Lebanon

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Lebanon

Area of Lebanon	10,216.1 km²
Population	5.7 million
Male Population	2,928,302 (51%)
Female Population	2,811,751 (49%)
Population change from 1975 to 2015	+128.4%
Population change from 2000 to 2015	+81.1%
Median Age	28.2 years old
Male Median Age	29.6 years old
Female Median Age	26.8 years old
Timezone	Eastern European Standard Time

Lebanon, officially known as the Lebanese Republic, is a country in Western Asia. Source: Wikipedia

COVID-19 Data for Lebanon

Last Updated: February 27, 2021

372,792
Total Cases

4,652
Total Deaths

288,505
Total Recovered

Total Coronavirus (COVID-19) Cases in Lebanon

Total Coronavirus (COVID-19) Deaths in Lebanon

Total Cases per 10M population	649,458
Deaths per 10M population	8,104
Total Cases per 1M population	64,946
Deaths per 1M population	810

New Coronavirus (COVID-19) Cases / Deaths in Lebanon

Date	Total Cases	New Cases	Total Deaths	New Deaths
2/27/21	372,792	+3,100	4,652	+42
2/26/21	369,692	+3,373	4,610	+50
2/25/21	366,319	+3,469	4,560	+52
2/24/21	362,850	+3,513	4,508	+62
2/23/21	359,337	+2,723	4,446	+59
2/22/21	356,614	+1,541	4,387	+47
2/21/21	355,073	+1,702	4,340	+43
2/20/21	353,371	+2,306	4,297	+40
2/19/21	351,065	+2,255	4,257	+51
2/18/21	348,810	+2,730	4,206	+54
2/17/21	346,080	+2,479	4,152	+60
2/16/21	343,601	+2,733	4,092	+55
2/15/21	340,868	+1,739	4,037	+44
2/14/21	339,129	+2,130	3,993	+32
2/13/21	336,999	+2,906	3,961	+46
2/12/21	334,093	+2,934	3,915	+49
2/11/21	331,159	+3,136	3,866	+63
2/10/21	328,023	+3,157	3,803	+66
2/9/21	324,866	+2,886	3,737	+60
2/8/21	321,980	+2,063	3,677	+61
2/7/21	319,917	+2,081	3,616	+54
2/6/21	317,836	+2,496	3,562	+67
2/5/21	315,340	+3,071	3,495	+98
2/4/21	312,269	+3,107	3,397	+82
2/3/21	309,162	+3,320	3,315	+89
2/2/21	305,842	+2,770	3,226	+81
2/1/21	303,072	+2,020	3,145	+63
1/31/21	301,052	+2,139	3,082	+51
1/30/21	298,913	+2,631	3,031	+351
1/29/21	296,282	+3,125	2,680	+59
1/28/21	293,157	+3,497	2,621	+68
1/27/21	289,660	+3,906	2,553	+76
1/26/21	285,754	+3,505	2,477	+103
1/25/21	282,249	+2,652	2,374	+54
1/24/21	279,597	+3,010	2,320	+50
1/23/21	276,587	+4,126	2,270	+62
1/22/21	272,461	+3,220	2,208	+57
1/21/21	269,241	+4,594	2,151	+67
1/20/21	264,647	+4,332	2,084	+64
1/19/21	260,315	+4,359	2,020	+61
1/18/21	255,956	+3,144	1,959	+53
1/17/21	252,812	+3,654	1,906	+40
1/16/21	249,158	+5,872	1,866	+41
1/15/21	243,286	+6,154	1,825	+44
1/14/21	237,132	+5,196	1,781	+41
1/13/21	231,936	+4,988	1,740	+35
1/12/21	226,948	+4,557	1,705	+76
1/11/21	222,391	+3,095	1,629	+23
1/10/21	219,296	+3,743	1,606	+16
1/9/21	215,553	+5,414	1,590	+20
1/8/21	210,139	+5,440	1,570	+4
1/7/21	204,699	+4,774	1,566	+16
1/6/21	199,925	+4,166	1,550	+21
