/
searchindex.js
1 lines (1 loc) · 116 KB
/
searchindex.js
1
Search.setIndex({docnames:["data/README","data/airbnb/README","data/airbnb/regression_cleaning","data/airports/README","data/airports/airports_cleaning","data/brexit/README","data/brexit/brexit_cleaning","data/countries/README","data/countries/countries_cleaning","data/ghsl/README","data/ghsl/build_ghsl_extract","data/h3_grid/README","data/h3_grid/build_sd_h3_grid","data/mexico/README","data/nasadem/README","data/nasadem/build_nasadem_sd","data/sandiego/README","data/sandiego/sandiego_tracts_cleaning","data/texas/README","data/tokyo/README","data/tokyo/tokyo_cleaning","data/us_county_income/README","data/us_county_income/us_county_income_clean","intro","intro_part_i","intro_part_ii","intro_part_iii","notebooks/00_toc","notebooks/01_geospatial_computational_environment","notebooks/02_geo_thinking","notebooks/03_spatial_data","notebooks/04_spatial_weights","notebooks/05_choropleth","notebooks/06_spatial_autocorrelation","notebooks/07_local_autocorrelation","notebooks/08_point_pattern_analysis","notebooks/09_spatial_inequality","notebooks/10_clustering_and_regionalization","notebooks/11_regression","notebooks/12_feature_engineering","notebooks/references"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["data/README.md","data/airbnb/README.md","data/airbnb/regression_cleaning.ipynb","data/airports/README.md","data/airports/airports_cleaning.ipynb","data/brexit/README.md","data/brexit/brexit_cleaning.ipynb","data/countries/README.md","data/countries/countries_cleaning.ipynb","data/ghsl/README.md","data/ghsl/build_ghsl_extract.ipynb","data/h3_grid/README.md","data/h3_grid/build_sd_h3_grid.ipynb","data/mexico/README.md","data/nasadem/README.md","data/nasadem/build_nasadem_sd.ipynb","data/sandiego/README.md","data/sandiego/sandiego_tracts_cleaning.ipynb","data/texas/README.md","data/tokyo/README.md","data/tokyo/tokyo_cleaning.ipynb","data/us_county_income/README.md","data/us_county_income/us_county_income_clean.ipynb","intro.md","intro_part_i.md","intro_part_ii.md","intro_part_iii.md","notebooks/00_toc.ipynb","notebooks/01_geospatial_computational_environment.ipynb","notebooks/02_geo_thinking.ipynb","notebooks/03_spatial_data.ipynb","notebooks/04_spatial_weights.ipynb","notebooks/05_choropleth.ipynb","notebooks/06_spatial_autocorrelation.ipynb","notebooks/07_local_autocorrelation.ipynb","notebooks/08_point_pattern_analysis.ipynb","notebooks/09_spatial_inequality.ipynb","notebooks/10_clustering_and_regionalization.ipynb","notebooks/11_regression.ipynb","notebooks/12_feature_engineering.ipynb","notebooks/references.ipynb"],objects:{},objnames:{},objtypes:{},terms:{"000":[20,22,30,35,37,38],"0000":38,"000000":[31,32,37],"0000000":38,"0000001":31,"0000003":38,"000000e":37,"0000017":38,"000001e":37,"0000025":38,"0000189":38,"00010564770915523224":36,"00011563121829018938":36,"00012248644113964493":36,"0001243028615204895":36,"00012461982501385657":36,"00013285409901160207":36,"00013470713147942766":36,"00013545577965044458":36,"00013565871276465116":36,"00013670247958589532":36,"00013772329900895125":36,"000138851418132282":36,"000140":36,"000141":36,"000142":36,"00014203484354254357":36,"00014303960415837748":36,"00014337413757142982":36,"00014395847223286045":36,"000144":36,"000145":36,"0001456829143536576":36,"00014777376351708422":36,"00014868735880996665":36,"0001832":38,"0002421381514532987":36,"0002529565611185806":36,"0002539806359455832":36,"00025562579972132935":36,"0002592947418121832":36,"0002617767612857009":36,"0002735829350945102":36,"0002749742242147042":36,"0002777777777777725":30,"0002777777777777784arrai":30,"0002789403397482158":36,"0002822671421734887":36,"0002856978062862818":36,"0002879780824635754":36,"0002894117453533050":36,"0002909593179418555":36,"0002952111969255050":36,"0002969630997663923":36,"0002978443977606638":36,"000300079481701999":36,"0003029537221659007":36,"00030689603606708245":36,"00032509752925877764":36,"0003276":38,"0004017":38,"0006501950585175553":36,"0007":38,"0007242":38,"0009673":38,"001":[15,33,36,37,38],"0012743":38,"0013":38,"0014":5,"0016453":38,"0018":38,"00194":2,"001e":10,"002":37,"002206e":37,"002389":37,"002472":37,"002630":37,"002871":37,"0029644":38,"003":33,"00312475":36,"003244":37,"00326071":36,"00327131":36,"00327591":36,"00342112":36,"00353368":36,"00359733":36,"00362698":36,"00363014":36,"00366334":36,"00382409":36,"00394649":36,"00397":36,"00399156":36,"004":37,"00400508":36,"00402506":36,"00412391":36,"00424528":36,"00428434":36,"0043533":36,"00436261":36,"004370":37,"00449814":36,"00453503":36,"00456699":36,"00465829":36,"00466134":36,"00467363":36,"00470988":36,"00474425":36,"0048":38,"0048157":38,"0048301":38,"00486877":36,"005":37,"0050046":38,"0050781":38,"0050786":38,"00511791":36,"00528702":36,"0053":38,"0053399":38,"0053748175341845955":37,"0054971":36,"00554072":36,"00560271":36,"00566001":36,"00572543":36,"00591871":36,"005977":37,"006":[22,38],"006314":37,"0063268":38,"0063707":38,"0063954":36,"0064":38,"00642426":36,"00644971":36,"0064737":38,"0065":38,"0065336":38,"0065474":38,"006677":37,"0068249":38,"0069383":38,"0069387":38,"00694236":36,"00695753":36,"007014e":37,"007321":37,"0074515":38,"0075":38,"00752258300781":2,"0075250":38,"00768201":36,"00782675":36,"00783943":36,"0078806":38,"0081274":36,"00822696":36,"008788":37,"0088293":38,"0088380":38,"00914353":36,"00s":29,"00z":39,"010":37,"010111":37,"01022634":36,"0103973":38,"0104007":38,"0104823":38,"0104894":38,"0104956":38,"0105":38,"0106":38,"010603":37,"0106200":38,"010658":37,"0107429":38,"0108059":38,"0109668":38,"0109764":38,"011":37,"0110047":38,"0111323":38,"0111794":38,"0114032":38,"0119":38,"012":22,"013":22,"0133019":38,"0134430":38,"0136":38,"0136040":38,"0136828":38,"013689":37,"0138273":38,"014":[22,34],"0142680":38,"0143528":38,"0144":38,"0145315":38,"0146230":38,"0146697":38,"0147100":38,"0147787":38,"015":[22,34],"0151312":38,"0151396":38,"0151661":38,"0154":38,"0154085":38,"015632":37,"0156954":38,"0157308":38,"0159046":38,"0159599":38,"016":[34,38],"0161147":38,"0163843":38,"0165661":38,"0169152":38,"0172":38,"0174532925199433":[10,30],"017601":31,"017825":37,"017900":12,"0179229":38,"0179571":38,"018":34,"018000":12,"018112":37,"018200":12,"018296888311899":31,"018300":31,"018510":12,"0185543":38,"018601":[12,31],"0186626":38,"018700":31,"01875":33,"0189179":38,"019":34,"019301":31,"019410":37,"019860":37,"020":[22,37],"020000e":37,"020874":39,"0209048":38,"0209896":38,"021":37,"0210":38,"02104953":31,"0213148":38,"0214771":38,"0215156":38,"0217088":38,"0221499":38,"0221782":38,"0222251":38,"0223565":38,"0224":38,"0224168":38,"0224221":38,"022453":37,"0227980":38,"0228016":38,"022989":37,"023002":37,"0231780":38,"023233":37,"023256":39,"0233783":38,"0234977":38,"0239774":38,"024251":37,"0245":38,"025":[6,38],"0250938":38,"0254777":38,"0254942":38,"0255":38,"0258":38,"0258089":38,"0259833":38,"0260":38,"0262719":38,"027":22,"027612":37,"0276365":38,"0277116":38,"0279":38,"0279673":38,"0281309":38,"0283122":38,"0283936":38,"0284":38,"0287":38,"0292873":38,"0293598":38,"0293735":38,"0294":38,"0296":38,"029642":38,"030":38,"0300884":38,"0301":38,"030586":37,"0308334":38,"0318830":38,"032000e":37,"0322730":38,"032293":37,"0323876":38,"0324":38,"0327806":38,"033":38,"0332":38,"0332362":38,"0332917":38,"0333":38,"033566e":37,"0336972":38,"0337":38,"0338485":38,"0339434":38,"0342758":38,"0343557":38,"0360747":38,"0365065":38,"0365563":38,"0367893":38,"0368":38,"0368206":38,"0369648":38,"0370":38,"0371":38,"0377710":38,"0381443":38,"0384329":38,"0384618":38,"0386455":38,"039216":37,"0397":38,"0399982":38,"0400":38,"04027":22,"0413":38,"0414762":38,"0415809":38,"0416":38,"0416702":38,"0417231":38,"0418934":38,"0419":38,"041e":10,"0425969":38,"042624":37,"0431":38,"0431338":38,"0447677":38,"0448":38,"0451529":38,"0454471":38,"0456730":38,"0457839":38,"0468":38,"0468377":38,"0473":38,"0473044":38,"047335":37,"0475":38,"0476992":38,"0477":38,"0479941":38,"0480":38,"048000e":37,"048220":37,"0484639":38,"048714":37,"0487871":38,"0490":38,"0490225":38,"0493672":38,"050000":37,"0506077":38,"0509870":38,"0510":38,"0515":38,"0515261":38,"0515304":38,"052":38,"0523653":38,"0524":38,"0526":38,"0526433":38,"0528541":38,"052896":37,"0532975":38,"0533":38,"0535":38,"053518":38,"0535183":38,"0536":38,"0536428":38,"0543":38,"0543368":38,"0544":38,"054444e":37,"0551461":38,"0560":38,"0561":38,"0561013":38,"0564":38,"0565535":38,"0566":38,"0567":38,"0567298":38,"0569":38,"0569155":38,"057":38,"0582579":38,"0583":38,"0583780":38,"0584":38,"0586":38,"0586225":38,"059":36,"0598":38,"0598088":38,"0599":38,"0599252":38,"060":38,"06073000100":[17,31],"06073000201":[17,31],"06073000202":17,"06073000300":17,"06073000400":17,"06073000500":17,"06073000600":17,"06073000700":17,"06073000800":17,"06073000900":17,"06073001000":17,"06073001100":17,"06073001200":17,"06073001300":17,"06073001400":17,"06073001500":17,"06073001600":17,"06073001700":17,"06073001800":17,"06073001900":17,"06073002001":17,"06073002002":17,"06073002100":17,"06073002201":17,"06073002202":17,"06073002301":17,"06073002302":17,"06073002401":17,"06073002402":17,"06073002501":17,"06073017601":31,"06073017900":12,"06073018000":12,"06073018200":12,"06073018300":31,"06073018510":12,"06073018601":[12,31],"06073018700":31,"06073019301":31,"06073990100":12,"0607526":38,"061":[22,38],"0610":38,"0610112":38,"0617764":38,"0618":38,"062":37,"0633":38,"0650866":38,"0651":38,"0652857":38,"0653":38,"067163":37,"0671860":38,"0672":38,"0681":38,"068381":37,"068400e":37,"068837e":37,"0689":38,"0689612":38,"0691":38,"0691492":38,"0695536":38,"0697":38,"0697284":38,"0697596":38,"069847":37,"06arrai":[10,30],"06axi":10,"06xarrai":30,"0710":38,"0713962":38,"0714":38,"0720":38,"0720103":38,"0727290":38,"0727766":38,"072782e":37,"0728":38,"073":[12,31],"0735077":38,"0742":38,"0742315":38,"0753534":38,"075795e":37,"0762":38,"0762435":38,"0768784":38,"0769":38,"0771765":38,"0772":38,"0772369":38,"0774462":38,"078":22,"0796":38,"07t00":39,"08013":22,"0802":38,"0809972":38,"0815974":38,"0816":38,"0822":38,"0823805":38,"0824":38,"0830":38,"0830403":38,"0834523":38,"08354232":31,"0836436":38,"0841745":38,"08495302":31,"0861768":38,"0861857":38,"087572e":37,"088069e":37,"0885538":38,"088600":37,"0890205":38,"089633":37,"0901860":38,"091103":37,"091125":2,"0911254882812":2,"0918":38,"091919":37,"092775":37,"0952589":38,"0953":38,"095565":37,"0960849":38,"0973996":38,"0974":38,"098227":37,"0995":38,"09_inequ":21,"0_accommod":38,"0_bathroom":38,"0_bed":38,"0_bedroom":38,"0_constant":38,"0_pg_condominium":38,"0_pg_hous":38,"0_pg_other":38,"0_pg_townhous":38,"0_rt_private_room":38,"0_rt_shared_room":38,"0add_offset":10,"0arrai":[10,30],"0fb71d146102":28,"0grid_map":10,"0mbbox":28,"0mfilenam":28,"0mkwarg":28,"0mmask":28,"0mread_fil":28,"0mrow":28,"0nodatav":30,"0prime_meridian_nam":30,"0scale_factor":10,"0semi_minor_axi":30,"0x7f093e8fae90":4,"0x7f2dae1f1ef0":2,"0x7f2f34b13eb0":33,"0x7f3811976250":8,"0x7f38119b8450":8,"0x7f3811b3fa10":8,"0x7f3811b79650":8,"0x7f69a907aac0":39,"0x7fb20f5aeeb0":30,"0x7fb2208b6880":30,"0x7fb220d0a970":30,"0x7fb220dc80a0":30,"0x7fb2219215b0":30,"0x7fd13bd8f8d0":31,"0x7fdbf6eeb090":12,"0xarrai":[10,30],"100":[8,19,22,31,32,35,38,39],"1000":[2,22,30,31,39],"10000":[20,35],"100000":37,"100000e":37,"1003":39,"1003761":38,"1006":32,"10079":32,"100m":35,"101":[12,22],"1016":39,"101796":37,"102":[31,37],"102003":2,"102748":37,"103":31,"103113":37,"103258":31,"1032942":30,"103719":37,"10384":32,"104":37,"1048":38,"105":[37,38],"105000":37,"1053065":38,"106":[30,37],"106273":37,"1063":38,"106349":38,"1063490":38,"107":[31,37],"10727420":30,"1072995":38,"107624":37,"109":12,"10922":30,"109444":31,"109941":37,"10m":[3,4,7,8],"110":12,"110000e":37,"11016":32,"1117":38,"112":39,"1129626":38,"113":[30,34,38],"1135":38,"1135365":38,"113672":31,"1137594576915":30,"11375946":30,"114":39,"1147":38,"115":22,"1157392":38,"11574":32,"1159113785":4,"1159113803":4,"1159113831":4,"1159113845":4,"1159113863":4,"116":[2,30],"1162":38,"1168004":37,"117":[2,31,37,38,39],"1175620":38,"1184173":37,"118435e":37,"119241":31,"119297":37,"120":[8,22,31,32],"1200":38,"12000":31,"1202":38,"120618":37,"120620":37,"1207503":38,"120754":37,"121":[15,22,30],"1213":38,"12132":32,"1215":38,"1218":38,"122":22,"12211696":30,"1223388":38,"12244":32,"1229":38,"123":17,"1232754":38,"1234":[20,33,37],"12345":32,"123456":37,"1235":36,"1237":37,"124":39,"12435":32,"1250":39,"12505123":31,"1252":38,"1253":37,"1261032e":5,"126212":37,"126219":37,"126970":31,"127":[28,31],"1273":38,"128":38,"128398":36,"128540":36,"12888":32,"128985":36,"129":38,"129126":36,"1298":32,"129935":36,"1300":39,"130076":36,"13020000":31,"1304":38,"13040000":31,"13055431":30,"13064035":12,"13064042":12,"13064295":12,"13064338":12,"13064367":12,"13064524":12,"13066530":12,"13066573":12,"13067631":12,"13067719":12,"1310064845952714e":35,"13101":30,"13102":30,"13102705":30,"1319":38,"132":38,"1320":38,"1321":37,"1327614":38,"1329":38,"1329341":38,"135":38,"13541750749645268":36,"135418":36,"13556175504269904":36,"135562":36,"136":39,"1365":38,"1365396":38,"137":38,"13701":32,"138":38,"138670840":30,"139":[30,38],"139938":31,"1404588":38,"140625":31,"141":[30,37,39],"1411546":38,"1411756":38,"1412083878189":38,"1417":36,"14173":32,"142021":36,"142166":36,"143":38,"1433760":38,"1436347":38,"143687":37,"144268":30,"146066":31,"146526555704":2,"14653":2,"147":38,"1478":38,"1479":38,"148":[30,38],"1480":38,"1485":37,"149":[30,38],"149383":37,"1496":38,"1497397":38,"14974":32,"150391":31,"1507462":38,"1514":38,"151797":31,"1520":33,"1520546819":30,"1520546857":30,"1520546959":30,"1525221":38,"153":[17,31,38],"154":38,"157":31,"158":8,"159":8,"159089":37,"160":[8,31],"16000000":10,"1604137":38,"1613985":38,"1614101":38,"161811":37,"16201":32,"1624":38,"1624276":38,"1626725":38,"163":31,"1631":38,"1635998":38,"164":38,"165":39,"165296":37,"166":38,"166396":37,"166404":37,"167":[29,39],"16733162":31,"1674":38,"1679":37,"1680":38,"168004e":37,"1685720":38,"1686":38,"1689":37,"169":38,"169202e":37,"169440e":37,"1695568":38,"16957187":31,"169700":37,"169821":31,"1702":38,"1702080":38,"171":2,"172":[31,33,38,39],"1722":38,"173":31,"1737520":38,"1738":38,"1739251":38,"1741":38,"174600e":37,"17640":32,"177":[2,22],"1776":39,"177646":37,"178":[22,38],"17816":32,"178767":37,"1789":38,"179":[12,22],"17900":37,"179832":39,"180":[12,34,35,39],"180878":33,"1809":38,"1809062":38,"181":[33,38],"181296":30,"182":12,"182000e":37,"18267":32,"1826992":38,"183":[34,38],"183929":31,"184":[2,30],"1843874":38,"1849":38,"185":[2,12],"1859":38,"1859412":38,"186":[12,39],"1867":39,"187":30,"1871":22,"1876867":37,"188":[38,39],"1885":31,"1886":31,"1888":[31,38],"189":38,"1892":32,"1893447":38,"1894":38,"18946":38,"1894653":30