Table 1 Types and distribution of POIs in the different regions of Shanghai

POI Type	Xuhui	Putuo	Yangpu	Pudong	Hongkou	Changning	Jingan	Huangpu	Total	Fraction
Named entities	11466	13919	15415	56355	7555	6591	8801	3251	123353	14.88%
Shops	10115	8754	8844	46894	6032	6021	12912	11684	111256	13.42%
Daily life services	8765	7336	7601	35170	5009	6250	9640	7839	87610	10.57%
Indoor services	10995	3721	6254	24433	5081	8303	14552	11699	85038	10.26%
Real estate	9716	8048	8797	28705	3009	6728	9147	6081	80231	9.68%
Restaurants	6588	5464	6169	28455	3736	4849	6999	6185	68445	8.26%
Enterprise	7378	5237	4156	26788	3060	4638	6344	4434	62035	7.48%
Passages	5623	3899	4665	18762	3260	3825	5103	3876	49013	5.91%
Transport	5057	3975	3969	19673	2897	3500	4558	3493	47122	5.69%
Educational facilities	3625	2201	3032	9758	1416	1732	2526	1843	26133	3.15%
Government facilities	2238	1671	1988	9033	1448	1526	2089	1700	21693	2.62%
Sport venues	1234	989	1176	4866	683	913	1336	1075	12272	1.48%
Hotels	1319	550	631	5041	513	806	1212	1726	11798	1.42%
Hospitals	1258	909	1096	4435	713	976	1320	956	11663	1.41%
Financial services	873	633	602	3619	625	693	910	975	8930	1.08%
Public services	1354	554	659	3356	403	621	899	763	8609	1.04%
Vehicle services	467	552	517	4007	283	337	588	227	6978	0.84%
Landscape	333	222	241	1184	183	299	315	495	3272	0.39%
Vehicle maintenance	123	148	122	1323	47	49	87	32	1931	0.23%
Vehicle sales	65	146	70	646	23	24	78	27	1079	0.13%
Motorbike services	11	35	18	189	19	12	19	7	310	0.04%
Road	0	1	2	64	0	1	0	2	70	0.01%
Event venues	0	0	1	2	0	0	0	1	4	0.00%
								Total	828845

Note: Named entities refer to geographic entities, including villages, buildings, roads, and bridges, among others. Daily life services include services such as hairdressing, mailing, laundry, and grid services. Indoor refers to services that happen in commercial areas. Enterprises refer to firms and companies. Passages refers to the entrance and exit of transport facilities and buildings. Transport refers to major transport infrastructure (e.g. airports and train stations), as well as minor infrastructure such as parking lots and gasoline stations. Landscape generally refers to green spaces, including spots for sightseeing.

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