1/5/21	195,759	+3,620	1,529	+17
1/4/21	192,139	+2,861	1,512	+13
1/3/21	189,278	+2,870	1,499	+10
1/2/21	186,408	+2,520	1,489	+10
1/1/21	183,888	+2,385	1,479	+11
12/31/20	181,503	+3,507	1,468	+12
12/30/20	177,996	+2,878	1,456	+26
12/29/20	175,118	+2,298	1,430	+21
12/28/20	172,820	+1,594	1,409	+15
12/27/20	171,226	+1,754	1,394	+15
12/26/20	169,472	+1,403	1,379	+12
12/25/20	168,069	+2,136	1,367	+14
12/24/20	165,933	+2,708	1,353	+20
12/23/20	163,225	+2,246	1,333	+22
12/22/20	160,979	+1,693	1,311	+17
12/21/20	159,286	+1,182	1,294	+13
12/20/20	158,104	+1,534	1,281	+11
12/19/20	156,570	+1,626	1,270	+11
12/18/20	154,944	+1,895	1,259	+11
12/17/20	153,049	+2,116	1,248	+14
12/16/20	150,933	+2,056	1,234	+11
12/15/20	148,877	+1,264	1,223	+13
12/14/20	147,613	+1,093	1,210	+10
12/13/20	146,520	+1,275	1,200	+10
12/12/20	145,245	+1,540	1,190	+8
12/11/20	143,705	+1,518	1,182	+12
12/10/20	142,187	+1,778	1,170	+14
12/9/20	140,409	+1,274	1,156	+20
12/8/20	139,135	+1,039	1,136	+21
12/7/20	138,096	+984	1,115	+16
12/6/20	137,112	+2,817	1,099	+21
12/5/20	134,295	0	1,078	0
12/4/20	134,295	+1,478	1,078	+11
12/3/20	132,817	+1,520	1,067	+12
12/2/20	131,297	+1,842	1,055	+22
12/1/20	129,455	+1,511	1,033	+15
11/30/20	127,944	+1,000	1,018	+14
11/29/20	126,944	+1,266	1,004	+13
11/28/20	125,678	+1,696	991	+11
11/27/20	123,982	+1,782	980	+6
11/26/20	122,200	+1,859	974	+24
11/25/20	120,341	+1,636	950	+16
11/24/20	118,705	+1,188	934	+23
11/23/20	117,517	+1,041	911	+11
11/22/20	116,476	+1,193	900	+6
11/21/20	115,283	+1,628	894	+10
11/20/20	113,655	+1,709	884	+16
11/19/20	111,946	+1,909	868	+16
11/18/20	110,037	+2,084	852	+13
11/17/20	107,953	+1,507	839	+12
11/16/20	106,446	+1,016	827	+10
11/15/20	105,430	+1,163	817	+11
11/14/20	104,267	+1,660	806	+10
11/13/20	102,607	+1,904	796	+21
11/12/20	100,703	+1,874	775	+12
11/11/20	98,829	+1,922	763	+14
11/10/20	96,907	+1,552	749	+17
11/9/20	95,355	+1,119	732	+9
11/8/20	94,236	+1,139	723	+10
11/7/20	93,097	+1,769	713	+13
11/6/20	91,328	+2,142	700	+17
11/5/20	89,186	+2,089	683	+7
11/4/20	87,097	+1,888	676	+9
11/3/20	85,209	+1,512	667	+15
11/2/20	83,697	+1,080	652	+9
11/1/20	82,617	+1,389	643	+6
10/31/20	81,228	+1,699	637	+12
10/30/20	79,529	+1,751	625	+15
10/29/20	77,778	+1,933	610	+8
10/28/20	75,845	+1,850	602	+12
10/27/20	73,995	+1,809	590	+11
10/26/20	72,186	+796	579	+14
10/25/20	71,390	+1,484	565	+3
10/24/20	69,906	+1,427	562	+3
10/23/20	68,479	+1,452	559	+7
10/22/20	67,027	+1,450	552	+16
10/21/20	65,577	+1,241	536	+5
10/20/20	64,336	+1,392	531	+5
10/19/20	62,944	+658	526	+6
10/18/20	62,286	+1,002	520	+3
10/17/20	61,284	+1,171	517	+8
10/16/20	60,113	+1,368	509	+8
10/15/20	58,745	+1,499	501	+2
10/14/20	57,246	+1,377	499	+20
