,2.46,0.84,0.79,0.81 Indore,2015,2.50,0.78,0.73,0.74 Indore,2016,2.52,0.79,0.74,0.75 Indore,2017,2.54,0.80,0.75,0.76 Indore,2018,2.56,0.81,0.76,0.77 Indore,2019,2.58,0.82,0.77,0.78 Indore,2020,2.60,0.83,0.78,0.79 Indore,2021,2.62,0.84,0.79,0.80 Indore,2022,2.64,0.85,0.80,0.81 Indore,2023,2.66,0.86,0.81,0.82 Bhopal,2015,2.30,0.74,0.69,0.71 Bhopal,2016,2.32,0.75,0.70,0.72 Bhopal,2017,2.34,0.76,0.71,0.73 Bhopal,2018,2.36,0.77,0.72,0.74 Bhopal,2019,2.38,0.78,0.73,0.75 Bhopal,2020,2.40,0.79,0.74,0.76 Bhopal,2021,2.42,0.80,0.75,0.77 Bhopal,2022,2.44,0.81,0.76,0.78 Bhopal,2023,2.46,0.82,0.77,0.79 Patna,2015,2.00,0.68,0.64,0.65 Patna,2016,2.02,0.69,0.65,0.66 Patna,2017,2.04,0.70,0.66,0.67 Patna,2018,2.06,0.71,0.67,0.68 Patna,2019,2.08,0.72,0.68,0.69 Patna,2020,2.10,0.73,0.69,0.70 Patna,2021,2.12,0.74,0.70,0.71 Patna,2022,2.14,0.75,0.71,0.72 Patna,2023,2.16,0.76,0.72,0.73 Ranchi,2015,2.10,0.69,0.65,0.66 Ranchi,2016,2.12,0.70,0.66,0.67 Ranchi,2017,2.14,0.71,0.67,0.68 Ranchi,2018,2.16,0.72,0.68,0.69 Ranchi,2019,2.18,0.73,0.69,0.70 Ranchi,2020,2.20,0.74,0.70,0.71 Ranchi,2021,2.22,0.75,0.71,0.72 Ranchi,2022,2.24,0.76,0.72,0.73 Ranchi,2023,2.26,0.77,0.73,0.74 Raipur,2015,2.20,0.70,0.66,0.67 Raipur,2016,2.22,0.71,0.67,0.68 Raipur,2017,2.24,0.72,0.68,0.69 Raipur,2018,2.26,0.73,0.69,0.70 Raipur,2019,2.28,0.74,0.70,0.71 Raipur,2020,2.30,0.75,0.71,0.72 Raipur,2021,2.32,0.76,0.72,0.73 Raipur,2022,2.34,0.77,0.73,0.74 Raipur,2023,2.36,0.78,0.74,0.75 Chandigarh,2015,2.60,0.85,0.81,0.82 Chandigarh,2016,2.62,0.86,0.82,0.83 Chandigarh,2017,2.64,0.87,0.83,0.84 Chandigarh,2018,2.66,0.88,0.84,0.85 Chandigarh,2019,2.68,0.89,0.85,0.86 Chandigarh,2020,2.70,0.90,0.86,0.87 Chandigarh,2021,2.72,0.91,0.87,0.88 Chandigarh,2022,2.74,0.92,0.88,0.89 Chandigarh,2023,2.76,0.93,0.89,0.90 Amritsar,2015,2.30,0.75,0.71,0.72 Amritsar,2016,2.32,0.76,0.72,0.73 Amritsar,2017,2.34,0.77,0.73,0.74 Amritsar,2018,2.36,0.78,0.74,0.75 Amritsar,2019,2.38,0.79,0.75,0.76 Amritsar,2020,2.40,0.80,0.76,0.77 Amritsar,2021,2.42,0.81,0.77,0.78 Amritsar,2022,2.44,0.82,0.78,0.79 Amritsar,2023,2.46,0.83,0.79,0.80 Surat,2015,2.70,0.79,0.74,0.76 Surat,2016,2.72,0.80,0.75,0.77 Surat,2017,2.74,0.81,0.76,0.78 Surat,2018,2.76,0.82,0.77,0.79 Surat,2019,2.78,0.83,0.78,0.80 Surat,2020,2.80,0.84,0.79,0.81 Surat,2021,2.82,0.85,0.80,0.82 Surat,2022,2.84,0.86,0.81,0.83 Surat,2023,2.86,0.87,0.82,0.84 Vadodara,2015,2.50,0.76,0.72,0.73 Vadodara,2016,2.52,0.77,0.73,0.74 Vadodara,2017,2.54,0.78,0.74,0.75 Vadodara,2018,2.56,0.79,0.75,0.76 Vadodara,2019,2.58,0.80,0.76,0.77 Vadodara,2020,2.60,0.81,0.77,0.78 Vadodara,2021,2.62,0.82,0.78,0.79 Vadodara,2022,2.64,0.83,0.79,0.80 