MachineLearning/hw1/data/AQIDataset.csv

1	City	AQI	Precipitation	GDP	Temperature	Longitude	Latitude	Altitude	PopulationDensity	Coastal	GreenCoverageRate	Incineration(10,000ton)
2	Ngawa Prefecture	23	665.1	271.13	8.2	102.22465	31.89941	2617	11	0	36	23
3	Aksu City	137	80.4	610	12.27671233	80.26338	41.16754	1108	6547	0	33.94	23
4	Alxa League	85	150	322.58	24.2	105.72895	38.85192	1673	1	0	36	23
5	Ngari	28	74.2	37.4	1	80.1058	32.50111	4280	1	0	36	23
6	Anqin City	79	2127.8	1613.2	17.29178082	117.0344315	30.51264572	13	2271	0	45.8	27.48
7	Anyang City	110	672.1	1884.48	15.35068493	114.3500519	36.09685135	71	4735	0	36.28	54.51
8	Anshan City	111	708	2326	11.41232877	122.9843826	41.11525726	49	2534	0	38.25	58.13
9	Macao SAR	44	2000	3358	22	113.54387	22.19874	40	20547	1	41	22
10	Bayannur City	53	188	887.43	3.7	107.38765	40.74321	1042	5093	0	35.12	15.98
11	Bazhong City	58	1198.9	501.34	16.9	106.75476	31.849014	443	2653	0	39.11	15.09
12	Bengbu City	96	910	1253.1	16.01369863	117.3613815	32.93924332	25	2599	0	38.48	29.61
13	Baotou City	45	262.9	3781.93	8.91369863	109.8517075	40.6664238	1065	2130	0	37	52.29
14	Baoji City	111	695	1788.59	14.83424658	107.1383591	34.38228607	567	5352	0	40.61	36.54
15	Baoding City	220	566.9	2757.8	13.25890411	115.5001831	38.85707092	17.2	4565	0	30.96	49.27
16	Baoshan City	56	1000	552	17.39178082	99.16872406	25.11680222	1673	4529	0	31	10.95
17	Beihai City	23	1670	892.1	24.61643836	109.1191711	21.47979736	21	458	1	27.45	24.74
18	Beijing City	296	458.9	22968.6	13.77260274	116.3809433	39.9236145	31.2	1292	0	34	686.67
19	Benxi City	63	900	1160	9.271232877	123.7645035	41.28758621	100	602	0	44.88	31.76
20	Binzhou City	142	564.8	2355.33	14.11643836	118.0217667	37.36781311	9	1110	0	42.92	27.99
21	Haozhou City	59	831	942.6	10.58695652	115.7709	33.879292	39	3693	0	41.32	17.66
22	Cangzhiu City	105	581	3133.38	14.30273973	116.8607712	38.30884171	12	3169	1	42.9	24
23	Qamdo City	31	477.7	136	7.6	97.18152	31.13818	3230	5714	0	7.6	3.5
24	Changde City	69	1550	2709.02	17.93287671	111.6876297	29.03820992	38	2366	0	36.26	26.81
25	Changshu City	51	1615.3	2100	17.27534247	120.75248	31.65437	7	1200	0	42.37	28.61
26	Changzhou City	116	1450.9	5273.15	16.9739726	119.9502869	31.78393364	3	2399	0	42.47	76.48
27	Chaohu City	22	1215	273.1	16.82876712	117.89035	31.62452	13	7708	0	42.93	13.5
28	Chaoyang City	224	450	780	13.72739726	120.4514694	41.57785797	168	1022	0	40.57	33
29	Chaozhou City	106	1685.8	910.1	23.19589041	116.63666	23.667706	18	3503	0	32.16	51.94
30	Chenzhou City	49	1452.1	2012.07	19.67808219	113.0286484	25.80229187	189	1081	0	39.56	21.78
31	Chengdu City	118	873.3	10912.17	18.22191781	104.0817566	30.66105652	485	6116	0	39.84	273.55
32	Chengde City	195	440.5	1342.55	10.08219178	117.9223404	40.96760178	325	89	0	33	30
33	Chizhou City	40	1959.4	530.6	17.30547945	117.48	30.67	18	1199	0	36.51	14.06
34	Chifeng City	91	374	1861.27	8.434246575	118.9498215	42.26798248	587	1754	0	42.2	42.03
35	Chuzhou City	63	1035	1305.7	15.50273973	118.3011627	32.31653214	31	1456	0	47.17	12.57
36	Chuxiong Prefecture	44	900	762.97	14.8	101.52806	25.04553	1777	5574	0	36.15	10.95
37	Dazhou City	86	1086.1	1353.67	18.75205479	107.5003433	31.22469711	306	974	0	29.57	23.12
38	Dali City	39	1768.9	901.07	16.4	100.26763	25.60648	2007	3515	0	37.11	21.5
39	Dalian City	132	601.9	7700	12.40273973	121.6008377	38.91780472	29	2820	1	19.38	122.81
40	Daqing City	61	427.5	2983.5	6.167123288	125.0248566	46.59545136	149	4667	0	43.7	43.64
