From 54057a68fbdea5beb8f0cd8e82b06fd2d6a98b00 Mon Sep 17 00:00:00 2001 From: Kevin Keller Date: Tue, 25 Sep 2018 16:26:23 +0200 Subject: [PATCH] changed input reading (results of gams) to match current gams model At the moment we read two indiviudal files that contain the income and activities for each agent --- data-weedcontrol/Grossmargin_P4,00.csv | 755 ++++++++++---------- data-weedcontrol/yearly_prices.csv | 16 +- data/Grossmargin_P4,00.csv | 378 ---------- data/activity_preference.csv | 383 +--------- data/farm_parameters.csv | 383 +--------- data/initial_activities.csv | 383 +--------- data/initial_incomes.csv | 381 +--------- data/initial_performing_years.csv | 383 +--------- data/social_networks.csv | 383 +--------- data/yearly_prices.csv | 11 - projdir/DataBaseIn/data_FARMIND.gms | 71 ++ projdir/DataBaseIn/data_FARMINDLandData.gms | 330 +++++++++ projdir/Grossmargin_P4,00.csv | 378 ---------- src/mathematical_programming/SwissLand.java | 102 ++- 14 files changed, 907 insertions(+), 3430 deletions(-) delete mode 100644 data/Grossmargin_P4,00.csv delete mode 100644 data/yearly_prices.csv create mode 100644 projdir/DataBaseIn/data_FARMIND.gms create mode 100644 projdir/DataBaseIn/data_FARMINDLandData.gms delete mode 100644 projdir/Grossmargin_P4,00.csv diff --git a/data-weedcontrol/Grossmargin_P4,00.csv b/data-weedcontrol/Grossmargin_P4,00.csv index 0bf51012..677d60c8 100644 --- a/data-weedcontrol/Grossmargin_P4,00.csv +++ b/data-weedcontrol/Grossmargin_P4,00.csv @@ -1,379 +1,378 @@ Municipality,GMAverage,Pre-Sow-Herbicide,Post-Sow-Herbicide -Ahaus , 241.45,spre5 ,spost1 -Beckum , 634.92,spre5 ,spost7 -Bruehl , 768.14,spre5 ,spost37 -Hoevelhof , 747.49,spre5 ,spost7 -Hopsten , 835.56,spre3 ,spost28 -Lippetal , 747.40,spre3 ,spost18 -Nottuln , 739.45,spre3 ,spost21 -Ostbevern , 280.79,spre5 ,spost1 -Greven , 249.24,spre5 ,spost1 -Hamm , 232.80,spre3 ,spost1 -Hamminkeln , 830.04,spre5 ,spost14 -Mechernich , 580.00,spre5 ,spost18 -Moenchenglad, 809.49,spre5 ,spost21 -Salzkotten , 227.53,spre3 ,spost1 -Selm , 848.61,spre3 ,spost39 -Lotte , 209.07,spre5 ,spost1 -Holzwickede , 260.00,spre3 ,spost1 -Juechen , 269.86,spre5 ,spost1 -Luedinghause, 263.38,spre3 ,spost1 -Hilden , 305.26,spre3 ,spost1 -Borgholzhaus, 767.59,spre5 ,spost3 -Kirchlengern, 859.64,spre3 ,spost52 -Marienmuenst, 173.93,spre5 ,spost1 -Sonsbeck , 288.69,spre3 ,spost1 -Straelen , 265.02,spre3 ,spost1 -Wuppertal , 251.48,spre3 ,spost1 -Suedlohn , 265.18,spre5 ,spost1 -Leverkusen , 315.54,spre5 ,spost1 -Schwerte , 260.31,spre3 ,spost1 -Engelskirche, 133.52,spre5 ,spost1 -Werl , 299.00,spre3 ,spost1 -Wesseling , 312.28,spre5 ,spost1 -Tecklenburg , 220.50,spre5 ,spost1 -Mettmann , 330.18,spre3 ,spost1 -Bocholt , 253.33,spre5 ,spost1 -Schleiden , 404.46,spre3 ,spost18 -Ratingen , 295.89,spre3 ,spost1 -Meerbusch , 238.97,spre3 ,spost1 -Hellenthal , 357.32,spre5 ,spost18 -UebachPalenb, 241.27,spre5 ,spost1 -Bestwig , 56.77,spre5 ,spost1 -Lengerich , 212.34,spre5 ,spost1 -Radevormwald, 559.72,spre5 ,spost13 -Siegen , 187.39,spre5 ,spost1 -Soest , 299.52,spre3 ,spost1 -Issum , 283.82,spre3 ,spost1 -Waltrop , 301.15,spre5 ,spost1 -CastropRauxe, 291.70,spre3 ,spost1 -Nettetal , 269.87,spre3 ,spost1 -BadSalzuflen, 268.50,spre1 ,spost1 -Rahden , 691.76,spre3 ,spost18 -Steinfurt , 260.79,spre5 ,spost1 -Lemgo , 786.01,spre5 ,spost21 -Hoerstel , 246.75,spre5 ,spost1 -Nieheim , 172.87,spre5 ,spost1 -Steinheim , 192.75,spre5 ,spost1 -Ruethen , 584.15,spre3 ,spost23 -BadWuennenbe, 566.67,spre3 ,spost18 -Vettweiss , 184.87,spre5 ,spost1 -Luenen , 276.84,spre3 ,spost1 -Bochum , 265.21,spre3 ,spost1 -Delbrueck , 263.91,spre3 ,spost1 -Gangelt , 248.60,spre5 ,spost1 -Kerken , 259.26,spre3 ,spost1 -Horstmar , 735.62,spre5 ,spost22 -Barntrup , 171.69,spre5 ,spost1 -Ascheberg , 207.51,spre3 ,spost1 -Wenden , 600.16,spre6 ,spost33 -Drolshagen , 618.90,spre4 ,spost52 -Geseke , 694.52,spre3 ,spost39 -Kevelaer , 279.61,spre3 ,spost1 -Hille , 755.16,spre5 ,spost37 -Heinsberg , 255.22,spre5 ,spost1 -Goch , 269.92,spre3 ,spost1 -Neuenrade , 631.21,spre6 ,spost23 -Loehne , 287.91,spre3 ,spost1 -Windeck , 186.51,spre5 ,spost1 -Mettingen , 246.80,spre5 ,spost1 -Muenster , 244.70,spre5 ,spost1 -Alfter , 260.96,spre5 ,spost1 -Rheurdt , 260.90,spre3 ,spost1 -Rheine , 222.99,spre5 ,spost1 -Augustdorf , 647.38,spre5 ,spost21 -Stemwede , 612.68,spre2 ,spost33 -Troisdorf , 330.75,spre3 ,spost1 -LangenfeldRh, 295.75,spre3 ,spost1 -Extertal , 724.56,spre5 ,spost22 -Metelen , 266.10,spre5 ,spost1 -Wipperfuerth, 491.22,spre5 ,spost18 -Schoeppingen, 178.05,spre5 ,spost1 -Uedem , 882.78,spre3 ,spost52 -Froendenberg, 237.63,spre3 ,spost1 -Coesfeld , 232.85,spre5 ,spost1 -Kalkar , 290.05,spre3 ,spost1 -Sassenberg , 845.88,spre5 ,spost14 -Viersen , 281.69,spre3 ,spost1 -Buende , 834.50,spre3 ,spost23 -Oelde , 195.81,spre5 ,spost1 -SchiederSchw, 220.73,spre5 ,spost1 -Spenge , 287.82,spre3 ,spost1 -Wesel , 835.51,spre3 ,spost37 -WickedeRuhr , 287.80,spre3 ,spost1 -Steinhagen , 199.04,spre5 ,spost1 -Bielefeld , 236.68,spre5 ,spost1 -Olpe , 600.97,spre5 ,spost21 -Werdohl , 169.13,spre5 ,spost1 -Kamen , 274.33,spre3 ,spost1 -Emsdetten , 214.43,spre5 ,spost1 -Brakel , 198.42,spre5 ,spost1 -Roedinghause, 288.49,spre3 ,spost1 -Xanten , 826.81,spre3 ,spost28 -Haan , 302.21,spre3 ,spost1 -HalleWestf , 209.01,spre5 ,spost1 -Gladbeck , 269.28,spre3 ,spost1 -Heimbach , 525.10,spre5 ,spost18 -Beelen , 247.21,spre5 ,spost1 -Medebach , 501.10,spre3 ,spost53 -NachrodtWibl, 155.40,spre5 ,spost1 -HornBadMeinb, 159.25,spre5 ,spost1 -Warstein , 668.51,spre5 ,spost5 -Luegde , 721.45,spre5 ,spost3 -Luedenscheid, 647.74,spre3 ,spost16 -Schwalmtal , 288.68,spre3 ,spost1 -Gummersbach , 503.14,spre5 ,spost12 -Ahlen , 697.96,spre3 ,spost51 -Senden , 221.23,spre3 ,spost1 -Werne , 260.07,spre3 ,spost1 -Iserlohn , 725.90,spre5 ,spost22 -Titz , 249.91,spre3 ,spost1 -Enger , 311.44,spre3 ,spost1 -Herford , 308.67,spre3 ,spost1 -Recke , 241.16,spre5 ,spost1 -Finnentrop , 566.78,spre4 ,spost36 -Waldfeucht , 252.00,spre5 ,spost1 -RhedaWiedenb, 225.56,spre5 ,spost1 -Brueggen , 286.69,spre5 ,spost1 -Erkelenz , 864.49,spre5 ,spost12 -Weeze , 227.20,spre3 ,spost1 -Wilnsdorf , 622.82,spre6 ,spost23 -Datteln , 290.51,spre3 ,spost1 -Borken , 856.45,spre5 ,spost12 -Bergkamen , 826.88,spre3 ,spost23 -Oberhausen , 847.52,spre5 ,spost5 -Wettringen , 264.20,spre5 ,spost1 -Attendorn , 148.39,spre5 ,spost1 -Herdecke , 234.71,spre3 ,spost1 -Bergheim , 238.91,spre5 ,spost1 -Much , 255.46,spre5 ,spost1 -Eitorf , 220.48,spre5 ,spost1 -Neuss , 271.77,spre3 ,spost1 -MendenSauerl, 228.31,spre5 ,spost1 -Wuelfrath , 855.21,spre5 ,spost5 -Lippstadt , 906.72,spre3 ,spost12 -Lichtenau , 570.63,spre5 ,spost12 -Hallenberg , 530.44,spre3 ,spost12 -Gevelsberg , 761.46,spre3 ,spost37 -Havixbeck , 269.77,spre3 ,spost1 -Petershagen , 715.86,spre5 ,spost37 -WertherWestf, 270.78,spre3 ,spost1 -Kleve , 277.36,spre3 ,spost1 -Verl , 234.04,spre5 ,spost1 -HerzebrockCl, 218.87,spre5 ,spost1 -Ibbenbueren , 215.51,spre5 ,spost1 -Erkrath , 915.51,spre3 ,spost53 -Lennestadt , 596.98,spre5 ,spost22 -OerErkenschw, 258.57,spre3 ,spost1 -Huenxe , 267.28,spre3 ,spost1 -Lienen , 217.72,spre5 ,spost1 -Noervenich , 758.85,spre3 ,spost7 -Erndtebrueck, 480.81,spre2 ,spost53 -Marsberg , 542.25,spre6 ,spost33 -Everswinkel , 207.90,spre5 ,spost1 -Euskirchen , 190.04,spre5 ,spost1 -BadLippsprin, 79.26,spre3 ,spost1 -Huertgenwald, 498.45,spre5 ,spost18 -Plettenberg , 155.85,spre5 ,spost1 -Kalletal , 212.98,spre5 ,spost1 -GronauWestf , 836.60,spre5 ,spost36 -Herten , 268.00,spre3 ,spost1 -Doerentrup , 202.32,spre5 ,spost1 -Welver , 862.14,spre3 ,spost52 -Nideggen , 608.18,spre5 ,spost12 -Geilenkirche, 822.32,spre5 ,spost12 -Raesfeld , 802.39,spre3 ,spost7 -Versmold , 260.13,spre5 ,spost1 -Pulheim , 880.31,spre3 ,spost52 -Laer , 226.61,spre5 ,spost1 -Breckerfeld , 654.31,spre6 ,spost12 -Westerkappel, 250.06,spre5 ,spost1 -Velbert , 259.50,spre5 ,spost1 -SundernSauer, 578.16,spre4 ,spost16 -Linnich , 249.55,spre5 ,spost1 -Detmold , 193.64,spre5 ,spost1 -Rosendahl , 158.20,spre5 ,spost1 -Espelkamp , 679.68,spre5 ,spost14 -BedburgHau , 280.33,spre3 ,spost1 -Paderborn , 624.69,spre4 ,spost52 -Beverungen , 178.46,spre5 ,spost1 -SanktAugusti, 341.14,spre3 ,spost1 -Niederzier , 188.00,spre3 ,spost1 -Elsdorf , 197.32,spre3 ,spost1 -Isselburg , 238.16,spre5 ,spost1 -EmmerichamRh, 268.70,spre3 ,spost1 -Wachtberg , 261.17,spre5 ,spost1 -BadMuenstere, 604.47,spre4 ,spost53 -Heiden , 235.56,spre3 ,spost1 -Wiehl , 181.33,spre5 ,spost1 -Netphen , 624.32,spre3 ,spost52 -Huellhorst , 252.44,spre3 ,spost1 -Bedburg , 249.59,spre5 ,spost1 -Huerth , 807.73,spre5 ,spost21 -Hilchenbach , 48.25,spre5 ,spost1 -Inden , 768.54,spre3 ,spost16 -Schmallenber, 0.00,spre3 ,spost55 -Schmallenber, 0.00,spre5 ,spost55 -Hueckelhoven, 855.28,spre3 ,spost51 -Ennigerloh , 658.21,spre6 ,spost12 -Zuelpich , 599.94,spre4 ,spost53 -Olfen , 285.21,spre3 ,spost1 -Ense , 251.98,spre5 ,spost1 -Nordwalde , 842.11,spre5 ,spost13 -Warendorf , 213.12,spre5 ,spost1 -Sendenhorst , 186.07,spre3 ,spost1 -Witten , 223.06,spre3 ,spost1 -Willebadesse, 628.27,spre5 ,spost39 -Grevenbroich, 263.19,spre5 ,spost1 -Freudenberg , 160.13,spre5 ,spost1 -Stadtlohn , 249.97,spre5 ,spost1 -Bueren , 512.79,spre5 ,spost18 -Duelmen , 248.26,spre3 ,spost1 -Rheinberg , 292.73,spre3 ,spost1 -Morsbach , 727.27,spre5 ,spost14 -BadSassendor, 308.93,spre3 ,spost1 -Geldern , 282.94,spre3 ,spost1 -Lage , 257.97,spre5 ,spost1 -Burbach , 546.16,spre5 ,spost21 -Guetersloh , 215.57,spre5 ,spost1 -Schwelm , 243.42,spre5 ,spost1 -Frechen , 840.61,spre3 ,spost52 -Unna , 844.36,spre3 ,spost16 -PreussischOl, 247.94,spre5 ,spost1 -Anroechte , 663.55,spre3 ,spost53 -BadOeynhause, 270.71,spre3 ,spost1 -Saerbeck , 228.04,spre5 ,spost1 -Blankenheim , 505.34,spre5 ,spost3 -Korschenbroi, 276.85,spre5 ,spost1 -Kreuzau , 185.31,spre5 ,spost1 -Bergneustadt, 559.08,spre4 ,spost52 -Kirchhundem , 487.83,spre6 ,spost33 -Halver , 529.48,spre4 ,spost53 -Arnsberg , 209.28,spre5 ,spost1 -VoerdeNieder, 893.46,spre5 ,spost13 -Langenberg , 295.02,spre5 ,spost1 -Alpen , 273.60,spre3 ,spost1 -Warburg , 600.72,spre5 ,spost5 -Niederkruech, 277.42,spre5 ,spost1 -Langerwehe , 165.93,spre5 ,spost1 -Recklinghaus, 841.22,spre3 ,spost37 -SchlossHolte, 161.27,spre5 ,spost1 -Kreuztal , 612.17,spre6 ,spost28 -Ennepetal , 605.10,spre2 ,spost23 -Erwitte , 219.64,spre3 ,spost1 -Selfkant , 296.55,spre5 ,spost1 -BadBerleburg, 462.47,spre4 ,spost53 -Schermbeck , 234.53,spre3 ,spost1 -Luebbecke , 218.37,spre5 ,spost1 -Sprockhoevel, 798.27,spre5 ,spost7 -Meinerzhagen, 552.02,spre5 ,spost22 -Hattingen , 842.36,spre3 ,spost53 -Olsberg , 464.91,spre4 ,spost22 -Kall , 448.27,spre5 ,spost18 -Blomberg , 229.48,spre5 ,spost1 -BadLaasphe , 572.94,spre5 ,spost18 -NeunkirchenS, 275.16,spre5 ,spost1 -Schalksmuehl, 682.92,spre5 ,spost3 -Dortmund , 262.69,spre3 ,spost1 -Neunkirchen , 167.24,spre5 ,spost1 -Boenen , 854.05,spre3 ,spost53 -Rietberg , 271.73,spre5 ,spost1 -KampLintfort, 260.81,spre3 ,spost1 -Kranenburg , 235.61,spre3 ,spost1 -Willich , 231.64,spre3 ,spost1 -Drensteinfur, 161.80,spre3 ,spost1 -Minden , 809.71,spre5 ,spost14 -Moehnesee , 757.54,spre5 ,spost12 -Hemer , 153.98,spre5 ,spost1 -BadHonnef , 819.53,spre5 ,spost12 -Reichshof , 126.59,spre5 ,spost1 -Juelich , 193.82,spre3 ,spost1 -Borchen , 12.59,spre5 ,spost1 -Hiddenhausen, 286.42,spre3 ,spost1 -Nuembrecht , 733.90,spre5 ,spost21 -MonheimamRhe, 264.94,spre1 ,spost1 -NeukirchenVl, 246.80,spre3 ,spost1 -Rheinbach , 234.68,spre5 ,spost1 -HennefSieg , 280.86,spre5 ,spost1 -Swisttal , 214.29,spre5 ,spost1 -Lohmar , 277.12,spre5 ,spost1 -Weilerswist , 180.94,spre5 ,spost1 -Borgentreich, 610.39,spre3 ,spost51 -PortaWestfal, 245.71,spre3 ,spost1 -Merzenich , 226.13,spre3 ,spost1 -Brilon , 631.90,spre5 ,spost13 -Kaarst , 269.70,spre3 ,spost1 -Marl , 817.92,spre3 ,spost36 -Dorsten , 253.23,spre3 ,spost1 -Oerlinghause, 177.15,spre5 ,spost1 -Grefrath , 279.14,spre3 ,spost1 -Nettersheim , 466.10,spre5 ,spost3 -Rhede , 237.82,spre5 ,spost1 -Altena , 699.27,spre5 ,spost14 -WetterRuhr , 167.99,spre3 ,spost1 -BadDriburg , 628.71,spre2 ,spost12 -Ruppichterot, 256.32,spre5 ,spost1 -Siegburg , 310.59,spre3 ,spost1 -Hagen , 728.57,spre5 ,spost21 -Herscheid , 546.26,spre4 ,spost36 -Altenbeken , 565.09,spre5 ,spost12 -Meckenheim , 244.39,spre5 ,spost1 -Reken , 241.01,spre3 ,spost1 -Leopoldshoeh, 875.46,spre3 ,spost52 -Wegberg , 272.41,spre5 ,spost1 -Dueren , 811.66,spre5 ,spost3 -Ladbergen , 229.43,spre5 ,spost1 -Neuenkirchen, 211.82,spre5 ,spost1 -Lindlar , 612.77,spre5 ,spost12 -Kempen , 262.96,spre3 ,spost1 -Legden , 216.64,spre5 ,spost1 -Rommerskirch, 837.81,spre5 ,spost3 -Hueckeswagen, 611.19,spre6 ,spost12 -Wadersloh , 818.56,spre5 ,spost39 -Bornheim , 273.85,spre5 ,spost1 -Waldbroel , 745.88,spre5 ,spost3 -Telgte , 256.51,spre5 ,spost1 -Dormagen , 873.15,spre3 ,spost13 -Nordkirchen , 251.27,spre3 ,spost1 -Niederkassel, 354.17,spre3 ,spost1 -Balve , 162.39,spre5 ,spost1 -Billerbeck , 175.36,spre3 ,spost1 -Altenberge , 242.72,spre5 ,spost1 -Heiligenhaus, 302.64,spre5 ,spost1 -Ochtrup , 274.65,spre5 ,spost1 -Velen , 257.49,spre5 ,spost1 -Wassenberg , 259.59,spre5 ,spost1 -Harsewinkel , 245.39,spre5 ,spost1 -Erftstadt , 198.66,spre5 ,spost1 -Rees , 269.44,spre3 ,spost1 -Heek , 282.61,spre5 ,spost1 -Hoexter , 707.12,spre5 ,spost36 -Vlotho , 832.48,spre3 ,spost23 -Aldenhoven , 224.07,spre5 ,spost1 -EsloheSauerl, 545.00,spre4 ,spost52 -Dahlem , 460.74,spre5 ,spost12 -Gescher , 831.44,spre5 ,spost7 -Wachtendonk , 837.33,spre3 ,spost23 -Herne , 312.34,spre3 ,spost1 -HalternamSee, 799.02,spre3 ,spost36 -Toenisvorst , 255.56,spre3 ,spost1 -Moers , 257.84,spre3 ,spost1 -Schlangen , 616.83,spre5 ,spost3 -Meschede , 618.23,spre5 ,spost14 -Dinslaken , 291.45,spre5 ,spost1 -Kerpen , 185.35,spre3 ,spost1 -Koenigswinte, 289.30,spre5 ,spost1 -Kierspe , 536.81,spre3 ,spost16 -Marienheide , 384.08,spre5 ,spost12 -Winterberg , 451.13,spre5 ,spost12 -Aachen , 230.93,spre5 ,spost1 -Alsdorf , 289.44,spre5 ,spost1 -Baesweiler , 249.22,spre5 ,spost1 -Eschweiler , 834.99,spre5 ,spost3 -Herzogenrath, 836.25,spre5 ,spost16 -Monschau , 509.08,spre5 ,spost12 -Roetgen , 621.89,spre5 ,spost5 -Simmerath , 463.03,spre5 ,spost12 -StolbergRhld, 640.89,spre5 ,spost18 -Vreden , 252.82,spre5 ,spost1 -Wuerselen , 260.86,spre5 ,spost1 +Ahaus , 416.06,spre3 ,spost39 +Beckum , 310.99,spre3 ,spost3 +Bruehl , 356.05,spre3 ,spost39 +Hoevelhof , 483.23,spre3 ,spost3 +Hopsten , 514.56,spre3 ,spost3 +Lippetal , 377.80,spre3 ,spost3 +Nottuln , 376.54,spre5 ,spost12 +Ostbevern , 494.92,spre5 ,spost37 +Greven , 464.40,spre5 ,spost37 +Hamm , 336.71,spre4 ,spost18 +Hamminkeln , 479.25,spre5 ,spost37 +Mechernich , 288.71,spre3 ,spost3 +Moenchengladbach , 380.41,spre4 ,spost12 +Salzkotten , 464.42,spre3 ,spost3 +Selm , 289.79,spre4 ,spost18 +Lotte , 437.76,spre3 ,spost3 +Holzwickede , 440.06,spre4 ,spost12 +Juechen , 418.45,spre5 ,spost37 +Luedinghausen , 283.25,spre4 ,spost18 +Hilden , 490.42,spre3 ,spost3 +Borgholzhausen , 485.52,spre5 ,spost37 +Kirchlengern , 488.37,spre3 ,spost3 +Marienmuenster , 464.67,spre3 ,spost3 +Sonsbeck , 481.96,spre3 ,spost3 +Straelen , 413.17,spre4 ,spost12 +Wuppertal , 461.88,spre4 ,spost12 +Suedlohn , 424.66,spre5 ,spost37 +Leverkusen , 462.18,spre5 ,spost37 +Schwerte , 437.61,spre4 ,spost12 +Engelskirchen , 322.25,spre5 ,spost37 +Werl , 448.80,spre4 ,spost12 +Wesseling , 482.61,spre3 ,spost3 +Tecklenburg , 449.76,spre5 ,spost37 +Mettmann , 528.92,spre4 ,spost12 +Bocholt , 480.32,spre5 ,spost37 +Schleiden , 149.46,spre3 ,spost3 +Ratingen , 453.47,spre4 ,spost12 +Meerbusch , 406.72,spre4 ,spost12 +Hellenthal , 129.44,spre3 ,spost18 +UebachPalenberg , 440.01,spre3 ,spost3 +Bestwig , 382.69,spre5 ,spost37 +Lengerich , 448.64,spre5 ,spost37 +Radevormwald , 308.62,spre3 ,spost3 +Siegen , 456.56,spre5 ,spost37 +Soest , 449.93,spre4 ,spost12 +Issum , 424.77,spre3 ,spost3 +Waltrop , 385.46,spre5 ,spost37 +CastropRauxel , 360.47,spre4 ,spost18 +Nettetal , 370.35,spre4 ,spost12 +BadSalzuflen , 350.53,spre2 ,spost3 +Rahden , 429.07,spre3 ,spost3 +Steinfurt , 468.86,spre5 ,spost37 +Lemgo , 505.09,spre3 ,spost3 +Hoerstel , 486.83,spre5 ,spost37 +Nieheim , 460.35,spre3 ,spost3 +Steinheim , 482.12,spre3 ,spost3 +Ruethen , 356.17,spre5 ,spost37 +BadWuennenberg , 292.62,spre5 ,spost37 +Vettweiss , 376.64,spre5 ,spost37 +Luenen , 