,"1897404":38,"18th":31,"1905633":38,"1907912":38,"1908":38,"1911":[37,38],"1911487":38,"19125":30,"1913626649":30,"1923790":38,"1924442":38,"1933":38,"1935":38,"1937":38,"1937181":38,"19385366975502275":36,"1940":[13,32],"194688":30,"1955":38,"1970":36,"1971":36,"1972":36,"1973":36,"1974":36,"1975":36,"1976":36,"1977":36,"1978":[22,36],"1979":[22,36],"1979875":30,"198":38,"1980":[22,36,39],"1981":[22,36],"1982":[22,36],"1982505":38,"198251":38,"1982715":38,"1983":[22,36,38],"1984":[10,34,36,39],"1985":36,"1986":36,"1987":36,"1988":[35,36,38],"1988153":38,"1989":[22,36],"19890":32,"1990":[29,36],"1991":36,"1992":36,"1993":36,"1993140":38,"1994":36,"1995":36,"1996":36,"1997":36,"1998":36,"1999":36,"1_accommod":38,"1_bathroom":38,"1_bed":38,"1_bedroom":38,"1_constant":38,"1_pg_condominium":38,"1_pg_hous":38,"1_pg_other":38,"1_pg_townhous":38,"1_rt_private_room":38,"1_rt_shared_room":38,"1arrai":30,"1e100":35,"1e101":35,"1e6":17,"1km":39,"1min":36,"1px":28,"200":[10,30],"2000":[13,15,22,32,35,36],"200000":37,"2000000":10,"200000e":37,"2000125":10,"2000375":10,"2000625":10,"2001":[22,36],"2002":[22,36],"2003":36,"2004":36,"2005":36,"2006":[30,36],"200674":37,"2007":[30,36],"2008":[30,36],"2009":36,"201":38,"2010":[30,36,38],"2011":[30,36],"2012":36,"2013":36,"2014":[36,37],"2015":[9,36],"2016":[1,2,5,33,36],"2017":[16,17,37],"2018":[22,36],"2021":[38,39],"2022":31,"2025":32,"203":38,"203444e":37,"2034885":38,"2035":38,"204":38,"2041":38,"2044470":38,"205":38,"205539":37,"2056":32,"206":[37,38],"207000e":37,"20714":32,"208":38,"209":38,"20th":36,"210000e":37,"2103":37,"210522":37,"2109":37,"211":37,"212135":5,"2131":38,"214":39,"214248":37,"2155":38,"2157316":38,"216":38,"2171":38,"2171367":38,"2172":37,"21722":4,"2181":32,"2182":37,"218564382098":35,"2187":37,"219":22,"21965":32,"2198992":38,"220":22,"220000e":37,"2201":37,"221":22,"2212":38,"22163":32,"222":37,"2232188":38,"22361":32,"223881":37,"224":39,"2241342":38,"2244586":38,"2253":38,"2253108":38,"225816":37,"22591841":31,"2266":37,"227":34,"2270058":38,"2276456":38,"228968e":37,"2293":38,"23008991":31,"230421e":37,"2305":37,"2318":38,"2323":38,"2323436":38,"233":37,"2336":37,"234":32,"2340":31,"2342":32,"2353":31,"2355206":38,"2368":38,"237":32,"23765133":31,"237778e":37,"238":31,"2383055":38,"2386":38,"2386376":38,"238684e":30,"239":8,"2390":31,"2395926":38,"2396":38,"23rd":35,"240":37,"24143":37,"2441742":38,"2442":38,"245":37,"245429e":37,"2458":38,"245819e":37,"2459":32,"24592208862305":39,"246":37,"246032":37,"2474779":38,"2478":31,"2482":30,"2489":31,"248921":30,"250":[10,30],"250000":37,"251":37,"2512":37,"252":37,"2534":38,"2534252":38,"25377454":38,"2539":37,"254":31,"2544285":38,"2547":32,"255517e":30,"2556":37,"2557":[32,34],"255856e":30,"2562":37,"256300e":37,"257223563":[10,30],"257223563reference_ellipsoid_nam":30,"258":38,"258664e":30,"2594":31,"259761":37,"2600":31,"2605":31,"260667e":30,"2609":31,"261":37,"2610":31,"2612":38,"262":34,"262837e":37,"264249e":37,"26503":30,"2662":38,"267":39,"26708955":31,"2671":38,"268":38,"2682":37,"270":38,"271":30,"2710":38,"272":38,"2721":38,"2724493":38,"275":39,"2753":31,"2759604":38,"276":38,"2760":38,"276898012960255e":36,"277":38,"27700":33,"2779023":38,"2784":38,"2786":38,"2789":39,"279":39,"280000e":37,"28059":36,"280766":38,"2807664":38,"2808":38,"280858e":37,"2822000":[10,30],"2822125":[10,30],"2822375":[10,30],"282239":37,"2822625":[10,30],"283":[37,39],"2835":38,"2839":37,"284":37,"2841":39,"284314":37,"284941":30,"28549":4,"287":30,"287341":38,"287600":37,"288":37,"2891":31,"2892590":38,"2897":38,"290":12,"290194":37,"29145318":38,"2925375":[10,30],"2925625":[10,30],"2925875":[10,30],"293":37,"2934":32,"294":37,"294402":37,"295064":37,"2954848":38,"2976715":38,"2977":38,"298":[10,30],"2980":31,"2989":31,"2996":31,"2999":38,"2999205":38,"2999375":10,"2999625":10,"2999875":10,"2c53":28,"300":35,"300000":37,"300000e":37,"3001":31,"300900":37,"3010293622":30,"3010293702":30,"3019":38,"3019094":38,"302":33,"3026710":38,"302682e":37,"3027":38,"303158e":37,"3033012":38,"3034":38,"3041":37,"30433739":31,"306575":37,"3066":39,"3067":[31,38],"3067425":38,"3076":36,"308":39,"309":[2,38],"310":38,"310000e":37,"31029263":31,"3104":38,"3110":38,"3113":31,"3118":38,"311972":30,"3125":30,"3129674":38,"3130":[38,39],"3138":39,"314245179inverse_flatten":30,"316161":37,"317":[38,39],"31772":4,"3179":32,"318":22,"3184":39,"3198282":38,"31mdocstr":28,"31mfile":28,"31msignatur":28,"31mtype":28,"31st":35,"3205814":38,"3217773":38,"322":38,"3221":38,"3233233233233":33,"32360":4,"324":31,"325":37,"325356":37,"325624e":37,"326728":37,"327":37,"32748924":31,"327662":37,"327859":22,"328":38,"3292":38,"329223":38,"3292234":38,"32mnone":28,"32s":36,"3303":38,"3303114":38,"3305":38,"3311":39,"3326417":38,"3327":32,"333229":37,"3333":38,"3333214":38,"333333333333333":28,"334":30,"3349911":38,"3350":38,"3371724":38,"338":31,"3380":38,"339":38,"3406":31,"3408":32,"3416482":38,"3419":39,"3426":31,"343":31,"34316":4,"34494":36,"345000e":37,"345027":37,"34586":36,"3459":38,"3460":38,"346150":37,"347":33,"3480":38,"3483":31,"3490":38,"34905":36,"349267e":37,"34m":28,"350":[28,35],"35061":22,"3507569":38,"3508":38,"3531":38,"354211e":37,"35429":36,"3559":38,"3569":32,"3576":32,"3577":31,"358777":30,"35890":36,"3590698242188":2,"359070":2,"3591":38,"3594":30,"360000e":37,"3604":39,"3605":32,"360583e":37,"3617":38,"3630396":38,"36449":36,"3659":31,"365e":[10,30],"3666608":38,"3667":38,"367":38,"3671":38,"368":[31,37],"369150":37,"369650":37,"36th":35,"3701":32,"372549":37,"37281d0e250d":5,"373":37,"373075":37,"373094":37,"3734":32,"373913":37,"3748":39,"3758":32,"37657":22,"3782":38,"3785":30,"37863":31,"3788989":38,"3789":38,"379":34,"3796237":38,"3798":32,"380":[33,34],"3802547":38,"38125":31,"381440":37,"382":[33,34],"38205":36,"3822":38,"38245":39,"382716049382715":31,"3828":38,"383750":37,"3849675":38,"385":31,"3850":38,"3850000":31,"3857":[4,8,20,33,34],"38596868":38,"3860000":31,"3869921":38,"3870":38,"3880":38,"3883830":38,"389":37,"389261":38,"3892614":38,"3893":38,"3896":38,"389658":37,"3897":31,"3904":38,"391":[33,34,39],"391700e":37,"3917063":12,"3917657":12,"3920769":12,"3922939":12,"3923018":12,"393":38,"3949":38,"3952026367188":2,"395203":2,"395500":37,"3958":31,"3962":39,"3965":31,"3977":38,"3987":38,"3988":38,"3989":39,"399":37,"3x3":31,"4000":[8,10],"400000":37,"4000x":10,"400500637844594":28,"400898":37,"4009":38,"4009417":38,"401":37,"401000e":37,"40153":28,"4016":37,"402":37,"402220":37,"402550738394034":28,"403":37,"403850":37,"4041125":10,"4041375":10,"4041625":10,"40443199":30,"405979":37,"406":37,"407":38,"407136e":37,"4072424":38,"4080233215854691":33,"408200":37,"4093":32,"4094":38,"410":38,"410426e":37,"4115":38,"4124124124124":33,"4125":31,"4129916":38,"413400":37,"4136961":38,"4137":[37,38],"414100":37,"415638":37,"416":[10,30],"416x":[10,30],"41709":31,"418306":37,"41931166":31,"420":[12,37],"4201603":38,"4202":38,"421":37,"4215":38,"422":37,"422222e":37,"4223":38,"422897":30,"424":39,"4240000":35,"4241":38,"424850":37,"425":[28,38],"4260000":35,"4262033":38,"4269":12,"427":39,"4283":38,"428775":37,"428975":37,"429":37,"42902777777778":30,"4290766":38,"429167":37,"4292":38,"429732":37,"430":37,"4304":38,"431":20,"4322":38,"4322167":38,"432393e":37,"4326":[2,10,12,15,20,30,34,35,36,39],"433082":37,"4333":38,"4334":31,"4336318":38,"434":33,"4346":38,"4346151":38,"435":38,"4357707":38,"4358":38,"4359":32,"436":[20,37],"43610121":38,"4365125":[10,30],"4365375":[10,30],"4365625":[10,30],"436573":37,"4366":39,"4371642":38,"4372":[32,38],"438":31,"4388":38,"4388288":38,"439":39,"43rd":35,"4408":5,"4409":38,"4409072":38,"4414":32,"4415":30,"4416":31,"442438e":38,"443":38,"4436":38,"443600e":37,"4436292":38,"4443":39,"446":38,"448":39,"4480875":30,"4481125":30,"4481375":[10,30],"4481625":[10,30],"4481875":[10,30],"4482000":[10,30],"450":12,"450000":37,"451372":37,"4516":38,"4516038":38,"4528":38,"453750":37,"454":38,"4540":38,"4545":30,"455000e":37,"4566":38,"456606e":37,"457":38,"4570":38,"4573":38,"4582":32,"45851":31,"458790":37,"459":34,"4596":31,"461056e":37,"46196945":31,"462":34,"4627":39,"463877":30,"4642":38,"4647":38,"4648":38,"465":38,"4653":38,"46688048":31,"468":[10,30],"4698200":38,"4704209":38,"470500":37,"47083":31,"4709":38,"4709376":38,"471":31,"471491":37,"4715":38,"473":31,"473097":37,"474":37,"47406265":31,"476":34,"4764":39,"4765625":31,"476693":37,"478":37,"4799043":38,"480":31,"4817":38,"4828":38,"482e":[10,30],"4836":32,"4840":32,"4842887":38,"4846529":38,"4851047":38,"4859187":38,"4872544":38,"4873":38,"4879":38,"4885":39,"4889984":38,"489":38,"4915":37,"4915458":30,"493":30,"493893":38,"49468467":31,"4947947":38,"49503094041":30,"49511137":31,"4961":38,"496850":37,"4969":38,"4969102":38,"4978":38,"4981415":38,"4989":39,"500":[30,35,37,38,39],"500000":37,"5001":38,"500787":37,"500m":39,"5014":39,"5019":38,"5022494887525562":36,"5023":38,"504":[28,38],"5040375":10,"5040625":10,"5040875":10,"5041000":10,"505":30,"5070":[17,36],"5071":38,"5079997":38,"5097966":38,"5098":38,"510":[31,38],"512":37,"512041":37,"5122":38,"514381e":37,"5154791":38,"5155":38,"51664073":31,"5175":38,"519":38,"520":37,"5203":32,"5204":32,"520989":37,"5210777":38,"522":38,"5224026":38,"523":37,"525540e":37,"5256":32,"5260014":38,"5287":38,"529":20,"5293343":38,"5293783":38,"5308637":38,"5309":32,"531250":32,"532":38,"535":37,"536":[20,30],"5381175":38,"538397":30,"538996":37,"539675":37,"540000e":37,"541326":37,"5419773":38,"542849":37,"5439686":38,"544":37,"5440":38,"544750e":37,"5454690":38,"5455":38,"547":35,"548":31,"548589":30,"54859":30,"54910":31,"550000":37,"5506868":38,"551":38,"5528":38,"5529958":38,"5536":39,"553800":37,"5543739":38,"554e7":35,"555139e":30,"555864e":30,"555874e":30,"555899e":30,"556073e":30,"556e7":35,"5570":39,"558100":37,"5582979":38,"5583":38,"5586281":38,"55901":22,"5594":38,"563":37,"5653461":38,"5709":30,"5728":31,"57295":37,"5733":39,"574698":37,"5749":38,"5749190":38,"575":37,"5756":39,"5764960322":30,"576520":37,"5766":31,"576x576":30,"577":[30,39],"5773":38,"5773078":38,"5790":39,"5796":39,"5808":39,"581":38,"58188":2,"5820603":38,"5821":38,"583300e":37,"5835585":38,"5836":38,"5849":38,"5849382":38,"585":[30,38],"5854":32,"5864676":38,"587":38,"5874750":38,"592":37,"5928369":38,"593":38,"5944620":38,"59459":31,"59512":38,"596588e":37,"5966706":38,"598":30,"5985":32,"600":[10,37],"600000":37,"600000e":37,"6005":39,"602079":37,"6026":39,"6030636":38,"6031":38,"6034":38,"6035":39,"604":31,"6049":39,"6055":38,"606760":36,"6068":39,"6080896":38,"6081":38,"6088":38,"6089":38,"6089479":38,"6095":38,"6098":38,"6099":38,"610":12,"6105":39,"6106":39,"6107":39,"6108":39,"6109":[2,38,39],"611":38,"6110":[2,38,39],"6125622":38,"6126":38,"61375":33,"61537944":31,"6159365":38,"616":39,"616395":30,"617000":37,"61847222222221":30,"62068690":30,"6208858":38,"6209":38,"621600":37,"6222929":38,"6225":38,"6225002":38,"6230":38,"6244758":38,"62500":31,"62542":4,"626546":36,"626587":37,"627":[17,30,37],"628":[17,31],"628x628":37,"62951":31,"62e4ff":32,"631":38,"6315":38,"6326":[10,30],"6356752":30,"6358857":38,"6359":38,"636":37,"6363950":38,"6364":38,"6378137":[10,30],"6380":38,"6380443":38,"63869":2,"63894000000001":2,"639":37,"6399":32,"640226":36,"6405467":38,"640612":37,"6448728":38,"6454521298096587":33,"6460385":38,"646618":37,"64688":31,"647438":36,"648492":30,"649":33,"6490178":38,"649090":36,"650":12,"650000":37,"6524":38,"6524367":38,"65303":2,"655563":39,"656":37,"657904":37,"658":37,"6607":2,"6608":2,"66148":2,"663400":37,"6636":37,"664":38,"6640":38,"6655":38,"66563":31,"6656955":38,"6657":38,"6666666666666666":28,"6667":38,"666700":37,"6667423":38,"6673765":38,"667674":37,"6678":38,"6679":38,"668":2,"6683":38,"6685":38,"66944":30,"669442":30,"66972":30,"669725":30,"670087":30,"67009":30,"67042":30,"670422":30,"671":38,"6711267":30,"671256":30,"67126":30,"67152":30,"671521":30,"67400":30,"674000":30,"675900e":37,"677":36,"6792":38,"6800":38,"681":28,"6820840":38,"6821":38,"6831":38,"6843":38,"685":[30,38],"6853":38,"686000e":37,"6883":38,"6909":32,"692000e":37,"692083":37,"692279":37,"6925":32,"6925951":30,"6936":32,"69385":39,"69433":30,"694333":30,"69448":30,"694482":30,"695":37,"696":30,"69665":31,"69747":30,"697470":30,"69856":30,"698564":30,"699508":30,"69951":30,"699708":30,"69971":30,"700000":37,"700499":30,"70050":30,"7008587":38,"7009195":38,"701973":30,"702":37,"7030":30,"703765":37,"7057":38,"706":37,"7065":31,"7071067811865475":31,"708200":37,"709":38,"70909":30,"709095":30,"7091":38,"7092":38,"7092198":38,"7107925":38,"711389":30,"7118":38,"712":[37,38],"7125":38,"718":28,"719":28,"720":12,"7200010":30,"7218393":38,"722":37,"722390":37,"7229":38,"7230":32,"725":[28,31],"7261863":38,"7262":38,"727":33,"727271":22,"729":32,"7290":38,"7290143":38,"7294400":38,"730":28,"7309699":38,"731":28,"73135675":2,"73136":2,"732":37,"7327":38,"732900":37,"733":37,"733180":37,"733333":37,"736":38,"736881":37,"737000e":37,"738":28,"740":38,"74020822":31,"74074074074074":31,"741920e":37,"742273":37,"742630":30,"7434523":38,"744":38,"7440254":38,"74485":31,"745":38,"7452834":38,"747":20,"74711":4,"7473":38,"7473234":38,"74807871":31,"750000":[32,37],"7508":32,"7510746":38,"7511":38,"752426":37,"75326632438691":38,"75348":37,"753968":37,"754":37,"75402":31,"754861":37,"755782e":37,"755865744055":31,"7586":38,"7599":38,"7599068":38,"761":39,"7610919":31,"761619109301606":39,"762":39,"763000e":37,"76563":30,"765632":30,"76652":30,"766521":30,"7675791":38,"7676":38,"7684088896":30,"76875":30,"768753":30,"769909":39,"770":12,"7700":38,"771":37,"7718990":38,"7719":38,"771975994110107":2,"772":38,"7734":30,"7737827":30,"7737828":30,"774278":37,"775000":37,"7757987":38,"7758":38,"7775":38,"7775229":38,"778":37,"77869894":31,"7790":38,"7841045":31,"78439":30,"784391":30,"7848":38,"7867915":38,"7868":38,"786959":37,"7890":38,"790":38,"7902":38,"7902257":38,"793":38,"7952003":38,"7959811":30,"7967121":38,"798000e":37,"798712":31,"799":37,"7990":32,"7991646":38,"7995105":38,"7998":38,"7999":38,"7gb":28,"800":37,"800000":37,"800000e":37,"802":30,"805":37,"805041":37,"8072":38,"8073":38,"8079":38,"808":38,"809225":37,"809886":37,"80s":36,"80th":36,"810":30,"813462":37,"8162790":38,"8163":38,"8186965":38,"8199294":38,"822e":[10,30],"823160":37,"82351":36,"825171":37,"826":38,"8277554":30,"82938619":31,"8294":38,"831":30,"832":38,"8327":37,"8346":38,"8346070":38,"835":38,"8392695":38,"841":37,"842":37,"8489":38,"84grid_mapping_nam":30,"84longitude_of_prime_meridian":30,"85036":4,"853539":37,"8537":32,"854":38,"8558747":38,"8559":38,"8560847":38,"8572":38,"8572467":38,"8578":32,"85867698":38,"860":38,"860000e":37,"861":12,"8652":35,"8685":38,"869":38,"8701":32,"871":33,"871245e":37,"8722463385938578":31,"8727044":38,"8731":38,"8731267":38,