41	Datong City	82	56.1	1060	7.468493151	113.2963333	40.0971489	1044	9492	0	36	23
42	Dandong City	86	878.5	990.5	10.24520548	124.3814621	40.13518143	5	3237	1	48.39	21.37
43	Dehong Prefecture	49	1766.9	292.3	18.4	98.58489	24.43335	927	110	0	36	10
44	Deyang City	89	711	1605.1	18.13561644	104.3915482	31.13044548	491	2950	0	40.12	18.25
45	Dezhou City	116	547.5	2750	15.0109589	116.2878723	37.45369339	23	1448	0	41.3	30.29
46	Diqing Prefecture	23	824	161.1	13	99.70225	27.81875	3294	17	0	36	23
47	Dongguan City	26	2137.9	6275.06	23.84931507	113.7487717	23.0485363	6	2417	0	36.98	390.43
48	Dongying City	199	684.7	3450	14.82876712	118.4959564	37.46191406	2	617	1	34.61	22.32
49	Erdos City	61	348.3	4226.13	6.2	109.8	39.62	1311	2624	0	36.04	22.4
50	Ezhou City	113	1364.1	730	18.29863014	114.8811874	30.40276718	17	1740	0	36.18	17.85
51	Enshi Prefecture	75	1535	670	16	109.48817	30.2721	490	4942	0	17.12	11.96
52	Erenhot City	57	136.6	100.73	3.4	111.977942	43.65316	963	1471	0	35.53	7.2
53	Foshan City	23	2055.2	8003.92	23.77260274	113.1145172	23.03487778	5	2469	0	43.73	93.84
54	Fuzhou City	37	1775.2	5618.1	21.41232877	119.2978134	26.07859039	10	2322	1	41.09	105.9
55	Fushun City	67	760	1236	7.48630137	123.9295578	41.84786606	83	2069	0	33.96	38.22
56	Fuzhou City(Jiangxi)	42	1700	1105.14	19.54931507	116.35	28	45	6648	0	39.78	22.34
57	Fuxin city	141	480	530	9.308219178	121.6488037	42.00795364	146	1741	0	34.24	29.2
58	Fuyang City(Anhui)	44	910	1267.4	17.80958904	115.8097305	32.90220642	33	2290	0	29.26	25.23
59	Fuyang City(Zhejiang)	80	2137.7	643.6	16.0890411	119.96007	30.04869	21	360	0	36	29
60	Garze Prefecture	17	920	217.57	13.5	101.96231	30.04952	2552	8	0	36	23
61	Ganzhou City	32	1469	1973.87	20.96712329	114.9336777	25.85288239	109	8047	0	37.14	37.63
62	Kaohsiung City	68	1738	4095.28	24.2	120.301435	22.62727	9	941	1	44	136.24
63	Guang'an City	64	1071.2	1005.6	18.29589041	106.63175	30.474428	302	2106	0	39.49	14.34
64	Guangyuan City	46	892.8	605.43	17.27671233	105.8317032	32.44396973	488	2064	0	37.15	18.66
65	Guangzhou City	20	2478.1	18100.41	23.60547945	113.2614288	23.11891174	18	5940	1	18.78	455.84
66	Guiyang City	36	1433.2	2891.16	19.07945205	106.7113724	26.57687378	1277	2163	0	38.57	111.88
67	Guilin City	61	1901	1942.97	20.24520548	110.2866821	25.28188324	154	1535	0	43.63	38.42
68	Harbin City	102	423.1	5751.2	5.836986301	126.6433411	45.74149323	118	11366	0	43.7	143.26
69	Haikou City	22	1674.3	1161.28	26.09041096	110.3465118	20.03179359	15	2916	1	43.36	78.19
70	Haimen City	45	581	915.2	16.53972603	121.18161	31.87117	5	4900	1	41.23	9.06
71	Handan City	113	458	3080	15.28356164	114.4729538	36.60151672	55	780	0	32	49
72	Hangzhou City	103	2137.7	10053.58	17.90547945	120.1592484	30.26599503	19	3527	0	42.62	351.98
73	Hefei City	99	1224.9	5660.3	17.125	117.2757034	31.86325455	38	3357	0	36.66	122.05
74	Heyuan City	16	1700	810.08	22.77260274	114.6938171	23.73484039	34	8950	0	30.7	21.34
75	Heze City	88	831	2400.96	15.62054795	115.4457626	35.24853897	54	1762	0	44.68	40.15
76	Hebi City	85	534	713.23	14.30684932	114.1546707	35.94008255	89	3602	0	38.69	15.96
77	Hengshui City	142	547	1139	14.65479452	115.7081909	37.72782135	24	503	0	30	27
78	Hengyang City	66	142	2601.57	19.37945205	112.5993576	26.90055466	82	8360	0	45.11	43.82
79	Honghe Prefecture	75	1893	1222	18.1	103.374575	23.36225	1304	137	0	36	23
80	Hohhot City	49	361.2	3090.52	6	111.6632996	40.82094193	1072	177	0	36	23
