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S t a nda r dDev i a t i oni nMa t hema t i c sdes c r i besamea s ur eorqua nt i t yobt a i nedbyac a l c ul a t i ont oi ndi c a t et heex t ent of dev i a t i onf or agr oupa sawhol e. I nt hi ss t udi o, wei dent i f ys uc hdev i a t i ona sa ni ndi c a t or t ha ti sc a pa bl eof r ev ea l i ng bot ht heneedsa ndt hedes i r esofi t sc i t i z en. T hes t udi oi nv es t i ga t esa ndex pl or esac i t ya sac ompl exphy s i c a la nd s pa t i a lent i t y— s pec ic a l l ywher et hephy s i c a lev i denc er ev ea l st het ens i onsa ndnegot i a t i onsa monga l ls or t sof pl a y er st ha tma deupt hec i t y . Anedge— av es t i gi a l bl oc kof S a nF r a nc i s c oi nt he“ DogPa t c h”Ar eai ss el ec t eda sas i t e f oramul t i us ebui l di ng. I nmymi nd, i ti sapl a c ebet weenmount a i na nds ea . I tus edt obea ni ndus t r i a l a r eas ot her e a r ema ny a ta ndhugef a c t or i esher e. I tl ook ss eemi ngl ya tpl a ne. Bot ht het opogr a phya ndt hehei ght sof bui l di ngs her ea l s odonotc ha ngeal ot . Howev er , I c hoos et or ea dt hi sc i t ybyi t shor i z ont a l l a y er s . Whenpeel i ngoffl a y eroft hes i t ec a r ef ul l y , wec a nea s i l y ha v edi ffer enti nt er pr et a t i onsoft her el a t i ons hi psa mongt hi sc i t ypa r t .I ti s( i nt er es t i ng)t or ea da l lt hes es ubt l e r el a t i ons hi psa mongbet weenoura ndot herbui l di ngs , r oa ds , hi ghwa y , t r a i nl i ne, s t a t i onsa nds ea . I ns pi r edbyt he a l mos ta tc ha r a c t er , I c hos et oempha s i z eex t r emel yc ons t r a i ned a t nes swi t has ubt l epr ol ea ga i ns tt hes k y l i neof t hec i t y .

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