355.48,spre4 ,spost18 +Bochum , 369.50,spre4 ,spost18 +Delbrueck , 522.00,spre3 ,spost3 +Gangelt , 437.29,spre3 ,spost3 +Kerken , 417.57,spre3 ,spost3 +Horstmar , 416.58,spre5 ,spost37 +Barntrup , 475.78,spre3 ,spost3 +Ascheberg , 283.54,spre3 ,spost3 +Wenden , 432.98,spre5 ,spost37 +Drolshagen , 422.96,spre5 ,spost37 +Geseke , 390.83,spre3 ,spost3 +Kevelaer , 402.40,spre4 ,spost12 +Hille , 449.23,spre3 ,spost3 +Heinsberg , 392.52,spre4 ,spost12 +Goch , 473.19,spre3 ,spost3 +Neuenrade , 434.71,spre3 ,spost3 +Loehne , 480.20,spre3 ,spost3 +Windeck , 397.47,spre5 ,spost37 +Mettingen , 471.33,spre5 ,spost37 +Muenster , 368.26,spre5 ,spost37 +Alfter , 385.35,spre4 ,spost18 +Rheurdt , 440.45,spre3 ,spost3 +Rheine , 432.13,spre5 ,spost37 +Augustdorf , 399.79,spre5 ,spost37 +Stemwede , 399.33,spre5 ,spost37 +Troisdorf , 512.90,spre3 ,spost3 +LangenfeldRhld , 419.55,spre3 ,spost3 +Extertal , 477.42,spre3 ,spost3 +Metelen , 482.78,spre5 ,spost37 +Wipperfuerth , 216.84,spre3 ,spost3 +Schoeppingen , 397.83,spre5 ,spost37 +Uedem , 461.74,spre4 ,spost12 +FroendenbergRuhr , 464.14,spre3 ,spost3 +Coesfeld , 359.54,spre5 ,spost37 +Kalkar , 505.64,spre3 ,spost3 +Sassenberg , 500.53,spre5 ,spost37 +Viersen , 406.81,spre4 ,spost12 +Buende , 480.64,spre3 ,spost3 +Oelde , 411.66,spre3 ,spost3 +SchiederSchwalenberg, 505.84,spre3 ,spost3 +Spenge , 495.42,spre3 ,spost3 +Wesel , 462.98,spre3 ,spost3 +WickedeRuhr , 459.34,spre4 ,spost12 +Steinhagen , 460.34,spre4 ,spost18 +Bielefeld , 502.33,spre3 ,spost3 +Olpe , 419.47,spre3 ,spost3 +Werdohl , 449.93,spre5 ,spost37 +Kamen , 397.67,spre4 ,spost18 +Emsdetten , 439.58,spre5 ,spost37 +Brakel , 454.00,spre3 ,spost3 +Roedinghausen , 503.26,spre3 ,spost3 +Xanten , 496.90,spre3 ,spost3 +Haan , 494.99,spre4 ,spost12 +HalleWestf , 518.08,spre5 ,spost37 +Gladbeck , 381.20,spre4 ,spost18 +Heimbach , 259.36,spre5 ,spost37 +Beelen , 483.13,spre5 ,spost37 +Medebach , 288.60,spre3 ,spost3 +NachrodtWiblingwerde, 462.46,spre5 ,spost37 +HornBadMeinberg , 459.25,spre3 ,spost3 +Warstein , 433.10,spre5 ,spost37 +Luegde , 487.56,spre3 ,spost3 +Luedenscheid , 435.53,spre5 ,spost37 +Schwalmtal , 407.91,spre3 ,spost3 +Gummersbach , 170.11,spre3 ,spost3 +Ahlen , 297.71,spre3 ,spost3 +Senden , 322.33,spre3 ,spost3 +Werne , 295.65,spre4 ,spost18 +Iserlohn , 431.05,spre4 ,spost12 +Titz , 384.05,spre4 ,spost12 +Enger , 499.16,spre3 ,spost3 +Herford , 506.90,spre3 ,spost3 +Recke , 458.39,spre5 ,spost37 +Finnentrop , 407.37,spre3 ,spost3 +Waldfeucht , 409.48,spre5 ,spost37 +RhedaWiedenbrueck , 465.43,spre3 ,spost3 +Brueggen , 403.57,spre3 ,spost3 +Erkelenz , 416.74,spre5 ,spost37 +Weeze , 444.77,spre3 ,spost3 +Wilnsdorf , 430.59,spre5 ,spost37 +Datteln , 349.42,spre4 ,spost18 +Borken , 433.35,spre5 ,spost37 +Bergkamen , 365.14,spre4 ,spost18 +Oberhausen , 402.05,spre3 ,spost3 +Wettringen , 467.84,spre5 ,spost37 +Attendorn , 416.36,spre3 ,spost3 +Herdecke , 406.64,spre4 ,spost12 +Bergheim , 431.98,spre5 ,spost37 +Much , 462.51,spre5 ,spost37 +Eitorf , 410.07,spre5 ,spost37 +Neuss , 428.43,spre3 ,spost3 +MendenSauerland , 436.14,spre5 ,spost37 +Wuelfrath , 525.38,spre5 ,spost37 +Lippstadt , 545.03,spre3 ,spost3 +Lichtenau , 330.42,spre3 ,spost3 +Hallenberg , 319.23,spre3 ,spost3 +Gevelsberg , 454.87,spre4 ,spost12 +Havixbeck , 421.49,spre4 ,spost12 +Petershagen , 415.97,spre3 ,spost3 +WertherWestf , 545.81,spre3 ,spost3 +Kleve , 439.86,spre3 ,spost3 +Verl , 523.66,spre3 ,spost3 +HerzebrockClarholz , 464.35,spre5 ,spost37 +Ibbenbueren , 450.59,spre5 ,spost37 +Erkrath , 492.00,spre4 ,spost12 +Lennestadt , 376.45,spre3 ,spost3 +OerErkenschwick , 324.65,spre4 ,spost18 +Huenxe , 363.74,spre4 ,spost12 +Lienen , 464.03,spre5 ,spost37 +Noervenich , 402.95,spre3 ,spost3 +Erndtebrueck , 321.01,spre5 ,spost37 +Marsberg , 368.55,spre5 ,spost37 +Everswinkel , 349.73,spre5 ,spost37 +Euskirchen , 382.97,spre3 ,spost3 +BadLippspringe , 373.00,spre3 ,spost3 +Huertgenwald , 222.27,spre3 ,spost3 +Plettenberg , 420.72,spre5 ,spost37 +Kalletal , 454.75,spre3 ,spost3 +GronauWestf , 488.02,spre5 ,spost37 +Herten , 394.92,spre4 ,spost18 +Doerentrup , 457.31,spre3 ,spost3 +Welver , 428.43,spre4 ,spost12 +Nideggen , 311.03,spre3 ,spost3 +Geilenkirchen , 426.77,spre3 ,spost3 +Raesfeld , 368.11,spre4 ,spost12 +Versmold , 557.24,spre3 ,spost3 +Pulheim , 477.33,spre3 ,spost3 +Laer , 415.15,spre5 ,spost37 +Breckerfeld , 410.90,spre5 ,spost37 +Westerkappeln , 480.95,spre3 ,spost3 +Velbert , 501.00,spre5 ,spost37 +SundernSauerland , 425.34,spre3 ,spost3 +Linnich , 441.33,spre3 ,spost3 +Detmold , 459.89,spre3 ,spost3 +Rosendahl , 316.64,spre5 ,spost37 +Espelkamp , 392.10,spre5 ,spost37 +BedburgHau , 477.64,spre3 ,spost3 +Paderborn , 339.34,spre4 ,spost12 +Beverungen , 425.61,spre3 ,spost3 +SanktAugustin , 530.92,spre3 ,spost3 +Niederzier , 381.17,spre4 ,spost12 +Elsdorf , 394.97,spre4 ,spost12 +Isselburg , 468.84,spre5 ,spost37 +EmmerichamRhein , 438.96,spre3 ,spost3 +Wachtberg , 447.14,spre5 ,spost37 +BadMuenstereifel , 352.79,spre5 ,spost37 +Heiden , 374.22,spre4 ,spost18 +Wiehl , 386.25,spre5 ,spost37 +Netphen , 396.06,spre5 ,spost37 +Huellhorst , 507.58,spre3 ,spost3 +Bedburg , 390.92,spre4 ,spost12 +Huerth , 472.83,spre3 ,spost3 +Hilchenbach , 349.83,spre5 ,spost37 +Inden , 404.63,spre3 ,spost3 +Schmallenberg , 324.47,spre3 ,spost3 +Hueckelhoven , 424.45,spre4 ,spost12 +Ennigerloh , 313.37,spre3 ,spost3 +Zuelpich , 355.21,spre3 ,spost3 +Olfen , 303.20,spre4 ,spost18 +Ense , 416.61,spre4 ,spost12 +Nordwalde , 450.07,spre5 ,spost37 +Warendorf , 388.97,spre5 ,spost37 +Sendenhorst , 319.45,spre3 ,spost3 +Witten , 368.27,spre4 ,spost12 +Willebadessen , 384.87,spre5 ,spost37 +Grevenbroich , 434.25,spre5 ,spost37 +Freudenberg , 435.58,spre5 ,spost37 +Stadtlohn , 404.00,spre5 ,spost37 +Bueren , 255.32,spre3 ,spost3 +Duelmen , 319.68,spre4 ,spost18 +Rheinberg , 409.87,spre3 ,spost3 +Morsbach , 428.16,spre5 ,spost37 +BadSassendorf , 509.87,spre3 ,spost3 +Geldern , 389.92,spre4 ,spost12 +Lage , 481.22,spre3 ,spost3 +Burbach , 387.63,spre5 ,spost37 +Guetersloh , 505.46,spre3 ,spost3 +Schwelm , 475.43,spre4 ,spost12 +Frechen , 482.24,spre3 ,spost3 +Unna , 430.79,spre4 ,spost12 +PreussischOldendorf , 474.34,spre3 ,spost3 +Anroechte , 363.71,spre3 ,spost3 +BadOeynhausen , 419.93,spre4 ,spost12 +Saerbeck , 463.01,spre5 ,spost37 +Blankenheim , 197.71,spre4 ,spost18 +Korschenbroich , 419.61,spre4 ,spost12 +Kreuzau , 347.97,spre5 ,spost37 +Bergneustadt , 341.08,spre3 ,spost3 +Kirchhundem , 337.42,spre5 ,spost37 +Halver , 344.71,spre3 ,spost3 +Arnsberg , 448.71,spre5 ,spost37 +VoerdeNiederrhein , 405.08,spre3 ,spost3 +Langenberg , 516.94,spre3 ,spost3 +Alpen , 460.23,spre3 ,spost3 +Warburg , 381.97,spre3 ,spost3 +Niederkruechten , 421.28,spre3 ,spost3 +Langerwehe , 330.47,spre3 ,spost3 +Recklinghausen , 375.86,spre4 ,spost18 +SchlossHolteStukenbr, 426.37,spre5 ,spost37 +Kreuztal , 411.47,spre5 ,spost37 +Ennepetal , 395.49,spre5 ,spost37 +Erwitte , 433.03,spre3 ,spost3 +Selfkant , 462.57,spre5 ,spost37 +BadBerleburg , 330.65,spre3 ,spost3 +Schermbeck , 344.39,spre4 ,spost12 +Luebbecke , 471.62,spre5 ,spost37 +Sprockhoevel , 461.49,spre4 ,spost12 +Meinerzhagen , 385.67,spre3 ,spost3 +Hattingen , 457.34,spre4 ,spost12 +Olsberg , 368.49,spre5 ,spost37 +Kall , 173.59,spre3 ,spost3 +Blomberg , 497.98,spre3 ,spost3 +BadLaasphe , 364.99,spre3 ,spost3 +NeunkirchenSeelschei, 475.56,spre3 ,spost3 +Schalksmuehle , 441.83,spre5 ,spost37 +Dortmund , 351.77,spre4 ,spost18 +Neunkirchen , 440.72,spre5 ,spost37 +Boenen , 411.44,spre4 ,spost12 +Rietberg , 527.20,spre3 ,spost3 +KampLintfort , 416.53,spre3 ,spost3 +Kranenburg , 399.06,spre3 ,spost3 +Willich , 408.04,spre4 ,spost12 +Drensteinfurt , 276.40,spre3 ,spost3 +Minden , 444.08,spre5 ,spost37 +Moehnesee , 421.95,spre5 ,spost37 +Hemer , 432.40,spre5 ,spost37 +BadHonnef , 449.80,spre5 ,spost37 +Reichshof , 358.14,spre5 ,spost37 +Juelich , 363.75,spre4 ,spost12 +Borchen , 268.16,spre3 ,spost3 +Hiddenhausen , 467.47,spre3 ,spost3 +Nuembrecht , 450.08,spre5 ,spost37 +MonheimamRhein , 268.17,spre2 ,spost3 +NeukirchenVluyn , 420.74,spre3 ,spost3 +Rheinbach , 369.07,spre4 ,spost18 +HennefSieg , 457.43,spre5 ,spost37 +Swisttal , 335.93,spre4 ,spost18 +Lohmar , 464.60,spre3 ,spost3 +Weilerswist , 306.61,spre4 ,spost18 +Borgentreich , 289.50,spre5 ,spost37 +PortaWestfalica , 410.57,spre4 ,spost12 +Merzenich , 392.87,spre4 ,spost12 +Brilon , 425.72,spre3 ,spost3 +Kaarst , 412.64,spre4 ,spost12 +Marl , 372.00,spre4 ,spost18 +Dorsten , 372.26,spre4 ,spost12 +Oerlinghausen , 449.20,spre5 ,spost37 +Grefrath , 423.11,spre4 ,spost12 +Nettersheim , 218.74,spre3 ,spost3 +Rhede , 439.39,spre5 ,spost37 +Altena , 465.89,spre5 ,spost37 +WetterRuhr , 368.99,spre4 ,spost18 +BadDriburg , 422.55,spre3 ,spost3 +Ruppichteroth , 453.39,spre5 ,spost37 +Siegburg , 482.31,spre3 ,spost3 +Hagen , 446.12,spre4 ,spost12 +Herscheid , 428.30,spre3 ,spost3 +Altenbeken , 354.91,spre3 ,spost3 +Meckenheim , 431.10,spre5 ,spost37 +Reken , 345.53,spre4 ,spost18 +Leopoldshoehe , 515.76,spre3 ,spost3 +Wegberg , 372.57,spre5 ,spost37 +Dueren , 384.85,spre5 ,spost37 +Ladbergen , 454.85,spre5 ,spost37 +Neuenkirchen , 418.89,spre5 ,spost37 +Lindlar , 223.54,spre4 ,spost18 +Kempen , 412.96,spre4 ,spost12 +Legden , 389.39,spre5 ,spost37 +Rommerskirchen , 421.27,spre5 ,spost37 +Hueckeswagen , 343.81,spre5 ,spost37 +Wadersloh , 474.94,spre3 ,spost3 +Bornheim , 390.99,spre4 ,spost12 +Waldbroel , 431.54,spre5 ,spost37 +Telgte , 439.12,spre5 ,spost37 +Dormagen , 426.08,spre3 ,spost3 +Nordkirchen , 214.28,spre4 ,spost18 +Niederkassel , 532.64,spre3 ,spost3 +Balve , 431.67,spre3 ,spost3 +Billerbeck , 314.52,spre4 ,spost12 +Altenberge , 399.79,spre5 ,spost37 +Heiligenhaus , 515.78,spre5 ,spost37 +Ochtrup , 468.33,spre5 ,spost37 +Velen , 413.40,spre5 ,spost37 +Wassenberg , 399.49,spre3 ,spost3 +Harsewinkel , 527.64,spre3 ,spost3 +Erftstadt , 345.38,spre4 ,spost12 +Rees , 491.38,spre3 ,spost3 +Heek , 480.14,spre5 ,spost37 +Hoexter , 469.40,spre3 ,spost3 +Vlotho , 521.26,spre3 ,spost3 +Aldenhoven , 416.05,spre3 ,spost3 +EsloheSauerland , 391.77,spre3 ,spost3 +Dahlem , 185.67,spre3 ,spost3 +Gescher , 410.27,spre5 ,spost37 +Wachtendonk , 412.56,spre4 ,spost12 +Herne , 421.60,spre4 ,spost18 +HalternamSee , 331.13,spre4 ,spost18 +Toenisvorst , 421.50,spre4 ,spost18 +Moers , 404.73,spre3 ,spost3 +Schlangen , 382.01,spre3 ,spost3 +Meschede , 413.33,spre3 ,spost3 +Dinslaken , 424.02,spre5 ,spost37 +Kerpen , 386.13,spre4 ,spost12 +Koenigswinter , 486.65,spre5 ,spost37 +Kierspe , 316.89,spre3 ,spost3 +Marienheide , 94.56,spre3 ,spost3 +Winterberg , 299.47,spre3 ,spost3 +Aachen , 412.92,spre3 ,spost3 +Alsdorf , 466.99,spre3 ,spost3 +Baesweiler , 446.62,spre3 ,spost3 +Eschweiler , 436.50,spre3 ,spost3 +Herzogenrath , 431.40,spre3 ,spost3 +Monschau , 260.67,spre5 ,spost37 +Roetgen , 340.30,spre5 ,spost37 +Simmerath , 207.83,spre5 ,spost37 +StolbergRhld , 298.04,spre3 ,spost3 +Vreden , 418.24,spre5 ,spost37 +Wuerselen , 418.33,spre3 ,spost3 \ No newline at end of file diff --git a/data-weedcontrol/yearly_prices.csv b/data-weedcontrol/yearly_prices.csv index 679ba662..461c14b8 100644 --- a/data-weedcontrol/yearly_prices.csv +++ b/data-weedcontrol/yearly_prices.csv @@ -1,7 +1,11 @@ "year","price" -2004,4.4 -2005,4.7 -2006,4.9 -2007,4.2 -2008,5.2 -2009,4.3 +1999,3.8 +2000,3.75 +2001,3.8 +2002,3.85 +2003,3.8 +2006,3.85 +2007,3.95 +2008,3.85 +2009,4.1 +2010,3.7 \ No newline at end of file diff --git a/data/Grossmargin_P4,00.csv b/data/Grossmargin_P4,00.csv deleted file mode 100644 index 677d60c8..00000000 --- a/data/Grossmargin_P4,00.csv +++ /dev/null @@ -1,378 +0,0 @@ -Municipality,GMAverage,Pre-Sow-Herbicide,Post-Sow-Herbicide -Ahaus , 416.06,spre3 ,spost39 -Beckum , 310.99,spre3 ,spost3 -Bruehl , 356.05,spre3 ,spost39 -Hoevelhof , 483.23,spre3 ,spost3 -Hopsten , 514.56,spre3 ,spost3 -Lippetal , 377.80,spre3 ,spost3 -Nottuln , 376.54,spre5 ,spost12 -Ostbevern , 494.92,spre5 ,spost37 -Greven , 464.40,spre5 ,spost37 -Hamm , 336.71,spre4 ,spost18 -Hamminkeln , 479.25,spre5 ,spost37 -Mechernich , 288.71,spre3 ,spost3 -Moenchengladbach , 380.41,spre4 ,spost12 -Salzkotten , 464.42,spre3 ,spost3 -Selm , 289.79,spre4 ,spost18 -Lotte , 437.76,spre3 ,spost3 -Holzwickede , 440.06,spre4 ,spost12 -Juechen , 418.45,spre5 ,spost37 -Luedinghausen , 283.25,spre4 ,spost18 -Hilden , 490.42,spre3 ,spost3 -Borgholzhausen , 485.52,spre5 ,spost37 -Kirchlengern , 488.37,spre3 ,spost3 -Marienmuenster , 464.67,spre3 ,spost3 -Sonsbeck , 481.96,spre3 ,spost3 -Straelen , 413.17,spre4 ,spost12 -Wuppertal , 461.88,spre4 ,spost12 -Suedlohn , 424.66,spre5 ,spost37 -Leverkusen , 462.18,spre5 ,spost37 -Schwerte , 437.61,spre4 ,spost12 -Engelskirchen , 322.25,spre5 ,spost37 -Werl , 448.80,spre4 ,spost12 -Wesseling , 482.61,spre3 ,spost3 -Tecklenburg , 449.76,spre5 ,spost37 -Mettmann , 528.92,spre4 ,spost12 -Bocholt , 480.32,spre5 ,spost37 -Schleiden , 149.46,spre3 ,spost3 -Ratingen , 453.47,spre4 ,spost12 -Meerbusch , 406.72,spre4 ,spost12 -Hellenthal , 129.44,spre3 ,spost18 -UebachPalenberg , 440.01,spre3 ,spost3 -Bestwig , 382.69,spre5 ,spost37 -Lengerich , 448.64,spre5 ,spost37 -Radevormwald , 308.62,spre3 ,spost3 -Siegen , 456.56,spre5 ,spost37 -Soest , 449.93,spre4 ,spost12 -Issum , 424.77,spre3 ,spost3 -Waltrop , 385.46,spre5 ,spost37 -CastropRauxel , 360.47,spre4 ,spost18 -Nettetal , 370.35,spre4 ,spost12 -BadSalzuflen , 350.53,spre2 ,spost3 -Rahden , 429.07,spre3 ,spost3 -Steinfurt , 468.86,spre5 ,spost37 -Lemgo , 505.09,spre3 ,spost3 -Hoerstel , 486.83,spre5 ,spost37 -Nieheim , 460.35,spre3 ,spost3 -Steinheim , 482.12,spre3 ,spost3 -Ruethen , 356.17,spre5 ,spost37 -BadWuennenberg , 292.62,spre5 ,spost37 -Vettweiss , 376.64,spre5 ,spost37 -Luenen , 355.48,spre4 ,spost18 -Bochum , 369.50,spre4 ,spost18 -Delbrueck , 522.00,spre3 ,spost3 -Gangelt , 437.29,spre3 ,spost3 -Kerken , 417.57,spre3 ,spost3 -Horstmar , 416.58,spre5 ,spost37 -Barntrup , 475.78,spre3 ,spost3 -Ascheberg , 283.54,spre3 ,spost3 -Wenden , 432.98,spre5 ,spost37 -Drolshagen , 422.96,spre5 ,spost37 -Geseke , 390.83,spre3 ,spost3 -Kevelaer , 402.40,spre4 ,spost12 -Hille , 449.23,spre3 ,spost3 -Heinsberg , 392.52,spre4 ,spost12 -Goch , 473.19,spre3 ,spost3 -Neuenrade , 434.71,spre3 ,spost3 -Loehne , 480.20,spre3 ,spost3 -Windeck , 397.47,spre5 ,spost37 -Mettingen , 471.33,spre5 ,spost37 -Muenster , 368.26,spre5 ,spost37 -Alfter , 385.35,spre4 ,spost18 -Rheurdt , 440.45,spre3 ,spost3 -Rheine , 432.13,spre5 ,spost37 -Augustdorf , 399.79,spre5 ,spost37 -Stemwede , 399.33,spre5 ,spost37 -Troisdorf , 512.90,spre3 ,spost3 -LangenfeldRhld , 419.55,spre3 ,spost3 -Extertal , 477.42,spre3 ,spost3 -Metelen , 482.78,spre5 ,spost37 -Wipperfuerth , 216.84,spre3 ,spost3 -Schoeppingen , 397.83,spre5 ,spost37 -Uedem , 461.74,spre4 ,spost12 -FroendenbergRuhr , 464.14,spre3 ,spost3 -Coesfeld , 359.54,spre5 ,spost37 -Kalkar , 505.64,spre3 ,spost3 -Sassenberg , 500.53,spre5 ,spost37 -Viersen , 406.81,spre4 ,spost12 -Buende , 480.64,spre3 ,spost3 -Oelde , 411.66,spre3 ,spost3 -SchiederSchwalenberg, 505.84,spre3 ,spost3 -Spenge , 495.42,spre3 ,spost3 -Wesel , 462.98,spre3 ,spost3 -WickedeRuhr , 459.34,spre4 ,spost12 -Steinhagen , 460.34,spre4 ,spost18 -Bielefeld , 502.33,spre3 ,spost3 -Olpe , 419.47,spre3 ,spost3 -Werdohl , 449.93,spre5 ,spost37 -Kamen , 397.67,spre4 ,spost18 -Emsdetten , 439.58,spre5 ,spost37 -Brakel , 454.00,spre3 ,spost3 -Roedinghausen , 503.26,spre3 ,spost3 -Xanten , 496.90,spre3 ,spost3 -Haan , 494.99,spre4 ,spost12 -HalleWestf , 518.08,spre5 ,spost37 -Gladbeck , 381.20,spre4 ,spost18 -Heimbach , 259.36,spre5 ,spost37 -Beelen , 483.13,spre5 ,spost37 -Medebach , 288.60,spre3 ,spost3 -NachrodtWiblingwerde, 462.46,spre5 ,spost37 -HornBadMeinberg , 459.25,spre3 ,spost3 -Warstein , 433.10,spre5 ,spost37 -Luegde , 487.56,spre3 ,spost3 -Luedenscheid , 435.53,spre5 ,spost37 -Schwalmtal , 407.91,spre3 ,spost3 -Gummersbach , 170.11,spre3 ,spost3 -Ahlen , 297.71,spre3 ,spost3 -Senden , 322.33,spre3 ,spost3 -Werne , 295.65,spre4 ,spost18 -Iserlohn , 431.05,spre4 ,spost12 -Titz , 384.05,spre4 ,spost12 -Enger , 499.16,spre3 ,spost3 -Herford , 506.90,spre3 ,spost3 -Recke , 458.39,spre5 ,spost37 -Finnentrop , 407.37,spre3 ,spost3 -Waldfeucht , 409.48,spre5 ,spost37 -RhedaWiedenbrueck , 465.43,spre3 ,spost3 -Brueggen , 403.57,spre3 ,spost3 -Erkelenz , 416.74,spre5 ,spost37 -Weeze , 444.77,spre3 ,spost3 -Wilnsdorf , 430.59,spre5 ,spost37 -Datteln , 349.42,spre4 ,spost18 -Borken , 433.35,spre5 ,spost37 -Bergkamen , 365.14,spre4 ,spost18 -Oberhausen , 402.05,spre3 ,spost3 -Wettringen , 467.84,spre5 ,spost37 -Attendorn , 416.36,spre3 ,spost3 -Herdecke , 406.64,spre4 ,spost12 -Bergheim , 431.98,spre5 ,spost37 -Much , 462.51,spre5 ,spost37 -Eitorf , 410.07,spre5 ,spost37 -Neuss , 428.43,spre3 ,spost3 -MendenSauerland , 436.14,spre5 ,spost37 -Wuelfrath , 525.38,spre5 ,spost37 -Lippstadt , 545.03,spre3 ,spost3 -Lichtenau , 330.42,spre3 ,spost3 -Hallenberg , 319.23,spre3 ,spost3 -Gevelsberg , 454.87,spre4 ,spost12 -Havixbeck , 421.49,spre4 ,spost12 -Petershagen , 415.97,spre3 ,spost3 -WertherWestf , 545.81,spre3 ,spost3 -Kleve , 439.86,spre3 ,spost3 -Verl , 523.66,spre3 ,spost3 -HerzebrockClarholz , 464.35,spre5 ,spost37 -Ibbenbueren , 450.59,spre5 ,spost37 -Erkrath , 492.00,spre4 ,spost12 -Lennestadt , 376.45,spre3 ,spost3 -OerErkenschwick , 324.65,spre4 ,spost18 -Huenxe , 363.74,spre4 ,spost12 -Lienen , 464.03,spre5 ,spost37 -Noervenich , 402.95,spre3 ,spost3 -Erndtebrueck , 321.01,spre5 ,spost37 -Marsberg , 368.55,spre5 ,spost37 -Everswinkel , 349.73,spre5 ,spost37 -Euskirchen , 382.97,spre3 ,spost3 -BadLippspringe , 373.00,spre3 ,spost3 -Huertgenwald , 222.27,spre3 ,spost3 -Plettenberg , 420.72,spre5 ,spost37 -Kalletal , 454.75,spre3 ,spost3 -GronauWestf , 488.02,spre5 ,spost37 -Herten , 394.92,spre4 ,spost18 -Doerentrup , 457.31,spre3 ,spost3 -Welver , 428.43,spre4 ,spost12 -Nideggen , 311.03,spre3 ,spost3 -Geilenkirchen , 426.77,spre3 ,spost3 -Raesfeld , 368.11,spre4 ,spost12 -Versmold , 557.24,spre3 ,spost3 -Pulheim , 477.33,spre3 ,spost3 -Laer , 415.15,spre5 ,spost37 -Breckerfeld , 410.90,spre5 ,spost37 -Westerkappeln , 480.95,spre3 ,spost3 -Velbert , 501.00,spre5 ,spost37 -SundernSauerland , 425.34,spre3 ,spost3 -Linnich , 441.33,spre3 ,spost3 -Detmold , 459.89,spre3 ,spost3 -Rosendahl , 316.64,spre5 ,spost37 -Espelkamp , 392.10,spre5 ,spost37 -BedburgHau , 477.64,spre3 ,spost3 -Paderborn , 339.34,spre4 ,spost12 -Beverungen , 425.61,spre3 ,spost3 -SanktAugustin , 530.92,spre3 ,spost3 -Niederzier , 381.17,spre4 ,spost12 -Elsdorf , 394.97,spre4 ,spost12 -Isselburg , 468.84,spre5 ,spost37 -EmmerichamRhein , 438.96,spre3 ,spost3 -Wachtberg , 447.14,spre5 ,spost37 -BadMuenstereifel , 352.79,spre5 ,spost37 -Heiden , 374.22,spre4 ,spost18 -Wiehl , 386.25,spre5 ,spost37 -Netphen , 396.06,spre5 ,spost37 -Huellhorst , 507.58,spre3 ,spost3 -Bedburg , 390.92,spre4 ,spost12 -Huerth , 472.83,spre3 ,spost3 -Hilchenbach , 349.83,spre5 ,spost37 -Inden , 404.63,spre3 ,spost3 -Schmallenberg , 324.47,spre3 ,spost3 -Hueckelhoven , 424.45,spre4 ,spost12 -Ennigerloh , 313.37,spre3 ,spost3 -Zuelpich , 355.21,spre3 ,spost3 -Olfen , 303.20,spre4 ,spost18 -Ense , 416.61,spre4 ,spost12 -Nordwalde , 450.07,spre5 ,spost37 -Warendorf , 388.97,spre5 ,spost37 -Sendenhorst , 319.45,spre3 ,spost3 -Witten , 368.27,spre4 ,spost12 -Willebadessen , 384.87,spre5 ,spost37 -Grevenbroich , 434.25,spre5 ,spost37 -Freudenberg , 435.58,spre5 ,spost37 -Stadtlohn , 404.00,spre5 ,spost37 -Bueren , 255.32,spre3 ,spost3 -Duelmen , 319.68,spre4 ,spost18 -Rheinberg , 409.87,spre3 ,spost3 -Morsbach , 428.16,spre5 ,spost37 -BadSassendorf , 509.87,spre3 ,spost3 -Geldern , 389.92,spre4 ,spost12 -Lage , 481.22,spre3 ,spost3 -Burbach , 387.63,spre5 ,spost37 -Guetersloh , 505.46,spre3 ,spost3 -Schwelm , 475.43,spre4 ,spost12 -Frechen , 482.24,spre3 ,spost3 -Unna , 430.79,spre4 ,spost12 -PreussischOldendorf , 474.34,spre3 ,spost3 -Anroechte , 363.71,spre3 ,spost3 -BadOeynhausen , 419.93,spre4 ,spost12 -Saerbeck , 463.01,spre5 ,spost37 -Blankenheim , 197.71,spre4 ,spost18 -Korschenbroich , 419.61,spre4 ,spost12 -Kreuzau , 347.97,spre5 ,spost37 -Bergneustadt , 341.08,spre3 ,spost3 -Kirchhundem , 337.42,spre5 ,spost37 -Halver , 344.71,spre3 ,spost3 -Arnsberg , 448.71,spre5 ,spost37 -VoerdeNiederrhein , 405.08,spre3 ,spost3 -Langenberg , 516.94,spre3 ,spost3 -Alpen , 460.23,spre3 ,spost3 -Warburg , 381.97,spre3 ,spost3 -Niederkruechten , 421.28,spre3 ,spost3 -Langerwehe , 330.47,spre3 ,spost3 -Recklinghausen , 375.86,spre4 ,spost18 -SchlossHolteStukenbr, 426.37,spre5 ,spost37 -Kreuztal , 411.47,spre5 ,spost37 -Ennepetal , 395.49,spre5 ,spost37 -Erwitte , 433.03,spre3 ,spost3 -Selfkant , 462.57,spre5 ,spost37 -BadBerleburg , 330.65,spre3 ,spost3 -Schermbeck , 344.39,spre4 ,spost12 -Luebbecke , 471.62,spre5 ,spost37 -Sprockhoevel , 461.49,spre4 ,spost12 -Meinerzhagen , 385.67,spre3 ,spost3 -Hattingen , 457.34,spre4 ,spost12 -Olsberg , 368.49,spre5 ,spost37 -Kall , 173.59,spre3 ,spost3 -Blomberg , 497.98,spre3 ,spost3 -BadLaasphe , 364.99,spre3 ,spost3 -NeunkirchenSeelschei, 475.56,spre3 ,spost3 -Schalksmuehle , 441.83,spre5 ,spost37 -Dortmund , 351.77,spre4 ,spost18 -Neunkirchen , 440.72,spre5 ,spost37 -Boenen , 411.44,spre4 ,spost12 -Rietberg , 527.20,spre3 ,spost3 -KampLintfort , 416.53,spre3 ,spost3 -Kranenburg , 399.06,spre3 ,spost3 -Willich , 408.04,spre4 ,spost12 -Drensteinfurt , 276.40,spre3 ,spost3 -Minden , 444.08,spre5 ,spost37 -Moehnesee , 421.95,spre5 ,spost37 -Hemer , 432.40,spre5 ,spost37 -BadHonnef , 449.80,spre5 ,spost37 -Reichshof , 358.14,spre5 ,spost37 -Juelich , 363.75,spre4 ,spost12 -Borchen , 268.16,spre3 ,spost3 -Hiddenhausen , 467.47,spre3 ,spost3 -Nuembrecht , 450.08,spre5 ,spost37 -MonheimamRhein , 268.17,spre2 ,spost3 -NeukirchenVluyn , 420.74,spre3 ,spost3 -Rheinbach , 369.07,spre4 ,spost18 -HennefSieg , 457.43,spre5 ,spost37 -Swisttal , 335.93,spre4 ,spost18 -Lohmar , 464.60,spre3 ,spost3 -Weilerswist , 306.61,spre4 ,spost18 -Borgentreich , 289.50,spre5 ,spost37 -PortaWestfalica , 410.57,spre4 ,spost12 -Merzenich , 392.87,spre4 ,spost12 -Brilon , 425.72,spre3 ,spost3 -Kaarst , 412.64,spre4 ,spost12 -Marl , 372.00,spre4 ,spost18 -Dorsten , 372.26,spre4 ,spost12 -Oerlinghausen , 449.20,spre5 ,spost37 -Grefrath , 423.11,spre4 ,spost12 -Nettersheim , 218.74,spre3 ,spost3 -Rhede , 439.39,spre5 ,spost37 -Altena , 465.89,spre5 ,spost37 -WetterRuhr , 368.99,spre4 ,spost18 -BadDriburg , 422.55,spre3 ,spost3 -Ruppichteroth , 453.39,spre5 ,spost37 -Siegburg , 482.31,spre3 ,spost3 -Hagen , 446.12,spre4 ,spost12 -Herscheid , 428.30,spre3 ,spost3 -Altenbeken , 354.91,spre3 ,spost3 -Meckenheim , 431.10,spre5 ,spost37 -Reken , 345.53,spre4 ,spost18 -Leopoldshoehe , 515.76,spre3 ,spost3 -Wegberg , 372.57,spre5 ,spost37 -Dueren , 384.85,spre5 ,spost37 -Ladbergen , 454.85,spre5 ,spost37 -Neuenkirchen , 418.89,spre5 ,spost37 -Lindlar , 223.54,spre4 ,spost18 -Kempen , 412.96,spre4 ,spost12 -Legden , 389.39,spre5 ,spost37 -Rommerskirchen , 421.27,spre5 ,spost37 -Hueckeswagen , 343.81,spre5 ,spost37 -Wadersloh , 474.94,spre3 ,spost3 -Bornheim , 390.99,spre4 ,spost12 -Waldbroel , 431.54,spre5 ,spost37 -Telgte , 439.12,spre5 ,spost37 -Dormagen , 426.08,spre3 ,spost3 -Nordkirchen , 214.28,spre4 ,spost18 -Niederkassel , 532.64,spre3 ,spost3 -Balve , 431.67,spre3 ,spost3 -Billerbeck , 314.52,spre4 ,spost12 -Altenberge , 399.79,spre5 ,spost37 -Heiligenhaus , 515.78,spre5 ,spost37 -Ochtrup , 468.33,spre5 ,spost37 -Velen , 413.40,spre5 ,spost37 -Wassenberg , 399.49,spre3 ,spost3 -Harsewinkel , 527.64,spre3 ,spost3 -Erftstadt , 345.38,spre4 ,spost12 -Rees , 491.38,spre3 ,spost3 -Heek , 480.14,spre5 ,spost37 -Hoexter , 469.40,spre3 ,spost3 -Vlotho , 521.26,spre3 ,spost3 -Aldenhoven , 416.05,spre3 ,spost3 -EsloheSauerland , 391.77,spre3 ,spost3 -Dahlem , 185.67,spre3 ,spost3 -Gescher , 410.27,spre5 ,spost37 -Wachtendonk , 412.56,spre4 ,spost12 -Herne , 421.60,spre4 ,spost18 -HalternamSee , 331.13,spre4 ,spost18 -Toenisvorst , 421.50,spre4 ,spost18 -Moers , 404.73,spre3 ,spost3 -Schlangen , 382.01,spre3 ,spost3 -Meschede , 413.33,spre3 ,spost3 -Dinslaken , 424.02,spre5 ,spost37 -Kerpen , 386.13,spre4 ,spost12 -Koenigswinter , 486.65,spre5 ,spost37 -Kierspe , 316.89,spre3 ,spost3 -Marienheide , 94.56,spre3 ,spost3 -Winterberg , 299.47,spre3 ,spost3 -Aachen , 412.92,spre3 ,spost3 -Alsdorf , 466.99,spre3 ,spost3 -Baesweiler , 446.62,spre3 ,spost3 -Eschweiler , 436.50,spre3 ,spost3 -Herzogenrath , 431.40,spre3 ,spost3 -Monschau , 260.67,spre5 ,spost37 -Roetgen , 340.30,spre5 ,spost37 -Simmerath , 207.83,spre5 ,spost37 -StolbergRhld , 298.04,spre3 ,spost3 -Vreden , 418.24,spre5 ,spost37 -Wuerselen , 418.33,spre3 ,spost3 \ No newline at end of file diff --git a/data/activity_preference.csv b/data/activity_preference.csv index e3c7300e..58099ca9 100644 --- a/data/activity_preference.csv +++ b/data/activity_preference.csv @@ -1,378 +1,5 @@ -,activity01,activity02,activity03,activity04,activity05,activity06,activity07,activity08,activity09,activity10,activity11,activity12,activity13,activity14,activity15,activity16,activity17,activity18,activity19,activity20,activity21,activity22,activity23,activity24,activity25,activity26,activity27,activity28,activity29,activity30,activity31,activity32,activity33,activity34,activity35,activity36,activity37,activity38,activity39,activity40,activity41,activity42,activity43,activity44,activity45,activity46,activity47,activity48,activity49,activity50,activity51,activity52,activity53,activity54,activity55,activity56,activity57,activity58,activity59,activity60,activity61,activity62,activity63,activity64,activity65,activity66,activity67,activity68,activity69,activity70,activity71,activity72 -Ahaus,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Beckum,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Bruehl,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Hoevelhof,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hopsten,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Lippetal,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Nottuln,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Ostbevern,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Greven,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hamm,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hamminkeln,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Mechernich,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Moenchengladbach,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Salzkotten,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Selm,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Lotte,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Holzwickede,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Juechen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Luedinghausen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Hilden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Borgholzhausen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kirchlengern,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Marienmuenster,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Sonsbeck,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Straelen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wuppertal,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Suedlohn,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Leverkusen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Schwerte,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Engelskirchen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Werl,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Wesseling,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Tecklenburg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Mettmann,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bocholt,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Schleiden,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Ratingen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Meerbusch,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Hellenthal,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -UebachPalenberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bestwig,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Lengerich,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Radevormwald,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Siegen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Soest,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Issum,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Waltrop,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -CastropRauxel,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Nettetal,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -BadSalzuflen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rahden,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Steinfurt,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Lemgo,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hoerstel,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Nieheim,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Steinheim,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Ruethen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -BadWuennenberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Vettweiss,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Luenen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bochum,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Delbrueck,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Gangelt,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kerken,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Horstmar,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Barntrup,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Ascheberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wenden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Drolshagen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Geseke,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Kevelaer,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hille,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Heinsberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Goch,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Neuenrade,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Loehne,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Windeck,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Mettingen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Muenster,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Alfter,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rheurdt,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rheine,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Augustdorf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Stemwede,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Troisdorf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -LangenfeldRhld,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Extertal,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Metelen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wipperfuerth,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Schoeppingen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Uedem,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -FroendenbergRuhr,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Coesfeld,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kalkar,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Sassenberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Viersen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Buende,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Oelde,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -SchiederSchwalenberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Spenge,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wesel,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -WickedeRuhr,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Steinhagen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bielefeld,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Olpe,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Werdohl,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Kamen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Emsdetten,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Brakel,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Roedinghausen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Xanten,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Haan,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -HalleWestf,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Gladbeck