"87440":31,"87489":37,"875354e":37,"876867e":37,"8778":35,"8796":38,"87ffff":32,"8800":35,"8802":10,"880597e":37,"8806":10,"8807":10,"881":38,"88165":31,"8819274":30,"88453":36,"885":31,"886196069":30,"886196073":30,"886196100":30,"886196106":30,"886196117":30,"8888":28,"8898738":38,"8901":30,"89107":31,"89174746":38,"892":38,"8932495117188":2,"893250":2,"8936573006696702":35,"895":38,"895305":37,"895753e":37,"89783581601":19,"900":12,"900000":37,"900000e":37,"9001":10,"90082529":31,"902690":37,"9027":22,"9031780":38,"9047058":38,"907":39,"9073":32,"9083655":38,"9084":38,"909":37,"909365":37,"9096565":38,"9098":22,"90s":29,"910000e":37,"9122":30,"913":[37,38],"9133":38,"915":31,"9162210":38,"916988":37,"91800926204":33,"919000e":37,"9195":38,"92102":2,"92338":31,"9237":22,"924":38,"9240":22,"926e":[10,30],"92855":31,"930600":37,"931":37,"9311338":38,"9329":38,"933":38,"93306":4,"9338":38,"93879":22,"9388057":38,"93889":2,"939":37,"9391":38,"9408":38,"9423":38,"943000e":37,"945":30,"946018":37,"946188":37,"9470":38,"9470009":38,"9473":32,"948":30,"950000e":37,"95125":2,"951479":37,"952883":32,"954":[2,38],"954939e":37,"9553":[38,39],"95661163330078":2,"956612":2,"957":37,"957028":37,"95707":4,"9573":32,"95795770":35,"9588995":38,"9589":38,"964":38,"964626848697662":28,"965":30,"96545":28,"966185":37,"9662737250328064":28,"968":37,"968254":37,"96887":31,"97181":2,"9725":38,"9725317":38,"9726102":38,"972800":37,"975":38,"975694":37,"976":39,"9761":38,"9761422":38,"9765777":38,"97681":2,"9774814":38,"978":39,"9805699":38,"98193858":38,"9844":38,"9844398":38,"989":38,"989514":37,"9895616":38,"9896":38,"9934495":38,"9958":38,"999":33,"9999":[35,38],"\u74dc\u5ed6\u723e":4,"\u862d\u5951":4,"\u963f\u74e6\u58eb":4,"abstract":[28,29,30,31,35,38],"break":[34,36,39],"case":[22,26,28,29,30,32,34,35,36,37,38,39],"class":[2,8,17,22,26,29,30,31,32,33,34,35,36,37,38,39],"default":[28,30,31,32,33,35,36],"export":28,"final":[0,2,21,24,26,28,30,31,32,33,34,35,36,37,38,39],"float":[2,30],"function":[9,28,30,31,32,33,34,36,37,38,39],"havaliman\u0131":4,"import":[2,4,6,8,10,12,15,17,20,22,23,24,28,29,30,31,32,33,34,35,36,37,38,39],"int":[22,28,29,31,33,39],"long":[29,33,34,35,36,37,38],"new":[1,14,22,23,24,28,29,30,31,32,33,34,35,36,37,38,39],"null":[2,8,12,17,30,33,34,35,36,38,39],"public":28,"return":[2,12,15,17,28,30,31,32,33,34,36,37,39],"s\u00e2n":4,"s\u00e3o":10,"short":[17,29,31,37,39],"static":[28,36],"super":[36,37],"switch":[28,30,35],"true":[2,12,17,22,28,30,31,32,33,34,35,36,37,38,39],"try":[28,29,33,35,39],"var":38,"while":[17,28,29,30,31,32,33,34,35,36,37,38,39],ACS:[17,37,39],Adding:36,And:[6,10,12,29,30,31,33,34,35,36,37,38,39],Are:[32,33,34],Axes:30,But:[28,29,30,31,33,34,35,37,38],CRS:[17,28,33,34,35,36,39],Doing:[32,39],FEs:38,FOR:38,For:[12,17,19,22,25,26,28,29,30,31,32,33,34,35,36,37,38,39],GIS:[29,31,39],GRS:39,IDs:39,Its:[28,36],Not:[32,33,38],OLS:38,ONS:33,One:[28,31,32,34,35,36,38,39],SRs:38,Such:28,That:[28,31,32,33,34,35,36,37,38,39],The:[1,6,10,11,19,21,22,23,24,26,29,30,31,32,33,34,36,37,39],Their:[28,39],Then:[2,6,24,30,31,35,36,37,38,39],There:[12,23,28,29,30,31,33,34,35,36,37,38,39],These:[29,30,31,33,34,35,36,37,38,39],Use:[28,33,34,35,39],Using:[23,30,33,34,35,37,38],WGS:[10,30,34,39],With:[28,30,31,32,33,36,37,39],__data:5,__geo_interface__:[12,30],__init__:22,__version__:36,_condominium:38,_decor:[35,38],_fillvalu:10,_focal:31,_global_accommod:38,_global_b:38,_global_bathroom:38,_global_bedroom:38,_global_pg_condominium:38,_global_pg_hous:38,_global_pg_oth:38,_global_pg_townhous:38,_global_rt_private_room:38,_global_rt_shared_room:38,_i_nteract:28,_matplotlib:36,_mean:39,_method:39,_neighbor:31,_origin:38,_prepare_from_str:[12,15,17,39],_read_fil:28,_scenario:38,_subplot:[2,8,12],_with_data:31,a82d:5,abb_buff:39,abb_xi:39,abbrev:[4,8],abbrev_len:8,abbrevi:22,abil:[28,32,33,34],abl:[12,28,29,30,33,35,38,39],about:[17,23,24,28,29,30,31,32,33,34,35,36,37,38,39],abov:[28,29,30,31,32,33,34,35,36,37,38,39],absenc:[30,33],absolut:[28,32,33,36,39],abstractli:38,abund:28,academ:[23,28,36],academia:28,accentu:33,accept:39,access:[2,16,23,28,30,33,34,35,37,39],accommod:[2,29,38,39],accompani:28,accomplish:28,accord:[29,31,37,38,39],account:[29,30,31,34,36,37,38],accumul:[35,36],accur:39,accuraci:[29,39],acdm:32,achiev:[28,30],acknowledg:[38,39],acquaint:31,acquir:36,acquisit:14,across:[28,29,30,31,32,35,36,37,38,39],acs:[16,17,39],act:[37,38],action:28,activ:[30,34],actual:[29,30,31,33,34,35,37,38,39],adam:22,adapt:[23,30,31,32,34,39],adcm:32,add:[12,28,30,31,32,34,35,37,39],add_basemap:[10,12,15,17,30,31,33,34,35,39],add_colorbar:30,add_legend:37,add_offset:10,add_patch:35,added:[35,38],adding:[35,38],addit:[1,5,13,17,18,28,29,30,31,32,33,34,35,36,37,38,39],addition:[28,33,38],address:[24,36,38],adj:[30,38],adjac:[22,29,31,32,34,36,37,39],adjlist:[31,39],adjlist_random_wealth:31,adjlist_wealth:31,adjust:[30,31,32,37,38],adm0_a3:8,adm0_a3_i:8,adm0_a3_u:8,adm0_a3_un:8,adm0_a3_wb:8,adm0_dif:8,admin:[7,8,30],administr:[5,7,28,30,37],adopt:[28,30,31,32,33,35,36,39],advanc:[26,29,33,36,37,38,39],advantag:[26,28,30,31,32,33,36],ae7e8017f3e97658a218ec2c2d1fbcc894f09d80f6b5f79c:28,aea:2,aesthet:28,affect:[28,29,31,32,35,36,37,38,39],afford:38,afresh:28,after:[28,31,34,35,36,37,38],again:[28,31,33,34,37,39],against:[33,34,35,36],age:[17,29,36,37],agenda:36,agent:29,agg:10,aggfunc:37,agglom:37,agglomer:37,agglomerativeclust:37,aggreg:[17,30,35,36,37,38,39],agre:[28,32],aguascalient:32,ahc:37,ahvaz:4,ahwaz:4,ahwaz_airport:4,aic:38,aid:2,aim:[29,32,33,35],air:[2,4,29],airbnb_buff:39,airbnbs_alb:39,airbnbs_ch:39,airbnbs_w_count:39,airports_clean:[3,4],akaik:38,akin:[28,31,33],alabama:22,aland:36,alaska:22,albeit:[28,38],alber:[2,17,36,39],alchemist:28,alert:32,alg:39,algorithm:[26,28,29,30,32,35,37,39],alia:39,alias:28,align:[29,30,31,34,36,38,39],alik:[28,33],aliv:37,all:[0,10,22,24,25,28,29,30,31,32,33,34,35,36,37,38,39],all_pair:31,all_poli:12,alloc:[33,34],allow:[2,25,28,29,30,31,32,33,34,35,36,37,38,39],allud:28,almost:[28,29,30,39],alon:[28,29,30,37],along:[22,31,32,33,36],alongsid:[23,35,36,38],alpha:[10,12,15,17,31,33,34,35,36,38,39],alpha_r:38,alpha_shap:35,alpha_shape_auto:35,alpha_shape_patch:35,alphanumer:31,alreadi:[28,29,33,35,37],also:[0,12,17,24,26,28,29,30,31,32,33,34,35,36,37,38,39],altern:[30,31,32,33,34,35,37,38,39],although:[28,29,30,31,32,33,34,35,37,38],althought:33,altitud:30,altogeth:[25,31,35,37],alwai:[28,31,32,34,35,36,37,38,39],ambigu:[31,32],amen:[2,29,38,39],amend:31,america:[2,36],american:[16,22,37,39],among:[32,33,36,37,38],amount:[30,31,33,34,35,36,37,38,39],amp:28,amplifi:38,ams:2,analog:[28,31,33,35,37],analogu:35,analys:[23,25,28,31,36,39],analysi:[22,23,24,25,28,29,30,31,32,33,34,36,38,39],analyst:[29,37,38,39],analyt:[23,29,30,31,34,37,39],analyz:[23,29,30,33,34,35,36,38],anaylsi:34,ancestor:33,anchor:32,anciliari:39,ancillari:28,angl:35,angleunit:10,ani:[22,28,29,30,31,32,33,34,35,36,37,38,39],annot:28,annulu:39,anoth:[28,29,30,31,34,35,36,37,38,39],anselin1995loc:34,anselin_1988:[33,38],anselin_2002:38,anselin_2003:38,anselin_2014:38,answer:[29,30,31,34,35,39],ant:31,antartica:8,anticip:38,anyth:[29,30,35],anywher:[29,31,35],apart:[2,32,38,39],api:38,app:28,appar:[28,33,35,37,38],appart:[32,38],appear:[22,28,31,33,34,35,36,37,38],append:[22,31,38,39],appli:[2,17,19,20,23,26,30,31,32,33,34,35,36,37,38,39],applic:[26,28,30,31,33,35,36,37,38,39],applymap:32,apport:39,appreci:33,approach:[26,28,30,31,32,33,35,36,37,38,39],appropri:[0,29,32,34,38],approxim:[28,31,32,35,37,39],apt:[2,12,38,39],aqua:12,arang:[20,31,32,36],arbitrari:[11,30,31,32,35,36,37],arbitrarili:38,arc:[29,31],arcgi:[28,29],archgdal:30,architechtur:28,architectur:[28,29],archiv:[12,19,21],area:[2,8,9,15,16,17,22,28,29,30,31,32,33,34,35,36,37,38],area_cod:[33,34],area_const:38,area_interpol:39,area_of_focu:31,area_or_point:30,area_sqm:[17,30,37],area_weight:39,areagrid_map:30,areal:[31,32,36,37,39],arg:[28,35,38],argu:29,arguabl:[35,36],argument:[28,34,35,38,39],aris:[28,29,31,32,34,36,38],arkansa:22,around:[3,17,23,28,29,30,31,32,33,34,35,36,37,38,39],arrai:[10,29,30,31,32,34,35,36,37,38,39],arraiz:38,arrang:[20,33,35,36,38,39],arriba:23,arriv:28,arrow:35,arsen:32,arteaga:32,articl:[22,28],artifici:31,asarrai:36,asc:12,ascend:[31,32],ascertain:36,ask:[28,31,33,34],askew:35,aspati:[26,36,39],aspect:[28,29,30,31,32,35,36,37,38],assess:[33,36,38],asset:[5,28,39],assign:[2,20,22,29,30,31,32,33,34,36,37,38],associ:[29,30,32,33,34,35,36,37,38],assum:[15,28,29,31,38],assumpt:[31,34,36,38,39],asthma:38,astronomi:28,astyp:[22,31,33,36,38,39],asymmetr:32,asymmetri:31,asymptot:38,atom:[28,30],attach:[30,36,39],attempt:[28,29,32,39],attent:[29,35,36],attenu:31,attibut:34,attr:30,attract:35,attribut:[10,17,21,22,23,29,30,31,32,33,34,35,36,37,38,39],audienc:[29,37],augment:[25,39],author:[12,15,17,29,30,33,34,39],autocorrel:[25,27,29,31,35,37,38,39],autocorrelatio:33,autofmt_xd:[36,38],automat:[28,34,39],autoregress:38,autorocorrel:34,auxillari:30,auxilliari:[28,30,39],avail:[0,10,16,19,22,28,29,30,31,36,38,39],averag:[30,31,33,34,35,36,37,38,39],average_500m_to_1k:39,average_within_500:39,avoid:[28,32,36,38],awai:[12,33,35],awar:[29,38],awat:36,awz:4,ax1:33,ax2:33,ax_:31,ax_joint:35,ax_marg_i:35,ax_marg_x:35,axes:[2,8,12,32,34,35,37],axesimag:30,axessubplot:[2,6,8,12,30,34,36,37,38,39],axhlin:[33,34,35],axi:[2,10,12,15,17,20,30,31,32,33,34,35,36,37,38,39],axis_on:32,axs:[30,31,33,34,37,39],axvlin:[33,34,35],az0:22,az1:22,az_gdf:22,b01002_001e:17,b01003_001e:17,b02001_001e:39,b02001_002e:17,b08303_001e:17,b09019_001e:17,b09019_006e:17,b15003_002e:17,b19013_001e:17,b19083_001e:17,b25001_001e:17,b25003_003e:17,b25018_001e:17,b25077_001e:17,b3ffff:32,b43b800a93c9d726934adb093be1b0a75b54baf3:18,b_ll:2,b_xy:2,bachelor:[17,37],back:[21,28,30,33,35,38,39],background:[28,32,34],bad:[22,29],baddeley2015:35,baffl:37,bai:[2,4,38],baja:32,balanc:32,balboa:[2,38,39],balboa_nam:38,ball:35,baltimor:22,band:[10,29,30,33,35,39],bandwidth:[31,35],bandwith:31,banerjee_2008:38,bar:[28,32,33,34,36,37,39],barplot:32,barrier:29,base:[1,10,22,28,29,30,32,33,34,35,36,37,38,39],base_nam:38,base_url:15,basegeogcr:10,baselin:[33,38],basemap:35,basi:[37,39],basic:[28,30,31,32,35,37,38,39],bassett:38,bathroom:[2,38,39],bay_const:38,bbox:28,bbox_to_anchor:[35,36],beach:[2,38],beach_const:38,bear:31,becam:22,becaus:[21,28,29,30,31,32,33,34,35,37,38,39],becom:[23,28,29,30,31,32,33,35,36,38,39],bed:[2,38,39],bedford:22,bedroom:[2,38,39],been:[15,21,22,28,29,33,34,36,37,38],befor:[22,28,30,31,33,34,35,36,37,38,39],begin:[22,31,32,33,35,36,37,38,39],beginn:28,begun:35,behav:[30,34,38],behavior:[23,29,31,38,39],behaviour:[28,33,38],behind:[28,33,35,36,37,38],being:[28,29,31,32,33,34,35,36,37,38],bel:23,believ:0,belong:[31,35,36,37],below:[21,22,29,30,31,32,33,34,35,36,37,38,39],belt:33,benchmark:38,benefit:[28,29,30,36],bera:38,berklei:28,bernadino:38,bernadino_const:38,bespok:[30,31,39],best:[29,30,31,32,33,34,39],beta:38,beta_:38,beta_j:38,beta_k:38,better:[2,28,29,30,31,33,34,35,37,38,39],between:[24,26,28,29,30,31,32,33,34,35,36,37,38,39],beyond:[26,28,29,30,31,33,34,35,36,37,38,39],bic:38,big:[2,28,30,35],bigger:35,bike:35,bin:[8,31,32,38],binari:[28,31,36,37,38],bind:[32,35],biologist:28,bionic:12,bird:35,birsa:4,birsa_munda_airport:4,birth:22,bishop:31,bit:[26,28,29,30,33,38,39],bivari:[37,38],black:[28,29,31,33,34,35,38],blend:[31,32],block:[24,26,33],block_mx:31,block_weight:31,bloomfield:22,blue:[28,30,32,33,34,35,36],blurb:35,bng_e:[33,34],bng_n:[33,34],boggl:30,boil:32,bold:30,bolivia:30,bolt:24,book:[0,22,23,24,26,29,30,31,33,35,36,38,39],bookdata:33,bool:[2,17,30,38,39],bool_:39,border:[28,31,35],borderlin:35,born:31,borrow:[31,39],both:[22,23,26,28,29,30,31,32,33,35,36,37,38,39],bottom20:36,bottom:[32,36],bould:22,boulder:22,bound:[28,29,32,33,34,35,39],boundari:[7,9,15,22,30,32,33,35,37,39],box:[28,29,30,35,38],box_1976:29,boxplot:[32,38,39],bp1:32,bracket:30,brain:32,brand:33,brazil:9,brazillian:30,breakfast:2,breusch:38,breviti:[36,37],brewer1997map:32,brexit:[33,34],brexit_data_path:33,brexit_vot:[33,34],bridg:[30,31],brief:38,briefli:[30,38],bright:[34,35],bring:[28,34,36,39],britain:[5,33],brk_a3:8,brk_diff:8,brk_group:8,brk_name:8,broad:[30,32,35],broadcast:36,broader:[26,29,35,38],broom:22,broomfield:22,brought:31,browser:28,brunsdon_2010:38,bucket:35,buffer:[30,31],buffer_500m:39,build:[2,6,10,22,24,26,29,30,31,32,33,34,37,38,39],build_ghsl_extract:9,build_nasadem_sd:[11,14],built:[0,28,29,30,31,33],builtin:39,bulk:32,bureau:[16,22,36,37],buzzer:2,bwr:38,bytescollect:28,bytesio:22,c683:5,c_j:32,cabl:2,cainc1:22,cainc1__all_states_1969_2017:22,caincurl:22,calcul:[2,17,28,30,31,32,33,34,35,36,37,38,39],calendar:2,california:[2,12,22,31,32,37,39],call:[12,26,28,29,30,31,32,33,34,35,36,37,38,39],came:33,camera:35,camp:38,campaign:34,campain:33,campech:32,can:[2,6,10,17,21,25,26,28,29,30,31,32,33,34,35,36,37,38,39],candid:[32,37],caninc1:21,cannot:[2,28,29,34,37,38],canon:29,canva:[10,30],capabl:[28,29,32,33,39],capita:[13,21,32],captur:[28,29,30,32,33,34,35,36,37,38,39],car:[31,35],carbon:2,card:2,cardin:[31,37],care:[23,29,30,34,35],carefulli:30,carlo:38,carlos_const:38,carmel:38,carolina:22,carri:[22,33,34,35,37,38],carson:22,cartesian:[10,31,39],cartodb:[10,30,35],cartograph:32,cartographi:[29,30],cast:[17,34],cat:2,catchment:29,categor:[2,31,32,33,34,36,37,38,39],categori:[31,32,33,34,35,37,38,39],caus:[32,35,38],caution:35,caveat:37,cbsafp:36,cdist:2,cell:[29,30,31,33,35,36,37,39],cenpi:[12,15,16,17,39],censu:[12,17,22,29,30,31,32,36,39],census10:15,census:39,center:[28,31,34,35],center_i:35,center_x:35,centr:[11,30],central:[29,31,32,35,38,39],central_grid:39,central_grid_df:39,central_i:39,central_sd_bound:39,central_x:39,central_xmax:39,central_xmin:39,central_ymax:39,central_ymin:39,centralis:28,centroid:[8,30,31,33],centroid_coordin:31,centuri:28,certain:[28,31,33,35,37,38,39],certainli:39,certainti:33,certinali:28,chain:38,challeng:[23,28,30,32,35,36,37,39],chanc:[33,34,35],chang:[12,15,17,24,28,29,30,31,32,33,34,35,36,38,39],channel:28,chapter:[0,21,22,24,25,26,28,29,30,31,32,33,34,35,36,37,38,39],characer:35,charact:38,character:[25,31,32,33,35,36,37],characteris:[25,35],characterist:[1,17,30,31,32,33,35,37,38],charlottesvil:22,chatper:39,cheaper:38,cheat:39,check:[2,28,30,31,33,34,37,38,39],checkerboard:33,chemic:38,chemist:28,chen:19,chess:31,chi2_pvalu:35,chi:35,chiapa:32,chief:32,chihuahua:32,chile:30,chip:28,choic:[28,29,30,31,32,33,35,36,37,38],choos:[32,36,39],choro:32,choropleth:[25,27,29,33,34,35,36,37],chosen:[22,31,38],chow:38,chrome:28,chunk:28,cibo:22,cid:22,cidport:10,cindex:22,circ:35,circ_patch:35,circl:[35,36,39],circumst:33,cite:[28,29,31,32,33,34,35,36,37,38,39],citi:[11,29,30,31,35,38,39],citizen:26,city_const:38,cividis_r:10,claim:38,clairemont:38,clairemont_const:38,clarif:30,clarifi:29,clase:28,clasif:32,class5:32,classfp:36,classic:[29,31,35,38,39],classif:[34,38],classifi:[32,34,35,38],clean:[1,3,7,16,19,22,28,35],cleaner:28,clear:[29,30,31,32,33,35,37,38,39],clearer:35,clearli:[26,29,30,32,33,38,39],click:28,client:[2,28],cliff1981spati:33,clifton:22,clip:[5,10,15,28,30,33],close:[15,24,28,29,31,32,33,35,36,38],closer:[30,31,33,35,37,38,39],closest:[37,38],cloud:[10,28,35,37],cls:32,club:33,clump:37,cluster:[26,27,32,33,34,38],cluster_vari:37,clutter:[35,37],cmake:12,cmap:[2,10,30,31,32,33,34,35,37,38],co0:22,co1:22,co_gdf:22,coahuila:32,coastal:[2,38,39],coastal_neig:[2,38],coastal_neighborhood:2,code:[0,12,15,17,22,23,28,30,31,32,33,34,35,36,37,38,39],codifi:30,coef:38,coeffici:[36,38],cog:10,cogent:23,cogeo:10,cognit:[28,32,39],coher:[26,37,39],cohort:36,coincid:[32,35],col:[17,37],col_wrap:37,cold:34,coldspot:34,colima:32,collabor:28,collect:[4,22,25,28,29,30,31,33,35,37,38,39],colleg:38,color:[12,17,30,31,33,34,35,36,37,38,39],colorbar:[30,35],colormap:[32,35],colour:35,cols2regi:38,column:[2,4,8,17,22,29,30,31,32,33,34,35,36,37,38,39],column_stack:39,com:[1,2,3,4,7,8,11,12,13,18,19,22,28,30],comb:22,comb_nam:22,combat:36,combin:[23,28,29,30,31,32,33,34,35,36,37,38,39],combinations_0:22,come:[17,28,29,30,31,33,34,35,37,38,39],comiss:33,comma:30,command:[28,29,31,37,38],comment:[35,39],commerci:29,commiss:[5,9],commod:30,common:[15,19,22,23,28,29,30,31,32,33,35,36,37,38,39],commonli:[31,32,33,36,37,38,39],commonwealth:22,commun:[16,28,30,37,39],commut:30,compani:28,companion:17,compar:[12,17,30,31,33,34,35,36,37,38,39],comparison:[31,32,33,34,36,37],compartimentalis:28,compat:35,compehens:36,compel:31,compet:[38,39],competit:[33,39],compil:28,complement:[29,31,32,36,37],complement_wr:31,complementari:[34,36,37],complet:[28,32,33,34,35,36,38,39],complex:[28,29,30,31,32,37,38,39],complic:[31,32,34,39],compliment:31,compoent:36,compon:[28,30,31,33,34,36,37,38,39],compos:[30,36,37],comprehens:[23,24,30,36,37,38],compress:[33,36,37],compris:[28,37],comput:[23,24,27,30,31,32,33,34,35,36,37,38,39],computation:[30,31,33,36,38],concat:[22,31],conceiv:[33,35],concentr:[32,33,34,35,36,37,38],concept:[17,24,25,28,29,30,31,32,33,36,37,38,39],conceptu:[28,30,31,33,36,37,38,39],conceptualis:36,concern:[31,34,35,36,37,38],concis:[28,33],conclud:[33,38],conclus:33,concret:37,conda:[12,15,17,28,30,31,32,33,34,35,36,38,39],condens:[33,37],condense_tre:39,condensed_tre:39,condit:[2,34,38],condo:38,condominimum:38,condominium:[2,38],conduct:[28,29,30,31,35],confid:[33,35,38],config:39,configur:[31,32,35,36,38],confin:30,confirm:[28,33,34,37],conform:30,confound:[36,38],confront:39,confus:29,connect:[25,28,30,33,35,36,37,38,39],connected:31,connected_compon:31,connecticut:22,connet:31,consecut:32,consensu:[28,30],consid:[22,23,26,29,30,31,32,33,34,35,36,37,38,39],consider:[32,36],consist:[28,29,30,31,36,37,38,39],consistantli:32,consistenti:37,consol:28,consortium:30,constant:[29,38],constant_regi:38,constel:39,constitu:[30,36],constitut:[22,31],constrain:39,constraint:32,construct:[17,29,30,31,32,33,35,36,37,38,39],constructor:[31,33],consult:[35,38],consum:[21,28,35],consumpt:28,contagi:38,contagion:38,contain:[3,5,7,9,11,12,13,14,16,17,19,22,30,31,32,33,34,35,36,37,38,39],contemporari:[23,28,29],content:[2,18,19,22,30,35],contents_manager_class:28,context:[23,26,28,29,30,31,32,33,34,35,36,37,38,39],contextili:[10,12,15,17,30,31,33,34,35,39],contextu:[28,29,33,34],contigu:[2,17,30,32,33,35,36,37],contin:[8,33],conting:35,continu:[28,29,30,31,32,34,35,37,38,39],contour:35,contrari:[30,33],contrast:[28,30,31,32,33,34,35,36,37],contribut:[36,37,38],control:[28,29,31,35,38,39],controversi:30,conu:17,convei:32,conveni:[15,28,30,31,33,34,37],convent:[29,30,31,38,39],convers:[10,38],convert:[12,28,29,30,31,35,39],convex:[35,39],convex_hul:39,convex_hull_patch:35,convex_hull_vertic:35,cook_2017:28,cooki:28,coord:[30,35],coordin:[4,10,19,30,31,33,34,35,39],copi:[22,28,31,38],core:[2,11,25,28,29,30,33,34,35,36,38,39],core_const:38,core_sample_indices_:35,corner:[31,37],corpor:29,corrcoef:38,correct:[29,32,34,36,39],correctli:[31,38],correl:[33,34,36,37,38,39],correspond:[31,32,33,34],cortez:38,cosmet:28,cost:[31,39],could:[15,28,29,30,31,32,33,34,35,36,38,39],count:[8,17,22,29,30,32,34,35,36,37,38],counter:[28,34,37],counterpart:[33,35],counti:[2,12,15,17,18,31,36,37,39],countri:[30,36],countries_clean:[7,8,30],countyfp:[22,36],countyn:36,coupl:28,cours:[28,29,31,33,38,39],covari:[37,38],cover:[11,25,28,29,30,31,32,33,35,36,38,39],coverag:[33,38],cpu:[2,8,10,12,15,17,20,30,36,39],crash:35,creat:[12,20,22,28,29,30,31,32,33,34,35,36,37,38,39],creation:[21,38],creativ:[19,23],crenel:35,crisi:28,criteria:[31,32],criterion:[31,32,38],criterium:[31,33],critic:[32,34,35,36,38,39],crop:15,cross:[33,36,38],crosstab:[34,39],crowd:38,crs:[2,10,12,15,17,20,22,30,31,33,34,35,39],crucial:[28,33,38],csafp:36,csgraph:31,csv:[2,6,19,20,30,33,34,35],csv_file:22,ctx:12,cty:8,cube:[29,30],cue:32,cultur:[3,4,7,8],cumsum:36,cumul:[35,36,38],cumulative_shar:36,current:[23,28,29,30,36,39],curriculum:23,cursor:28,curv:[30,31,36,38],curvatur:31,cut:[31,35],cv_:36,cvs:[10,30],cyan:35,cycl:28,d1k_exclus:39,d1k_w:39,d2b:2,d2balboa:[2,38,39],d500_w:39,d_df:22,d_merg:22,dai:[28,29,38,39],dakota:22,dani:23,dark:[32,33],darker:[32,34,35],darriba:[12,18],dash:35,dask:30,dasymetr:39,data:[2,5,6,8,10,13,14,16,18,20,24,25,26,33,34,35,39],data_arch:[21,22],data_byt:22,dataarrai:[10,30],dataarray585:30,dataarrayband:10,dataarrayi:30,databas:[29,30,39],datafram:[2,22,28,30,31,32,33,34,35,36,37,38,39],dataset:[0,1,3,7,9,11,13,14,15,16,17,18,19,21,25,28,29,30,31,32,33,34,36,37,38,39],datashad:[10,30],datastructur:31,date:[19,38,39],date_taken:[19,30,35],datum:[2,10,30,34,39],daunt:33,db_osgb:33,db_scenario:38,dbscan:[35,39],deaci:31,deal:[28,31,37,38],dealt:38,dean2019fronti:31,death:22,deb:12,debat:28,decad:[13,38],decai:[31,38],decemb:[5,33],decennial2010:[12,15],decid:[28,29,32,33,35,39],decim:[19,32],decis:[29,39],declin:36,decompos:36,decoupl:28,dectect:39,deem:33,deep:[30,39],deepli:29,def:[2,22,30,32,34,36],defin:[29,30,31,32,33,35,36,37,38,39],definit:[28,30,31,32,33,34,35,39],degre:[10,17,30,32,33,34,35,36,37,38,39],del:[2,38],delaunai:31,delawar:22,delimit:33,delin:[9,11,34,36,39],delta_l:36,delta_rnk:32,delv:[28,29,30,33,34,36,37],dem:[30,39],dem_clip:30,demand:[28,33,36],demograph:[37,39],demonstr:[28,31,37,38,39],denom:36,denot:[30,36,37,38],dens:[30,31,33,35,37],densiti:[29,30,31,32,33,34,36,37,38,39],depart:30,departur:33,depend:[28,29,32,33,34,35,36,37,39],depened:36,depict:36,deploi:[26,29],deprec:[12,15,17,32,34,39],deprecationwarn:39,depriv:[36,38],depth:[0,23,35,38],deriv:[29,30,31,32,35,38,39],descart:35,descend:32,describ:[28,29,30,32,33,34,36,37,38,39],descript:[30,31,34,35,37,39],descript_1:36,descriptio:36,deserv:29,design:[23,28,30,31,32,33,34,36,38,39],desir:[28,31,32,37,38],desktop:29,despin:31,despit:[29,30,31,32,34,36,38],destin:[29,31,38],detail:[0,2,22,28,30,31,34,35,36,37,38,39],detect:[25,28,34,37,39],detector:[2,33],determin:[29,30,31,32,33,34,35,37,38,39],determinist:[32,35],dev:12,devdoc:39,develop:[23,28,29,30,31,36,38,39],deviat:[33,34,35,36,39],devic:[28,33,35,36],devot:[30,35],dfrac:[33,34],diaconi:32,diag_kind:37,diagnost:38,diagon:[35,37],diagram:31,dialect:28,dialog:28,diamond:34,diari:28,dichotomi:29,dict:[2,28,31,35,36,38,39],dictat:39,dictionari:[28,31],dicuss:36,did:[29,31,37,38,39],diego:[1,2,11,14,15,30,31,39],diff:31,differ:[8,17,22,24,28,29,30,31,32,33,34,35,36,37,38,39],differenti:[28,32,38],difficult:[28,30,31,34,35,36,37,38],difficulti:[32,39],dig:31,digit:[14,32],dilat:39,dimens:[29,30,31,33,34,35,36,37,39],dimension:[29,30,35],diminish:33,dine:39,dip:[33,35],direct:[17,29,30,31,33,35,36,37,38],directli:[10,28,29,30,31,32,33,35,36,37,38,39],directori:[2,28],dis:37,disabl:29,disadvantag:[30,36],disagre:38,disappear:[28,38],discard:29,discern:[33,34,35],disciplin:[24,29,37],disclaim:0,disclos:22,disconnect:[33,35,37,38,39],disconnected_tract:31,discontinu:31,discount:38,discov:[33,37,38],discoveri:35,discrep:[35,36],discret:[29,35,39],discretis:35,discuss:[24,25,28,29,30,31,32,33,34,35,36,37,38,39],disjoint:38,disk:[29,35],disloc:28,dispar:[36,37,39],dispers:[31,36],displai:[25,28,30,31,32,33,34,35,36,37,38],displaystyl:34,displot:[32,34],dissagre:33,dissimilar:[32,34],dissolv:[37,39],distanc:[2,29,30,32,33,34,35,36,37,38],distance_statist:35,distanceband:[31,33,38,39],distant:[29,31,36,37],distil:39,distinct:[24,29,31,32,33,34,35,36,37,38,39],distinguish:[31,32,34,35],distort:[33,35],distplot:[32,34],distribut:[28,29,30,31,32,33,34,35,36,38,39],district:[33,38],district_const:38,distrito:32,divet:35,divid:[22,26,29,30,31,33,34,35,36,37],divis:31,doc:28,docker:[12,28],dockerfil:12,document:[1,3,7,9,11,14,15,19,21,28,35],doe:[0,22,25,28,29,30,31,32,33,34,35,36,37,38,39],dog:2,doing:[23,26,28,29,33,35,36],dollar:[31,32],domain:[35,39],domest:32,domin:[28,29,32,34,37],don:[28,30,31,35],done:[22,24,28,30,31,32,33,34,35,36,37,39],door:[2,28],doorman:2,dot:31,doubl:[35,36],double_scalar:39,doubt:[29,38],doughnut:34,down:[12,28,29,31,32,37,39],download:[1,3,7,8,21,28,39],downstream:28,downtown:38,downward:[31,32],drag:28,draw:[28,29,30,31,32,33,34,35,37],drawback:35,drawn:[11,31,32,34,35,36,37],drew:28,drink:39,drive:[29,33],driven:[30,36,38],driver:[2,4,6,8,12,15,17,22,28,36],drop:[2,12,20,28,35,36,38],drop_id:22,dropbox:28,dropna:[2,33,34,38],dryer:2,dtype:[2,8,10,17,22,30,32,33,34,35,36,37,38,39],dual:[31,32],due:[28,29,30,31,32,34,36,38],dummi:38,dup:22,duplic:[22,28,32,36],duque_2011:32,durango:32,durbin:38,dure:[30,39],dust:26,dynam:[28,32,36],e06000001:[33,34],e06000002:34,e06000003:34,e06000004:34,e06000010:34,e06000031:[33,34],e08000012:33,e08000036:[33,34],e0ffff:32,e4ftl01:15,each:[0,1,2,17,19,22,28,29,30,31,32,33,34,35,36,37,38,39],earli:[28,39],earlier:[28,30,32,33,35,36,37],earn:36,earth:[3,7,30,31],earthdata:[14,15],eas:[30,32,35],easi:[28,30,31,37,38],easier:[28,30,33,34,35,37,38,39],easiest:35,easili:[12,28,29,33,34,35,37],east:[10,30,31,34,35,37,38,39],eastern:[30,33,37],ecolog:[35,36],econom:[22,26,28,36,37],econometr:[29,36,38],economi:[8,36],ecosystem:[23,28,29,30],eda:33,edg:[30,31,39],edge_kw:31,edgecolor:[12,15,30,31,32,33,34,35,36],edit:28,educ:[28,33,36],effect:[22,30,32,33,35,37,39],effici:[24,28,29,30,31,35,38,39],effort:[30,35,38],efua_nam:10,ei540:32,ei5:32,eicher2001dasymetr:39,eigenvector:31,eigenvector_centr:31,eight:[31,33,34,36],either:[28,30,31,32,33,34,35,38,39],elast:38,ele:[2,30],eleS:2,elector:[5,33,34,37],electoralcommiss:5,eleg:31,element:[28,30,33,34,35,36,37,38],elev:[2,14,29,30],elevations2:30,elif:[22,32],elig:34,ellabor:33,ellips:35,ellipsoid:[10,34,39],els:[2,22,29,31,32,35,38],elsewher:[29,30,33,35,36],emb:[28,31,34,36,37,38],embed:[26,28,29,36,38],embodi:[28,38],emerg:[28,29,36,37,38],emphas:[32,36],emphasi:32,empir:[29,31,35,36,38],emploi:[32,36,37],employ:28,empti:[31,32,35,39],emul:15,enabl:[28,29,30,33],encapsul:[28,36,38],enclav:[34,39],enclos:35,encod:[22,28,29,30,31,35,37],encompass:[28,33,38],encount:[29,31,36,39],encourag:32,end:[22,28,29,30,32,33,35,36,37,38,39],endogen:38,eng:11,engin:[22,26,27],england:[33,36],english:34,engrain:28,enhanc:[28,38],enough:[28,31,32,33,34,35,37,38,39],enrich:39,ensur:[28,35,36,37],enter:[28,33,38],enterpris:28,entir:[28,29,30,31,32,33,35,38,39],entiti:[29,30,35,36],entri:[2,8,17,30,31,33,34,35,36,38,39],entropi:36,enumer:[29,35,37,39],environ:[23,24,27,29],environment:29,eps:35,epsg:[2,4,8,10,12,15,17,20,30,33,34,35,36,39],epsilon:38,epsilon_i:38,equal:[2,20,22,31,33,34,36,37,38,39],equal_interv:32,equalinterv:32,equat:[28,32,38],equip:[30,39],equival:[22,33,35,39],era:32,err:38,erron:31,error:[15,34,35,39],error_clust:38,escap:[35,39],esda:[25,33,34,36,37,38],especi:[29,38],esri:29,essenc:[31,33,36,39],essenti:[2,31,33,35,37,38],establish:[29,30],estat:28,ester1996dens:35,estim:[22,32,33,34,36,38,39],etc:[28,34,39],ethnic:34,etho:28,euclidean:37,euclidean_median:35,europ:36,europa:[9,10],european:[9,33],evalu:[32,33,35,37],even:[23,28,29,30,31,35,36,37,38,39],evenli:[31,35,36],event:[2,34,35],eventu:38,ever:30,everi:[19,20,28,29,30,31,33,34,35,36,37,38,39],everydai:23,everyon:[31,36,37],everyth:[28,29,30,39],everywher:[28,38],evid:[34,37,38],evolut:36,evolv:[28,29,36],exact:[28,29,38],exactli:[28,29,30,31,33,34,36,37,38,39],examin:[28,30,31,32,34,35,36,37,38,39],examine:35,exampl:[13,17,23,26,28,29,30,31,32,33,34,35,36,37,38,39],exce:32,excel:[23,32,33],except:[22,25,38,39],exception:38,exclud:[22,34,38],exclus:[32,36],execut:[28,36],exercis:39,exert:29,exhaust:32,exhibit:31,exist:[15,28,29,31,33,35,37,38,39],exogen:35,expand:[31,35],expans:37,expect:[31,32,33,34,35,36,37,38],expectedballot:[33,34],expens:[31,38,39],experi:[28,36,38],experienc:[28,34],experiment:28,explain:[24,29,35,36,37,38],explan:[23,38,39],explanatori:[37,38],explicilti:36,explicit:[30,32,33,35,36,38,39],explicitli:[25,26,28,31,35,36,37,38,39],explod:30,exploit:[31,34,38,39],explor:[25,26,28,29,30,31,32,33,34,35,36,38],exploratori:[25,29,30,32,33,34,35,37],expos:28,exposit:23,exposur:38,express:[28,29,30,31,33,35,36,38,39],extend:[1,2,23,30,31,35,39],extens:[28,29,30,36,37,38,39],extensive_vari:39,extent:[29,32,33,36,37,38,39],extern:37,extinguish:2,extra:[0,30,36,38],extract:[1,4,14,16,17,19,22,23,30,31,32,33,34,35,36,37,38,39],extract_el:2,extractal:22,extraordinari:33,extrem:[29,31,32,33,36,37,38,39],eyeglass:29,eyes:37,f93822:15,f_test:35,f_url:15,face:[32,39],facecolor:[12,15,30,31,35],facet:[37,39],facetgrid:37,facil:[33,38],facilit:30,facilt:22,fact:[28,29,30,31,32,33,35,36,37,38],factor:[35,36,38],fail:[15,28,36],fair:33,fairfax:22,fairli:33,fall:[12,30,31,32,35,36,37,39],fallaci:36,fals:[10,17,20,22,30,31,32,33,34,35,37,38,39],famili:[2,31,33,38],familiar:[31,36],famou:28,fanci:[24,35],fantast:38,far:[26,31,32,34,35,36,38,39],far_diff:36,fashion:[29,30,35,36,38,39],fast:[32,35],faster:[30,35],fat:32,favor:29,feasibl:32,featur:[26,27,28,29,30,31,32,36],featurecla:[4,8],features_lst:[30,39],feder:[31,32,39],feed:[26,29],feedback:29,feel:[30,38],femal:[17,37],fertil:36,fetch:39,few:[12,24,26,28,29,30,31,32,33,34,35,36,37,38,39],fewer:[35,37],ffffff:32,field:[23,28,29,30,34,35,38,39],fifth:37,figsiz:[10,12,15,30,31,32,33,34,35,36,37,38,39],figur:[28,29,30,31,32,33,34,35,36,37,38,39],file:[0,1,3,4,5,6,7,8,10,12,15,16,17,19,20,28,30,31,33,35,37,39],filenam:28,fill:[30,39],filler:17,fillna:[17,39],filter:[28,30,31,38,39],final_gdf:22,find:[2,25,28,29,30,31,33,34,35,36,37,38,39],fine:[29,35],finish:[12,31],finit:30,fiona:[22,28],fip:22,fips_10_:8,fips_df:22,fire:2,firefox:28,fireplac:2,first:[2,6,20,22,23,24,25,26,28,29,30,31,32,33,34,35,36,37,38,39],first_focu:31,fisherjenk:32,fit:[29,32,33,35,37,38,39],fitzpatrick2010ecolog:31,five