81	Hulunbeier City	42	250	1595.96	0	119.77	49.22	612	10	0	33	22
82	Huludao City	181	878	720	10.55342466	120.83	40.72	17	883	1	29.84	25.25
83	Huzhou City	74	1450	2084.3	17.14520548	120.0971298	30.86603928	3	1408	0	42.5	45.77
84	Hualien County	24	1268	417	23	121.6015714	23.9871589	16	72	1	46	24
85	Huai'an City	101	878	2745.09	13.6	119.14111	33.502789	13	6461	0	40.14	43.26
86	Huaibei City	97	910	760.4	16.19726027	116.7874985	33.9704895	32	3883	0	43.94	21.75
87	Huainan City	73	910	770.6	17.13150685	117.0207291	32.6166954	52	2213	0	38.88	32.1
88	Huanggang City	106	1550	1589.24	17.80273973	114.87	30.45	49	5996	0	40.16	18.76
89	Huangshan mountain Scenic Spot	88	440	544.7	8.3	118.1299	30.13242	710	90	0	33	23
90	Huangshan City	29	1469	544.7	17.73150685	118.3090668	29.72084427	122	833	0	33.91	12.61
91	Huangshi City	105	2137	1235	18.05616438	115.0749893	30.21379852	21	3698	0	39.65	29.2
92	Huizhou City	18	1670	3140.03	23.98219178	114.3924026	23.08795738	21	1372	1	40.03	95.29
93	Keelung City	13	1775	514	21	121.7391833	25.1276033	10	2802	1	41	24
94	Ji'an City	40	1035	1328.52	18.32191781	114.9704285	27.1062088	53	1898	0	31.9	16.65
95	Jilin City	71	308	2455.2	7.176712329	126.5668182	43.88667679	202	2559	0	19.45	33.83
96	Jimo City	61	1670	1110	14.21506849	120.44716	36.389401	22	913	1	44.57	25.02
97	Jinan City	107	713.7	6130.68	15.58356164	117.0056	36.6670723	148	2504	0	50.82	137.28
98	Jining City	83	831	4013.12	13.85616438	116.576561	35.40924072	39	1583	0	44.92	49.05
99	Jiyuan City	140	480	494.41	14.6	112.601918	35.067243	146	6108	0	40.4	18.96
100	Jiaxing City	97	574	3517.06	17.26986301	120.7536316	30.77111435	4	3742	1	37.83	33.39
101	Chiayi County	51	1775	578	22.6	120.2554615	23.4518428	2	273	1	46	24
102	Jiayuguan City	75	267	195	7.2	98.27471161	39.80265427	1656	1826	0	39.5	7.3
103	Jiangmen City	46	1966	2240.02	23.90136986	113.0847473	22.59119034	6	2032	0	40.42	45.67
104	Jiangyin City	82	581	2880.86	17.05890411	120.284938	31.920658	9	1865	1	42.98	18.15
105	Jiaonan City	85	878	981.15	10.94246575	120.18	35.97	6	90	1	44	24
106	Jiaozhou City	54	1742	981.2	14.39315068	120.006202	36.285877	10	832	1	39.44	18.94
107	Jiaozuo City	199	689	1943.37	16.51506849	113.2217865	35.24735641	100	5564	0	35.39	27.88
108	Jieyang city	62	1775	1890.01	21.4	116.34977	23.542976	4	2095	0	40.11	33.49
109	Jinchang City	108	480	224.5	10.7	102.1657486	38.49519348	1526	3702	0	36.29	9.2
110	Jinhua City	59	1638	3406.5	18.80410959	119.6522064	29.11081696	43	1720	0	36.06	45.72
111	Kinmen County	35	1775	152.91	21	118.3285644	24.3487792	-12	914	1	46	22
112	Jintan City	106	1742	471.48	16.86986301	119.597896	31.723247	7	567	0	32	14
113	Jinzhou City	202	547	1357.5	12.18630137	121.1333694	41.11112595	23	309	1	44	25
114	Jincheng City	102	592	1040.2	13.04383562	112.84272	35.50651169	703	244	0	33	17
115	Jinzhong City	110	440	1046.12	11.93424658	112.75	37.68	811	203	0	33	23
116	Jingmen City	110	534	1388.46	16.70273973	112.2002106	31.03021622	87	1995	0	32.37	14.86
117	Jingzhou City	100	1550	1590.5	17.50547945	112.23	30.33	34	9389	0	37.3	23.51
118	Jingdezhen City	48	1700	772.06	19.07123288	117.1179428	29.19516754	35	2522	0	41.11	14.78
119	Jiujiang City	47	1550	1902.68	17.92191781	115.984581	29.72321129	41	6055	0	41.22	21.57
120	Jurong City	65	1200	468.5	16.54109589	119.168695	31.944998	24	1804	0	40.38	7.37
121	Kaifeng City	65	1450	1604.84	15.99863014	114.3461685	34.7851944	76	5601	0	38.69	31.62
122	Karamay City	74	267	670.1	8.6	84.86360931	45.59651184	354	5185	0	43.05	16.57