10/13/20	55,869	+1,245	479	+13
10/12/20	54,624	+1,056	466	+7
10/11/20	53,568	+1,010	459	+4
10/10/20	52,558	+1,388	455	+5
10/9/20	51,170	+1,426	450	+11
10/8/20	49,744	+1,367	439	+6
10/7/20	48,377	+1,459	433	+9
10/6/20	46,918	+1,261	424	+10
10/5/20	45,657	+1,175	414	+8
10/4/20	44,482	+988	406	+8
10/3/20	43,494	+1,321	398	+12
10/2/20	42,173	+1,291	386	+12
10/1/20	40,882	+1,248	374	+7
9/30/20	39,634	+1,257	367	+6
9/29/20	38,377	+1,105	361	+10
9/28/20	37,272	+1,018	351	+4
9/27/20	36,254	+1,012	347	+7
9/26/20	35,242	+1,280	340	+7
9/25/20	33,962	+1,143	333	+4
9/24/20	32,819	+1,027	329	+1
9/23/20	31,792	+940	328	+13
9/22/20	30,852	+865	315	+8
9/21/20	29,987	+684	307	+10
9/20/20	29,303	+1,006	297	+11
9/19/20	28,297	+779	286	+5
9/18/20	27,518	+750	281	+18
9/17/20	26,768	+685	263	+4
9/16/20	26,083	+634	259	+7
9/15/20	25,449	+48	252	+6
9/14/20	25,401	+1,091	246	+5
9/13/20	24,310	+641	241	+2
9/12/20	23,669	+686	239	+10
9/11/20	22,983	+546	229	+10
9/10/20	22,437	+560	219	+7
9/9/20	21,877	+553	212	+5
9/8/20	21,324	+498	207	+7
9/7/20	20,826	+400	200	+9
9/6/20	20,426	+415	191	+4
9/5/20	20,011	+521	187	+4
9/4/20	19,490	+527	183	+4
9/3/20	18,963	+588	179	+2
9/2/20	18,375	+598	177	+6
9/1/20	17,777	+469	171	+4
8/31/20	17,308	+438	167	+7
8/30/20	16,870	+595	160	+5
8/29/20	16,275	+662	155	+7
8/28/20	15,613	+676	148	+2
8/27/20	14,937	+689	146	+7
8/26/20	14,248	+561	139	+1
8/25/20	13,687	+532	138	+12
8/24/20	13,155	+457	126	+3
8/23/20	12,698	+507	123	+2
8/22/20	12,191	+611	121	+5
8/21/20	11,580	+628	116	+3
8/20/20	10,952	+605	113	+4
8/19/20	10,347	+589	109	+2
8/18/20	9,758	+421	107	+2
8/17/20	9,337	+456	105	+2
8/16/20	8,881	+439	103	+6
8/15/20	8,442	+397	97	+3
8/14/20	8,045	+334	94	+2
8/13/20	7,711	+298	92	+3
8/12/20	7,413	+292	89	+2
8/11/20	7,121	+309	87	+7
8/10/20	6,812	+295	80	+2
8/9/20	6,517	+294	78	0
8/8/20	6,223	+272	78	+8
8/7/20	5,951	+279	70	0
8/6/20	5,672	+255	70	+2
8/5/20	5,417	+355	68	+3
8/4/20	5,062	0	65	0
8/3/20	5,062	+177	65	+3
8/2/20	4,885	+155	62	+1
8/1/20	4,730	+175	61	0
7/31/20	4,555	+221	61	+4
7/30/20	4,334	+129	57	+2
7/29/20	4,205	+182	55	+1
7/28/20	4,023	+141	54	+3
7/27/20	3,882	+132	51	0
7/26/20	3,750	+168	51	+4
7/25/20	3,582	+175	47	+1
7/24/20	3,407	+147	46	+3
7/23/20	3,260	+156	43	0
7/22/20	3,104	+124	43	+2
7/21/20	2,980	+75	41	0
7/20/20	2,905	+46	41	+1
7/19/20	2,859	+84	40	0
7/18/20	2,775	+75	40	0
7/17/20	2,700	+101	40	0
7/16/20	2,599	+57	40	+2
7/15/20	2,542	+91	38	+1
7/14/20	2,451	+32	37	+1
7/13/20	2,419	+85	36	0
7/12/20	2,334	+166	36	0
7/11/20	2,168	+86	36	0
7/10/20	2,082	+71	36	0
7/9/20	2,011	+65	36	0
7/8/20	1,946	+39	36	0
7/7/20	1,907	+22	36	0
7/6/20	1,885	+12	36	0
7/5/20	1,873	+18	36	+1
7/4/20	1,855	+25	35	0
7/3/20	1,830	+34	35	0
7/2/20	1,796	+8	35	+1