Vadodara,2023,2.66,0.84,0.80,0.81 Nashik,2015,2.40,0.74,0.70,0.72 Nashik,2016,2.42,0.75,0.71,0.73 Nashik,2017,2.44,0.76,0.72,0.74 Nashik,2018,2.46,0.77,0.73,0.75 Nashik,2019,2.48,0.78,0.74,0.76 Nashik,2020,2.50,0.79,0.75,0.77 Nashik,2021,2.52,0.80,0.76,0.78 Nashik,2022,2.54,0.81,0.77,0.79 Nashik,2023,2.56,0.82,0.78,0.80 Faridabad,2015,2.30,0.73,0.69,0.70 Faridabad,2016,2.32,0.74,0.70,0.71 Faridabad,2017,2.34,0.75,0.71,0.72 Faridabad,2018,2.36,0.76,0.72,0.73 Faridabad,2019,2.38,0.77,0.73,0.74 Faridabad,2020,2.40,0.78,0.74,0.75 Faridabad,2021,2.42,0.79,0.75,0.76 Faridabad,2022,2.44,0.80,0.76,0.77 Faridabad,2023,2.46,0.81,0.77,0.78 Meerut,2015,2.20,0.72,0.67,0.69 Meerut,2016,2.22,0.73,0.68,0.70 Meerut,2017,2.24,0.74,0.69,0.71 Meerut,2018,2.26,0.75,0.70,0.72 Meerut,2019,2.28,0.76,0.71,0.73 Meerut,2020,2.30,0.77,0.72,0.74 Meerut,2021,2.32,0.78,0.73,0.75 Meerut,2022,2.34,0.79,0.74,0.76 Meerut,2023,2.36,0.80,0.75,0.77 Rajkot,2015,2.50,0.77,0.72,0.73 Rajkot,2016,2.52,0.78,0.73,0.74 Rajkot,2017,2.54,0.79,0.74,0.75 Rajkot,2018,2.56,0.80,0.75,0.76 Rajkot,2019,2.58,0.81,0.76,0.77 Rajkot,2020,2.60,0.82,0.77,0.78 Rajkot,2021,2.62,0.83,0.78,0.79 Rajkot,2022,2.64,0.84,0.79,0.80 Rajkot,2023,2.66,0.85,0.80,0.81 Varanasi,2015,2.10,0.70,0.66,0.68 Varanasi,2016,2.12,0.71,0.67,0.69 Varanasi,2017,2.14,0.72,0.68,0.70 Varanasi,2018,2.16,0.73,0.69,0.71 Varanasi,2019,2.18,0.74,0.70,0.72 Varanasi,2020,2.20,0.75,0.71,0.73 Varanasi,2021,2.22,0.76,0.72,0.74 Varanasi,2022,2.24,0.77,0.73,0.75 Varanasi,2023,2.26,0.78,0.74,0.76 Madurai,2015,2.30,0.73,0.68,0.70 Madurai,2016,2.32,0.74,0.69,0.71 Madurai,2017,2.34,0.75,0.70,0.72 Madurai,2018,2.36,0.76,0.71,0.73 Madurai,2019,2.38,0.77,0.72,0.74 Madurai,2020,2.40,0.78,0.73,0.75 Madurai,2021,2.42,0.79,0.74,0.76 Madurai,2022,2.44,0.80,0.75,0.77 Madurai,2023,2.46,0.81,0.76,0.78 Coimbatore,2015,2.40,0.75,0.70,0.72 Coimbatore,2016,2.42,0.76,0.71,0.73 Coimbatore,2017,2.44,0.77,0.72,0.74 Coimbatore,2018,2.46,0.78,0.73,0.75 Coimbatore,2019,2.48,0.79,0.74,0.76 Coimbatore,2020,2.50,0.80,0.75,0.77 Coimbatore,2021,2.52,0.81,0.76,0.78 Coimbatore,2022,2.54,0.82,0.77,0.79 Coimbatore,2023,2.56,0.83,0.78,0.80 Jodhpur,2015,2.20,0.72,0.67,0.69 Jodhpur,2016,2.22,0.73,0.68,0.70 Jodhpur,2017,2.24,0.74,0.69,0.71 Jodhpur,2018,2.26,0.75,0.70,0.72 Jodhpur,2019,2.28,0.76,0.71,0.73 Jodhpur,2020,2.30,0.77,0.72,0.74 Jodhpur,2021,2.32,0.78,0.73,0.75 Jodhpur,2022,2.34,0.79,0.74,0.76 Jodhpur,2023,2.36,0.80,0.75,0.77 Gwalior,2015,2.10,0.71,0.66,0.68 Gwalior,2016,2.12,0.72,0.67,0.69 Gwalior,2017,2.14,0.73,0.68,0.70 Gwalior,2018,2.16,0.74,0.69,0.71 Gwalior,2019,2.18,0.75,0.70,0.72 Gwalior,2020,2.20,0.76,0.71,0.73 