123	Kunming City	62	1189.5	3970	16.72054795	102.704567	25.04384422	1930	2170	0	40.64	158.76
124	Kunshan City	55	1615	3080	17.51369863	120.980736	31.385597	7	2893	0	43.75	69.25
125	Lhasa City	33	377.4	389.46	10.06027397	91.17211	29.652491	3660	1422	0	36.14	23.76
126	Laiwu City	138	450	755	14.53013699	117.66173	36.205116	197	1003	0	44.94	22.12
127	Laixi City	118	672	526.02	13.60136986	120.51769	36.889084	70	729	0	41.98	15.51
128	Laizhou City	106	708	717	14.73150685	119.942275	37.177129	48	1018	1	42.76	22.84
129	Lanzhou City	75	267	2095.99	12.33972603	103.7500534	36.06803894	1525	7540	0	25.8	98.36
130	Langfang City	181	1742	2056	13.83287671	116.6898575	39.51511002	18	721	0	36	27
131	Leshan City	87	1066.8	1301.2	19.2890411	103.7514038	29.56822395	355	1981	0	33.12	18.99
132	Lijiang City	26	665	290	14.42739726	100.2342529	26.87666512	2384	6538	0	40.63	13.79
133	Lishui City	32	1229	1102.34	19.87260274	119.9165573	28.44883728	74	1296	0	40.97	16.1
134	Liyang City	99	1615	738.15	16.99178082	119.48421	31.416911	7	1896	0	43.08	7.18
135	Lianyungang City	65	878	2160.64	14.17671233	119.1668015	34.60517883	4	1463	1	40.92	36.25
136	Liangshan Prefecture	31	1433	1314.72	15.3	102.267712	27.88157	1523	75	0	36	23
137	Liaoyang City	62	601	1025	10.46164384	123.1617432	41.26513672	27	391	0	33	31
138	Liaocheng City	120	458	2663.62	14.74931507	115.9884262	36.44943237	37	2088	0	38.81	40.74
139	Nyingchi City	35	617	105	3	94.36149	29.649128	2994	1905	0	36.07	1.53
140	Lin'an City	86	1224	466.28	17.04520548	119.724733	30.233873	39	1114	0	36.79	12.77
141	Lincang City	48	1000	502.1	19.20410959	100.0878067	23.8799305	1493	5543	0	39	6.36
142	Linfen City	76	1535	1161.1	15.19589041	111.5141678	36.08282471	450	215	0	33	14
143	Linyi City	157	672	3763.2	15.19452055	118.3379593	35.06945038	68	1633	1	44.93	86.2
144	Liuzhou City	41	1229	2298.62	21.88493151	109.4028091	24.31040573	91	3517	0	42.95	49.83
145	Lu'an City	70	308	1143.4	13.77260274	116.4927902	31.75352287	75	3600	0	44.5	19.28
146	Longyan City	19	1469	1738.45	21.83013699	117.0303879	25.10970306	329	2089	0	43.21	23.84
147	Loudi City	76	142	1291.38	18.14931507	111.9938965	27.74133492	120	7814	0	37.51	14.5
148	Luzhou City	106	1290.6	1353.4	19.07123288	105.4378433	28.88199425	262	2926	0	39.89	28.64
149	Luoyang City	110	602.3	3508.75	15.5109589	112.4247971	34.66804123	147	7278	0	32.41	71.39
150	Luohe City	85	831	992.85	15.70410959	114.0410919	33.57250977	62	5283	0	34.39	22
151	Lvliang City	64	1071	955.8	11.66575342	111.13	37.52	951	181	0	33	23
152	Ma’anshan City	89	2137	1365.3	17.05068493	118.4807129	31.72492409	19	4105	0	40.05	22.91
153	Maoming City	26	1638	2445.6	24.59726027	110.8888474	21.67071724	30	4263	1	24.75	22.12
154	Meishan City	110	990.2	1029.86	18.92191781	103.83146	30.050497	415	1711	0	35.09	26.17
155	Meizhou City	12	1229	955.09	22.7739726	116.1079407	24.31450081	87	1191	0	38.93	21.57
156	Mianyang City	88	717.6	1700.33	18.31232877	104.7485504	31.45634842	473	2673	0	38.7	34.24
157	Miaoli County	25	1700	623	22	120.8214265	24.560159	60	310	1	46	22
158	Mudanjiang City	48	361	1186.3	5.952054795	129.5984955	44.58392334	234	68	0	33	29
159	Nagqu Prefecture	47	262	95.9	-2.5	92.051239	31.476202	4505	1	0	36	23
160	Nanchang City	61	2207.3	4000.01	19.2109589	115.8999176	28.67599106	16	7536	0	44.09	63.69
161	Nanchong City	91	1093.8	1516.2	19.20410959	106.0816269	30.79582214	338	2619	0	43.1	36.95
162	Nanjing City	97	1768.9	9720.77	16.77260274	118.7727814	32.04761505	13	1462	0	38.5	238.68