7/1/20	1,788	+10	34	0
6/30/20	1,778	+33	34	0
6/29/20	1,745	+5	34	0
6/28/20	1,740	+21	34	+1
6/27/20	1,719	+22	33	0
6/26/20	1,697	+35	33	0
6/25/20	1,662	+18	33	0
6/24/20	1,644	+22	33	+1
6/23/20	1,622	+19	32	0
6/22/20	1,603	+16	32	0
6/21/20	1,587	+51	32	0
6/20/20	1,536	+26	32	0
6/19/20	1,510	+15	32	0
6/18/20	1,495	+6	32	0
6/17/20	1,489	+16	32	0
6/16/20	1,473	+9	32	0
6/15/20	1,464	+18	32	0
6/14/20	1,446	+4	32	0
6/13/20	1,442	+20	32	+1
6/12/20	1,422	+20	31	0
6/11/20	1,402	+14	31	+1
6/10/20	1,388	+20	30	0
6/9/20	1,368	+18	30	0
6/8/20	1,350	+19	30	0
6/7/20	1,331	+11	30	+1
6/6/20	1,320	+8	29	+1
6/5/20	1,312	+6	28	0
6/4/20	1,306	+50	28	+1
6/3/20	1,256	+14	27	0
6/2/20	1,242	+9	27	0
6/1/20	1,233	+13	27	0
5/31/20	1,220	+29	27	+1
5/30/20	1,191	+19	26	0
5/29/20	1,172	+4	26	0
5/28/20	1,168	+7	26	0
5/27/20	1,161	+21	26	0
5/26/20	1,140	+21	26	0
5/25/20	1,119	+5	26	0
5/24/20	1,114	+17	26	0
5/23/20	1,097	+11	26	0
5/22/20	1,086	+62	26	0
5/21/20	1,024	+63	26	0
5/20/20	961	+7	26	0
5/19/20	954	+23	26	0
5/18/20	931	+20	26	0
5/17/20	911	+9	26	0
5/16/20	902	+11	26	0
5/15/20	891	+5	26	0
5/14/20	886	+8	26	0
5/13/20	878	+8	26	0
5/12/20	870	+11	26	0
5/11/20	859	+14	26	0
5/10/20	845	+36	26	0
5/9/20	809	+13	26	0
5/8/20	796	+12	26	+1
5/7/20	784	+34	25	0
5/6/20	750	+9	25	0
5/5/20	741	+1	25	0
5/4/20	740	+3	25	0
5/3/20	737	+4	25	0
5/2/20	733	+4	25	+1
5/1/20	729	+4	24	0
4/30/20	725	+4	24	0
4/29/20	721	+4	24	0
4/28/20	717	+7	24	0
4/27/20	710	+3	24	0
4/26/20	707	+3	24	0
4/25/20	704	+8	24	+2
4/24/20	696	+8	22	0
4/23/20	688	+6	22	0
4/22/20	682	+5	22	+1
4/21/20	677	0	21	0
4/20/20	677	+4	21	0
4/19/20	673	+1	21	0
4/18/20	672	+4	21	0
4/17/20	668	+5	21	0
4/16/20	663	+5	21	0
4/15/20	658	+17	21	0
4/14/20	641	+9	21	+1
4/13/20	632	+2	20	0
4/12/20	630	+11	20	0
4/11/20	619	+10	20	0
4/10/20	609	+27	20	+1
4/9/20	582	+6	19	0
4/8/20	576	+28	19	0
4/7/20	548	+7	19	0
4/6/20	541	+14	19	+1
4/5/20	527	+7	18	+1
4/4/20	520	+12	17	0
4/3/20	508	+14	17	+1
4/2/20	494	+15	16	+2
4/1/20	479	+9	14	+2
3/31/20	470	+24	12	+1
3/30/20	446	+8	11	+1
3/29/20	438	+26	10	+2
3/28/20	412	+21	8	0
3/27/20	391	+23	8	+2
3/26/20	368	+35	6	0
3/25/20	333	+15	6	+2
3/24/20	318	+51	4	0
3/23/20	267	+19	4	0
3/22/20	248	+61	4	0
3/21/20	187	+24	4	0
3/20/20	163	+6	4	0
3/19/20	157	+24	4	+1
3/18/20	133	+13	3	0
3/17/20	120	+10	3	0
3/16/20	110	0	3	0
3/15/20	110	+17	3	0
3/14/20	93	+16	3	0
3/13/20	77	+16	3	0
3/12/20	61	0	3	0
3/11/20	61	+20	3	+2
3/10/20	41	+9	1	+1
3/9/20	32	0	0	0
3/8/20	32	+10	0	0
3/7/20	22	0	0	0
3/6/20	22	+6	0	0
3/5/20	16	+3	0	0
3/4/20	13	0	0	0
3/3/20	13	0	0	0
3/2/20	13	+3	0	0
3/1/20	10	+6	0	0
2/29/20	4	+2	0	0
2/28/20	2	0	0	0
2/27/20	2	0	0	0
2/26/20	2	+1	0	0
2/25/20	1	0	0	0
2/24/20	1	0	0	0
2/23/20	1	0	0	0
2/22/20	1	0	0	0