:[31,32,34,35,37],fix:[28,31,34,35,38],fixed_effect:38,fixedformatt:36,fixedloc:36,fj540:32,fj5:32,flag:28,flat:28,flatten:[31,34,37,38,39],flavor:28,flaw:[30,31],fledg:[28,30],flexibl:[28,31,32,34,35,39],flickr:[19,30,35],flierprop:39,flip:[26,30],float32:[10,30],float64:[2,8,10,17,30,32,33,34,35,37,38,39],florida:22,flow:[30,32],fly:[10,28,29],fmt:32,focal:[31,38,39],focu:[28,29,30,31,32,33,34,35,36,37,38],focus:[29,30,31,33,35,36,37,38,39],folder:[11,12,15,28],follow:[11,12,15,19,21,22,28,29,30,31,32,33,34,35,36,37,38,39],fontsiz:[34,35],fool:38,footwai:30,forag:35,foral:32,forc:[23,37,38],forefront:33,forg:22,form:[23,28,29,30,31,32,33,34,35,36,37,38,39],formal:[25,30,32,33,34,36,38],formal_en:8,formal_fr:8,format:[15,19,24,28,29,30,31,32,36,37,38],former:[30,31,32,33,35,38],formul:36,formula:38,forth:30,fortuit:37,fortun:[30,31,37,38],forward:[28,39],foster:28,found:[28,29,33,35],foundat:28,four:[15,31,32,33,34,35,37],fourth:37,frac:[31,32,36,38],fraction:35,fragment:37,frame:[2,24,28,29,30,32,33,34,35],framebord:28,framework:[26,28,29,35],free:[2,10,15,29,31,32,38,39],freedman:32,freedom:38,freeli:39,frequent:23,friendli:2,from:[1,2,4,6,9,10,12,13,15,17,23,26,28,29,30,32,33,34,35,36,37,38],from_datafram:[31,33,34,36,37,38,39],from_epsg:39,from_featur:22,from_msa:[12,15,17,39],from_seri:30,fromnumer:39,fruit:36,ftp:10,fua:10,fulfil:[28,29],full:[5,23,30,31,36,37,38],full_matrix:31,fulli:[28,30,31,33,36,37,38,39],funcstat:36,fundament:[24,25,29,34,35,37,38,39],further:[26,28,29,30,31,33,34,35,36,37,38,39],furthermor:[35,37],futur:[32,34,39],futurewarn:[12,15,17,32,34,35,38,39],g4020:36,g69:36,g_i:34,g_local:34,g_map:34,g_test:35,gahegan:29,gahegan_1999:29,gain:[28,33,36],galileo:28,game:24,gamma:38,gamma_k:38,gao:33,gap:[35,36],gas:31,gaslamp:[38,39],gaussian:[35,38,39],gca:[31,38,39],gcf:[36,39],gdb:[2,20],gdf:31,gdf_simplifi:22,gdp:13,gdp_md_est:8,gdp_year:8,gds_dev:12,gds_h3:12,gds_scipy16:18,gdsbook:[21,22,28],geary1954contigu:33,gelman_2006:38,gener:[9,11,17,19,20,22,28,29,30,31,32,33,34,35,36,37,38,39],generalis:[33,35],generalised_clipped_boundaries_in_the_uk_wgs84:6,gentli:33,genuin:26,geo:[26,29,30,35,39],geo_json:12,geo_json_conform:12,geocod:[2,31],geocomput:[24,28],geocub:30,geodatafram:[4,8,12,17,20,22,28,29,30,31,33,34,37,38,39],geodet:[10,34,39],geofip:[22,36],geog:34,geogc:30,geograph:[18,19,24,25,26,27,31,32,33,34,35,36,37,38,39],geographi:[6,23,24,26,29,30,31,33,34,36,37,38,39],geographicdata:28,geoid:[12,17,22,31,36,37,39],geojson:[1,2,3,4,6,7,11,12,15,16,28,33,34,38,39],geoloc:2,geom:30,geometr:[30,31,32],geometri:[2,4,8,10,12,17,18,20,21,28,29,30,31,32,33,34,35,36,37,38,39],geometries_from_polygon:39,geomspac:39,geonam:[22,36],geopackag:[21,22],geopanda:[2,4,6,8,10,12,17,20,22,28,29,30,31,32,33,34,35,36,37,38,39],geopi:2,georeferenc:35,georg:29,georgia:22,geoseri:[2,12,28,30,31],geospati:[27,29,30],geostatist:[38,39],geotag:[19,35],geotif:[10,30],geotiff:10,geotransform:[10,30],geou_dif:8,geounit:8,geovisu:37,gestalt:38,get:[2,10,12,17,22,23,28,29,31,33,34,35,36,37,38,39],get_clust:39,get_dummi:2,get_mean_elev:30,get_points_arrai:31,get_xlim:39,get_ylim:39,geti:34,getis1992analysi:33,getisord:[33,34],ghs_fua_ucdb2015_globe_r2019a:10,ghs_fua_ucdb2015_globe_r2019a_54009_1k_v1_0:10,ghs_pop:9,ghs_pop_e2015_globe_r2019a_54009_250:10,ghs_pop_e2015_globe_r2019a_54009_250_v1_0_13_11:10,ghs_pop_mt_globe_r2019a:10,ghsl:30,ghsl_sao_paulo:[10,30],ghsl_sp:10,giant:28,gibbons_2015:38,gini:[17,37],gini_by_col:36,gini_spati:36,gini_spatial_by_col:36,github:[12,13,15,17,18,22,28,39],give:[28,30,32,33,34,35,36,37,38,39],given:[28,29,30,31,32,33,34,35,36,37,38,39],glanc:[31,34,36,37],glimps:31,glob:22,global:[15,30,32,34,35,37,38],gluschenko_2018:36,gm_error_het:38,gm_lag:38,gmap:2,goal:[28,29,35,39],goe:[31,35,38],going:[28,30,35,39],goldenrod:35,gone:39,good:[28,29,30,31,32,33,34,35,36,37,38,39],goodchild2007citizen:35,goodchild_2007:29,goodchild_2007a:29,googl:[2,28],google_maps_kei:2,googlemap:2,gostar:34,gostat:34,got:[37,38,39],gotcha:[12,15,17,39],gov:[5,6,14,15,16,22],govern:[22,31],government:38,gpd:[2,20,22,28],gpk:21,gpkg:[8,10,17,21,22,30,31,36,37,39],gps_code:4,gpu:28,grab:31,gradient:[32,35],gradual:36,grain:29,grammar:38,grant:38,grantvil:38,grantville_const:38,granular:35,graph:[29,31,33,37,38,39],graph_from_gdf:30,graph_from_plac:30,graph_to_gdf:30,graphic:[28,29,33,34,35,36],grasp:37,great:[5,28,29,33,36,37],greater:[30,32,35],greedi:32,green:[12,28,30,33,34,35,39],greenwich:[10,30,34,39],greenwichgeographic_crs_nam:30,grei:[32,33,34,35],grid:[29,30,31,35,39],grid_df:39,grid_map:[10,30],gridsiz:35,gridspec_kw:35,gross:32,ground:[29,30],group:[31,32,33,34,35,36,37,38,39],groupbi:[2,36,37,38,39],grow:[23,28,29,35,36],grown:[28,29],gs69:36,gstool:39,gt_intersect:30,gt_line:30,gt_point:30,gt_polygon:30,gtiff:15,gu_a3:8,guam:22,guanajuato:32,guarante:32,guerrero:32,guess:[33,35,39],guid:[28,29,31,33,37],guidanc:[28,35,39],gwalior:4,gwalior_airport:4,gwl:4,gym:2,h3_all:12,h3_grid:39,h3_land:12,h3_to_geo_boundari:12,hack:0,hacker:28,had:[28,30,31,32,33,36,39],hair:2,half:[34,35,37],hampshir:22,hand:[17,30,31,32,33,34,35,36,37,39],handi:28,handier:15,handl:[22,29,31,38],handsom:28,hanger:2,hanson98:32,happen:[29,33,35,37,38,39],happi:0,hard:[30,33,35,38],harder:[38,39],hardest:37,hardwar:28,harn:39,has:[21,23,28,29,30,31,32,33,34,35,36,37,38,39],haunt:33,have:[0,15,21,22,23,24,25,26,28,29,30,31,32,33,34,35,36,37,38,39],haven:38,hawaii:22,hdbscan:39,hdbscan_:39,head:[2,4,12,22,28,30,31,34,36,37,38,39],head_length:35,head_starts_at_zero:35,head_width:35,header:28,headtailbreak:32,health:38,hear:29,heart:31,heat:2,heavi:[32,38],heavili:28,heigh:2,height:[28,35,38],heights_const:38,held:39,help:[28,29,30,31,33,34,35,36,37,38,39],henc:[0,28,29,31,33,38,39],her:28,here:[26,28,29,30,31,32,33,34,35,36,37,38,39],het:38,heterogen:32,heteroskedast:38,heurist:32,hex:12,hex_id:12,hexagon:[11,12,29,31,35,39],hexbin:35,hexlat2w:31,hgt:15,hh_femal:[17,37],hh_total:[17,37],hidalgo:32,hidden:[23,35],hide:37,hierarch:[29,31,39],hierarchi:[36,37],high:[23,28,29,31,32,33,34,35,36,37,39],higher:[28,31,32,33,34,35,38],higher_ord:37,highest:[30,31,32,33,35,37],highli:[33,34,35,38,39],highlight:[29,32,36],highlight_valu:32,highris:38,highwai:[30,38],hill:38,hill_const:38,hills_const:38,hing:32,hint:31,hist:[8,31,32,38],histogram:[31,32,33,34,35,36,38],histor:[28,29,30,38],histori:33,histplot:[32,34,36],histtyp:[31,38],hit:[22,28],hline:38,hmap:34,ho_const:38,hold:[25,28,29,33,36,37],hole:35,home:[10,28,29,38,39],homepart:8,hometown:30,homogen:32,hood:[31,32],hood_residu:38,hope:36,horizont:[34,35],horizontalalign:31,hospit:33,host:[28,35],hosting_amenity_49:2,hosting_amenity_50:2,hot:[2,34,39],hotspot:34,hour:2,hous:[2,17,37,38,39],household:[17,31,36,37],how:[0,12,23,24,26,28,29,30,31,32,33,34,35,36,37,38,39],howev:[22,25,28,29,30,31,32,33,34,35,36,37,38,39],href:28,ht40:32,html:[12,15,16,17,28,39],http:[1,2,3,4,5,7,8,9,10,11,12,13,14,15,16,17,18,19,22,28,30,39],hub:38,hubbi:31,hue:[32,37],hull:[35,39],human:[33,39],hundr:19,hurdl:23,hyper:[31,35],hypothes:38,hypothesi:[33,36,38],hypothesis:38,hypothet:35,i_i:34,ial:32,iata_cod:4,idaho:22,idea:[26,28,29,30,31,33,34,35,36,37,38,39],ideal:28,ident:[35,36,37,38],identif:34,identifi:[30,31,32,34,36,37,38,39],ids:[31,39],ifram:28,ignf:15,ignor:[31,32,35,38],ignore_geometri:28,iinqdhsde9:28,ill:32,illinoi:22,illustr:[26,28,29,30,31,32,35,36,37,38,39],iloc:[10,20,22,31],imag:[19,28,29,30,35],imagin:[30,31,33,38],immedi:[30,31,33,38,39],immendi:33,immens:28,immut:35,impact:[30,31,32,36,37,38,39],imped:30,implement:[28,29,30,31,32,35,36,37,38,39],impli:[30,31,32,34,35,36,37,38],implic:[32,34,36,37],implicit:[31,39],implicitli:37,importantli:29,impos:[31,35,37],imposs:[30,39],impress:[35,37],improv:[23,28,29,32,38,39],imshow:[10,30,39],inadmiss:32,inadvert:30,incent:29,incid:38,includ:[0,1,12,18,19,22,28,29,30,31,32,33,34,35,36,37,38,39],inclus:[31,34,39],incom:[17,31,32,33],income_gini:[17,37],income_grp:8,income_shar:36,inconsequenti:31,incorpor:[31,32,36,37,38,39],incorrect:32,increas:[31,35,36,37,38,39],increasingli:29,incur:38,inde:[24,28,29,30,31,32,33,35,36,37,38,39],indegre:31,independ:[29,30],independent_city_:22,index:[8,12,17,20,22,29,30,31,32,33,34,35,37,38,39],index_col:[33,34],index_right:39,indiana:22,indic:[17,30,32,35,36,37,38,39],indirect:38,individu:[0,23,29,30,31,32,33,36,37,38,39],indonesia:30,indoor:2,induc:35,industri:[28,39],industrycl:[22,36],ineffici:[30,38],inegi2:31,ineq_20_20:36,inequ:[17,22,26,27,37],inequl:36,inevit:39,inf:32,infer:[29,33,34,36],inferenti:35,infinit:[29,30,35],influenc:[23,29,35,37,38],info:[2,8,17,28,29,30,33,34,35,38,39],infograph:29,inform:[5,13,17,18,19,22,24,28,29,30,31,32,33,34,35,36,37,38,39],infrar:30,infrastructur:28,infti:32,ing:35,inhabit:39,inher:[37,38],inherit:29,inici:37,init:[2,12,15,17,20,39],initi:[12,15,17,28,30,31,32,33,34,35,37,38,39],initialis:37,inlin:[2,4,8,12,15,20,22,31,32,33,34,35,36,38],inmedi:33,innov:24,inoper:30,inplac:[22,36,38],input:[31,35,37,38,39],inroad:28,insert:34,insid:[1,25,28,34,35],insideairbnb:[1,2],insight:[23,26,28,33,34,36,37,39],inspect:[6,28,30,31,32,36,37,38,39],inspir:36,instal:[12,22,28],instanc:[29,30,31,33,34,37,38],instead:[2,26,28,29,30,32,33,34,35,37,38,39],institut:29,instrument:[37,38],int16:39,int32:[37,39],int640crs_wkt:[10,30],int641arrai:[10,30],int64:[2,8,10,30,33,34,37,38,39],int64index:[2,8,17,30,39],intang:38,integ:[28,37],integr:[23,28,29,30,35,36,39],intellectu:[25,35],intellig:[23,37],intend:[30,38],intens:[23,31,32,33,35,39],intensifi:29,intensive_vari:39,intent:[26,29],inter:[29,31,32,36],interact:[24,28,29,30,31,38],intercept:38,interchang:[28,29],intercom:2,interconnect:29,interdepend:38,intereperson:36,interest:[28,29,30,31,32,33,34,35,36,37,38,39],interestingli:[30,32],interfac:[28,30,35],interior:35,intermedi:[31,32],intern:[4,23,28,29,31,32,37],internalis:35,internet:[2,28,35,39],interoper:[28,31],interperson:36,interpret:[28,29,30,32,33,34,35,36,37,38],interregion:36,interrog:[33,37,38],interrupt:[30,39],intersect:[12,22,28,30,35],interv:[33,38],intim:37,intptlat:36,intptlon:36,intra:[31,32],intract:38,intraregion:36,intrins:[36,37,38],introduc:[0,25,28,33,35,36,37,38,39],introduct:28,introductori:23,intruct:29,intuit:[26,28,31,33,34,35,37],invalid:[37,39],invers:31,investig:[30,35,38],involv:[24,25,29,30,31,32,34,35,36,37,39],ioannidis_2007:28,iowa:22,ipkernel:39,ipykernel:39,ipynb:[1,3,7,9,11,14,16,19,21,28],ipython:[28,39],iqr:32,iron:[2,29],irregular:[35,37],irrelev:30,irrespect:34,is_coast:38,is_til:30,isin:[17,22],isinf:38,island:[8,22,30,31,33,37,39],isntanc:26,iso:30,iso_a2:8,iso_a3:8,iso_a3_eh:8,iso_n3:8,isol:[28,29,30,36,38],isomorph:31,issu:[28,31,32,35,36,39],itali:38,italy_const:38,iter:[28,30,32,36,37,38,39],its:[2,6,22,28,29,30,31,32,33,34,35,36,37,38,39],itself:[17,26,28,29,30,32,34,35,36,37,38,39],ixr:4,jackson:36,jalisco:32,januari:22,japan:30,jargon:[26,35,38],jarqu:38,javascript:28,jc540:32,jc5:32,jefferson:22,jenks_1971:32,jenkscaspal:32,jeodpp:10,jersei:22,jiang_2013:32,job:28,join:[2,12,15,17,22,31,34,36,37,38,39],join_count:33,joint:32,joint_ax:35,jointli:[32,38],jointplot:35,jolla:[2,38],jolla_const:38,journei:[30,35,37],jovyan:[10,28],jrc:[9,10],json:[17,39],julia:30,jump:[23,37],june:22,jungl:33,jupit:28,jupyter_lab:28,jupyter_landing_pag:28,jupytext:28,jurisdict:[22,38],just:[2,23,30,35,36,37,38,39],justif:38,k5cl:37,k5desc:37,k5mean:37,k5size:37,k_neighbor:39,k_q:32,kansa:22,kde:[36,37],kdeplot:[35,37],kdtreeboruvkaalgorithm:39,keep:[2,8,28,31,34,35,36,37,38,39],keep_simul:35,kei:[2,12,17,28,29,30,31,32,33,35,36,39],keith:29,kendalltau:34,kensington:38,kensington_const:38,kentucki:22,kept:32,kernel:[28,32,33,36,38],keystrok:28,keyword:[28,35,38],kick:22,kid:2,kilomet:37,kilometr:31,kind:[23,24,28,29,30,31,34,35,36,37,38,39],kit:2,kitchen:2,kitwar:12,kluyver2016jupyt:28,kmean:37,kneighborsregressor:39,knn4:31,knn4_bad:31,knn:[33,34,35,37,38],knn_6:31,know:[30,31,34,35,38,39],knowledg:[26,28,29,35,39],known:[28,29,32,33,35,37,38,39],koenker:38,krige:[38,39],kurtosi:[36,38],kwarg:[28,38,39],l_price:[2,38],la_paz:22,label:[17,22,30,31,34,35,36,37,38,39],labelrank:8,labels_:[35,37,39],lack:[32,33,35,36,39],lad16cd:[33,34],lad16nm:[33,34],lad16nmw:[33,34],lad:[33,34],lag:[34,39],lag_categor:39,lag_residu:38,lag_spati:[33,34,38,39],lai:[30,35],lake:36,lambda:[2,12,17,20,38,39],land:[28,37],languag:[28,29,30],laptop:[2,28],larg:[2,8,17,21,23,25,28,29,30,31,32,33,34,35,36,37,38,39],larger:[2,28,29,31,32,33,36,37,38],largest:[28,30,32,33,34,37],largest_tract:30,largest_tract_id:30,last:[32,34,35,36,38],lastcensu:8,lat2w:[31,37],lat:[2,33,34,39],lat_0:2,lat_1:2,lat_2:2,latent:[31,38],later:[15,29,30,31,33,35,37,38,39],latest:12,latex:28,latin:22,latitud:[2,19,20,29,30,31,34,35,36,39],latitude_longitudespatial_ref:30,latter:[31,32,33,35,36,38],lattic:[31,33],launch:[12,28],launcher:28,law:[31,32,37],layer:[6,22,28,29,39],layout:[29,30,31],lbl:35,ldet:38,ldot:[32,36],lead:[28,31,32,34,36,38],leapfrog:37,learn:[26,28,29,30,33,35,36,37,38,39],learner:23,learnt:35,least:[29,30,31,32,33,35,38,39],leav:[31,32,33,34,36,37],led:37,left:[28,31,33,34,35,36,38,39],left_on:[31,38,39],lefthand:30,legal:31,legend:[2,22,31,32,33,34,35,36,37,38,39],legend_kwd:[32,33,34,36],legendgram:39,legisl:22,leisur:39,len:[20,22,26,30,31,35,36,38],lend:36,length:[20,28,29,30,31,32,35,39],length_includes_head:35,lengthunit:10,lens:29,leon:32,less:[22,28,30,31,32,33,35,36,37,38,39],let:[12,15,28,29,30,31,32,33,34,35,36,37,38,39],letter:35,level:[8,12,15,17,22,28,32,33,34,35,36,37,38,39],level_1:37,leverag:[29,33,38,39],levi:23,lib:[12,15,17,28,30,31,32,33,34,35,36,37,38,39],libpys:[13,31,33,35,37,38,39],librari:[28,29,30,33,38],licens:23,lies:37,life:[23,33],lift:38,ligher:32,light:[12,32,34,36,38],lightblu:34,lighter:32,lightgrei:31,lightweight:[6,28],like:[25,28,29,30,31,33,34,35,36,37,38,39],likelihood:38,likewis:30,lilac:12,limegreen:35,limit:[17,29,30,31,32,35,36,37,38],linda:38,line:[29,30,31,33,34,35,36,37,38],line_kw:[33,38],linear:[33,37,38],linecod:[22,36],linestr:30,linestyl:[31,35,38,39],linewidth:[12,30,31,33,34,35,36,37,38,39],link:[0,19,28,29,30,31,36,38,39],linkag:[24,29,31,37,38,39],linspac:39,linux:28,lisa:34,list:[1,2,12,17,22,28,30,31,35,36,37,38,39],listedcolormap:34,liter:[24,38,39],literatur:[28,31,32,33,36,38,39],littl:[34,35,38,39],live:[2,29,36,37,38],liverpool:[19,33],llave:32,lng:2,load:[28,30,32,33,35,39],loc:[2,8,17,22,30,33,34,35,36,38],local:[21,25,27,28,31,33,35,36,37,38],local_authority_district:[6,33,34],local_authority_districts_december_2016_:6,local_average_bedroom:39,local_i:38,local_mod:39,localhost:28,localis:35,locat:[1,2,3,4,23,25,29,30,32,33,34,35,36,37,38,39],lock:2,log:[2,28,32,38],log_pric:[2,38,39],logic:[31,35,37,39],login:15,logo:28,logo_transpar:28