163	Nanning City	28	1229.4	3410.09	23.14109589	108.3117676	22.80654335	79	3411	0	36.76	107.44
164	Nanping City	12	1229	1339.51	21.07671233	118.1691208	26.64484215	87	1769	0	42.73	12.37
165	Nantong City	55	684	6148.4	16.48767123	120.8555679	32.01506805	2	4082	1	42.97	59.88
166	Nantou Ccounty	64	1893	590	19	120.9718638	23.9609981	446	124	1	44	22
167	Nanyang City	111	602	2875.02	16.27671233	112.5375137	32.99901962	130	2506	0	36.08	49.25
168	Neijiang City	89	1128	1198.58	18.93561644	105.0534363	29.57756805	335	2307	0	35.43	16.43
169	Ningbo City	51	1651	8011.5	18.1630137	121.5412827	29.87066841	10	2444	1	39.16	111
170	Nujiang Prefecture	19	617	113.45	11	98.865859	25.777128	791	36	0	36	23
171	Panzhihua City	41	1053.4	925.18	21.85068493	101.6984177	26.55479813	1156	2102	0	39.8	17.91
172	Panjin City	119	878	1267.9	10.42465753	122.0476303	41.18847656	5	352	1	29	24
173	Penglai City	78	581	471.3	13.72191781	120.758848	37.810661	18	1115	1	42.08	7.3
174	Penghu County	24	1670	136	23.4	119.5793157	23.5711899	21	807	1	41	24
175	Pingdingshan City	103	689	1705.78	16.09589041	113.3001938	33.74362946	124	3620	0	36.68	30.3
176	Pingdu City	69	708	779.3	13.92054795	119.98842	36.776357	52	660	1	44.05	36.67
177	Pingtung County	51	1966	946	25	120.5487597	22.5519759	17	302	1	46	24
178	Pingxiang city	55	900	912.39	14.45068493	113.841423	27.63298988	96	5258	0	40.04	15.84
179	Putian City	31	1775	1655.16	21.90273973	119.0103226	25.43813705	15	2570	1	41.87	42.57
180	Puyang City	77	458	1333.64	14.71643836	115.0149536	35.70189667	55	3384	0	38.4	21.9
181	Pu'er City	32	477	120.03	20.63561644	100.9752121	22.79548073	1330	58	0	36	7.95
182	Qiqihar City	52	136	1270	3.2	123.9592667	47.34136963	149	125	0	33	31
183	Qianjiang Country	90	1200	557	16.1	112.899762	30.402167	32	1333	0	36.61	12.78
184	Qinhuangdao City	163	878	1250.44	11.19041096	119.5982971	39.92430878	4	412	1	29	25
185	Qingdao City	65	720	9300.07	14.21369863	120.3581696	36.13386154	6	1723	1	42.9	184.97
186	Qingyang County	23	617	79.95	16.1	117.80361	30.47926	772	225	0	36	14
187	Qingyuan City	22	878	1285	20.7	113.0212631	23.71959686	14	1940	0	35	30.65
188	Quzhou City	45	1035	1146.2	17.3	118.8691788	28.9584446	61	1790	0	41.11	27.23
189	Qujing City	41	1768	1630.3	16.22876712	103.7947006	25.49616623	1847	8719	0	36.18	19.05
190	Quanzhou City	18	1775	6137.74	22.26438356	118.5896378	24.91591835	3	2410	1	44.42	51.4
191	Shigatse City	25	377	168	6.3	88.880583	29.266869	3844	2700	0	76.49	4.13
192	Rizhao City	129	831	1670.8	14.45205479	119.4515533	35.42756271	37	1674	1	45.74	25.54
193	Rongcheng City	35	1742	1022.3	13.30684932	122.486657	37.16516	17	771	1	46	15.24
194	Rushan City	47	601	477.18	13.16986301	121.539764	36.919816	27	1345	1	46.49	6.43
195	Sanmenxia City	180	1093	1260.55	15.29178082	111.1952591	34.78076935	377	7134	0	36.3	15.86
196	Sanming City	13	1469	1713.05	21.2260274	117.6012268	26.22301292	204	1011	0	43.13	11.45
197	Sanya City	21	1268	435.02	27.44794521	109.5078201	18.23404312	7	1946	1	42.9	45.77
198	Xiamen City	54	1775.2	3466.01	22.39315068	118.0875168	24.45743561	2	9685	1	41.36	161.56
199	Lhoka Prefecture	35	617	115	7.4	91.773134	29.237137	3572	4	0	36	23
200	Shantou City	50	1738	1850.01	23.70547945	116.6837997	23.36269188	8	4168	1	58.11	78.76
201	Shanwei City	59	1775	780	22	115.3640137	22.77868652	8	825	1	35.42	9.13
202	Shangqiu City	65	831	1803.93	15.05479452	115.6471863	34.44358444	50	9364	0	36.06	28.17