Lebanon Population

Years 1975 to 2015

Data	1975	1990	2000	2015
Population	2,513,623	2,644,419	3,169,795	5,740,047
Population Density	246.0 / km²	258.8 / km²	310.3 / km²	561.9 / km²

Sources: JRC (European Commission's Joint Research Centre) work on the GHS built-up grid

Lebanon Population Tree

Population By Age and Gender

Age	Male	Female	Total
Under 5	186,310	179,681	365,992
5-9	230,434	234,527	464,962
10-14	267,854	281,325	549,179
15-19	285,211	309,394	594,606
20-24	266,493	301,370	567,863
25-29	247,740	270,574	518,315
30-34	214,242	211,647	425,889
35-39	195,460	171,461	366,922
40-44	219,499	156,721	376,220
45-49	220,808	141,986	362,794
50-54	160,612	131,252	291,865
55-59	117,797	120,530	238,327
60-64	107,069	93,735	200,805
65-69	93,672	79,000	172,673
70-74	70,918	74,965	145,884
75-79	44,158	53,549	97,708
80-84	11	17	29
85 Plus	11	17	29

Sources: CIESIN (Center for International Earth Science Information Network)

Lebanon Historical and Projected Population

Estimated Ancient Population until 2100

Year	Est. Population	Avg 10 year growth %	Avg 10 year growth
0	542,570	n/a	n/a
100	619,352	1.3%	7,678
200	707,307	1.3%	8,795
300	808,169	1.3%	10,086
400	718,698	-1.2%	-8,947
500	639,291	-1.2%	-7,940
600	568,784	-1.2%	-7,050
700	506,153	-1.2%	-6,263
800	450,497	-1.2%	-5,565
900	428,472	-0.5%	-2,202
1000	397,498	-0.7%	-3,097
1100	419,732	0.5%	2,223
1200	441,966	0.5%	2,223
1300	464,201	0.5%	2,223
1400	370,998	-2.2%	-9,320
1500	397,498	0.7%	2,650
1600	464,201	1.6%	6,670
1700	398,276	-1.5%	-6,592
1800	321,160	-2.1%	-7,711
1900	598,692	6.4%	27,753
1910	605,180	1.1%	6,488
1920	691,907	14.3%	86,727
1930	862,599	24.7%	170,692
1940	1,083,763	25.6%	221,164
1950	1,355,938	25.1%	272,175
1960	1,777,146	31.1%	421,208
1970	2,329,768	31.1%	552,622
1990	2,644,419	6.5%	157,325
2000	3,169,795	19.9%	525,376
2020	5,953,828	37.1%	1,392,016
2030	6,313,032	6%	359,204
2040	6,519,219	3.3%	206,187
2050	6,580,827	0.9%	61,608
2060	6,526,570	-0.8%	-54,257
2070	6,349,519	-2.7%	-177,051
2080	6,090,869	-4.1%	-258,650
2090	5,800,547	-4.8%	-290,322
2100	5,506,569	-5.1%	-293,978