,loma:38,lon:[2,34,39],lon_0:[2,30],london:[33,34],long_len:8,longer:[28,32,36],longitud:[2,10,19,20,29,30,31,34,35,36,39],longitudin:36,longstand:36,look:[17,28,29,30,31,32,33,34,35,36,37,38,39],loop:[29,34,37],loosest:35,lorenz:36,lorenz_curv:36,lose:[30,31],loss:32,lost:28,lot:[28,33,35,39],lotniczi:4,loui:22,louisiana:22,low:[32,33,34,36,37,38],lower:[28,31,32,34,36,37,38],lowest:[32,36,38],lpdaac:14,lrg_nei:2,lsad:36,lsoa:37,lst:2,lsuffix:38,lu2005bayesian:31,lucr:[38,39],ludhiana:4,luh:4,lui:32,luxuri:39,m_2:34,m_g:36,machin:[26,28,29,30,33,35,39],machineri:28,maco:28,made:[28,29,32,35,36,38,39],magic:[28,38,39],mai:[0,12,28,29,30,31,32,33,34,35,36,37,38,39],main:[12,22,23,24,28,29,30,31,33,34,36,37,38,39],mainli:[17,35],maintain:[28,36],major:[32,33,35,36],make:[0,2,12,15,17,22,26,28,29,30,31,32,33,34,35,36,37,38,39],maker:36,malaysia:30,mall:29,manag:[19,30,39],mani:[17,23,25,28,29,30,31,32,33,34,35,36,37,38,39],manifest:[26,36],manipul:[30,34,36],manner:[30,31,32,37,39],manual:[11,30,31],map:[2,12,17,22,27,28,29,30,31,33,34,36,38],mapclassifi:[32,36],mapcolor13:8,mapcolor7:8,mapcolor8:8,mapcolor9:8,mapnik:28,mar:[2,38],margin:35,marginheight:28,marginwidth:28,mariana:22,marin:38,marina:38,marina_const:38,mark:[28,29,33,35],markdown:28,markedli:32,marker:[30,31,35,38,39],markers:[30,31,35,39],market:[23,33,38],markup:28,maryland:22,mask:[15,28,34],mass:[31,35],massachusett:22,master:22,match:[28,30,31],matched_nam:22,materi:38,math:[28,33],mathbf:38,mathemat:[28,29,30,31,33,35,38],matplotlib:[2,4,6,8,10,12,15,20,22,30,31,32,33,34,35,36,37,38,39],matric:[29,30,33,36,37,38],matrix:[29,31,33,34,36,37,38,39],matter:[29,31,35,38],maup:35,max:[8,30,37],max_label:8,max_poli:30,maxi:[30,39],maximum:[31,35,39],maximumbreak:32,maxp:32,maxx:[30,39],mayb:30,mb540:32,mb5:32,meaining:23,mean:[17,28,29,30,31,33,34,35,36,38,39],mean_bb:33,mean_bw:33,mean_cent:35,meaning:[32,34,37,39],meaningless:37,meant:[28,33],measur:[15,25,26,29,30,31,32,33,34,35,37,38,39],mechan:[34,35,37],mechansim:31,med_cent:35,media:[23,28],median:[17,31,32,35,36,37,38,39],median_ag:[17,37],median_hh_foc:31,median_hh_incom:[17,31,37],median_hh_income_foc:31,median_hh_income_neighbor:31,median_house_valu:[17,37],median_no_room:[17,37],mediat:[28,29,38],medicean:28,medicean_star:28,medium:[28,37],meet:[23,35],meixu:19,melt:29,member:[28,31,37],membership:[31,32,36,37,38],memori:[2,8,17,29,30,31,33,34,35,38,39],mention:[28,30,31,37],menu:28,mercat:[4,33,34,35],mere:39,merg:[15,31,33,34,38,39],merged_df:22,merged_gdf:22,meridian:[34,39],merit:32,mesa:38,mesa_const:38,meshgrid:[31,39],meso:32,mess:37,messag:[31,33,38,39],met:38,metadata:[30,35,39],metaphor:29,metdivfp:36,meter:[35,39],method:[10,12,15,17,23,24,25,26,28,29,30,31,32,33,35,36,37,38,39],method_nam:30,methodolog:33,metr:[10,30,33,35,39],metrearrai:10,metric:[31,36,37,39],metropolitan:[16,17,32,37],mexican:[13,31,32],mexico:[22,31,32],mexicojoin:[31,32],mgwr:39,mi_result:37,michigan:22,michoacan:32,micro:36,mid:[4,32,36],middl:[29,30,32,35,37,38],mideast:36,midlothian:33,midtown:38,midtown_const:38,might:[28,30,31,32,34,35,36,37,38,39],mile:[31,37],militari:4,million:19,mimic:38,min:[8,30,32,35,37],min_cluster_s:39,min_label:8,min_rect_height:35,min_rect_patch:35,min_rect_vertic:35,min_rect_width:35,min_rot_rect:35,min_rot_rect_patch:35,min_sampl:[35,39],min_thr:33,min_threshold_dist:33,min_zoom:8,mind:[12,15,17,26,28,30,31,32,34,35,36,38,39],mini:[30,39],minim:[30,32],minima:36,minimum:[31,32,33,35,39],minimum_bounding_circl:35,minimum_bounding_rectangl:35,minimum_rotated_rectangl:35,minnesota:22,minor:35,minp:35,minut:39,minx:[30,39],mira:38,mirror:[29,39],mis:[28,38],misconcept:29,misinterpret:[35,38],mislead:35,mismatch:22,miss:[2,17,23,29,30,36,38,39],missing_df:22,missing_gdf:22,missing_nam:22,mission:[2,38],mission_const:38,mississippi:[22,36],missouri:22,mistak:[2,28],mistakenli:35,mix:38,mo_:36,mobil:36,modal:32,mode:[15,28,29,36,39],model:[14,24,26,30,31,34,35,37,39],modern:[28,29,38],modest:[34,37],modifi:[28,38,39],modul:[28,31,32,33,35,36,39],modular:28,modularis:28,modv6_dal_g:15,moll:30,mollweid:10,moment:[34,36,38],monoxid:2,montana:22,moran1948:33,moran:[36,37,38],moran_by_col:36,moran_loc:[34,38],moran_local_r:34,moran_r:34,moran_stat:36,more:[2,6,19,23,28,29,30,31,32,33,34,35,36,37,38,39],morelo:32,moreno:38,moreov:31,morevo:36,morpholog:[36,37],most:[17,22,25,26,28,29,30,31,32,33,34,35,36,37,38,39],mostli:[33,39],moto:28,mount:28,mountain:36,move:[26,28,29,30,31,32,33,35,36,37,38,39],movement:[32,33,35,36],mozilla:28,mp5:32,msa:[14,22],msd40:32,msd:32,msg:[32,34],msoa:37,mtfcc:36,much:[2,6,28,29,30,31,32,33,35,36,37,38,39],multi:[29,30,32,37],multicollinear:38,multidigraph:30,multidimension:37,multifacet:37,multiindex:30,multilevel:[37,38],multipl:[30,32,39],multipli:32,multipolygon:30,multivari:[37,38],munda:4,museum:38,must:[29,30,31,34,35,36,37,39],mutual:[32,35,36],mxs:32,n00:[30,35],n01:30,n04:30,n_cluster:37,n_comma:22,n_compon:31,n_i:36,n_level:35,n_neighbor:39,n_simul:[31,38],nad83:[2,39],naiv:[32,38],name:[2,4,8,12,17,22,28,29,30,32,34,35,36,37,38,39],name_:8,name_alt:8,name_ar:8,name_bn:8,name_ciawf:8,name_d:8,name_el:8,name_en:8,name_fr:8,name_hi:8,name_hu:8,name_i:38,name_id:8,name_it:8,name_ja:8,name_ko:8,name_len:8,name_long:8,name_nl:8,name_pl:[4,8],name_pt:[4,8],name_ru:[4,8],name_sort:8,name_sv:[4,8],name_tr:[4,8],name_vi:[4,8],name_x:38,name_zh:[4,8],namedf:22,namelsad:[22,36],nan:[30,36],narr:[0,23,28],narrow:[36,37],nasa:[14,28,39],nasadem:[15,30,39],nasadem_hgt:15,nasadem_hgt_:15,nasadem_hgt_n32w117:15,nasadem_hgt_n32w118:15,nasadem_hgt_n33w117:15,nasadem_hgt_n33w118:15,nasadem_sd:[30,39],nat:36,nation:[5,6,36],natlscal:4,natur:[3,7,10,25,26,29,30,31,32,33,34,35,36,37,39],naturalearthdata:[3,4,7,8],nayarit:32,nb_uid:12,nbserver:28,nbsp:22,ncol:[34,35,37],ndarrai:36,ndistanc:35,ne_10m_admin_0_countri:8,ne_10m_airport:4,ne_id:[4,8],near_diff:36,nearbi:[31,33,34,36,37,38],nearest:[31,33,34,35,37,38,39],nearli:[30,31,35,36,37,38,39],nebraska:22,necess:28,necessari:[23,29,31,37,38],necessarili:[28,29,32,35,36,39],necessit:[31,32],need:[10,23,24,28,29,30,31,33,34,35,36,37,38,39],neg:[30,32,33,34,36,37,38,39],neigbourhood:38,neigh:2,neighbor:[25,31,32,33,34,35,36,37,39],neighborhood:[2,30,31,33,34,37,38,39],neighborhood_cleans:2,neighborhood_effect:38,neighbour:[31,33,38],neighbourhood:[2,30,33,38],neighbourhood_cleans:[2,38],neither:35,nest:[35,37],network:[29,31,39],networkx:[29,30,31],nevada:22,never:[29,35,36,37],nevertheless:28,new_da:30,new_graph:30,newli:[33,34],next:[15,28,30,31,32,33,34,35,36,37,38],nicer:35,nielsen_2020:28,night:33,nightli:[38,39],nine:37,nir:30,nm0:22,nm1:22,nm_gdf:22,nn_d:35,nn_ix:35,no_def:[2,30],no_official_mark:[33,34],nobel:28,nodatav:30,node:[29,30,31],node_kw:31,noderiv:23,nois:[34,35,38],nomin:32,nominatim:2,non:[2,8,15,17,26,28,29,30,31,32,33,34,35,36,37,39],non_neighboring_diff:31,noncommerci:23,none:[4,12,15,28,30,31,33,34,35,36,38,39],nonetheless:36,nonneighbor:31,nonrandom:35,nonzero:31,nor:35,normal:[30,32,35,38],normalized_label:39,nort:32,north:[2,10,22,30,31,32,33,34,35,36,38,39],northern:22,northwest:38,northwest_const:38,not_coast:38,notabl:33,notat:[28,33,36],note:[2,21,22,28,29,30,31,32,33,34,35,36,37,38,39],note_adm0:8,note_brk:8,notebook:[0,12,15,22,34],notebook_cookie_secret:28,notebookapp:28,noth:[29,36],notic:36,notion:[24,28,29,31,32,33,35,36,38],notori:33,novel:23,novemb:22,now:[12,20,25,28,30,31,32,33,34,35,36,37,38,39],nowadai:28,nrc:22,nrcs143_013696:22,nrow:[34,37],nuanc:32,nuevo:32,nuisanc:34,number:[17,19,20,22,28,29,30,31,32,33,34,35,36,37,38,39],numer:[31,32,33,34,37],numpi:[20,31,32,33,35,36,37,38,39],nut:24,nybb:28,oaxaca:32,obei:31,obj:28,object:[2,8,17,22,28,29,30,31,32,33,34,35,36,37,38,39],objectid:[33,34],obscur:[28,29,30,35,37],observ:[2,25,29,30,32,33,34,35,36,37,38,39],obtain:[6,26,30,31,32,33,34,35,36,37,38,39],obviou:[28,29,30],ocampo:32,occupi:[17,28,29],occur:[29,33,34,35,36,38,39],occurr:33,ocean:[2,38],odd:[29,31,35],oecd:9,off:[28,31,35,37,38,39],offer:[23,26,28,31],offic:[5,6,28],offici:[0,22,28,31,33],offset:30,often:[25,26,29,30,31,35,36,37,38,39],ogc:30,ohio:22,oiaw:4,oklahoma:22,old:[22,24,28,38],older:[28,36,37],ols:38,ols_regim:38,omega:36,omiss:[29,36,38],omit:[22,30,34,36,38,39],omit_fip:22,omnibu:38,onc:[15,22,28,29,30,31,32,33,35,36,37,38,39],one:[12,19,22,26,28,29,30,31,32,33,34,35,36,37,38,39],ones:[28,30,31,32,33,34,35,38,39],onewai:30,onli:[2,8,12,20,28,29,30,31,32,33,34,35,36,37,38,39],onlin:[0,35],onto:30,opaqu:[28,35],open:[2,15,22,23,29,30,39],open_rasterio:[10,30],opendata:10,openess:28,openstreetmap:[28,30,39],openstretemap:39,oper:[28,29,30,33,34,37,38,39],operationalis:29,opos:34,oposit:[30,33],opportun:[23,28,39],oppos:37,opposit:[29,30,33,37],opt:[12,15,17,28,30,31,32,33,34,35,36,38,39],optic:30,optim:[10,32],optimi:32,optimis:30,option:[15,28,31,37,39],orang:[12,31,38,39],ord:[29,34],ord_2010:29,order:[10,12,15,17,28,30,31,32,33,35,37,38,39],ordin:32,ordinari:38,ordnanc:33,oregon:22,org:[4,5,22,28,39],organ:[23,28],organis:[29,30,35,36],orient:[25,29],orig_near_2:38,origin:[1,5,6,10,13,17,18,19,21,28,29,30,31,32,33,34,35,36,37,38,39],osm:28,osmid:[30,39],osmnx:[30,39],otai:38,oth:31,other:[2,23,24,26,28,29,30,31,32,35,36,37,39],otherwis:[33,34,36,38,39],our:[12,23,25,26,28,29,30,31,32,33,34,35,36,37,38,39],ourselv:[31,35,38],out:[8,15,22,28,29,30,31,33,34,35,36,37,38,39],out_p:10,outcom:[34,35,36,38],outdegre:31,outer:31,outgo:31,outler:32,outli:31,outlier:[31,32,34,36,38],outlin:[24,30],output:[28,33,34,35,37,38,39],outset:29,outsid:[22,28,31,33,35],ovelai:35,over:[22,23,28,29,30,31,33,34,35,36,37,38,39],overal:[17,29,30,32,33,34,35,36,37,39],overcom:[35,38],overconcentr:32,overcrowd:30,overhang:35,overlai:[12,31,33,35],overlaid:35,overli:36,overpass_set:39,overplot:30,overpredict:38,overrid:32,overst:38,overview:[28,30,31,32,35,38],overwrit:15,overwritten:15,own:[29,30,31,34,36,37,38,39],oxford:34,p001001:15,p_i:38,p_sim:[33,34,36,37,38],p_sim_bb:33,p_sim_bw:33,pacif:[2,38],pack:35,packag:[12,15,17,23,29,30,31,32,33,34,35,36,37,38,39],pagan:38,page:28,pai:[38,39],paid:36,painstakingli:28,paint:37,pair:[29,30,31,32,33,34,36,37,39],pairplot:37,pairwis:[31,36,37],pale:[12,31],palett:[28,32,38],panda:[2,20,22,28,30,31,32,33,34,35,36,37,38,39],pane:28,panel:33,paper:[28,32],paradigm:28,parallel:[28,30,36],param:38,paramet:[10,28,32,35,38],parameter:39,paraphras:29,pari:36,park:[2,30,38,39],park_const:38,parlanc:39,pars:[32,38],part:[0,12,22,24,25,26,28,29,30,31,33,34,35,36,37,38,39],parti:28,particular:[28,29,30,31,32,33,35,36,37,38,39],particularli:[17,29,32,33,34,35,36,37,39],partion:32,partit:[29,32,35,37],pass:[28,30,31,33,34,35,36,38,39],past:[28,30,34],pastel1:32,pastel2:31,patch:[32,35,38],path:[10,28,30,31,33,36,37],pathcollect:4,patter:35,pattern:[23,24,25,27,30,31,32,33,34,36,37,38],paulo:[9,30],paz:22,pcgdp1940:32,pcgdp2000:32,pci_df:36,pcincom:22,pcincome0:22,pcincome_gdf:22,pcs:2,pct:[32,34],pct_bachelor:[17,37],pct_hh_femal:[17,37],pct_leav:[33,34],pct_leave_lag:33,pct_leave_lag_std:33,pct_leave_std:[33,34],pct_nonzero:[31,36,37],pct_reject:[33,34],pct_remain:[33,34],pct_rent:[17,37],pct_turnout:[33,34],pct_white:[17,37],pdf:28,peak:[33,36,38],pearsonr:34,pedagog:19,pedagogi:0,peek:[35,39],pen:28,penalti:38,penasquito:38,penasquitos_const:38,pendleton:38,pennsylvania:22,peopl:[26,29,30,33,34,35,36,37,38,39],per:[21,31,32,35,38,39],percent:[34,36,37,38],percentag:[17,31,33,34,35,36,37,38],percentil:[31,32,36],percept:[28,33],perfect:[36,38],perfectli:36,perform:[28,30,31,32,33,38,39],perhap:30,period:[32,33,36],peripher:34,permit:31,permut:[33,34,36,38],persist:39,person:[28,29,34],perspect:[28,30,32,34,35,36],perspectic:26,pertain:[30,34,38],peru:30,pervas:23,pet:2,pg_:38,pg_apart:[2,38,39],pg_condominium:[2,38,39],pg_hous:[2,38,39],pg_other:[2,38,39],pg_townhous:[2,38,39],pg_x:38,pg_xxx:38,phenomena:[29,30,33,35,36,38],phenomenon:[29,34,35,36,38,39],philosophi:32,photo:[19,30,35],photograph:30,php:9,physic:[23,28],pic:35,pick:[29,30,31,33,35,38,39],pictur:[35,36,37],piec:[28,29,31,33,34,39],piketty_2003:36,pine:2,pink:34,pip:[12,22],pitfal:32,pixel:29,pjarg:[12,15,17,39],place:[15,22,25,26,28,29,30,31,32,34,35,36,37,38,39],placehold:30,plai:[28,29,30,31,32,33,38],plain:[28,36],plant:38,plasma:31,platform:29,platial:38,pleas:[32,34,39],plenti:[35,37,39],plot:[2,6,8,10,12,15,17,22,30,31,34,35,36,37,38,39],plot_graph:30,plot_height:[10,30],plot_moran:33,plot_width:[10,30],plt:[4,6,10,15,20,30,31,32,33,34,35,36,37,38,39],plug:30,png:28,poi:39,poi_count:39,point:[2,4,20,25,27,28,29,30,31,32,33,34,36,38],pointpat:35,pointpattern:35,points_from_xi:[30,39],pois_alb:39,poisson:35,polar:36,poli:[30,31],polici:[36,38],polish:26,polit:[22,36],pollut:[29,38],polyfil:12,polygon:[12,29,31,32,35,36,37],polygonis:12,polygonpatch:35,pool:[2,31,38,39],pooled_diff:31,poor:[32,33,36],poorer:36,poorest:36,poorli:38,pop:[9,22,30],pop_est:8,pop_rank:8,pop_shar:36,pop_year:8,popul:[15,17,22,29,30,32,33,34,36,37,39],popular:[28,29,35,37],populist:36,port:[4,28],portal:[22,38],portal_const:38,portion:32,pose:[28,32,34],posit:[23,29,31,32,33,34,35,36,37,38,39],positron:35,positronnolabel:35,possibl:[28,29,30,31,32,33,34,36,37,38,39],post:[19,33,36],postal:8,postcod:38,postgi:[29,30],postgresql:[29,30],postiv:33,potenti:[29,30,32,33,35,38,39],potosi:32,poverti:[33,34],power:[28,29,30,32,33,36,37,39],powershel:28,practic:[28,29,30,31,32,36,37,38,39],practition:28,pre:[30,39],precis:[32,38,39],preciss:39,precit:38,preclud:32,precursor:[23,29],predecessor:28,predefin:32,predi:38,predic:39,predict:[29,37,38,39],predictor:38,predomin:34,prefer:[12,15,17,28,31,33,38,39],prefix:2,premis:[2,34],premium:38,prepar:[23,28,29,34],prepend:28,preprocessing_exc_tupl:39,prequant:22,presenc:[33,34,38,39],present:[0,22,23,25,26,28,29,30,32,33,34,35,36,37,38],prespecifi:[32,35,37],pretti:29,previou:[26,28,29,30,33,34,35,37,38,39],previous:36,price:[1,38,39],pricen:2,prime:[34,39],primem:[10,30],principl:[29,31,37],print:[15,22,28,31,33,35,37,38],printout:[30,35],prior:32,prioriti:32,prize:28,prob:38,probabl:[28,31,33,35,37,38,39],problem:[23,25,28,29,30,31,32,34,35,37,39],proce:[30,33,35,36,37],procedur:[31,39],proceed:[30,32,36],process:[1,3,5,7,9,11,13,14,16,18,19,22,23,24,25,28,29,30,31,32,33,34,35,37,38,39],produc:[20,28,31,32,37,38],product:[14,15,17,28,31,32,33,39],professor:28,profil:[28,37],profound:29,program:[16,24,28,32],programmat:38,progress:28,proj4:15,proj:[2,12,15,17,30,39],proj_creat:15,projcr:10,project:[4,15,28,29,31,33,34,36,39],projection_x_coordinateunit:10,projection_y_coordinateunit:10,projectionstandard_nam:10,prolif:35,promin:[28,32,36],promis:28,prompt:28,pronounc:36,proper:[28,37],properli:[28,30,37],properti:[1,2,30,31,35,36,37,38,39],property_group:2,property_typ:2,proport:[33,34,35,36,