203	Shanghai Municipality	46	1651.5	24964.99	17.91643836	121.4692688	31.23817635	16	3804	1	34	613.85
204	Shangrao City	30	1229	1650.81	18.99726027	117.9634018	28.45326614	79	7649	0	46.46	27.76
205	Shaoguan City	12	1700	1149.98	21.3109589	113.6053925	24.80877686	57	454	0	41.6	21.76
206	Shaoyang city	77	142	1387	17.90410959	111.4773788	27.25023651	222	9112	0	35.1	17.42
207	Shaoxing City	104	2127	3366.7	18.11506849	120.5739288	30.01093102	12	2935	0	48.33	82.02
208	Shenzhen City	37	1966	17502.99	24.4109589	114.110672	22.55639648	1	5697	1	34.56	574.83
209	Shennongjia Forestry District	50	900	22.5	12	110.680447	31.743483	887	24	0	36	23
210	Shenyang City	90	573.6	7280	9.183561644	123.4116821	41.7966156	51	640	0	36	31
211	Shiyan City	69	760	1300	16.49452055	110.7827988	32.65213013	290	1376	0	29.72	38.7
212	Shijiazhuang City	182	534.5	5440.6	14.8739726	114.4897766	38.04512787	80.5	681	0	36	31
213	Shizuishan City	85	480	482.4	8.4	106.3820572	39.02428055	1102	4096	0	40.64	21.77
214	Shouguang City	127	547	806.9	14.84657534	118.790739	36.85576	23	1043	1	44	12.6
215	Shuozhou City	96	440	910	8.663013699	112.4232712	39.31313324	1087	165	0	33	23
216	Suzhou City(Jiangsu)	73	2055	14504.07	17.46986301	120.6187286	31.31645203	6	1251	0	34	214.33
217	Suizhou City	106	672	785	16.28356164	113.36982	31.715105	71	1843	0	38.44	21.29
218	Suining City	95	1127.1	915.81	18.46849315	105.5697098	30.50339317	280	2256	0	33.64	60.91
219	Taipei City	63	1775	5412.65	22.4	121.5654177	25.0329694	11	9952	1	41	351.93
220	Taitung County	15	2383	254	22	121.0713702	22.7972447	143	63	1	44	22
221	Tainan City	55	1638	2378.27	23.8	120.2270277	22.9997281	28	860	1	45	127.33
222	Taichung City	30	2383	3774.95	22.5	120.6736482	24.1477358	90	1240	1	44	106
223	Taizhou City	55	581	3558.13	16.8	121.43	28.68	14	1378	1	38.55	77.81
224	Taicang City	47	1742	625.64	17	121.13055	31.457735	4	581	0	33	14
225	Taiyuan City	138	401.5	2735.34	11.8890411	112.5693512	37.87111282	788	618	0	36	23
226	Tai'an City	151	537	3240	9.952054795	117.1241074	36.1871109	167	1658	0	36.64	31.71
227	Taizhou City	70	1742	3655.53	18.89863014	119.91124	32.495872	8	801	0	36	29
228	Tangshan City	166	547	6225.3	12.55890411	118.2017288	39.62533951	25.9	591	1	34	24
229	Taoyuan City	21	2383	2990.09	22.6	121.3009798	24.9936281	111	1727	1	44	93.75
230	Tianjin Municipality	121	574.4	16538.19	14.89863014	117.2034988	39.13111877	3.3	1298	1	34	421.66
231	Tianmen City	62	1200	440	16.1	113.165862	30.653061	27	928	0	37.87	16.43
232	Tieling City	79	708	745	9.460273973	123.844429	42.29558182	57	205	0	33	31
233	Tongliao City	82	440	1877.27	8.561643836	122.2603302	43.61156082	177	52	0	36	31
234	Tongchuan city	98	480	324.54	12.88082192	109.0572815	35.07545853	717	7336	0	43.49	13.63
235	Tongling City	58	1584	721.3	17.45616438	117.813179	30.92524719	26	2632	0	44.86	10.74
236	Wafangdian City	122	592	935.9	11.26438356	121.979603	39.627114	120	270	1	44	33
237	Weihai City	49	1670	3001.57	13.90821918	122.1116867	37.50076294	22	1473	1	41.1	41.35
238	Weifang City	146	288.3	5100	14.74931507	119.1068497	36.7040863	31	1082	0	42.04	47.43
239	Weinan City	117	537	1469.08	15.60410959	109.5008392	34.50152588	355	2022	0	38.69	20.39
240	Wenzhou City	50	1742	4619.84	19.61506849	120.6502914	28.01647568	9	774	1	41	24
241	Wendeng City	41	708	829.7	13.39726027	122.057988	37.193882	45	360	1	46	25
242	Wenshan Prefecture	60	1000	190.1	17.5	104.23251	23.386305	1259	5216	0	23.68	10.33
243	Wuhai City	113	480	258.92	10.5	106.8148727	39.67420197	1092	317	0	36	23