Sources:
1. JRC (European Commission's Joint Research Centre) work on the GHS built-up grid
2. CIESIN (Center for International Earth Science Information Network)
3. [Link] Klein Goldewijk, K., Beusen, A., Doelman, J., and Stehfest, E.: Anthropogenic land use estimates for the Holocene – HYDE 3.2, Earth Syst. Sci. Data, 9, 927–953, https://doi.org/10.5194/essd-9-927-2017, 2017.

Human Development Index (HDI)

Statistic composite index of life expectancy, education, and per capita income.

Sources: [Link] Kummu, M., Taka, M. & Guillaume, J. Gridded global datasets for Gross Domestic Product and Human Development Index over 1990–2015. Sci Data 5, 180004 (2018) doi:10.1038/sdata.2018.4

Lebanon Annual Weather Averages

February Historical Weather Data (1912 to 2020)

Average Temp

7.4°C

45.2°F

Average High

13.8°C

56.9°F

Average Low

2.5°C

36.6°F

Record High Temperature

30.5°C

86.9°F

Record Low Temperature

-11.9°C

10.6°F

Average Precipitation

117.0 mm

4.6 in

Average Precipitation Days (≥ 0.254 mm)

10.4 days

Sources:
1. NOAA (National Oceanic and Atmospheric Administration)
2. Lawrimore, Jay H.; Ray, Ron; Applequist, Scott; Korzeniewski, Bryant; Menne, Matthew J. (2016): Global Summary of the Month (GSOM), Version 1. NOAA National Centers for Environmental Information. https://doi.org/10.7289/V5QV3JJ5. Accessed Fri, 08 May 2020 06:54:17 GMT.

Natural Hazards Risk

Relative risk out of 10

Landslide	High (9)
Drought	High (9)
Flood	High (7)
Earthquake	High (6.6)

* Risk, particularly concerning flood or landslide, may not be for the entire area.

Sources:
1. Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman. 2005. Natural Disaster Hotspots: A Global Risk Analysis. Washington, D.C.: World Bank. https://doi.org/10.1596/0-8213-5930-4.
2. Center for Hazards and Risk Research - CHRR - Columbia University, Center for International Earth Science Information Network - CIESIN - Columbia University. 2005. Global Earthquake Hazard Distribution - Peak Ground Acceleration. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/H4BZ63ZS.
3. Center for Hazards and Risk Research - CHRR - Columbia University, Center for International Earth Science Information Network - CIESIN - Columbia University, and International Research Institute for Climate and Society - IRI - Columbia University. 2005. Global Drought Hazard Frequency and Distribution. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/H4VX0DFT.
4. Center for Hazards and Risk Research - CHRR - Columbia University, Center for International Earth Science Information Network - CIESIN - Columbia University, and Norwegian Geotechnical Institute - NGI. 2005. Global Landslide Hazard Distribution. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/H4P848VZ.
5. Center for Hazards and Risk Research - CHRR - Columbia University, Center for International Earth Science Information Network - CIESIN - Columbia University. 2005. Global Flood Hazard Frequency and Distribution. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/H4668B3D.

Top places in Lebanon

Places in Lebanon

Place	Area	Population	Population Density
Akkar	790.8 km²	160,212	202.6 / km²
Baalbek-Hermel	2,799.9 km²	342,124	122.2 / km²
Beirut	21.4 km²	532,246	24,890 / km²
Beqaa	1,369.2 km²	331,678	242.2 / km²
Mount Lebanon	1,964.6 km²	2.6 million	1,298 / km²
Nabatieh	1,102.1 km²	430,232	390.4 / km²
North Lebanon	1,238.9 km²	714,591	576.8 / km²
South Lebanon	929.1 km²	725,340	780.7 / km²

The data on this page is estimated using a number of publicly available tools and resources. It is provided without warranty, and could contain inaccuracies.