Gwalior,2021,2.22,0.77,0.72,0.74 Gwalior,2022,2.24,0.78,0.73,0.75 Gwalior,2023,2.26,0.79,0.74,0.76 Agra,2015,2.20,0.70,0.66,0.68 Agra,2016,2.22,0.71,0.67,0.69 Agra,2017,2.24,0.72,0.68,0.70 Agra,2018,2.26,0.73,0.69,0.71 Agra,2019,2.28,0.74,0.70,0.72 Agra,2020,2.30,0.75,0.71,0.73 Agra,2021,2.32,0.76,0.72,0.74 Agra,2022,2.34,0.77,0.73,0.75 Agra,2023,2.36,0.78,0.74,0.76 Hubli,2015,2.30,0.74,0.69,0.70 Hubli,2016,2.32,0.75,0.70,0.71 Hubli,2017,2.34,0.76,0.71,0.72 Hubli,2018,2.36,0.77,0.72,0.73 Hubli,2019,2.38,0.78,0.73,0.74 Hubli,2020,2.40,0.79,0.74,0.75 Hubli,2021,2.42,0.80,0.75,0.76 Hubli,2022,2.44,0.81,0.76,0.77 Hubli,2023,2.46,0.82,0.77,0.78 Jamshedpur,2015,2.20,0.73,0.68,0.70 Jamshedpur,2016,2.22,0.74,0.69,0.71 Jamshedpur,2017,2.24,0.75,0.70,0.72 Jamshedpur,2018,2.26,0.76,0.71,0.73 Jamshedpur,2019,2.28,0.77,0.72,0.74 Jamshedpur,2020,2.30,0.78,0.73,0.75 Jamshedpur,2021,2.32,0.79,0.74,0.76 Jamshedpur,2022,2.34,0.80,0.75,0.77 Jamshedpur,2023,2.36,0.81,0.76,0.78 Kolkata,2015,2.20,0.74,0.70,0.72 Kolkata,2016,2.22,0.75,0.71,0.73 Kolkata,2017,2.24,0.76,0.72,0.74 Kolkata,2018,2.26,0.77,0.73,0.75 Kolkata,2019,2.28,0.78,0.74,0.76 Kolkata,2020,2.30,0.79,0.75,0.77 Kolkata,2021,2.32,0.80,0.76,0.78 Kolkata,2022,2.34,0.81,0.77,0.79 Kolkata,2023,2.36,0.82,0.78,0.80 Vijayawada,2015,2.40,0.77,0.72,0.74 Vijayawada,2016,2.42,0.78,0.73,0.75 Vijayawada,2017,2.44,0.79,0.74,0.76 Vijayawada,2018,2.46,0.80,0.75,0.77 Vijayawada,2019,2.48,0.81,0.76,0.78 Vijayawada,2020,2.50,0.82,0.77,0.79 Vijayawada,2021,2.52,0.83,0.78,0.80 Vijayawada,2022,2.54,0.84,0.79,0.81 Vijayawada,2023,2.56,0.85,0.80,0.82 Visakhapatnam,2015,2.50,0.78,0.73,0.75 Visakhapatnam,2016,2.52,0.79,0.74,0.76 Visakhapatnam,2017,2.54,0.80,0.75,0.77 Visakhapatnam,2018,2.56,0.81,0.76,0.78 Visakhapatnam,2019,2.58,0.82,0.77,0.79 Visakhapatnam,2020,2.60,0.83,0.78,0.80 Visakhapatnam,2021,2.62,0.84,0.79,0.81 Visakhapatnam,2022,2.64,0.85,0.80,0.82 Visakhapatnam,2023,2.66,0.86,0.81,0.83 Ludhiana,2015,2.30,0.75,0.70,0.71 Ludhiana,2016,2.32,0.76,0.71,0.72 Ludhiana,2017,2.34,0.77,0.72,0.73 Ludhiana,2018,2.36,0.78,0.73,0.74 Ludhiana,2019,2.38,0.79,0.74,0.75 Ludhiana,2020,2.40,0.80,0.75,0.76 Ludhiana,2021,2.42,0.81,0.76,0.77 Ludhiana,2022,2.44,0.82,0.77,0.78 Ludhiana,2023,2.46,0.83,0.78,0.79 Thiruvananthapuram,2015,2.50,0.85,0.81,0.83 Thiruvananthapuram,2016,2.52,0.86,0.82,0.84 Thiruvananthapuram,2017,2.54,0.87,0.83,0.85 Thiruvananthapuram,2018,2.56,0.88,0.84,0.86 Thiruvananthapuram,2019,2.58,0.89,0.85,0.87 Thiruvananthapuram,2020,2.60,0.90,0.86,0.88 Thiruvananthapuram,2021,2.62,0.91,0.87,0.89 Thiruvananthapuram,2022,2.64,0.92,0.88,0.90 Thiruvananthapuram,2023,2.66,0.93,0.89,0.91