244	Urumqi City	170	408.9	2680	9.1	87.60611725	43.79093933	836	2123	0	40.3	138.55
245	Wuxi City	69	2055	8518.26	18.25616438	120.2991333	31.57723045	5	1360	0	36	198.34
246	Wuhu City	56	1742	2457.3	17.33104396	118.3598328	31.33449554	8	610	0	36	27
247	Wujiang City	55	1742	1540	17.54246575	120.645158	31.138677	7	652	0	36	28
248	Wuhan City	128	1427.5	10905.06	17.15068493	114.2919388	30.56751442	15	4413	0	41.99	330.68
249	Xi’an city	113	558	5810.03	15.48493151	108.949028	34.26168442	385	7820	0	42.62	332.34
250	Xining City	72	308.2	1131.62	7.283561644	101.7874527	36.60944748	2263	3388	0	38.92	55.8
251	Sipsongpanna Prefecture	69	1893.7	335.9	20	100.79715	22.00881	555	59	0	36	23
252	Xilin Gol League	18	250	1002.6	1.5	116.0482221	43.933454	987	5	0	33	22
253	Xiantao city	78	1200	590	16.3	113.423482	30.360882	30	1667	0	22.79	18.89
254	Xianning City	85	1584.2	1035	17.62739726	114.2687378	29.89432716	28	2493	0	21.57	15.26
255	Xianyang City	127	537	2155.91	14.07260274	108.7101288	34.33721542	383	2007	0	40.27	30.96
256	HongKong SAR	37	2383	17900	22.8	114.109497	22.396428	321	25900	1	37	594.48
257	Shangri-la City	24	617.6	100.9	5.5	99.7	27.83	3459	2034	0	8.67	4.64
258	Xiangtan City	67	142	1703.1	18.51232877	112.9150238	27.87335014	68	4851	0	36.23	30.42
259	Xiangyang City	118	672	3400	15.1	112.122426	32.009016	70	3099	0	41.18	34.33
260	Xiaogan City	101	1200	1460	16	113.9113312	30.92845535	24	5553	0	34.45	16.4
261	Xinzhou City	65	1450	680	10.50684932	112.7315521	38.39920807	790	125	0	33	23
262	New Taipei City	16	1775	5470.33	22	121.4627868	25.0169826	15	1935	1	41	24
263	Xinyu City	47	1700	946.8	18.7739726	114.9293823	27.80654716	63	2041	0	46.71	16.1
264	Hsinchu City	21	1700	686	22.2	120.9674798	24.8138287	25	4199	1	46	24
265	Hsinchu County	22	1700	714	22.2	121.0177246	24.8387226	30	380	1	46	24
266	Xinyang City	106	537	1877.75	16.60821918	114.0677185	32.13063049	106	2065	0	39.9	27.11
267	Xingtai City	175	534	1668.1	14.86712329	114.4950867	37.0655899	76.8	586	0	36	27
268	Hinggan League	36	1469	502.31	5	122.037657	46.082462	274	27	0	33	29
269	Suqian City	82	831	2126.19	15.65890411	118.29706	33.958302	30	582	0	36	27
270	Suzhou City(Anhui)	87	910	1235.8	16.21917808	116.9701538	33.6401329	28	566	0	33	29
271	Xuzhou City	116	831.6	5319.88	15.50547945	117.1856079	34.26752853	36	770	0	36	31
272	Xuchang City	82	672	2170.6	15.28767123	113.8215866	34.02685928	71	5196	0	38.05	23.33
273	Xuancheng City	54	1742	971.5	17.07808219	118.75	30.95	15	210	0	33	14
274	Yaan City	81	1388.6	517.72	17.98356164	102.9826965	29.98229408	580	1346	0	40.8	15.19
275	Yantai City	89	574	6446.08	13.8	121.3799362	37.53561401	4	1962	1	44.38	119.91
276	Yanan City	108	510.4	1198.63	10.89041096	109.471283	36.59387207	1070	6300	0	40.78	13.21
277	Yancheng City	88	684	4212.5	15.73561644	120.1351776	33.38982773	1	496	1	44	24
278	Yangzhou City	97	1742	4016.84	16.32876712	119.4368362	32.39188766	12	676	0	36	31
279	Yangjiang City	24	1966	1256	23.78082192	111.9578934	21.84523392	4	1180	1	44.71	22.82
280	Yangquan City	102	480	598.85	11.8260274	113.5742569	37.86065674	672	314	0	33	23
281	Yibin City	69	866.3	1529.9	19.68767123	104.6168671	28.77025604	321	707	0	38.22	29.21
282	Yichang City	104	1651.5	3384.8	16.84931507	111.2852707	30.70395279	59	1709	0	39.91	31.43
283	Yichun City	36	1469	1621.02	17.2	114.3746109	27.79557419	96	6517	0	50.56	16.75
284	Yilan County	21	1268	565	25	121.7377502	24.7021073	13	214	1	41	24