38],proportion:37,propos:[29,32,33,38,39],proprietari:[28,29],prospect:38,prototyp:28,prove:39,proven:[0,29,30],provid:[0,10,14,17,19,23,24,25,28,29,30,31,32,33,34,35,36,37,38,39],proxi:38,proxim:[31,36,37,39],pseudo:[32,33,35,36,38],pt_geom:30,pts:[2,20,33],puebla:32,puerto:22,pull:[12,15,28,30,33,34,35,36,38,39],punish:33,pure:[30,33,34,35],purpl:35,purpos:[19,22,29,30,32,33,34,35,36,38,39],pursu:32,put:[26,33,35,38],pvalu:38,pwd:28,pydata:[28,32],pylab:22,pyplot:[4,6,10,15,20,30,31,32,33,34,35,36,37,38,39],pyproj4:[12,15,17,39],pyproj:[12,15,17,39],pysal:[13,18,29,30,31,32,33,34,35,36,37,38,39],python3:[12,15,17,28,30,31,32,33,34,35,36,38,39],python:[22,23,29,30,31,32,33,34,35,36,37,38,39],q540:32,q_label:34,qgi:[28,29],qstat:35,qstat_nul:35,qstat_null_ashap:35,qstatist:35,quadmesh:30,quadrant:[34,35],qualif:32,qualit:36,qualiti:[23,28,32,35,37,38,39],quantif:33,quantifi:[33,38],quantil:[2,22,31,33,34,36,37,39],quantit:[24,28],quantiti:[29,33,34,35,36,39],quarter:[38,39],quarter_const:38,quartil:32,queen:[31,36,37,38],queen_mx:31,queretaro:32,queri:[10,12,30,31,35,36,38,39],question:[24,25,28,29],quick:[17,28,30,31,33,34,37],quickli:[28,29,30,31,34,35,37,38],quintana:32,quintil:32,quirk:30,quit:[12,30,31,36,38,39],quot:[10,30],rad2deg:35,radian:35,radic:31,radio:30,radiou:[31,35],radiu:[31,35,39],radius:35,radius_earth_mil:31,ran:[33,38],ranch:38,ranch_const:38,ranchi:4,rancho:38,randint:32,random:[19,20,31,32,33,34,36,37],random_coast:38,random_lag_residu:38,random_notcoast:38,random_pattern:35,random_pattern_ashap:35,random_residu:38,random_wealth:31,randomli:[31,33,34,36,37,38],rang:[2,22,28,29,31,32,33,34,35,38,39],rangeindex:[2,35,38],rank:32,rapid:[23,32,39],rapidli:[28,29,30,31,35,38],rare:[31,36],raster:[10,15,29,30,39],rasterio:[15,39],rasterstat:30,rate:[17,31,34,38,39],rather:[0,17,24,28,30,31,32,33,34,35,36,37,38,39],ratio:[32,33,39],ratio_2020:36,rational:38,raw:[22,25,35,38,39],rcount:39,rcparam:36,rdpu:[30,37],rdylbu:32,reach:[28,29,36,37,38,39],reaction:37,read:[10,21,24,28,29,30,31,33,34,37,38,39],read_csv:[2,20,22,30,33,34,35],read_fil:[4,6,8,10,12,22,28,30,31,32,33,34,36,37,38,39],reader:[23,26,28,32,36,38,39],readi:[28,33,37,39],readili:33,readlin:2,real:[28,29,30,33,35,37],realis:[30,33,35],realist:39,realiti:[22,29,30,37],realli:[33,35],rearrang:28,reason:[23,28,29,31,32,34,36,38,39],reassign:[37,38],reattach:31,recal:[32,36,37,38,39],recap:39,recast:[30,35,37],receiv:[31,33,35,38],recent:[28,29,36],reciproc:31,recogn:[26,29,33,34,37],recognit:[32,33,36],recommend:[28,35,38],reconcil:35,reconstruct:[21,35],record:[19,28,29,30,31,34,36,37],recov:38,recreat:[28,38],rectangl:35,rectangular:35,recurs:32,recycl:38,red:[28,30,31,32,33,34,35,36,39],redefin:29,redistribut:28,reduc:[29,30,31,32,37],reduct:[31,32,39],ref:[33,34],refer:[22,29,30,31,32,33,34,35,36,37,38,39],referenc:[31,34,36,37],referendum:[5,6],reflect:[17,22,29,31,32,33,34,35,36,37,38,39],refresh:32,reg:37,regard:31,regardless:[30,36,38,39],regime_err_sep:38,region:[19,27,30,31,32,33,34,38,39],region_cod:[33,34],region_nam:36,region_un:8,region_wb:8,regionalis:[26,29],regist:33,regplot:[33,34,36,38],regress:[26,27,30,31,39],regression_clean:1,regression_db:[1,2,16,38,39],regular:[23,31,35],regularli:31,rei:23,reindex:[17,20],reject:33,rejected_ballot:[33,34],rel:[28,31,32,33,34,35,36,39],relat:[23,28,29,30,31,32,33,34,35,36,37,38,39],relationship:[24,26,29,30,31,33,34,36,37,38,39],relax:[31,37],releas:[14,28,39],relev:[8,28,29,31,32,33,35,38,39],reli:[9,28,29,30,33,36,37,38,39],reliabl:30,reluctantli:38,remain:[28,31,33,34,37,38,39],rememb:[28,30,33,34,35,36,37,38,39],remind:35,remot:[21,39],remov:[2,8,12,28,30,31,32,34,35,37,39],renam:[2,17,30,37,38],render:[28,30,33,34,36],rent:[17,37,38],rental:39,renter:[17,38],reorgan:20,repeat:[28,36,37,38],replac:[2,17,22,31,37,39],replic:[23,28,33,34,35],report:[28,31,32,36,37,38],repositori:[12,21],repres:[24,28,29,30,31,32,33,34,35,36,37,38,39],represent:[30,31,32,33,34,36,37,39],reproduc:[0,21,24,35,37],reproject:30,repurpos:28,request:[2,4,22,32,39],requir:[5,13,15,18,23,28,29,30,31,33,34,35,36,37,38,39],rerun:[35,37],res:[30,37],res_i:30,res_x:30,res_xi:30,rescu:39,research:[23,28,29,31,35,36,39],resembl:[29,35],reserv:39,reset:[30,39],reset_index:[17,22,30,31,37],resetlist:38,resid:[29,35,36],residenti:38,residu:38,resolut:[2,29,30],resolv:28,resort:28,resourc:28,respect:[6,28,30,31,33,34,36,38,39],respond:28,respons:[22,29],rest:[26,28,29,35,36,37],restaur:39,restrict:[31,34,35,36],restuar:39,result:[5,6,28,29,30,31,32,33,34,35,36,37,38,39],ret:39,retain:34,rethor:35,retriev:[30,33,36],return_circl:35,returngeometri:39,reveal:[31,32,34,36,37],revers:[30,35,39],revert:22,review:[30,31,36,39],revisit:[30,38],revolution:23,reward:33,reweight:38,rewritten:36,rey2014:36,rey_2009:28,rey_2010:32,rey_2012:36,rho:38,rhode:22,rich:[31,36,39],richer:36,richest:36,rico:22,rid:12,right:[28,29,31,32,33,34,35,36,37,38],right_index:[31,38,39],rigor:38,rio:[10,15,30],rioshow:[15,39],rioxarrai:[10,30],ripley1991:35,rise:[29,35,36,38],river:29,rlisa:34,rmean:36,rnk:32,road:35,robust:[30,33,36,39],robust_single_linkage_:39,rocki:36,rodriguez_pose_2018:36,role:[23,28,29,31,32,33,36,38],roll:35,roo:32,rook:[31,37,38],room:[2,17,37,38],room_typ:2,root:[12,32],rosevil:38,roseville_const:38,rotat:[35,36],rough:34,roughli:[32,35],round:[35,37],routin:38,row2cel:30,row:[2,4,20,28,29,30,31,33,34,36,37,38,39],rpart:31,rsuffix:38,rt_entire_hom:[2,38,39],rt_private_room:[2,38,39],rt_shared_room:[2,38,39],rug:[32,33],rule:[28,29,31,32,34,37,38],rule_2019:28,run:[12,20,21,29,30,31,35,37,38],runtim:28,runtimewarn:[30,31,39],s12000019:33,s12000027:33,s_g:36,safe:39,safeti:2,sahnew:4,sahnewal_airport:4,sai:[28,29,33,35,38],said:[32,33,34,36],sake:[31,33,34,37],salmon:31,same:[12,15,20,28,29,30,31,32,33,34,35,36,37,38,39],samoa:22,sampl:[19,30,31,32,33,35,36,38,39],san:[1,2,11,14,15,30,31,32,39],san_diego_neighborhood:31,san_diego_tract:31,sandiego:[30,31,37],sandiego_tract:[17,30,31,37],sandiego_tracts_clean:16,sandiego_tracts_varnam:17,sao:[9,30],sao_paulo:10,satellit:[28,39],satisfactori:35,satisfi:[23,31,34],save:[12,28,31],saw:[30,31,36,39],scaffold:23,scalabl:30,scalar:39,scale:[28,29,30,32,33,36,38,39],scale_factor:10,scalerank:[4,8],scandal:28,scatter:[4,33,34,35,39],scatterplot:[34,37],scenario:38,scenario_near_2:38,scene:39,scheme:[2,22,33,34,36,37,39],school:38,schwarz:38,scienc:[18,24,26,29,30,31,32,33,34,35,36,37,38,39],scientif:[28,29,31],scientist:[24,27,28,30,36,37,39],scikit:[30,35,37,38,39],scipi:[2,18,31,32,34,38],scope:[23,28,34,36,38],score:[35,37],scoreatpercentil:32,scotland:[33,34],scottish:34,screen:30,scripp:38,script:28,scroll:28,sd_city_centr:[11,12],sd_h3_grid:[12,39],sd_path:38,sd_pop:39,sd_tract:30,sdf:22,sea:[38,39],seaborn:[31,32,33,34,35,36,37,38,39],seafront:38,seamlessli:29,search:[15,38],second:[24,28,29,30,32,33,34,35,36,37,38,39],second_focu:31,secondari:35,secret:28,section:[0,24,26,28,29,30,31,33,35,36,37,38,39],see:[5,13,18,24,28,29,30,31,32,33,34,35,36,37,38,39],seed:[20,32,33,37],seek:[29,38],seem:[2,28,31,33,34,35,36,37,38],seen:[28,29,30,31,33,35,36,37,38,39],segment:[29,30],sei_sim:34,sel:[10,30],select:[15,22,30,31,32,34,35,37,39],self:[22,31,34,37],semi_major_axi:30,semin:35,send:[28,30],sens:[2,28,29,30,31,32,33,34,35,36,37,38,39],sensibl:30,sensit:[32,36],sensor:30,separ:[12,22,28,29,30,31,32,35,36,38,39],sequenc:[20,32,39],sequent:32,sequenti:[30,39],sergio:23,seri:[2,20,22,28,30,31,32,35,36,37,38,39],serious:[24,30],serra:38,serv:[23,28,29,36,39],server:[28,30,39],servic:[35,39],session:28,set2:37,set3:[33,37],set:[1,2,6,17,20,21,22,23,28,29,30,32,33,34,35,36,37,38,39],set_aspect:[31,34],set_axis_off:[31,32,33,34,35,37],set_cr:36,set_geometri:[30,39],set_index:[30,33,34,37],set_oper:[31,37,39],set_them:36,set_titl:[12,31,32,33,34,35,37,38,39],set_xlabel:[35,36,38,39],set_xlim:[35,39],set_xtick:35,set_xticklabel:[35,36],set_ylabel:[35,36,38,39],set_ylim:39,set_ytick:35,set_yticklabel:35,settl:28,setup:[34,35,37],seven:31,sever:[28,29,30,31,32,33,34,35,36,37,38],sex:36,sgn:38,shade:[32,35,37],shall:[32,36],shampoo:2,shape:[2,12,22,26,28,29,30,31,32,33,35,36,37,38,39],shapefil:31,share:[15,28,29,30,31,36,37,38,39],share_of_popul:36,sharei:[35,37,38,39],sharex:[35,37,38,39],sharp:30,shed:[36,38],sheer:35,shell:28,shibuya:30,shift:[29,30,31,36],shop:29,short_nam:17,shorten:28,shorter:[35,39],shortest:31,shortest_path:31,shorthand:37,shot:36,should:[0,12,28,29,30,31,32,34,35,36,37],should_run_async:39,shoulder:28,show:[0,15,17,23,24,26,28,30,31,32,33,34,35,36,37,38,39],showcas:30,shown:[29,31,35,36,37,38],shp:[6,12,22,28,31,32,33],shroud:31,shuffl:[20,31,33,34,36,38],shuffled_residu:38,shut:28,sibl:28,side:[28,30,31,34,36,37,38],sig:34,sight:33,sigma:38,sign:[33,38],signal:33,signfic:34,signifc:34,signifi:[29,34],signific:[28,29,31,32,33,34,35,36,37,38],significanatli:36,significantli:[33,35,38,39],signpost:39,silenc:39,silence_warn:39,silent:36,silhouett:37,silverman1986dens:35,sim:34,similar:[17,25,28,29,30,31,32,33,34,35,36,37,38,39],similarli:[28,33,34,36,38],simpl:[30,31,32,35,37,38,39],simple_uk:6,simpler:[30,33,37,39],simplest:[28,30,31,35,38,39],simpli:[28,29,30,31,32,37,38,39],simplic:[32,35],simplicitli:32,simplif:[29,38],simplifi:[2,6,29,33],simul:[31,33,35,38],simular:34,simulated_diff:31,simultan:37,sinaloa:32,sinc:[22,26,28,29,30,31,32,33,34,35,36,37,38,39],singl:[15,28,29,30,31,32,33,34,35,36,37,38],single_linkage_tre:39,singleton:37,sister:30,site:[12,15,17,22,28,29,30,31,32,33,34,35,36,38,39],situat:[28,29,30,31,33,34,39],six:[31,32],sixth:32,size:[2,17,19,21,30,31,32,34,35,37,38,39],sjoin:39,skeptic:38,skew:[32,34,35,36,37,38],skip:28,skipfoot:22,sklearn:[35,37],skyrocket:36,skyscrap:38,sleep:39,slice:[28,39],slightli:[28,29,31,32,35,37,38],slip:35,slope:[33,38],slow:30,slowli:[35,36],slx:39,slx_exog:38,slx_exog_scenario:38,small:[4,8,22,28,31,33,34,35,36,37,38],smaller:[31,32,33,35,36,37],smallest:[8,31,35,39],smoke:2,smooth:[29,31,33,36,38,39],smoother:[33,35,39],smoothli:28,snapshot:36,snippet:[23,30],sns:37,social:[23,26,28,31,33,36,37,38],societ:36,societi:36,socio:37,sociodemograph:37,socioeconom:37,sociolog:36,softwar:[28,29],solapur:4,solapur_airport:4,sold:38,sole:[37,38],solid:[28,30],solidifi:38,solut:[28,31,32,35,37,39],solv:37,some:[0,2,12,17,22,24,28,29,30,31,32,33,34,35,36,37,38,39],somehow:[34,38],someth:[29,35,38,39],sometim:[28,29,30,31,32,33,34,35,36,37,38,39],somewhat:[11,33],sonora:32,soon:28,sophist:[28,30,38,39],sort:[22,31,32,36,37,38,39],sort_valu:[31,32,36,38],sound:28,sourc:[1,3,5,7,9,10,11,13,14,16,18,19,22,29,30,31,33,34,35,39],source_df:39,source_url:[4,8],south:[22,31,32,34,35,38],southeast:36,southern:32,southwest:36,sov_a3:8,sovereignt:8,space:[23,26,28,29,30,31,32,33,34,35,36,37,39],spaital:38,span:[29,33,35],spars:[29,31,32,37],sparsiti:[31,37],spatial:[2,23,25,26,29,32,35],spatial_gini_result:36,spatial_lag:[33,34,38,39],spatial_ref:[10,30],spatial_ref_fillvalu:10,spatial_refxarrai:[10,30],spatialis:[26,36],spatialit:30,speak:[29,31,33,34,35,38,39],speci:[28,33],special:[22,29,30,31,32,36,37,38],specialis:30,specif:[26,28,29,30,31,32,33,34,35,36,38,39],specifi:[28,29,30,31,32,35,36,37,38,39],spend:[30,37,38],spglm:38,sphere:31,spheric:[33,34],spheroid:30,spillov:38,spirit:32,split:[2,22,32,35,36,38],splot:33,spot:[28,31,33,34,39],spot_label:34,spread:[28,35,36],spreadsheet:30,spreg:38,sprinkl:26,spuriou:39,spvcm:38,sqlite:30,sqrt:[32,36],squar:[29,31,33,35,36,37,38],squeez:35,src:28,sse:4,st_areasha:[33,34],st_gdf:22,st_length:[33,34],stabil:[38,39],stabl:[12,15,17,38,39],stack:[28,31,32,37],stage:[28,38],stai:39,stall:31,stamen:[33,34,39],stand:[36,38],standard:[28,29,30,31,33,34,35,36,37,38,39],standardis:[28,33,34],stapl:37,star:[28,34],stark:[30,31,33],starkest:31,start:[23,24,28,30,31,32,33,35,36,37,38,39],startswith:22,startup:28,stat:[32,34,38],state:[2,12,13,17,28,31,32,33,37,38,39],statefp:[22,36],statement:[28,33,38],station:31,statisitc:32,statist:[5,6,22,25,26,29,30,31,32,33,34,36,38,39],statistician:29,statsmodel:38,statu:22,std:[32,33,34,35,37,38],std_distanc:35,stdmean:32,stem:[29,32],step1c:38,step:[22,28,29,30,31,32,33,34,35,36,37,38,39],stick:39,still:[2,29,31,32,33,34,38,39],stochast:31,stop:[28,30,34],storag:[29,36],store:[6,11,12,19,21,24,28,29,30,31,32,33,35,36,37,38,39],stori:[36,39],str:[2,22,28,30,31,36,38],straight:[31,33,35,36,39],straightforward:[28,29,31,34,35,36,37,38,39],straightfoward:35,strategi:[31,32,36],stream:29,streamlin:[28,34,38],street:[29,30],street_count:30,strength:[25,28,31,32,33,34,38],stretch:32,strewn:37,strictli:35,strike:[23,36],stringio:28,strip:[2,15,22,38],strive:0,strong:[31,36,37,38],stronger:37,strongli:[31,36,38],structur:[17,23,24,25,28,30,31,34,35,36,37,39],student:23,studi:[24,28,29,31,32,33,35,36,37,38,39],style:[28,32,34,36],su_a3:8,su_dif:8,sub:[12,28,38,39],sub_30:[17,31,37],subclass:28,subfold:28,subindic:38,subject:[33,37,39],subplot:[10,15,30,31,32,33,34,35,36,37,38,39],subplot_kw:31,subregion:8,subscript:38,subsequ:[29,31,34,37],subset:[17,19,30,31,34,35,38],substant:[29,31,34],substanti:[33,37,38,39],substitut:36,substract:[33,34,35],subsum:38,subtl:[33,36,38],subtract:31,subunit:8,succe:33,success:29,successfulli:[28,38],sudo:12,suffici:[28,29,30,31,32],suffix:31,suggest:[29,31,33,34,36,37,38],suit:[28,30,33],suitabl:[2,29,36],sum:[28,31,32,33,34,36,37,38],sum_:[32,36,38],sum_i:[33,34,36],sum_j:[33,34,36,38],sum_k:38,summar:[30,31,33,34,36,39],summari:[35,37,38],summaris:[33,35],summary2:38,supermarket:33,supervis:26,support:[15,28,29,30,31,33,34,35,39],suppos:[28,31],suptitl:39,sur:32,sure:[28,30,32,33,34,38],surfac:[29,31,35],surround:[29,31,33,34,35,38,39],survei:[16,33,37,39],swap:32,swiftli:28,swith:39,symbol:32,symmetr:31,symmetri:32,sync:28,syntax:[12,15,17,39],syntaxwarn:[38,39],sys:[2,8,10,12,15,17,20,30,36,39],system:[10,11,19,23,28,29,30,31,33,34,38,39],systemat:38,syster:28,t_surfac:30,tab:[28,30],tabasco:32,tabl:[20,28,29,31,32,33,34,35,36,37,38],tablenam:36,tablet:28,tabular:[29,30,34],tackl:[32,33,35],tag:[35,39],tail:[22,33,34,36],take:[2,26,28,29,30,31,32,33,34,35,36,37,39],taken:[19,22,25,28,34,35,37,38,39],talk:[29,31,33],tamaulipa:32,tangibl:35,tap:29,target:[12,31,39],target_df:39,task:[28,30],taster:30,tcluster:37,teach:33,technic:[26,28,29,30,31,33,34,35,36,37,39],techniqu:[23,25,26,29,30,31,33,35,37,38,39],technolog:[28,29,30,32],tell:[29,30,34,35,36,37,39],temin:28,tempor:[30,31,33,36],ten:[38,39],tenant:39,tend:[31,32,33,35,37,38,39],tendenc:[31,39],tennesse:22,term:[28,29,31,32,33,35,36,37,38,39],termin:[4,28],terminolog:[29,30,31],terrainbackground:[33,34,39],territori:22,tessel:11,test:[30,33,34,35,36,38],texa:[22,31],text:[28,30,31,34,36,38,39],textbook:23,textfilecontentsmanag:28,texttt:[31,36],tgt_cr:2,than:[2,17,22,28,29,30,31,32,33,34,35,36,37,38