285	Yixing City	57	1200	1320	16.54520548	119.823308	31.340637	34	530	0	33	14
286	Yiwu City	78	672	1046	17	120.07514	29.306756	73	669	0	33	14
287	Yiyang City	66	866	1354.41	15.28630137	112.3340683	28.60197067	81	5632	0	39.47	17.19
288	Yinchuan City	81	227	1480.73	11.31643836	106.2719421	38.46800995	1111	799	0	40.89	51.93
289	Yingtan City	41	1700	639.26	19.19452055	117.0302811	28.2455864	40	325	0	36	14
290	Yingkou City	88	878	1500	10.53424658	122.2241516	40.66835022	5	492	1	44	24
291	Yongzhou City	59	1901	1418.18	19.13835616	111.6121979	26.2112999	103	5372	0	43.34	18.85
292	Yuxi City	46	892	1245.7	17.5260274	102.5332336	24.35497284	1625	3397	0	42.21	10.86
293	Yueyang City	77	1638.4	2886.28	18.23972603	113.0980682	29.37461853	37	4581	0	35.3	29.28
294	Yunfu City	15	1469	710.07	21.5	112.03999	22.933193	150	3118	0	34.84	10.76
295	Yunlin County	48	1700	715	22	120.4313373	23.7092033	28	542	1	46	24
296	Yuncheng City	119	592.4	1173.54	15.21780822	110.9911499	35.01391602	370	374	0	33	30
297	Zaozhuang City	148	534	2030	15.24657534	117.556282	34.87264633	89	2784	0	44.92	46.25
298	Zhanjiang City	29	1674	2450	24.49452055	110.3992233	21.19499779	17	7718	1	40.5	37.63
299	Zhangjiagang City	73	581	2229.82	17.13287671	120.556005	31.875572	7	1152	1	44	24
300	Zhangjiajie City	64	1071	447.7	18.45890411	110.47	29.13	164	1632	0	41.66	12.43
301	Zhangjiakou City	103	440	1363.54	9.624657534	114.8787766	40.81744003	716	120	0	33	23
302	Zhangqiu City	103	401	870.8	15.00273973	117.526228	36.681259	143	737	0	33	29
303	Changhua County	38	1775	1356	22.6	120.5161352	24.0517963	14	1200	1	46	24
304	Zhangzhou City	59	1670	2767.45	23.28493151	117.6530914	24.51816368	19	388	1	45	24
305	Changchun City	106	530.5	5530.03	7.157534247	125.3154297	43.89256287	219	382	0	36	31
306	Changsha City	76	1638.4	8510.13	18.50547945	112.9812698	28.20082474	63	2831	0	37.6	203.04
307	Changzhi City	91	592	1137.1	11.65342466	113.1055679	36.18191147	931	247	0	33	23
308	Zhaoyuan City	117	480	639.84	11.5	120.434071	37.355469	85	1464	1	43.04	6.86
309	Shaotong City	27	665	709.2	13.94657534	103.7149277	27.34227943	1932	4949	0	24.05	14.6
310	Zhaoqing City	34	2137	1970.01	23.75616438	112.4514084	23.05788231	17	1507	0	39.64	27.76
311	Zhenjiang City	82	1224	3502.48	16.74931507	119.4442978	32.20589828	23	827	0	36	31
312	Zhengzhou City	152	689.2	7315.19	15.98219178	113.6500473	34.7570343	110	15055	0	41.87	206.96
313	Zhongshan City	45	1966	3010.03	24.05616438	113.3714523	22.52685356	13	2809	1	44.71	24.97
314	Chongqing Municipality	66	1450.9	15719.72	19.7260274	106.5103378	29.55817604	238	1904	0	40.3	440.03
315	Zhoushan City	25	1450	1094.7	17.66575342	122.1016083	30.02004242	3	800	1	46	24
316	Zhoukou City	88	910	2082.38	16.81369863	114.6372528	33.62804031	49	3808	0	42.46	14.86
317	Zhuhai City	41	1966	2024.98	24.31369863	113.5682602	22.27258873	7	2472	1	45.1	81.5
318	Zhuzhou City	52	1638	2335.11	18.75479452	113.1520615	27.85422325	46	1287	0	34.7	38.19
319	Zhuji City	104	1742	1026.78	17.8260274	120.246863	29.708692	16	501	0	36	29
320	Zhumadian City	79	1388	1807.09	15.94657534	114.0356903	32.97904205	84	2539	0	39.46	18.86
321	Ziyang City	86	807.8	1270.4	16.18219178	104.65019	30.122671	367	1787	0	38.67	18.28
322	Zibo City	116	288	4130.2	14.57671233	118.0560532	36.7935791	38	782	0	36	31
323	Zigong City	118	994.8	1143.11	19.43287671	104.7763519	29.36772156	311	1557	0	40.2	35.47
324	Zunyi City	60	1000	2168.34	16.99178082	106.9293976	27.69538689	865	3581	0	44.06	34.51