,39],thank:[31,33,34,35,36,38],thei:[28,29,30,31,32,33,34,35,36,37,38,39],theil_between:36,theil_between_shar:36,theil_dr:36,theil_within:36,theild:36,theildsim:36,them:[0,12,15,17,22,24,25,28,29,30,31,33,34,35,36,37,38,39],themat:30,theme:26,themselv:[31,34,36,37,39],theoret:[29,30,31,32,35,39],theori:[23,24,29,30,31,32,37,38,39],therefor:[29,30,32,35,37,38,39],thetransform:39,thi:[0,1,2,3,5,7,9,11,12,13,14,15,16,17,18,19,21,22,23,24,25,26,30,31,32,33,34,35,36,37,38,39],thin:38,thing:[28,29,31,35,37,38,39],think:[0,23,26,27,28,30,32,33,35,36,37,38,39],thinner:31,third:[28,30,31,32,36,37,38],those:[22,28,29,31,32,33,34,35,36,37,38,39],though:[29,30,31,34,37,38,39],thought:[28,30,35],three:[22,28,29,30,31,32,33,35,36],threshold:[31,34,35,36,39],through:[6,15,16,22,23,26,28,29,30,31,33,34,35,36,37,38,39],throughout:[28,29,30,31,33,35,37,38,39],thu:[28,30,31,32,33,34,35,36,37,38,39],tidi:[37,39],tidy_db:37,tied:30,ties:[32,36],tif:[10,15,30,39],tiger:39,tighest:35,tight:35,tight_layout:[31,35,38],tighter:35,tightest:35,tightli:35,tild:38,tile:[10,33,34,35],time:[2,8,10,12,15,17,20,22,28,29,31,32,33,34,35,36,37,38,39],timeout:39,timestamp:35,tini:8,tinker:28,titl:[36,37],tl_2019_us_counti:[21,22],tlaxcala:32,to_:30,to_adjlist:[31,39],to_cr:[2,4,8,10,12,15,17,20,30,33,34,36,39],to_csv:[20,22],to_edgelist:30,to_fil:[2,4,6,8,12,15,17,22],to_fram:[36,38,39],to_gdf:[6,22],to_json:17,to_networkx:31,to_rast:10,to_record:39,to_seri:30,to_str:[12,39],toarrai:31,tobler1970comput:31,tobler:[29,31,37,39],todai:[28,32],toe:33,togeth:[23,24,26,28,30,31,32,33,34,35,36,37,38,39],toggl:28,toi:31,tokeep:8,token:28,tokyo:30,tokyo_clean:[19,20,30,35],tolist:[2,22,32,38],ton:39,toner:39,too:[25,28,29,30,31,33,34,35,37,38,39],took:[22,28,32,35],tool:[15,23,26,30,32,33,34,35,36,37,39],toolbox:[30,34],toolkit:37,top20:36,top:[28,30,31,32,33,34,35,36],topic:[25,28,29,36,38],topo:22,topojson:[6,22],topolog:[22,29,30,31],toposimplifi:[6,22],torrei:2,total:[2,8,10,12,15,17,20,29,30,33,34,35,36,37,38,39],total_bachelor:[17,37],total_bound:[31,39],total_housing_unit:[17,37],total_pop:[17,37],total_pop_whit:[17,37],total_r:[17,37],touch:[29,32,35,37],tourist:38,toward:[29,33,35,36],town:[22,38],town_const:38,townhous:[2,38],trace:35,track:[28,30,35],tract:[30,31,32,36,39],tract_geoid:17,tractabl:35,traction:28,tracts_land_on:12,trade:[30,35,39],tradit:[26,28,29,30,33,35,36,37,38,39],tradition:[29,30],trail:38,train:[29,39],trait:[29,30,37],trajectori:36,transcend:29,transfer:[28,29,30,39],transferr:28,transform:[3,7,14,19,28,30,31,33,34,35,36,38,39],transform_cel:39,transformed_cel:39,transit:35,translat:[2,24,29,30,38,39],transpar:[28,33,34,35],transport:30,travel:[17,37,38],travers:[30,35],treat:[22,30,32,34,35,39],treatment:[32,36,38],tree:[13,18,39],trend:[29,33,36,37],triangul:31,triangular:31,trick:39,trim:34,troubl:33,truer:30,truli:[31,38],truncat:31,truth:38,tss:36,tt_work:[17,37],ttest_ind:38,ttest_indresult:38,tub:2,tukei:25,tukey1977exploratori:33,tumblr:19,tune:39,tupl:28,turn:[12,28,29,30,31,32,33,34,35,36,37],turnout:34,tweak:[33,34],twenti:[31,38],twice:28,two:[22,23,26,28,29,30,31,32,33,34,35,36,37,38,39],two_bed_hom:39,two_bed_home_loc:39,type:[2,4,8,22,28,29,30,31,32,34,35,36,37,38,39],typeset:28,typic:[23,29,30,33,34,35,36,37,38,39],typo:28,u_i:38,u_j:38,uber:[11,29],ubiquit:[23,29,31,39],ubuntu:12,ufunc:31,uint8:2,ultim:39,umbrella:39,un_a3:8,unary_union:[12,39],uncertain:34,uncertainti:34,unclass:32,uncompress:10,unconstrain:37,under:[19,23,30,31,32,33,35,36,38,39],underli:[28,29,30,32,34,35,36,37,38,39],underneath:36,underpin:34,underpredict:38,underset:36,underspecifi:38,understand:[23,25,28,29,30,31,33,34,35,36,37,38],understood:[28,31,33,35],undesir:31,unequ:36,uneven:30,unexpect:32,unfortun:[34,38],unidirect:31,uniform:[29,35],uniformli:[30,38,39],unimod:32,unintellig:35,union:33,union_mx:31,uniqu:[19,22,28,30,31,32,35,36,37,38,39],unit:[2,17,22,26,28,29,30,31,32,33,36,37,38,39],united_st:22,univari:37,univers:[28,31,38],unknown:[37,38],unlik:[25,28,29,30,31,32,33,34,35,37],unlock:[23,39],unmark:35,unmarked_or_void:[33,34],unmeasur:38,unmodel:38,unnam:[10,22],unnamed_:22,unobserv:[29,38],unpack:[28,30,36,39],unpublish:23,unrel:39,unstack:37,unstructur:30,unsupervis:26,until:[28,31,32,35,36,37,38],untouch:38,unusu:34,unwieldi:37,updat:[12,31,37,38],upload:[19,28,35],upon:[28,32,39],upper:[31,32,34],upward:32,urban:9,url:[1,2,3,5,7,9,10,11,13,14,15,16,18,19,21,22,28,35],urllib:22,urlopen:22,us1:22,us2:22,us3:22,us4:22,us_county_incom:[21,22,36],us_county_income_clean:21,us_no_wisc:22,usa:[2,39],usabl:[28,39],usag:[2,8,17,30,33,34,35,38,39],uscountyincom:22,uscountypcincom:[21,22,36],usda:22,use:[2,15,17,22,28,29,30,31,32,33,34,35,36,37,38,39],used:[0,21,25,26,28,29,30,31,32,33,34,35,36,37,38,39],useful:[0,17,26,28,29,30,31,32,33,34,35,36,37,38,39],usefulness:29,user:[2,8,10,12,15,17,19,20,28,29,30,31,32,35,36,37,38,39],user_id:[19,30,35],userdefin:32,userwarn:[31,32,33,36,38,39],uses:[22,28,31,32,33,36,39],usg:[14,15],usincom:22,usincome_fin:22,using:[11,12,20,21,26,28,29,30,31,32,33,34,35,36,37,38],usual:[28,29,30,31,32,33,34,35,36,38,39],usva:22,utah:22,utf:28,util:[28,31,33,34,38],v_i:36,vacat:38,val:32,valid:[10,33,35,38,39],valid_vot:[33,34],vallei:[35,38],valley_const:38,valu:[10,17,20,29,30,31,32,33,34,35,36,37,38],valuabl:[28,39],vanish:36,vantag:36,var_id:17,var_nam:17,vari:[29,31,32,35,37,38],variabl:[1,15,17,30,31,32,33,34,35,36,37,39],variable_nam:38,varianc:[34,36,38],variant:[15,28,30,33,38,39],variat:[30,31,36,37,38,39],varieti:[26,28,29,37],variou:[23,37,39],vars_to_download:17,vars_to_download_l:17,vasl:4,vast:[30,32],vector:[3,7,29,31,33,36,37,38,39],vehicl:28,vein:35,vendor:39,veracruz:32,verc:4,veri:[17,28,29,30,31,32,33,34,35,36,37,39],verifi:[31,34,37],verifiedballotpap:[33,34],vermont:22,version:[21,28,32,33,34,35,36,37,38],versionad:28,versu:29,vertex:31,vertic:[31,34,35],verticalalign:31,vgi:35,vibrant:28,viceversa:33,vicin:39,video:[19,28],video_page_url:[19,30,35],view:[2,23,28,29,30,32,34,35,36,37,38],vignett:23,vigr:4,vild:4,villag:38,village_const:38,violat:[36,37,38],virgin:22,virginia_gdf:22,virginia_incom:22,viridi:[32,33,34,35],viridis_r:[2,35],virtual:[28,34],visibl:[28,33,35],vista:38,vista_const:38,visual:[25,29,30,32,33,34,36,37,38,39],visualis:[2,25,33,35,36,39],viz:33,vline:38,vocabulari:39,voila:35,volum:28,volunt:[35,39],voronoi:[31,38],voronoi_fram:31,vote:[5,6,33,34],voter:34,votes_cast:[33,34],voting_for_both_answ:[33,34],voyag:[10,30],w06000018:[33,34],w06000019:[33,34],w06000021:[33,34],w06000022:[33,34],w06000023:[33,34],w_accommod:38,w_adapt:31,w_bathroom:38,w_bdb:31,w_bed:38,w_bedroom:38,w_bl:31,w_db:33,w_differ:[31,39],w_fixed_set:31,w_hy:31,w_kernel:31,w_log_pric:38,w_new:31,w_pct_leav:34,w_pct_leave_std:34,w_pg:38,w_pg_apart:38,w_pg_condominium:38,w_pg_condominium_origin:38,w_pg_condominium_scenario:38,w_pg_hous:38,w_pg_other:38,w_pg_townhous:38,w_pg_xxx:38,w_rt_private_room:38,w_rt_shared_room:38,w_union:31,wai:[23,26,28,29,30,31,32,33,34,35,36,37,39],waldo:29,walk:[35,39],wall:[2,8,10,12,15,17,20,30,36,39],wane:36,want:[17,23,28,29,30,31,33,34,35,36,37,38,39],ward5:37,ward5mean:37,ward5siz:37,ward5wknn:37,ward5wq:37,ward:37,warn:[31,32,33,34,35,38,39],washer:2,washington:22,wast:38,water:38,watson:38,wb_a2:8,wb_a3:8,wcg:36,wcg_share:36,wdid_scor:4,weak:[36,37],weaken:36,wealth:[31,36,37,39],wealthi:[33,36],wealthiest:[32,36],web:[4,28,29,33],websit:28,weight:[27,29,30,32,33,34,35,36,37,38,39],weight_0:31,weight_15:31,weld:22,well:[24,28,29,30,31,32,33,34,35,36,37,38,39],welsh:34,were:[28,30,31,32,33,34,36,38,39],west:[22,31,35,36,37,38],west_const:38,wget:12,wgs1984:19,wgs84:[30,33,35],wgs_1984:30,what:[10,24,26,28,29,30,31,32,33,34,35,36,37],whatev:[25,28],whatsoev:33,wheelchair:2,when:[12,15,17,19,28,29,30,31,32,33,34,35,36,37,38,39],whenev:[28,38],where:[0,10,12,19,25,28,29,30,31,32,33,34,35,36,37,38,39],wherea:35,wherebi:36,whether:[25,28,31,33,34,35,36,37,38,39],which:[22,23,28,29,30,31,32,33,34,35,36,37,38,39],whichev:29,whisker:32,white:[17,33,34,37],whitegrid:36,whitesmok:31,whith:35,who:[29,31,33,35,36,37],whole:[23,28,31,34,36,37],wholli:29,whose:[22,28,29,31,37,38],why:[24,28,29,30,31,32,33,34,35,36,37,39],wickham:37,wickham_2014:36,wide:[28,29,31,33,34,35,36,37,38,39],widen:[28,29],wider:[29,30,33,36],widespread:28,width:[28,30,32,35],width_ratio:35,wiki:[4,22],wikidataid:8,wikimedia:28,wikipedia:[4,8,22,28],willing:[38,39],win:28,window:28,wing:[35,36],wireless:2,wisc0:22,wisc1:22,wisconsin_gdf:22,wish:[31,32,38,39],within:[12,23,28,29,30,31,32,33,34,35,36,37,38],withing:39,without:[15,28,30,31,33,34,35,36,38],wk12:33,wk1:31,wk4:[31,33],woe_id:8,woe_id_eh:8,woe_not:8,wolf:23,won:[15,38],wood:2,wood_2006:38,word:[22,28,30,32,33,34,35,36,37,38,39],work:[2,10,15,17,23,28,29,30,31,32,34,35,36,37,38,39],workaround:31,workflow:28,workhors:[25,33],workspac:[2,28],world:[3,10,14,23,28,29,30,33,34,35,37,39],world_mollweid:10,worldpop:29,worri:28,wors:36,worth:[31,36],would:[28,29,30,31,32,33,34,35,36,37,38,39],wps:22,wrap:[25,35],write:[6,8,10,23,24,28,34],writing_or_mark:[33,34],written:[28,30,33,34],wrong:[29,37,38],wset:[31,37],www:[3,4,5,7,8,16,22,28,30],wx_scenario:38,wyom:22,x27:30,x_0:[2,30,32],x_2:32,x_i:[32,36,38],x_j:36,xarrai:[10,29,30],xkcd:12,xlabel:[31,36,37,38,39],xlim:38,xlong_nam:10,xmax:39,xmin:39,xtick:36,xticklabel:36,xxist:28,xxx:[29,37],xys:[2,20,33],y_0:[2,30],y_1:36,y_2:36,y_i:[32,33,34,36,38],y_j:[33,36],y_l:36,y_m:36,y_pred_scenario:38,yahoo:19,yahooresearch:19,year:[22,28,36],year_inc_shar:36,year_pop_shar:36,yellow:[12,17,33,34],yes:[12,29,30],yet:[0,30,32,34,36,38,39],yield:[32,38,39],ylabel:[31,34,36,38,39],ylong_nam:10,ymax:39,ymin:39,york:22,you:[0,12,28,29,30,31,32,33,34,35,37,38,39],young:36,younger:36,your:[25,28,29,30,31,32,33,34,35,38,39],yourself:[25,28,34,38],youtub:28,youtubevideo:28,yoyogi:30,yucatan:32,yuma:22,z_i:[33,34],z_j:[33,34],zacateca:32,zaragoza:32,zero:[29,30,31,33,34,35,36,38,39],zfill:31,zip:[4,8,10,15,21,22,31,33,34,35,37],zip_f:15,zip_memory_fil:22,zipfil:[15,22],zipmemoryfil:22,zipresp:22,zonal:30,zonal_stat:30,zone:[30,38],zoo:38,zoom:31,zorder:[10,15,35]},titles:["Overview","AirBnb data","AirBnb","Airports data","Airports","Brexit","Brexit","Countries data","Countries","GHSL extract","GHSL","H3 grid","H3 Grid","Mexico","NASADEM","NASA DEM","San Diego ACS\u201917 Census tracts","San Diego Tracts","Texas","Tokyo data","Tokyo Photographs","US County Income 1969-2017","Constructing a consistent US County Per Capita Income Dataset 1969-2017","Home","Overview","Overview","Overview","Table of Contents","Geospatial Computational Environment","Geographic thinking for data scientists","Spatial Data","Spatial Weights","Choropleth Mapping","Global Spatial Autocorrelation","Local Spatial Autocorrelation","Point Pattern Analysis","Spatial Inequality","Clustering & Regionalization","Spatial Regression","Spatial Feature Engineering","References"],titleterms:{"1969":[21,22,36],"2017":[21,22,36],"break":[29,32],"case":[31,33],"function":[10,35],ACS:16,One:30,The:[28,35,38],Use:31,Using:[31,39],acquisit:15,advanc:27,airbnb:[1,2,38,39],airport:[3,4],alphabet:35,analysi:[27,35,37],approach:[22,23],area:[10,39],arizona:22,assign:39,author:[5,6],autocorrel:[33,34,36],band:31,base:31,bea:22,bin:35,binari:33,block:[27,28,31],book:28,boundari:[5,10,31],box:32,brazil:10,brexit:[5,6],brexit_vot:5,bring:38,buffer:39,build:[12,15,27,28],capita:[22,36],care:38,caspal:32,categor:29,cell:28,censu:[16,37],centrographi:35,challeng:38,chang:37,choropleth:32,cibola:22,circl:31,citi:22,classic:36,classif:32,clip:12,cluster:[35,37,39],coast:38,color:32,colorado:22,column:20,combin:22,compar:32,comput:[28,29],conceptu:29,conclus:[29,30,32,35,36,37,39],connect:[29,31],consist:22,constrain:37,constraint:37,construct:22,contain:28,containeris:28,content:[27,28],contigu:31,continu:33,coordin:20,correlogram:38,count:[33,39],counti:[21,22],countri:[7,8],cover:12,csv:[5,22],data:[1,3,7,15,17,19,21,22,23,27,28,29,30,31,32,36,37,38],dataset:[5,22,35],decomposit:36,dem:15,densiti:35,depend:38,detect:31,deviat:32,diego:[12,16,17,37,38],disconnect:31,dispers:35,dissolv:22,distanc:[31,39],distribut:37,district:[5,6],diverg:32,donwload:8,dot:35,download:[2,4,6,10,12,15,17,20],drop:22,dummi:2,edit:31,effect:38,elev:39,empir:[33,34],engin:[38,39],environ:28,equal:32,error:38,estim:35,exogen:38,explor:37,extent:35,extract:[9,10,15],featur:[38,39],field:22,file:[2,21,22],fisher:32,frame:22,framework:38,from:[22,31,39],fundament:30,gdf:22,geari:33,gener:21,geodatafram:2,geodemograph:37,geograph:[23,28,29,30],geographi:12,geometri:[6,22],geospati:28,geti:33,ghsl:[9,10],gini:36,global:[33,36],gpkg:12,graph:30,great:31,grid:[11,12],head:32,heterogen:38,hex:35,hidden:38,hierarch:37,home:23,hybrid:[30,31],identifi:35,iii:27,illustr:[33,34],incom:[21,22,36],independ:22,index:36,indic:[33,34],inequ:36,infrastructur:12,interpol:39,interv:32,introduct:[23,29,31,35,36,37,38],issu:22,jenk:32,join:33,jupyt:28,jupyterlab:28,kde:35,kernel:[31,35],knn:31,lab:28,lad:6,lag:[33,38],layer:10,link:[2,4,6,8,10,12,15,17,20],local:[5,6,34],map:[32,35,37,39],match:[22,39],matric:31,max:32,maximum:32,mean:[32,37],measur:36,menomie:22,menomine:22,merg:22,metadata:[17,19],mexico:13,miss:22,model:[29,38],moran:[33,34],motiv:34,nasa:15,nasadem:14,nasadem_sd:15,nearbi:39,neighbor:38,network:30,non:38,notebook:[21,28],now:29,observ:31,ocean:12,open:28,oper:31,ord:33,other:[22,33,34,38],out:[2,12,17],overview:[0,24,25,26],packag:28,pars:2,part:27,pattern:35,paulo:10,pedagog:23,per:[22,36],person:36,photograph:[20,35],pixel:30,platform:28,plot:[32,33],point:[35,39],polygon:[30,39],popul:10,price:2,principl:32,process:17,proxim:38,pydata:23,pysal:23,python:28,quadrat:35,qualit:32,quantil:32,quantit:32,question:[30,31,32,33,34,35,36,37,38,39],quick:38,random:[35,38],randomli:20,ratio:36,read:22,real:31,record:22,refer:40,referendum:[33,34],refresh:38,regim:38,region:[12,15,36,37],regress:38,remot:22,represen:29,represent:29,reproduc:28,reproject:20,revers:22,rich:28,ring:39,riplei:35,row:22,run:28,san:[12,16,17,37,38],sao:10,scheme:32,scienc:[23,28],scientist:29,separ:20,sequenti:32,set:31,setup:2,shapefil:22,shawano:22,should:38,shrink:22,simplif:6,singl:39,size:22,sklearn:39,slx:38,sourc:[21,28],space:38,spatial:[27,30,31,33,34,36,37,38,39],specif:22,stack:23,standard:32,state:[22,36],statist:[35,37],structur:[29,38],subset:20,summari:39,surfac:[30,39],synthesi:39,tabl:[27,30,39],tail:32,tendenc:35,texa:18,theil:36,thi:[28,29],think:29,time:30,tokyo:[19,20,35],tool:28,topic:27,topolog:6,tract:[12,16,17,37],troubleshoot:28,union:31,updat:22,urban:10,using:39,valencia:22,valu:[22,39],variabl:[2,38],veri:38,versu:36,virginia:22,visual:[31,35],wai:38,weight:31,what:[38,39],why:38,wisconsin:22,within:39,world:31,write:[2,12,17]}})