,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Heimbach,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Beelen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Medebach,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -NachrodtWiblingwerde,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -HornBadMeinberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Warstein,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Luegde,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Luedenscheid,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Schwalmtal,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Gummersbach,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Ahlen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Senden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Werne,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Iserlohn,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Titz,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Enger,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Herford,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Recke,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Finnentrop,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Waldfeucht,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -RhedaWiedenbrueck,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Brueggen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Erkelenz,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Weeze,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Wilnsdorf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Datteln,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Borken,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Bergkamen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Oberhausen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wettringen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Attendorn,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Herdecke,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Bergheim,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Much,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Eitorf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Neuss,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -MendenSauerland,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wuelfrath,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Lippstadt,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Lichtenau,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hallenberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Gevelsberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Havixbeck,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Petershagen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -WertherWestf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kleve,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Verl,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -HerzebrockClarholz,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Ibbenbueren,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Erkrath,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Lennestadt,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -OerErkenschwick,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Huenxe,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Lienen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Noervenich,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Erndtebrueck,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Marsberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Everswinkel,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Euskirchen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -BadLippspringe,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Huertgenwald,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Plettenberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kalletal,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -GronauWestf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Herten,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Doerentrup,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Welver,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Nideggen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Geilenkirchen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Raesfeld,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Versmold,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Pulheim,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Laer,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Breckerfeld,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Westerkappeln,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Velbert,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -SundernSauerland,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Linnich,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Detmold,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Rosendahl,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Espelkamp,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -BedburgHau,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Paderborn,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Beverungen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -SanktAugustin,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Niederzier,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Elsdorf,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Isselburg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -EmmerichamRhein,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wachtberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -BadMuenstereifel,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Heiden,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Wiehl,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Netphen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Huellhorst,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bedburg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Huerth,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hilchenbach,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Inden,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Schmallenberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hueckelhoven,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Ennigerloh,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Zuelpich,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Olfen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Ense,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Nordwalde,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Warendorf,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Sendenhorst,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Witten,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Willebadessen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Grevenbroich,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Freudenberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Stadtlohn,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Bueren,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Duelmen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rheinberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Morsbach,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -BadSassendorf,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Geldern,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Lage,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Burbach,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Guetersloh,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Schwelm,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Frechen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Unna,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -PreussischOldendorf,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Anroechte,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -BadOeynhausen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Saerbeck,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Blankenheim,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Korschenbroich,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kreuzau,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Bergneustadt,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kirchhundem,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Halver,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Arnsberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -VoerdeNiederrhein,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Langenberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Alpen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Warburg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Niederkruechten,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Langerwehe,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Recklinghausen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -SchlossHolteStukenbrock,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kreuztal,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Ennepetal,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Erwitte,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Selfkant,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -BadBerleburg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Schermbeck,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Luebbecke,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Sprockhoevel,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Meinerzhagen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hattingen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Olsberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Kall,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Blomberg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -BadLaasphe,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -NeunkirchenSeelscheid,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Schalksmuehle,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Dortmund,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Neunkirchen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Boenen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rietberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -KampLintfort,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Kranenburg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Willich,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Drensteinfurt,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Minden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Moehnesee,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hemer,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -BadHonnef,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Reichshof,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Juelich,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Borchen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hiddenhausen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Nuembrecht,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -MonheimamRhein,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -NeukirchenVluyn,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Rheinbach,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -HennefSieg,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Swisttal,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Lohmar,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Weilerswist,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Borgentreich,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -PortaWestfalica,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Merzenich,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Brilon,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kaarst,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Marl,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Dorsten,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Oerlinghausen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Grefrath,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Nettersheim,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Rhede,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Altena,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -WetterRuhr,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -BadDriburg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Ruppichteroth,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Siegburg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hagen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Herscheid,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Altenbeken,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Meckenheim,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Reken,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Leopoldshoehe,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Wegberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Dueren,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Ladbergen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Neuenkirchen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Lindlar,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kempen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Legden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Rommerskirchen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Hueckeswagen,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wadersloh,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Bornheim,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Waldbroel,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Telgte,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Dormagen,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Nordkirchen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Niederkassel,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Balve,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Billerbeck,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Altenberge,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Heiligenhaus,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Ochtrup,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Velen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Wassenberg,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Harsewinkel,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Erftstadt,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Rees,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Heek,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Hoexter,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Vlotho,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Aldenhoven,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -EsloheSauerland,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Dahlem,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Gescher,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wachtendonk,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Herne,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -HalternamSee,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Toenisvorst,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Moers,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Schlangen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Meschede,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Dinslaken,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kerpen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Koenigswinter,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Kierspe,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Marienheide,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Winterberg,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Aachen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Alsdorf,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Baesweiler,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Eschweiler,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Herzogenrath,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Monschau,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Roetgen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 -Simmerath,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -StolbergRhld,1,1,1,1,5,5,1,1,1,5,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,1,5,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,1,1,5,5,5,5,5,5,5,5,5,5,5,5,5 -Vreden,5,5,5,5,1,1,5,5,5,1,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,5,1,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,5,5,5,5,5,5,5,5,5,5 -Wuerselen,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1 +,milchkuehe,mutterkuehe,aufzucht_miku,jungvieh_miku,mastkaelber,mastvieh_gross,zuchtsauen,mastsauen,mastpoulets,legehennen,pferde,schafe,ziegen,kaelber_miku,brotgetreide,futtergetreide,koernermais,silomais,zuckerrueben,futterrueben,kartoffeln,raps,soja,sonnenblumen,huelsenfruechte,andKulturen,obst,beeren,andDauerkulturen,ackerbrache,kunstwiese,extWiese,streueTorf,hecken,wenigIntWiese,naturWiese,extWeide,naturWeide,forst,hochstamm,gemuese +10110,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4 +10290,4,4,5,3,5,2,4,4,4,5,4,5,2,4,4,4,5,3,5,2,4,4,4,5,4,5,2,4,4,4,5,3,5,2,4,4,4,5,4,5,2 +10310,5,4,4,4,5,3,1,5,4,4,5,3,3,1,5,4,4,4,5,3,1,5,4,4,5,3,3,1,5,4,4,4,5,3,1,5,4,4,5,3,3 +11730,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2 diff --git a/data/farm_parameters.csv b/data/farm_parameters.csv index 92343361..21015745 100644 --- a/data/farm_parameters.csv +++ b/data/farm_parameters.csv @@ -1,378 +1,5 @@ -,latitude,longitude,byear,education,memory,beta_l,beta_s,beta_p,reference_income,aspiration,tolerance_income,tolerance_activity,lambda,alpha_plus,alpha_minus,phi_plus,phi_minus,fuzzy_size -Ahaus,0,0,1963,12,5,0.73,0.73,0.53,829,0,0.11,0.05,0.8333,0.6,0.6,0.8556,0.8556,9 -Beckum,0,0,1963,11,5,0.66,0.66,0.78,561,0,0.12,0.07,0.8333,0.6,0.6,0.8556,0.8556,9 -Bruehl,0,0,1963,13,5,0.53,0.59,0.6,833,0,0.15,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hoevelhof,0,0,1963,10,5,0.71,0.7,0.6,668,0,0.12,0.13,0.8333,0.6,0.6,0.8556,0.8556,9 -Hopsten,0,0,1963,14,5,0.57,0.69,0.73,548,0,0.13,0.12,0.8333,0.6,0.6,0.8556,0.8556,9 -Lippetal,0,0,1963,10,5,0.65,0.72,0.59,842,0,0.13,0.12,0.8333,0.6,0.6,0.8556,0.8556,9 -Nottuln,0,0,1963,8,5,0.66,0.73,0.56,671,0,0.1,0.1,0.8333,0.6,0.6,0.8556,0.8556,9 -Ostbevern,0,0,1963,12,5,0.59,0.87,0.63,552,0,0.11,0.11,0.8333,0.6,0.6,0.8556,0.8556,9 -Greven,0,0,1963,9,5,0.66,0.62,0.8,668,0,0.14,0.12,0.8333,0.6,0.6,0.8556,0.8556,9 -Hamm,0,0,1963,10,5,0.62,0.62,0.52,422,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hamminkeln,0,0,1963,9,5,0.61,0.81,0.76,639,0,0.11,0.11,0.8333,0.6,0.6,0.8556,0.8556,9 -Mechernich,0,0,1963,13,5,0.71,0.78,0.6,825,0,0.1,0.07,0.8333,0.6,0.6,0.8556,0.8556,9 -Moenchengladbach,0,0,1963,11,5,0.63,0.71,0.73,617,0,0.14,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Salzkotten,0,0,1963,13,5,0.78,0.93,0.58,675,0,0.12,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Selm,0,0,1963,9,5,0.59,0.53,0.58,845,0,0.1,0.1,0.8333,0.6,0.6,0.8556,0.8556,9 -Lotte,0,0,1963,12,5,0.56,0.76,0.72,746,0,0.11,0.11,0.8333,0.6,0.6,0.8556,0.8556,9 -Holzwickede,0,0,1963,9,5,0.64,0.68,0.77,311,0,0.11,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Juechen,0,0,1963,11,5,0.58,0.79,0.73,676,0,0.12,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Luedinghausen,0,0,1963,11,5,0.54,0.77,0.6,780,0,0.11,0.1,0.8333,0.6,0.6,0.8556,0.8556,9 -Hilden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Borgholzhausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kirchlengern,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Marienmuenster,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Sonsbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Straelen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wuppertal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Suedlohn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Leverkusen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schwerte,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Engelskirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Werl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wesseling,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Tecklenburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Mettmann,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bocholt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schleiden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ratingen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Meerbusch,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hellenthal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -UebachPalenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bestwig,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lengerich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Radevormwald,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Siegen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Soest,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Issum,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Waltrop,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -CastropRauxel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nettetal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadSalzuflen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rahden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Steinfurt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lemgo,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hoerstel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nieheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Steinheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ruethen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadWuennenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Vettweiss,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Luenen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bochum,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Delbrueck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Gangelt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kerken,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Horstmar,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Barntrup,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ascheberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wenden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Drolshagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Geseke,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kevelaer,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hille,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Heinsberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Goch,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Neuenrade,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Loehne,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Windeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Mettingen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Muenster,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Alfter,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rheurdt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rheine,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Augustdorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Stemwede,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Troisdorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -LangenfeldRhld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Extertal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Metelen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wipperfuerth,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schoeppingen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Uedem,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -FroendenbergRuhr,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Coesfeld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kalkar,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Sassenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Viersen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Buende,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Oelde,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -SchiederSchwalenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Spenge,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wesel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -WickedeRuhr,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Steinhagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bielefeld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Olpe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Werdohl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kamen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Emsdetten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Brakel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Roedinghausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Xanten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Haan,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -HalleWestf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Gladbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Heimbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Beelen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Medebach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -NachrodtWiblingwerde,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -HornBadMeinberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Warstein,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Luegde,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Luedenscheid,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schwalmtal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Gummersbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ahlen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Senden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Werne,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Iserlohn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Titz,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Enger,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herford,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Recke,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Finnentrop,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Waldfeucht,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -RhedaWiedenbrueck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Brueggen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Erkelenz,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Weeze,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wilnsdorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Datteln,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Borken,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bergkamen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Oberhausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wettringen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Attendorn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herdecke,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bergheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Much,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Eitorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Neuss,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -MendenSauerland,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wuelfrath,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lippstadt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lichtenau,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hallenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Gevelsberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Havixbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Petershagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -WertherWestf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kleve,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Verl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -HerzebrockClarholz,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ibbenbueren,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Erkrath,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lennestadt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -OerErkenschwick,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Huenxe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lienen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Noervenich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Erndtebrueck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Marsberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Everswinkel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Euskirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadLippspringe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Huertgenwald,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Plettenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kalletal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -GronauWestf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Doerentrup,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Welver,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nideggen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Geilenkirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Raesfeld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Versmold,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Pulheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Laer,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Breckerfeld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Westerkappeln,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Velbert,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -SundernSauerland,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Linnich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Detmold,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rosendahl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Espelkamp,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BedburgHau,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Paderborn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Beverungen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -SanktAugustin,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Niederzier,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Elsdorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Isselburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -EmmerichamRhein,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wachtberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadMuenstereifel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Heiden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wiehl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Netphen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Huellhorst,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bedburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Huerth,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hilchenbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Inden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schmallenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hueckelhoven,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ennigerloh,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Zuelpich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Olfen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ense,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nordwalde,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Warendorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Sendenhorst,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Witten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Willebadessen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Grevenbroich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Freudenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Stadtlohn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bueren,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Duelmen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rheinberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Morsbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadSassendorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Geldern,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lage,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Burbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Guetersloh,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schwelm,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Frechen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Unna,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -PreussischOldendorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Anroechte,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadOeynhausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Saerbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Blankenheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Korschenbroich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kreuzau,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bergneustadt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kirchhundem,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Halver,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Arnsberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -VoerdeNiederrhein,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Langenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Alpen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Warburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Niederkruechten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Langerwehe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Recklinghausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -SchlossHolteStukenbrock,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kreuztal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ennepetal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Erwitte,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Selfkant,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadBerleburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schermbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Luebbecke,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Sprockhoevel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Meinerzhagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hattingen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Olsberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kall,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Blomberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadLaasphe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -NeunkirchenSeelscheid,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schalksmuehle,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dortmund,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Neunkirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Boenen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rietberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -KampLintfort,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kranenburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Willich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Drensteinfurt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Minden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Moehnesee,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hemer,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadHonnef,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Reichshof,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Juelich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Borchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hiddenhausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nuembrecht,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -MonheimamRhein,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -NeukirchenVluyn,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rheinbach,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -HennefSieg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Swisttal,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lohmar,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Weilerswist,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Borgentreich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -PortaWestfalica,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Merzenich,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Brilon,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kaarst,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Marl,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dorsten,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Oerlinghausen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Grefrath,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nettersheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rhede,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Altena,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -WetterRuhr,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -BadDriburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ruppichteroth,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Siegburg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herscheid,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Altenbeken,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Meckenheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Reken,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Leopoldshoehe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wegberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dueren,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ladbergen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Neuenkirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Lindlar,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kempen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Legden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rommerskirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hueckeswagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wadersloh,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Bornheim,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Waldbroel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Telgte,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dormagen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Nordkirchen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Niederkassel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Balve,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Billerbeck,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Altenberge,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Heiligenhaus,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Ochtrup,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Velen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wassenberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Harsewinkel,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Erftstadt,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Rees,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Heek,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Hoexter,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Vlotho,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Aldenhoven,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -EsloheSauerland,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dahlem,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Gescher,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wachtendonk,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herne,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -HalternamSee,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Toenisvorst,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Moers,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Schlangen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Meschede,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Dinslaken,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kerpen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Koenigswinter,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Kierspe,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Marienheide,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Winterberg,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Aachen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Alsdorf,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Baesweiler,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Eschweiler,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Herzogenrath,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Monschau,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Roetgen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Simmerath,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -StolbergRhld,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Vreden,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 -Wuerselen,0,0,1963,9,5,0.74,0.73,0.61,751,0,0.1,0.09,0.8333,0.6,0.6,0.8556,0.8556,9 +,latitude,longitude,year,education,memory,beta_l,beta_s,beta_p,reference_income,aspiration_coef,tolerance_income,tolerance_activity,lambda,alpha_plus,alpha_minus,phi_plus,phi_minus,fuzzy_size +10110,0,0,1951,9,5,0.91,0.44,0.5,572,0,0.9,0.69,0.7,0.65,0.65,0.7,0.7,6 +10290,0,0,1951,5,5,0.97,0.54,0.5,443,0,0.89,0.6,0.7,0.65,0.65,0.7,0.7,6 +10310,0,0,1951,7,5,0.61,0.65,0.5,265,0,0.72,0.9,0.7,0.65,0.65,0.7,0.7,6 +11730,0,0,1951,6,5,0.88,0.57,0.5,900,0,0.83,0.97,0.7,0.65,0.65,0.7,0.7,6 diff --git a/data/initial_activities.csv b/data/initial_activities.csv index fd8a708d..81e74bc4 100644 --- a/data/initial_activities.csv +++ b/data/initial_activities.csv @@ -1,378 +1,5 @@ -,activity1,activity2,activity3 -Ahaus,activity59,NA,NA -Beckum,activity17,NA,NA -Bruehl,activity61,NA,NA -Hoevelhof,activity17,NA,NA -Hopsten,activity47,NA,NA -Lippetal,activity40,NA,NA -Nottuln,activity37,NA,NA -Ostbevern,activity05,NA,NA -Greven,activity45,NA,NA -Hamm,activity14,NA,NA -Hamminkeln,activity28,NA,NA -Mechernich,activity59,NA,NA -Moenchengladbach,activity39,NA,NA -Salzkotten,activity64,NA,NA -Selm,activity58,NA,NA -Lotte,activity22,NA,NA -Holzwickede,activity11,NA,NA -Juechen,activity66,NA,NA -Luedinghausen,activity61,NA,NA -Hilden,activity28,NA,NA -Borgholzhausen,activity10,NA,NA -Kirchlengern,activity65,NA,NA -Marienmuenster,activity72,NA,NA -Sonsbeck,activity28,NA,NA -Straelen,activity57,NA,NA -Wuppertal,activity21,NA,NA -Suedlohn,activity61,NA,NA -Leverkusen,activity68,NA,NA -Schwerte,activity06,NA,NA -Engelskirchen,activity05,NA,NA -Werl,activity27,NA,NA -Wesseling,activity22,NA,NA -Tecklenburg,activity11,NA,NA -Mettmann,activity67,NA,NA -Bocholt,activity05,NA,NA -Schleiden,activity24,NA,NA -Ratingen,activity18,NA,NA -Meerbusch,activity61,NA,NA -Hellenthal,activity32,NA,NA -UebachPalenberg,activity69,NA,NA -Bestwig,activity04,NA,NA -Lengerich,activity44,NA,NA -Radevormwald,activity29,NA,NA -Siegen,activity41,NA,NA -Soest,activity70,NA,NA -Issum,activity14,NA,NA -Waltrop,activity68,NA,NA -CastropRauxel,activity72,NA,NA -Nettetal,activity45,NA,NA -BadSalzuflen,activity70,NA,NA -Rahden,activity33,NA,NA -Steinfurt,activity43,NA,NA -Lemgo,activity39,NA,NA -Hoerstel,activity48,NA,NA -Nieheim,activity49,NA,NA -Steinheim,activity61,NA,NA -Ruethen,activity44,NA,NA -BadWuennenberg,activity53,NA,NA -Vettweiss,activity65,NA,NA -Luenen,activity61,NA,NA -Bochum,activity20,NA,NA -Delbrueck,activity27,NA,NA -Gangelt,activity70,NA,NA -Kerken,activity61,NA,NA -Horstmar,activity42,NA,NA -Barntrup,activity52,NA,NA -Ascheberg,activity22,NA,NA -Wenden,activity51,NA,NA -Drolshagen,activity66,NA,NA -Geseke,activity58,NA,NA -Kevelaer,activity05,NA,NA -Hille,activity57,NA,NA -Heinsberg,activity24,NA,NA -Goch,activity07,NA,NA -Neuenrade,activity45,NA,NA -Loehne,activity66,NA,NA -Windeck,activity69,NA,NA -Mettingen,activity26,NA,NA -Muenster,activity05,NA,NA -Alfter,activity71,NA,NA -Rheurdt,activity69,NA,NA -Rheine,activity64,NA,NA -Augustdorf,activity39,NA,NA -Stemwede,activity49,NA,NA -Troisdorf,activity57,NA,NA -LangenfeldRhld,activity69,NA,NA -Extertal,activity42,NA,NA -Metelen,activity05,NA,NA -Wipperfuerth,activity32,NA,NA -Schoeppingen,activity51,NA,NA -Uedem,activity65,NA,NA -FroendenbergRuhr,activity57,NA,NA -Coesfeld,activity61,NA,NA -Kalkar,activity31,NA,NA -Sassenberg,activity28,NA,NA -Viersen,activity24,NA,NA -Buende,activity44,NA,NA -Oelde,activity52,NA,NA -SchiederSchwalenberg,activity70,NA,NA -Spenge,activity57,NA,NA -Wesel,activity55,NA,NA -WickedeRuhr,activity53,NA,NA -Steinhagen,activity63,NA,NA -Bielefeld,activity20,NA,NA -Olpe,activity39,NA,NA -Werdohl,activity13,NA,NA -Kamen,activity43,NA,NA -Emsdetten,activity20,NA,NA -Brakel,activity44,NA,NA -Roedinghausen,activity49,NA,NA -Xanten,activity47,NA,NA -Haan,activity43,NA,NA -HalleWestf,activity71,NA,NA -Gladbeck,activity49,NA,NA -Heimbach,activity47,NA,NA -Beelen,activity04,NA,NA -Medebach,activity68,NA,NA -NachrodtWiblingwerde,activity18,NA,NA -HornBadMeinberg,activity72,NA,NA -Warstein,activity14,NA,NA -Luegde,activity10,NA,NA -Luedenscheid,activity29,NA,NA -Schwalmtal,activity60,NA,NA -Gummersbach,activity21,NA,NA -Ahlen,activity62,NA,NA -Senden,activity06,NA,NA -Werne,activity48,NA,NA -Iserlohn,activity42,NA,NA -Titz,activity02,NA,NA -Enger,activity60,NA,NA -Herford,activity35,NA,NA -Recke,activity24,NA,NA -Finnentrop,activity53,NA,NA -Waldfeucht,activity63,NA,NA -RhedaWiedenbrueck,activity11,NA,NA -Brueggen,activity67,NA,NA -Erkelenz,activity21,NA,NA -Weeze,activity49,NA,NA -Wilnsdorf,activity45,NA,NA -Datteln,activity63,NA,NA -Borken,activity21,NA,NA -Bergkamen,activity44,NA,NA -Oberhausen,activity14,NA,NA -Wettringen,activity65,NA,NA -Attendorn,activity63,NA,NA -Herdecke,activity30,NA,NA -Bergheim,activity71,NA,NA -Much,activity49,NA,NA -Eitorf,activity51,NA,NA -Neuss,activity07,NA,NA -MendenSauerland,activity45,NA,NA -Wuelfrath,activity14,NA,NA -Lippstadt,activity19,NA,NA -Lichtenau,activity54,NA,NA -Hallenberg,activity57,NA,NA -Gevelsberg,activity55,NA,NA -Havixbeck,activity67,NA,NA -Petershagen,activity57,NA,NA -WertherWestf,activity28,NA,NA -Kleve,activity36,NA,NA -Verl,activity65,NA,NA -HerzebrockClarholz,activity72,NA,NA -Ibbenbueren,activity72,NA,NA -Erkrath,activity68,NA,NA -Lennestadt,activity42,NA,NA -OerErkenschwick,activity38,NA,NA -Huenxe,activity35,NA,NA -Lienen,activity64,NA,NA -Noervenich,activity15,NA,NA -Erndtebrueck,activity67,NA,NA -Marsberg,activity51,NA,NA -Everswinkel,activity67,NA,NA -Euskirchen,activity62,NA,NA -BadLippspringe,activity65,NA,NA -Huertgenwald,activity16,NA,NA -Plettenberg,activity66,NA,NA -Kalletal,activity26,NA,NA -GronauWestf,activity54,NA,NA -Herten,activity67,NA,NA -Doerentrup,activity62,NA,NA -Welver,activity65,NA,NA -Nideggen,activity31,NA,NA -Geilenkirchen,activity21,NA,NA -Raesfeld,activity15,NA,NA -Versmold,activity36,NA,NA -Pulheim,activity30,NA,NA -Laer,activity59,NA,NA -Breckerfeld,activity22,NA,NA -Westerkappeln,activity06,NA,NA -Velbert,activity27,NA,NA -SundernSauerland,activity30,NA,NA -Linnich,activity05,NA,NA -Detmold,activity22,NA,NA -Rosendahl,activity59,NA,NA -Espelkamp,activity28,NA,NA -BedburgHau,activity43,NA,NA -Paderborn,activity66,NA,NA -Beverungen,activity49,NA,NA -SanktAugustin,activity25,NA,NA -Niederzier,activity20,NA,NA -Elsdorf,activity24,NA,NA -Isselburg,activity11,NA,NA -EmmerichamRhein,activity05,NA,NA -Wachtberg,activity12,NA,NA -BadMuenstereifel,activity69,NA,NA -Heiden,activity30,NA,NA -Wiehl,activity61,NA,NA -Netphen,activity65,NA,NA -Huellhorst,activity69,NA,NA -Bedburg,activity26,NA,NA -Huerth,activity39,NA,NA -Hilchenbach,activity05,NA,NA -Inden,activity29,NA,NA -Schmallenberg,activity05,NA,NA -Hueckelhoven,activity62,NA,NA -Ennigerloh,activity22,NA,NA -Zuelpich,activity69,NA,NA -Olfen,activity28,NA,NA -Ense,activity70,NA,NA -Nordwalde,activity25,NA,NA -Warendorf,activity03,NA,NA -Sendenhorst,activity42,NA,NA -Witten,activity25,NA,NA -Willebadessen,activity60,NA,NA -Grevenbroich,activity55,NA,NA -Freudenberg,activity53,NA,NA -Stadtlohn,activity68,NA,NA -Bueren,activity56,NA,NA -Duelmen,activity67,NA,NA -Rheinberg,activity61,NA,NA -Morsbach,activity28,NA,NA -BadSassendorf,activity70,NA,NA -Geldern,activity11,NA,NA -Lage,activity70,NA,NA -Burbach,activity39,NA,NA -Guetersloh,activity67,NA,NA -Schwelm,activity63,NA,NA -Frechen,activity61,NA,NA -Unna,activity29,NA,NA -PreussischOldendorf,activity45,NA,NA -Anroechte,activity68,NA,NA -BadOeynhausen,activity39,NA,NA -Saerbeck,activity64,NA,NA -Blankenheim,activity70,NA,NA -Korschenbroich,activity62,NA,NA -Kreuzau,activity45,NA,NA -Bergneustadt,activity66,NA,NA -Kirchhundem,activity51,NA,NA -Halver,activity69,NA,NA -Arnsberg,activity38,NA,NA -VoerdeNiederrhein,activity25,NA,NA -Langenberg,activity09,NA,NA -Alpen,activity09,NA,NA -Warburg,activity14,NA,NA -Niederkruechten,activity06,NA,NA -Langerwehe,activity62,NA,NA -Recklinghausen,activity55,NA,NA -SchlossHolteStukenbrock,activity63,NA,NA -Kreuztal,activity48,NA,NA -Ennepetal,activity43,NA,NA -Erwitte,activity11,NA,NA -Selfkant,activity07,NA,NA -BadBerleburg,activity69,NA,NA -Schermbeck,activity48,NA,NA -Luebbecke,activity70,NA,NA -Sprockhoevel,activity17,NA,NA -Meinerzhagen,activity42,NA,NA -Hattingen,activity68,NA,NA -Olsberg,activity41,NA,NA -Kall,activity16,NA,NA -Blomberg,activity67,NA,NA -BadLaasphe,activity35,NA,NA -NeunkirchenSeelscheid,activity71,NA,NA -Schalksmuehle,activity10,NA,NA -Dortmund,activity39,NA,NA -Neunkirchen,activity72,NA,NA -Boenen,activity68,NA,NA -Rietberg,activity33,NA,NA -KampLintfort,activity72,NA,NA -Kranenburg,activity10,NA,NA -Willich,activity64,NA,NA -Drensteinfurt,activity14,NA,NA -Minden,activity28,NA,NA -Moehnesee,activity21,NA,NA -Hemer,activity64,NA,NA -BadHonnef,activity21,NA,NA -Reichshof,activity48,NA,NA -Juelich,activity70,NA,NA -Borchen,activity05,NA,NA -Hiddenhausen,activity53,NA,NA -Nuembrecht,activity39,NA,NA -MonheimamRhein,activity67,NA,NA -NeukirchenVluyn,activity10,NA,NA -Rheinbach,activity49,NA,NA -HennefSieg,activity67,NA,NA -Swisttal,activity72,NA,NA -Lohmar,activity15,NA,NA -Weilerswist,activity67,NA,NA -Borgentreich,activity62,NA,NA -PortaWestfalica,activity70,NA,NA -Merzenich,activity35,NA,NA -Brilon,activity25,NA,NA -Kaarst,activity39,NA,NA -Marl,activity52,NA,NA -Dorsten,activity69,NA,NA -Oerlinghausen,activity23,NA,NA -Grefrath,activity31,NA,NA -Nettersheim,activity71,NA,NA -Rhede,activity40,NA,NA -Altena,activity28,NA,NA -WetterRuhr,activity48,NA,NA -BadDriburg,activity18,NA,NA -Ruppichteroth,activity05,NA,NA -Siegburg,activity51,NA,NA -Hagen,activity39,NA,NA -Herscheid,activity53,NA,NA -Altenbeken,activity51,NA,NA -Meckenheim,activity49,NA,NA -Reken,activity42,NA,NA -Leopoldshoehe,activity65,NA,NA -Wegberg,activity45,NA,NA -Dueren,activity10,NA,NA -Ladbergen,activity20,NA,NA -Neuenkirchen,activity48,NA,NA -Lindlar,activity45,NA,NA -Kempen,activity04,NA,NA -Legden,activity36,NA,NA -Rommerskirchen,activity10,NA,NA -Hueckeswagen,activity22,NA,NA -Wadersloh,activity60,NA,NA -Bornheim,activity63,NA,NA -Waldbroel,activity10,NA,NA -Telgte,activity06,NA,NA -Dormagen,activity23,NA,NA -Nordkirchen,activity66,NA,NA -Niederkassel,activity28,NA,NA -Balve,activity04,NA,NA -Billerbeck,activity30,NA,NA -Altenberge,activity63,NA,NA -Heiligenhaus,activity05,NA,NA -Ochtrup,activity09,NA,NA -Velen,activity69,NA,NA -Wassenberg,activity23,NA,NA -Harsewinkel,activity37,NA,NA -Erftstadt,activity03,NA,NA -Rees,activity61,NA,NA -Heek,activity68,NA,NA -Hoexter,activity54,NA,NA -Vlotho,activity44,NA,NA -Aldenhoven,activity15,NA,NA -EsloheSauerland,activity66,NA,NA -Dahlem,activity05,NA,NA -Gescher,activity17,NA,NA -Wachtendonk,activity44,NA,NA -Herne,activity39,NA,NA -HalternamSee,activity52,NA,NA -Toenisvorst,activity57,NA,NA -Moers,activity27,NA,NA -Schlangen,activity71,NA,NA -Meschede,activity28,NA,NA -Dinslaken,activity11,NA,NA -Kerpen,activity63,NA,NA -Koenigswinter,activity45,NA,NA -Kierspe,activity29,NA,NA -Marienheide,activity54,NA,NA -Winterberg,activity54,NA,NA -Aachen,activity71,NA,NA -Alsdorf,activity70,NA,NA -Baesweiler,activity65,NA,NA -Eschweiler,activity10,NA,NA -Herzogenrath,activity31,NA,NA -Monschau,activity35,NA,NA -Roetgen,activity71,NA,NA -Simmerath,activity42,NA,NA -StolbergRhld,activity09,NA,NA -Vreden,activity48,NA,NA -Wuerselen,activity61,NA,NA +,V1,V2,V3 +10110,milchkuehe,NA,NA +10290,mutterkuehe,NA,NA +10310,pferde,NA,NA +11730,zuchtsauen,kaelber_miku,NA diff --git a/data/initial_incomes.csv b/data/initial_incomes.csv index 92f2f106..236c57e7 100644 --- a/data/initial_incomes.csv +++ b/data/initial_incomes.csv @@ -1,378 +1,5 @@ ,income_t-1,income_t-2,income_t-3,income_t-4,income_t-5 -Ahaus,1115.37,1034.91,1101.32,981.01,688.92 -Beckum,760.24,858.59,835.29,800.64,434.7 -Bruehl,775.43,757.13,869.92,853.72,526.11 -Hoevelhof,932.58,930.82,903.64,748.49,701.31 -Hopsten,1116.75,1053.81,1157.94,977.88,738.87 -Lippetal,862.32,888.65,765.25,714.21,535.24 -Nottuln,962.1,944.73,1016.32,928.02,579.04 -Ostbevern,1150.98,1026.14,1154.83,985.53,662.5 -Greven,1026.3,1024.04,1097.68,961.41,703.86 -Hamm,1098.2,1036.09,987.17,923.03,622.54 -Hamminkeln,1064.74,1051.76,989.71,980.11,775.54 -Mechernich,754.01,744.41,757.02,739.21,437.48 -Moenchengladbach,1000.22,993.58,1025.29,950.19,699.3 -Salzkotten,933.03,975.49,1080.23,941.54,711.43 -Selm,1139.6,1044.25,1097.93,1000.43,652.18 -Lotte,925.65,1024.27,1089.41,971.69,647.13 -Holzwickede,1242.8,1051.52,1088.34,960.61,735.41 -Juechen,1021.86,984.45,1036.12,965.28,708.83 -Luedinghausen,1101.09,1028.06,1081.59,983.98,578.46 -Hilden,926.08,933.47,1057.9,993.72,653.34 -Borgholzhausen,1096.27,1026.33,1040.22,914.42,718.57 -Kirchlengern,1081.25,1086.14,1144.97,999.6,775.9 -Marienmuenster,926.66,970.81,1000.58,886.6,735.72 -Sonsbeck,980.78,1008.26,914.84,909.31,744.65 -Straelen,986.2,988.09,1023.39,887.67,748.19 -Wuppertal,1072.09,994.18,1108.26,949.08,752.62 -Suedlohn,976.91,1005.08,1022.42,964.91,697.94 -Leverkusen,1002.5,985.79,1157.18,1008.29,689.07 -Schwerte,1214.16,1070.12,1133.94,1002.43,716.99 -Engelskirchen,871.42,824.95,862.41,774.65,507.21 -Werl,1246,1110.75,1180.83,1034.66,773.13 -Wesseling,873.79,851.22,958.48,933.22,581.35 -Tecklenburg,971.73,1024.9,1108.83,961.21,702.74 -Mettmann,1162.49,1066.33,1223.52,1060.14,822.02 -Bocholt,1030.3,1017.11,1010.79,960.63,750.46 -Schleiden,602.66,531.47,607.23,538.1,321.91 -Ratingen,1058.65,989.92,1118.03,1011.94,750.52 -Meerbusch,992.59,953.24,1023.83,976.27,690.6 -Hellenthal,638.77,496.89,590.44,499.6,309.77 -UebachPalenberg,948.35,1013.08,1000.26,961.53,614.46 -Bestwig,990.1,842.88,856.37,762.97,586.1 -Lengerich,987.01,996.41,1099.1,937.03,665.12 -Radevormwald,850.46,717.61,786.36,675.96,484.07 -Siegen,984.6,962.85,971.65,895.96,667.62 -Soest,1155.77,1097.38,1205.87,1046.41,809.62 -Issum,943.89,990.35,939.96,881.61,723.98 -Waltrop,1167.61,1031.26,1098.96,1022.63,701.22 -CastropRauxel,1121.35,1024.34,1100.96,1009.82,689.79 -Nettetal,915.26,993.28,883.56,852.51,695.31 -BadSalzuflen,955.08,895.67,962.74,807.74,685.26 -Rahden,846.3,974.56,1028.05,911.33,673.08 -Steinfurt,1166.03,1051.36,1107.46,968.88,739.76 -Lemgo,1153.62,1075.67,1155.59,941.24,826.17 -Hoerstel,1085.91,1042.84,1138.62,977.22,751.96 -Nieheim,903.79,968.94,1024.89,873.05,690.18 -Steinheim,962.79,985.18,1049.62,889.03,730.05 -Ruethen,834.5,847.6,877.79,785.91,573.31 -BadWuennenberg,708.27,770.43,757.38,711.67,530.8 -Vettweiss,861.69,826.89,855.02,913.26,583.54 -Luenen,1137.34,1026.33,1101.21,1002.14,710.17 -Bochum,1081.89,1007.27,1066.5,964.78,663.81 -Delbrueck,1100.61,1046.98,1163.96,985.11,749.32 -Gangelt,995.18,999.47,943.31,929.53,676.27 -Kerken,892.89,925.63,992.39,860.66,740.3 -Horstmar,1052.39,990.95,1036.4,941.69,663.26 -Barntrup,996.49,994.87,1058.83,889.46,730.5 -Ascheberg,997.86,1007.37,983.87,906.93,547.35 -Wenden,1039.7,925.31,935.61,830.6,676.43 -Drolshagen,1116.14,915.39,936.85,815.33,651.78 -Geseke,851.01,905.39,1005.41,877.61,651.3 -Kevelaer,968.17,1003.94,917.05,898.04,741.37 -Hille,987.37,1028.05,1027.45,925.59,722.95 -Heinsberg,1024.39,1003.54,941.23,925.52,686.84 -Goch,1015.88,1038.24,1014.36,980.94,765.56 -Neuenrade,1094.72,946.49,972.96,828.49,621.36 -Loehne,1117.21,1103.08,1141.67,1001.05,765.14 -Windeck,848.83,825.63,809.01,822.2,580.27 -Mettingen,1034.67,1064.37,1130.89,987.34,750.29 -Muenster,1030.53,995.18,1071.78,956.6,559.88 -Alfter,903.65,880.04,882.29,917.28,521.01 -Rheurdt,937.4,956.43,1007.8,878.86,733.59 -Rheine,994.78,1006.3,1062.3,941.69,708.45 -Augustdorf,848.13,905.61,939.91,808.36,661.74 -Stemwede,823.19,979.34,993.05,895.88,639.39 -Troisdorf,894.21,896.02,992.42,926.96,600.99 -LangenfeldRhld,933.77,944.11,1083.03,983.3,654.19 -Extertal,1095.7,1032.34,1077.64,885.86,769.39 -Metelen,1175.57,1060.76,1120.04,994.16,737.7 -Wipperfuerth,742.11,635.63,671.89,593.07,349.53 -Schoeppingen,1015.77,958.5,994.47,936.34,641.59 -Uedem,1075.8,1048.39,1023.29,992.96,799.9 -FroendenbergRuhr,1217.58,1026.3,1097.29,962.74,719.91 -Coesfeld,860.05,931.08,977.32,937.82,608.55 -Kalkar,1071.49,1056.77,1020.07,996.98,784.83 -Sassenberg,1166.12,1070.4,1063.2,956.22,724.36 -Viersen,976.65,995.11,973.69,922.93,718.7 -Buende,1085.65,1083.98,1139.18,1000.72,790.94 -Oelde,869.8,987.78,928.15,891.35,594.52 -SchiederSchwalenberg,1048.04,1034.06,1106.18,932.25,791.69 -Spenge,1165.49,1102.75,1147.76,1002.43,816.17 -Wesel,1005.22,1027.64,942.29,971.22,742.48 -WickedeRuhr,1257.52,1097.06,1182.44,1022.13,742.24 -Steinhagen,932.13,1004.34,1003.9,920.98,646.02 -Bielefeld,1037.76,1025.24,1089.75,946.61,721.76 -Olpe,1107.22,920.7,932.25,812.11,674.83 -Werdohl,1099.86,952.34,994.4,854.49,626.04 -Kamen,1156.52,1057.62,1040.91,997.15,714.45 -Emsdetten,996.2,998.38,1041.47,933.99,669.77 -Brakel,968.48,1004.87,1033.04,894.05,710.55 -Roedinghausen,1160.5,1127.52,1167.22,1026.88,835.33 -Xanten,989.21,991.31,926.81,923.24,738.95 -Haan,1008.48,997.03,1133.8,1015.39,720.96 -HalleWestf,1074.65,1038.2,1063.9,940.34,707.31 -Gladbeck,1035.88,981.34,1028.27,961.24,663.51 -Heimbach,687.19,665.9,723.27,657.02,460.42 -Beelen,1115.21,1055.93,1047.08,951.94,697.57 -Medebach,899.87,751.56,760.45,659.96,495.83 -NachrodtWiblingwerde,1177.19,958.93,985.53,856.31,653.32 -HornBadMeinberg,948.47,935.08,1000.97,841.55,717.34 -Warstein,993,948.54,973.08,841.02,637.19 -Luegde,961.05,983.91,1028.88,897.2,745.7 -Luedenscheid,1133.26,909.42,947.91,799.21,640.63 -Schwalmtal,943.83,1001.88,914.75,910.64,711.59 -Gummersbach,694.39,630.27,651.39,592.79,330.23 -Ahlen,931.58,934.96,824.87,842.86,452.2 -Senden,995.81,1003.5,1010.11,947.85,520.37 -Werne,1099.19,1048.5,1061.2,975,662.43 -Iserlohn,1184.78,1003.31,1046.52,924.09,677.99 -Titz,1007.31,984.17,1006.76,999.02,700.9 -Enger,1165.42,1116.91,1171.81,1014.34,818.57 -Herford,1129.4,1096.98,1173.87,1002.93,778.96 -Recke,998.87,1025.95,1109.94,964.37,726.03 -Finnentrop,1106.26,947.86,985.67,847.71,672.98 -Waldfeucht,1029.34,1013.86,945.22,931.88,703.29 -RhedaWiedenbrueck,969.41,1022.62,1005.56,932.45,663.97 -Brueggen,861.54,996.5,812.82,829.12,680.3 -Erkelenz,1033.23,1000.74,1050.63,977.05,727.71 -Weeze,898.1,979.57,908.17,902.17,732.33 -Wilnsdorf,1029.43,911.11,887.35,833,625.91 -Datteln,1124.49,1025.53,1105.14,1017.98,645.33 -Borken,1024.29,1025.44,1037.22,979.94,696.59 -Bergkamen,1127.92,1042.4,1012.36,961.45,646.4 -Oberhausen,966.69,909.13,928.17,899.89,658.84 -Wettringen,1117.58,1063.78,1082.9,963.19,739.93 -Attendorn,1150.74,945.31,971.07,843.06,675.7 -Herdecke,1120.53,1067.02,1107.16,974.52,666.94 -Bergheim,922.63,946.73,1027.99,971.77,651.15 -Much,893.08,959.26,1016.06,921.6,637.42 -Eitorf,803.2,835.06,823.72,850.73,547.91 -Neuss,947.43,979.34,1047.95,973.26,722.46 -MendenSauerland,1147.67,997.25,1064.94,936.02,682.92 -Wuelfrath,1093.91,1009.76,1133.46,993.35,782.64 -Lippstadt,1129.93,1080.08,1222.93,1047.09,768.38 -Lichtenau,676.29,746.75,768.41,683.79,513.79 -Hallenberg,936.54,750.91,739.15,649.84,535.77 -Gevelsberg,1041.61,982.42,1064.23,909.57,654.21 -Havixbeck,1089.66,1023.63,1122.79,987.89,690.04 -Petershagen,803.2,956.72,922.75,841.08,569.91 -WertherWestf,1223.11,1120.4,1189.31,1013.45,811.73 -Kleve,1069.16,1056.65,1032.16,991.71,767.1 -Verl,1070.94,1020.22,1113.51,944.08,759.14 -HerzebrockClarholz,994.93,1035.69,986.65,933.93,681.26 -Ibbenbueren,961.64,1028.05,1096.53,966.52,715.13 -Erkrath,1047.81,1013.91,1168.14,1045.34,742.68 -Lennestadt,1074.44,893.38,909.05,804.23,635.81 -OerErkenschwick,1054.6,996.31,1064.21,980.4,619.16 -Huenxe,1017.4,1028.89,982.59,967.07,701.09 -Lienen,1044.77,999.6,1117.06,946.68,628.62 -Noervenich,901.52,885.53,892.24,954.75,620.96 -Erndtebrueck,958.02,771.4,788.11,714.49,538.05 -Marsberg,847.17,869.06,833.83,771.02,598.03 -Everswinkel,1032.9,962.41,956.39,905.26,534.26 -Euskirchen,846.03,826.87,840.05,872.43,503.6 -BadLippspringe,697.73,824.01,884.84,749.19,585.66 -Huertgenwald,575.83,549.5,651,578.48,390.08 -Plettenberg,1107.6,960.97,1009.35,844.13,673.23 -Kalletal,1050.53,1033.17,1075.53,891.63,755.65 -GronauWestf,1142.46,1084.99,1140.15,990.49,764.13 -Herten,1007.42,966.08,1027.8,970.97,653.55 -Doerentrup,1074.21,1018.41,1077.9,890.36,773.97 -Welver,1173.27,1073.7,1150.45,1009.52,762.65 -Nideggen,693.82,696.94,769.26,725.69,496.99 -Geilenkirchen,920.53,993.72,914.76,934.45,649.11 -Raesfeld,1029.31,1012.35,1003.44,961.66,699.9 -Versmold,1204.54,1089,1107.19,951.94,782.59 -Pulheim,893.9,950.46,1142.67,1030.54,656.07 -Laer,1056.62,1007.09,1063.64,953.35,680.2 -Breckerfeld,1031.48,896.07,940.65,804.74,625.62 -Westerkappeln,1025.51,1057.41,1134.86,998.06,724.24 -Velbert,1108.49,1006.06,1104.77,978.11,774.87 -SundernSauerland,1059.26,947,956.18,842.73,640.81 -Linnich,918.84,969.85,940.65,984.37,688.86 -Detmold,1023.72,980.46,1045.53,869.51,737.53 -Rosendahl,867.35,898.65,898.77,892.8,560.6 -Espelkamp,806.28,989.64,962.85,905.33,639.11 -BedburgHau,1078.31,1067.42,1032.72,1006.02,769.87 -Paderborn,787.65,867.8,938.5,802.91,591 -Beverungen,878.12,962.69,978.21,853.7,612.7 -SanktAugustin,950.94,945.11,1026.14,979.22,618.5 -Niederzier,888.33,903.63,910.2,961.39,639.29 -Elsdorf,961.32,952.36,966.07,954.93,652.85 -Isselburg,1065.46,1007.35,996.32,961.64,774.9 -EmmerichamRhein,993.94,1025.09,1004.5,984.7,747.83 -Wachtberg,903.86,940.46,911.62,936.66,575.89 -BadMuenstereifel,813.41,848.73,817.92,772.85,456.73 -Heiden,964.24,988.62,1015.22,959.18,640.01 -Wiehl,886.99,902.88,928.9,858.9,601.94 -Netphen,1026.82,890.07,863.78,803.33,601.77 -Huellhorst,1124.64,1113.85,1139.78,999.23,821.34 -Bedburg,1016.02,982.01,1003.47,981.11,693.79 -Huerth,842.31,905.86,1035.84,978.76,607.38 -Hilchenbach,949.27,812.63,829.07,742.33,593.47 -Inden,885.29,875.32,887.02,962.75,649.95 -Schmallenberg,971.4,758.91,775.69,688.74,531.77 -Hueckelhoven,1037.78,1033.43,1013.76,985.44,731.72 -Ennigerloh,831.39,894.36,831.98,818.61,473.56 -Zuelpich,810.94,768.79,780.22,852.67,529.37 -Olfen,1128.75,1028.77,1083.68,1008.45,580.6 -Ense,1139.65,1059.82,1136.52,980.57,729.05 -Nordwalde,1062.09,1026.52,1096.56,963.56,716.27 -Warendorf,1026.22,985.33,955.71,907.63,586.95 -Sendenhorst,1006.55,961.17,898.53,871.54,486.53 -Witten,1101.11,1018.34,1037.08,947.08,651.25 -Willebadessen,882.81,933.71,888.96,790.45,606.93 -Grevenbroich,1018.12,983.73,1035.13,971.6,719.09 -Freudenberg,949.25,922.33,920.32,852.83,657.41 -Stadtlohn,962.83,998.09,1014.46,953.39,700.57 -Bueren,599.35,680.73,728.9,663.76,463.91 -Duelmen,973.65,971.19,1028.14,957.64,588.98 -Rheinberg,1008.23,1024.34,968.79,934.88,683.31 -Morsbach,945.36,924.68,887.51,863.72,674.43 -BadSassendorf,1160.75,1112.88,1218.58,1053.23,812.68 -Geldern,973.89,1001.98,941.14,896.63,749.68 -Lage,1112.07,1042.59,1110.4,925.01,771.47 -Burbach,1018.4,764.62,777.82,745.17,555.73 -Guetersloh,978.45,999.72,1014.44,920.41,685.38 -Schwelm,1097.12,1012.92,1113.79,938.38,754.75 -Frechen,853.46,936.53,1075.07,1002.3,621.37 -Unna,1218.48,1056.35,1095.44,991.7,743.79 -PreussischOldendorf,1057.47,1088.73,1091.43,1004.14,791.68 -Anroechte,834.36,876.54,951.42,827.18,575.1 -BadOeynhausen,1120.46,1101.42,1122.1,986.7,792.16 -Saerbeck,1017.06,1015.77,1083.94,948.55,701.89 -Blankenheim,670.96,634.46,695.21,631.75,398.81 -Korschenbroich,1011.79,991.55,1063.31,951.51,706.92 -Kreuzau,832.16,813.03,846.3,846.61,539.58 -Bergneustadt,859.34,779.09,792.59,731.08,476.52 -Kirchhundem,982.45,819.43,830.71,741.96,597.08 -Halver,984.38,780.78,820.55,698.45,516.31 -Arnsberg,1092.24,1023.4,1053.53,924.45,700.87 -VoerdeNiederrhein,1010.24,1038.43,947.83,959.47,693.93 -Langenberg,1064.87,1067.27,1151.23,1007.16,730.85 -Alpen,976.46,990.34,896.77,890.59,695.09 -Warburg,852.52,921.79,849.31,783.79,613.65 -Niederkruechten,887.25,1003.64,830.48,854.91,691.54 -Langerwehe,813.76,778.12,830.19,831.34,556.42 -Recklinghausen,1027.83,975.37,1053.69,975.09,661.19 -SchlossHolteStukenbrock,874.44,948.09,998.86,850.11,699.39 -Kreuztal,915.03,897.45,898.9,820.72,664.62 -Ennepetal,924.94,857.57,937.6,797.48,604.71 -Erwitte,996.55,992.13,1095.05,945.52,695.63 -Selfkant,1057.86,1056.37,1005.04,978.28,710.22 -BadBerleburg,978.74,761.37,769.36,687.22,530.8 -Schermbeck,992.3,1007.86,997.79,953.35,678.01 -Luebbecke,1040.87,1070.58,1084.99,971.8,779.03 -Sprockhoevel,1119.35,1013.53,1101.57,937.95,698.11 -Meinerzhagen,1075.03,838.33,869.22,740.97,582.64 -Hattingen,1128.41,1021.02,1107.93,982.82,730.04 -Olsberg,935.74,812.99,807.28,732.71,552.55 -Kall,689.86,574.54,645.85,593.53,375.35 -Blomberg,1065.73,1038.6,1120.22,926.9,789.23 -BadLaasphe,1021.29,824.14,827.99,749.65,543.68 -NeunkirchenSeelscheid,813.44,918.64,989.68,905.46,602.46 -Schalksmuehle,1055.08,905.57,928.99,808.57,619.55 -Dortmund,1145.19,1038.1,1081.1,990.27,703.7 -Neunkirchen,1006.96,895.76,900.1,848.7,609.91 -Boenen,1172.88,1079.48,1054.74,994.73,709.23 -Rietberg,1126.04,1052.78,1159.98,997.71,754.53 -KampLintfort,938.1,995.48,951.47,869.96,680.06 -Kranenburg,1032.69,1009.93,983.66,949,728.02 -Willich,1018.4,966.21,986.25,924.24,653.07 -Drensteinfurt,961.1,969.61,880.76,841.73,474.68 -Minden,1020.78,1047.79,1084.47,934.64,747.08 -Moehnesee,987.87,993.03,1045.25,906.48,684.42 -Hemer,1137.66,956.67,981.36,854.51,654.92 -BadHonnef,872.99,882.19,844.62,856.79,520.46 -Reichshof,890.13,849.07,846.75,790.57,567.08 -Juelich,873.29,905.91,905.25,975.02,669.17 -Borchen,522.88,706.11,754.87,647.12,468.03 -Hiddenhausen,1059,1073.99,1139.97,968.95,734.98 -Nuembrecht,894.38,969.22,1005.2,929.76,662.15 -MonheimamRhein,758.22,769.36,902.7,824.16,560.24 -NeukirchenVluyn,950.82,965.35,985.11,862.43,671.02 -Rheinbach,871.32,878.2,908.09,914.53,482.59 -HennefSieg,833.11,880.59,877.05,904.73,574.8 -Swisttal,818.79,776.94,810.81,864.05,459 -Lohmar,826.43,878.57,950.59,889.6,579.14 -Weilerswist,813.36,748.8,756.97,840.8,505.49 -Borgentreich,778.1,869.23,811.8,717.9,540.23 -PortaWestfalica,1031.34,1049.03,1137.97,946.03,790.91 -Merzenich,936.82,940.04,945.48,1012.06,663.02 -Brilon,928.13,867.98,845.25,774.92,597.23 -Kaarst,1008.82,989.25,1059.61,969.91,727.76 -Marl,1045.21,1006.42,1083.28,991.3,652.68 -Dorsten,1025.93,1005.22,1065.62,973.62,657.26 -Oerlinghausen,966.07,967.3,1013.27,870.43,704.73 -Grefrath,1018.37,1010.3,990.15,900.84,724.87 -Nettersheim,679.54,608.39,637.31,594.45,363.72 -Rhede,976.21,1001.45,965,943.33,699.72 -Altena,1154.57,952.19,986.11,849.97,656.21 -WetterRuhr,977.28,936.38,987.08,876.17,586.52 -BadDriburg,885.32,876.94,916.9,796.7,637.35 -Ruppichteroth,810.41,912.29,942.33,897.62,581.31 -Siegburg,823.25,890.4,964.26,920.66,556.66 -Hagen,1117.4,1009.78,1071.86,930.24,675.75 -Herscheid,1134.11,900.52,947.29,780,655.37 -Altenbeken,741.04,737.05,776.93,668.63,539.99 -Meckenheim,920.71,933.99,954.38,945.73,545.5 -Reken,915.97,963.49,1003.35,952.9,611.59 -Leopoldshoehe,1185.02,1077.84,1176.16,974.54,824.43 -Wegberg,965.51,998.6,950.61,930.62,711.75 -Dueren,938.62,897.33,938.86,975.1,645.33 -Ladbergen,990.81,997.63,1083.04,935.82,661.38 -Neuenkirchen,1017.72,1008.69,1031.15,926.62,693.37 -Lindlar,795.35,735.62,779.79,700.55,437 -Kempen,994.84,975.16,1028.97,920.44,733.27 -Legden,1040.5,983.84,992.49,946.88,666.98 -Rommerskirchen,1006.86,979.2,1065.31,984.87,712.06 -Hueckeswagen,924.99,769.22,841.41,739.8,485.8 -Wadersloh,979.81,1032.63,1086.12,978.23,686.23 -Bornheim,884.74,846.99,891.05,910.58,554.79 -Waldbroel,907.58,947.68,942.94,892.61,664.18 -Telgte,1128.23,1019.13,1096.41,981.41,597.77 -Dormagen,929.44,943.6,1077.04,1000.35,713.74 -Nordkirchen,1061.74,1024.5,1073.38,960.12,604.2 -Niederkassel,928.48,909.23,1034.85,963.35,620.69 -Balve,1069.95,972.98,992.49,854.13,624.72 -Billerbeck,957.81,932.03,962.8,903.92,588.96 -Altenberge,982.72,986.69,1090.62,949.2,673.83 -Heiligenhaus,1127.57,1019.42,1143.72,1009.45,791.15 -Ochtrup,1112.91,1075.6,1109.33,974.54,737.45 -Velen,960.5,1000.05,1029.27,969.66,679.16 -Wassenberg,952.29,1013.13,879.46,906.29,673.08 -Harsewinkel,1089.59,1058.8,1053.81,948.45,737.68 -Erftstadt,841.35,830.84,848.85,892.95,568.43 -Rees,1043.47,1034.48,988.24,988.07,779.98 -Heek,1207.37,1098.83,1150.4,1018.11,763.29 -Hoexter,925.22,980.27,999.93,884.68,729.8 -Vlotho,1139.65,1085.68,1140.87,966.94,820.52 -Aldenhoven,874.15,918.56,882.11,977.58,647.45 -EsloheSauerland,1033.95,908.4,927.12,811.57,615.22 -Dahlem,698.34,566.2,661.38,579.37,341.88 -Gescher,957.86,1000.72,1030.57,979.41,689.1 -Wachtendonk,995.47,989.59,1029.17,893.87,758.84 -Herne,1107.42,1032.08,1110.93,1023.91,703.1 -HalternamSee,1023.07,985.62,1062.02,977.28,598.35 -Toenisvorst,1062.17,992.8,1024.33,946.15,705.16 -Moers,967.25,977.56,975.84,864.52,633.08 -Schlangen,736.09,809.38,876.58,746.96,591.22 -Meschede,999.07,905.52,919.45,820.07,634.86 -Dinslaken,1079.44,1045.43,1052.48,974.08,706.02 -Kerpen,876.05,908.75,948.83,948.84,622.92 -Koenigswinter,919.79,914.27,896.03,924.11,612.03 -Kierspe,953,759.84,795.78,675.61,509.37 -Marienheide,614.06,532.49,539.14,484.65,250.25 -Winterberg,902.86,664.21,664.52,591.08,460.7 -Aachen,962.12,913.39,994.81,913.46,600.41 -Alsdorf,981.51,997,1021.24,996.44,608.55 -Baesweiler,913.86,975.8,961.79,981.51,627.41 -Eschweiler,963.97,948.05,957.49,978.47,664.35 -Herzogenrath,983.61,991.2,1031.38,973.34,593.09 -Monschau,722.88,629.28,696.17,640.84,381.1 -Roetgen,854.89,744.33,822.03,721.52,527.52 -Simmerath,628.85,560.95,633.87,546.83,361.13 -StolbergRhld,762.34,723.79,799.43,725.97,492.11 -Vreden,1002.24,1021.45,1032.16,961.67,681.21 -Wuerselen,953.12,956.22,1000.25,958.52,571.87 +10110,611,770,488,792,511 +10290,488,546,703,580,411 +10310,534,468,401,584,507 +11730,538,629,564,693,572 diff --git a/data/initial_performing_years.csv b/data/initial_performing_years.csv index eb3a4250..58099ca9 100644 --- a/data/initial_performing_years.csv +++ b/data/initial_performing_years.csv @@ -1,378 +1,5 @@ -,activity01,activity02,activity03,activity04,activity05,activity06,activity07,activity08,activity09,activity10,activity11,activity12,activity13,activity14,activity15,activity16,activity17,activity18,activity19,activity20,activity21,activity22,activity23,activity24,activity25,activity26,activity27,activity28,activity29,activity30,activity31,activity32,activity33,activity34,activity35,activity36,activity37,activity38,activity39,activity40,activity41,activity42,activity43,activity44,activity45,activity46,activity47,activity48,activity49,activity50,activity51,activity52,activity53,activity54,activity55,activity56,activity57,activity58,activity59,activity60,activity61,activity62,activity63,activity64,activity65,activity66,activity67,activity68,activity69,activity70,activity71,activity72 -Ahaus,2,3,3,3,5,2,4,3,3,2,3,2,3,3,5,4,2,1,2,3,1,2,4,3,2,3,5,4,3,4,3,2,1,1,4,2,5,2,2,3,1,4,0,2,4,1,2,3,3,3,2,3,2,1,4,3,1,2,4,1,2,2,1,3,3,3,5,4,5,2,4,2 -Beckum,1,2,5,3,4,2,1,4,1,0,2,2,3,2,4,3,4,2,3,1,4,4,1,3,5,2,1,2,1,0,1,2,1,1,3,3,3,2,2,3,1,4,3,5,3,5,1,1,0,4,3,5,2,3,4,1,2,2,3,2,3,3,3,4,4,3,2,5,2,2,3,1 -Bruehl,1,1,4,3,5,5,5,4,2,3,3,1,5,4,3,4,4,4,3,3,4,4,4,3,3,2,4,2,3,1,1,0,2,3,3,3,4,1,3,4,1,1,3,3,4,2,3,3,2,5,5,5,5,5,0,4,4,4,2,1,5,3,2,2,3,2,3,1,3,2,1,3 -Hoevelhof,3,3,2,3,4,3,1,0,4,3,1,4,3,4,4,3,2,2,2,2,0,4,1,2,2,5,5,4,0,3,2,1,4,3,4,4,1,2,2,4,4,2,5,3,1,2,3,2,2,2,5,1,4,4,4,3,2,4,3,1,3,2,1,5,2,4,1,2,3,1,1,3 -Hopsten,3,2,3,3,4,0,3,3,4,1,2,4,3,2,1,3,1,3,3,2,3,5,2,4,3,2,4,2,2,3,3,5,2,0,3,1,1,2,3,4,2,2,4,3,5,3,4,3,1,5,0,1,3,4,3,2,4,1,3,2,3,4,2,3,2,2,3,1,2,3,4,0 -Lippetal,2,4,1,4,4,2,3,2,3,4,2,5,2,2,3,0,2,4,5,1,4,4,4,4,3,2,0,3,1,1,4,1,1,4,3,3,2,2,1,3,2,5,2,4,3,1,4,1,2,2,2,5,5,4,3,2,3,3,2,2,4,3,3,4,2,3,5,3,1,1,4,3 -Nottuln,4,3,5,3,1,3,1,3,4,5,5,2,3,2,2,4,0,3,1,3,5,3,3,2,3,3,3,3,4,4,3,4,4,2,3,4,3,3,5,3,4,4,2,5,2,4,2,2,2,3,1,3,3,1,4,4,2,4,5,3,5,4,2,0,4,4,5,4,2,2,4,3 -Ostbevern,4,2,1,2,3,0,0,3,5,1,4,4,2,3,5,3,2,2,3,3,2,3,3,4,2,1,1,3,3,5,3,4,2,3,0,1,1,1,4,0,4,5,5,1,4,2,5,1,4,2,2,1,2,4,4,0,1,4,2,5,3,2,5,5,3,1,4,1,2,3,1,4 -Greven,1,3,3,4,2,5,4,3,2,4,3,3,2,4,2,4,1,4,2,3,2,4,3,4,4,4,2,3,1,0,5,3,1,2,3,4,3,3,1,2,5,3,2,3,1,4,2,1,3,2,2,1,2,1,3,3,1,2,4,1,3,3,4,4,2,4,4,3,5,1,3,2 -Hamm,1,4,4,1,2,3,5,0,3,0,3,5,1,3,3,1,4,4,4,3,0,2,2,5,3,1,2,4,3,4,2,3,0,4,4,4,2,1,5,3,3,2,4,5,2,4,2,3,3,3,1,5,4,2,4,3,1,4,3,0,2,1,4,2,5,3,2,2,4,2,4,3 -Hamminkeln,1,1,4,3,5,0,4,4,3,1,1,4,1,0,3,3,1,5,1,1,1,3,1,3,3,4,3,3,4,2,4,3,2,3,4,2,3,4,3,5,1,3,2,2,5,2,1,3,2,2,3,3,2,2,3,2,3,2,2,3,4,4,2,3,4,2,1,3,2,2,5,3 -Mechernich,4,2,1,4,1,1,3,2,1,2,4,3,3,1,4,3,2,5,1,2,4,1,2,5,3,2,2,0,3,0,1,1,4,2,4,1,4,2,3,4,1,1,4,2,4,1,2,4,2,1,3,1,4,1,3,3,3,2,3,5,1,4,5,5,2,1,2,1,2,4,2,1 -Moenchengladbach,5,4,3,2,3,4,3,3,2,1,2,2,2,4,3,0,4,3,3,4,4,3,0,3,4,4,4,3,3,3,3,3,3,4,0,4,1,3,1,4,4,3,1,4,0,1,2,1,5,1,2,3,1,2,1,4,5,5,4,3,4,5,5,1,5,2,4,4,2,3,4,5 -Salzkotten,4,2,4,4,1,5,2,1,4,3,3,4,3,3,4,3,5,4,2,4,1,2,4,1,3,4,4,3,3,3,3,1,3,3,4,2,4,5,1,3,4,5,2,1,3,1,4,2,4,5,5,5,5,3,5,4,5,4,3,1,4,4,3,4,2,3,4,0,1,3,3,2 -Selm,3,3,4,1,3,1,4,4,4,4,5,3,4,4,2,3,3,1,3,4,2,3,3,2,4,4,1,2,3,4,1,5,4,3,4,0,2,2,4,1,3,2,3,2,3,2,0,5,2,3,4,2,2,2,3,2,4,1,1,3,1,2,4,4,1,5,3,3,4,1,1,3 -Lotte,4,3,5,1,3,3,4,3,2,1,3,4,3,3,4,3,2,2,3,4,4,5,3,3,4,5,3,3,3,4,3,5,1,3,5,2,1,2,1,1,3,2,0,4,4,3,3,3,4,2,1,4,1,3,5,1,2,1,2,1,0,3,2,1,1,5,1,1,5,2,4,4 -Holzwickede,1,2,2,1,3,4,4,1,3,3,4,3,4,3,1,4,5,0,4,2,5,4,2,2,5,4,1,2,5,4,3,2,5,2,3,4,3,3,4,4,3,2,3,4,2,4,4,1,3,1,3,0,5,0,3,4,3,4,3,3,1,5,1,3,0,5,5,0,4,4,4,2 -Juechen,2,3,4,4,1,3,5,4,2,1,3,4,2,3,3,4,4,1,3,3,2,5,2,1,3,0,3,2,1,4,1,3,2,3,1,3,5,0,4,2,1,2,4,3,2,0,4,2,4,4,5,3,2,2,3,3,4,2,2,3,3,2,1,2,3,2,3,3,4,2,3,1 -Luedinghausen,2,2,1,4,5,1,5,1,3,4,5,2,1,1,4,4,1,2,4,3,4,2,1,4,2,0,4,2,1,2,2,5,4,0,4,4,3,2,1,4,4,5,2,3,2,4,2,2,4,2,3,5,4,0,4,4,2,3,2,2,1,4,2,2,3,1,4,4,4,3,3,5 -Hilden,3,2,3,2,2,1,4,2,4,3,2,4,1,1,1,1,4,3,2,3,3,4,2,5,1,3,4,2,3,4,2,2,1,2,3,3,4,5,2,1,1,4,2,2,1,2,3,3,3,2,3,4,4,3,4,4,3,5,2,3,4,5,4,3,2,1,4,1,2,3,5,4 -Borgholzhausen,3,2,2,4,4,1,3,1,3,2,1,4,1,0,4,1,1,1,2,1,3,0,3,3,5,3,2,2,2,1,4,5,4,1,5,4,3,5,2,5,4,2,3,4,1,0,3,3,2,2,3,1,2,3,3,3,4,3,3,0,3,0,4,4,2,5,3,3,2,3,5,3 -Kirchlengern,4,4,4,1,5,2,2,3,0,4,1,2,3,3,4,1,5,2,2,3,3,1,4,3,5,4,4,3,4,5,1,5,2,2,1,3,2,1,0,3,2,2,1,4,4,2,3,2,0,3,2,2,0,2,3,3,1,5,2,1,3,4,3,4,0,1,5,4,4,5,4,4 -Marienmuenster,2,2,0,3,1,1,3,0,5,3,4,2,1,1,1,1,2,4,4,0,2,3,3,1,1,2,4,5,1,3,0,4,2,3,2,2,3,2,2,2,3,5,3,4,1,3,5,1,4,5,2,0,4,1,1,2,4,4,2,2,4,4,4,3,1,3,1,4,1,1,3,2 -Sonsbeck,3,4,4,3,3,1,4,4,3,2,1,3,1,3,2,2,3,5,4,0,2,2,4,1,0,3,1,5,3,4,2,3,3,0,0,4,3,2,2,3,5,5,1,5,4,4,5,2,2,2,1,2,2,3,4,2,5,1,5,2,2,4,3,5,1,3,3,4,2,4,3,3 -Straelen,1,3,3,2,1,2,1,1,2,4,3,3,2,4,4,3,4,4,2,2,3,1,2,2,2,3,5,5,1,3,3,4,4,5,1,1,4,4,3,3,4,2,3,4,2,5,0,2,1,4,3,3,3,4,1,2,0,4,4,4,2,3,1,3,3,3,2,1,4,1,4,0 -Wuppertal,2,4,1,0,2,4,2,1,5,3,4,3,4,2,1,1,4,5,3,3,2,4,3,3,1,0,4,0,2,3,4,3,3,1,3,1,1,5,0,2,2,3,2,3,3,3,3,3,3,4,2,4,5,4,5,2,5,4,4,2,3,1,2,4,5,4,1,4,2,4,4,1 -Suedlohn,1,2,3,4,2,1,3,2,1,1,3,4,5,2,4,5,3,2,4,5,3,2,1,1,1,5,4,1,3,1,1,4,1,3,0,2,1,3,4,4,1,3,2,4,1,2,4,5,1,4,4,3,5,0,3,3,2,3,5,4,1,5,1,2,3,1,5,2,1,1,3,4 -Leverkusen,2,3,1,2,4,2,0,1,3,1,4,4,3,4,4,3,4,3,2,0,3,3,1,5,1,4,4,1,3,1,1,1,3,1,5,4,3,3,1,1,3,4,0,3,4,1,5,2,3,3,1,2,1,3,3,3,1,3,2,5,4,2,4,3,3,4,4,4,2,5,4,4 -Schwerte,5,0,2,4,4,5,3,1,3,1,3,3,4,5,5,5,3,4,4,0,3,5,4,3,2,1,3,3,1,1,1,2,1,4,1,5,2,5,4,1,5,3,4,5,4,1,1,1,4,4,1,3,3,2,3,1,3,2,3,0,2,3,2,3,2,4,3,2,2,2,1,3 -Engelskirchen,1,3,2,0,2,2,3,4,0,1,1,3,2,3,4,2,2,5,3,3,4,3,5,3,2,1,3,4,3,3,4,4,4,2,4,1,3,4,3,4,1,1,4,3,1,5,0,2,2,2,1,2,1,4,4,2,3,4,3,3,4,1,4,3,1,2,2,3,5,4,4,2 -Werl,3,2,4,3,4,2,4,1,4,4,4,1,4,4,4,3,3,2,3,1,3,3,2,3,5,3,3,3,3,5,2,3,3,2,1,3,4,1,3,3,3,1,3,2,4,2,1,2,2,5,2,2,4,2,2,4,4,1,5,3,1,1,4,3,1,3,3,2,1,3,3,2 -Wesseling,1,2,2,4,3,2,2,4,4,3,1,4,1,4,4,1,1,4,4,1,4,3,0,2,1,4,2,3,1,3,4,2,5,5,2,4,2,2,2,4,1,2,2,4,3,3,1,5,2,4,2,0,0,2,4,4,2,4,1,1,1,4,2,3,4,2,1,3,5,4,4,2 -Tecklenburg,0,4,4,1,0,3,1,1,3,3,2,2,4,3,2,1,4,1,0,4,3,2,3,5,3,2,3,4,4,2,2,1,3,0,3,5,5,0,2,3,2,2,0,2,3,5,5,4,3,3,4,4,1,3,0,1,4,5,3,3,4,1,4,3,2,1,0,2,2,4,2,2 -Mettmann,1,3,4,3,2,2,4,3,4,3,2,2,3,2,0,4,1,3,2,3,2,1,2,4,3,1,4,0,2,5,5,4,2,3,2,4,4,2,4,5,2,1,3,2,3,3,1,3,1,1,4,3,2,3,3,2,3,4,5,3,3,1,1,3,4,2,3,5,4,2,5,3 -Bocholt,2,4,2,0,1,1,2,3,2,3,2,3,3,4,3,2,3,3,2,2,4,3,3,2,2,2,1,2,1,1,2,5,4,4,4,3,4,1,2,2,4,1,4,3,3,2,4,2,3,3,1,3,3,2,5,1,3,3,3,1,3,0,3,3,3,5,3,4,2,5,5,4 -Schleiden,4,1,4,4,3,3,4,2,3,3,1,2,3,4,5,3,2,2,3,4,0,5,4,2,2,0,3,4,5,3,3,4,2,4,3,3,2,4,1,1,2,5,4,3,5,5,4,5,3,3,4,2,2,3,2,0,4,2,3,1,3,4,4,2,3,2,4,4,4,2,3,2 -Ratingen,4,5,2,4,3,3,2,4,1,1,4,4,2,5,2,3,2,2,3,4,2,5,3,3,4,3,4,1,3,4,5,4,2,2,2,5,2,2,3,4,0,1,1,1,4,4,2,1,3,2,4,2,5,2,1,1,3,3,5,3,4,3,3,5,2,4,4,2,2,4,2,1 -Meerbusch,1,2,2,3,2,3,2,2,3,2,4,2,5,3,3,4,2,3,3,4,3,1,0,5,3,3,1,4,3,3,2,2,3,3,3,4,3,2,2,3,4,2,4,5,1,3,3,4,5,1,4,1,1,3,4,3,2,3,4,1,5,3,1,0,5,3,3,3,3,3,3,3 -Hellenthal,1,4,3,1,2,2,4,3,4,5,4,3,5,2,1,1,3,1,4,2,3,0,5,2,3,3,2,4,5,3,2,1,0,4,3,2,1,4,1,4,0,2,2,3,2,0,2,4,3,4,4,3,1,3,0,3,3,2,3,2,3,2,3,2,0,3,2,4,1,2,3,4 -UebachPalenberg,3,4,3,3,1,1,3,3,3,1,2,1,4,0,3,2,3,1,2,4,0,3,3,2,4,5,1,2,2,1,4,5,4,1,4,3,3,1,4,4,3,4,2,4,3,2,2,2,3,1,1,2,5,0,0,2,1,4,3,0,3,2,1,0,1,2,3,3,3,1,1,4 -Bestwig,4,2,1,3,1,1,4,3,1,4,3,3,3,4,4,3,4,1,2,2,4,2,3,3,2,4,4,4,4,4,3,2,2,2,2,1,3,1,2,5,3,2,4,3,3,1,3,5,1,2,4,2,1,1,4,2,1,3,3,5,1,1,2,4,4,4,4,2,2,4,1,0 -Lengerich,2,5,3,0,1,2,4,4,3,4,2,1,2,5,3,4,4,3,2,5,2,4,3,4,2,4,4,3,1,2,0,3,2,1,2,2,4,3,0,5,4,3,5,2,4,3,3,4,2,1,2,4,3,3,2,1,1,1,5,4,4,3,1,2,4,2,5,4,2,5,3,2 -Radevormwald,2,2,4,4,1,1,4,3,5,4,3,3,4,4,5,4,3,3,2,3,1,3,2,3,2,5,5,4,2,4,3,2,2,2,2,3,2,2,2,4,4,0,2,4,2,3,4,3,1,3,2,3,5,2,0,4,3,2,3,1,3,2,2,3,3,4,1,4,4,3,4,3 -Siegen,0,1,3,5,2,5,5,4,4,1,1,3,4,4,1,4,2,0,3,3,3,4,1,3,4,4,0,4,5,2,4,3,5,4,4,1,4,4,0,2,5,1,0,2,3,0,1,3,4,0,3,0,3,2,4,2,4,4,3,1,3,2,4,2,3,5,5,5,2,3,0,2 -Soest,3,5,3,3,1,2,2,2,4,3,4,4,3,3,4,3,3,3,4,3,5,5,5,0,0,2,0,1,5,3,3,1,3,1,2,3,4,2,4,3,3,3,4,3,2,3,0,4,4,3,4,3,3,2,4,5,4,3,4,3,2,1,3,5,3,4,3,4,3,0,4,4 -Issum,3,4,1,3,2,2,1,5,3,1,4,0,2,1,2,2,1,3,1,4,3,3,2,3,1,3,3,4,2,3,3,4,1,3,2,0,3,1,0,4,3,1,1,2,5,4,4,3,2,3,5,1,4,1,5,4,2,2,4,1,2,5,2,4,1,3,3,4,4,4,2,3 -Waltrop,2,2,5,4,2,2,1,0,1,2,4,0,1,1,2,4,2,4,2,1,3,4,3,3,2,1,3,5,2,2,5,2,1,4,2,2,2,0,4,2,4,3,4,3,4,2,4,4,2,4,5,2,2,1,0,2,3,4,2,1,1,1,4,2,3,3,3,5,3,2,2,2 -CastropRauxel,3,1,1,3,1,3,3,1,4,1,4,2,4,1,4,1,3,1,3,2,4,4,5,1,1,3,3,1,1,4,4,1,2,5,2,2,4,4,2,3,5,3,4,4,1,5,2,2,3,0,1,4,4,2,4,0,3,2,1,2,2,4,4,3,3,4,4,3,3,5,4,5 -Nettetal,1,5,2,3,2,3,3,3,1,4,4,2,3,4,5,3,3,3,5,1,2,2,0,1,4,3,1,2,0,4,2,4,1,3,3,2,5,3,4,3,3,3,3,4,3,3,2,2,1,2,1,2,4,3,2,3,3,2,4,3,3,3,2,3,4,2,1,1,4,1,1,4 -BadSalzuflen,4,3,4,3,3,4,2,5,3,5,1,1,4,4,2,1,1,4,5,5,3,3,2,3,1,1,1,4,3,2,3,1,3,2,2,1,3,4,2,3,3,5,0,3,2,1,4,4,1,2,3,1,5,1,4,3,2,3,2,3,0,3,4,3,2,4,3,4,2,5,1,1 -Rahden,3,4,2,4,4,0,3,0,1,2,1,2,3,2,0,4,4,4,3,0,5,2,1,2,0,3,2,4,5,3,3,5,4,2,0,3,4,1,5,2,2,0,3,3,2,3,2,3,3,2,0,5,2,3,3,1,4,5,5,0,1,1,3,1,2,1,4,2,2,1,1,3 -Steinfurt,3,3,3,2,2,1,5,0,4,4,1,5,4,4,3,4,1,4,4,3,3,1,3,2,4,5,2,0,2,2,2,4,2,3,4,3,4,1,4,1,5,4,5,4,3,5,1,3,3,4,3,3,2,3,2,2,4,0,4,1,1,3,2,2,1,0,3,1,4,0,4,4 -Lemgo,5,2,1,4,4,1,1,4,2,1,5,1,2,3,1,2,1,3,2,3,5,0,4,2,4,3,3,5,3,3,4,1,4,3,3,3,4,4,2,0,5,4,1,1,5,1,4,4,3,3,3,4,3,4,3,1,5,4,3,2,3,3,4,1,3,1,3,3,3,2,2,3 -Hoerstel,5,1,3,3,5,4,3,4,3,1,1,3,3,4,3,3,2,1,1,4,2,2,2,4,1,2,3,4,3,4,4,3,2,5,2,2,2,3,1,2,2,4,2,1,4,3,1,1,3,4,0,3,4,3,1,2,1,3,2,1,4,2,2,1,2,4,2,4,3,2,3,5 -Nieheim,4,4,2,1,1,3,3,3,3,2,2,4,4,4,1,0,5,1,3,2,5,3,3,1,3,1,3,1,5,1,2,5,3,0,3,4,3,2,5,4,1,2,4,4,4,3,4,3,4,5,1,4,3,4,4,5,1,2,5,2,5,3,4,2,1,2,4,0,3,2,2,4 -Steinheim,3,2,5,4,2,3,1,2,1,4,1,4,3,3,2,1,2,2,0,5,5,1,2,2,1,1,2,3,1,3,4,2,2,2,2,3,4,4,4,5,2,4,4,0,2,3,4,2,2,4,3,3,1,4,4,4,2,1,5,4,2,1,3,4,2,2,5,3,3,4,4,4 -Ruethen,5,5,4,1,3,2,4,4,3,4,4,3,4,3,1,1,2,2,2,1,3,2,4,3,1,3,2,4,4,1,4,4,2,5,3,2,0,1,2,3,5,4,5,4,4,1,4,3,4,2,4,1,4,0,4,4,3,3,2,4,4,4,2,3,4,0,2,2,3,2,4,3 -BadWuennenberg,5,4,2,4,2,1,2,1,2,2,3,3,3,3,0,5,5,1,5,4,2,2,4,2,2,3,1,5,3,3,2,3,5,1,4,4,3,1,5,2,3,5,5,2,2,4,3,1,2,5,3,2,2,2,1,2,4,5,3,2,1,3,0,2,1,1,4,4,1,5,2,4 -Vettweiss,0,0,5,2,2,2,2,3,5,3,2,4,1,2,1,3,2,1,4,3,5,4,4,4,2,2,2,5,3,1,0,3,0,1,1,3,4,3,5,4,3,1,3,1,1,1,3,3,4,2,0,1,2,2,1,3,1,4,4,2,2,4,3,5,2,4,4,5,3,2,3,2 -Luenen,4,4,0,3,3,1,2,4,3,3,2,3,5,1,4,1,2,3,5,2,2,3,3,2,0,5,1,3,1,0,0,0,5,3,2,2,4,2,2,3,1,4,3,2,2,3,3,0,2,2,2,5,1,4,2,2,5,2,4,3,2,2,3,0,1,3,1,5,4,4,3,0 -Bochum,3,4,2,4,2,5,5,2,5,2,2,1,3,3,2,5,3,2,5,5,3,4,5,2,4,5,1,3,3,2,4,3,3,2,2,3,2,2,5,3,3,5,2,2,5,4,2,4,3,2,2,0,1,3,2,3,1,5,1,3,5,2,3,2,3,3,3,5,4,5,3,3 -Delbrueck,3,1,1,1,2,3,4,5,2,3,2,2,5,3,3,3,4,4,2,1,0,3,2,4,3,1,4,1,1,3,4,2,5,2,4,3,3,1,1,2,3,1,0,3,2,1,4,4,2,2,4,3,0,3,4,3,2,3,5,5,2,1,1,1,4,4,2,2,4,3,3,1 -Gangelt,0,3,3,4,3,3,5,3,4,2,1,3,4,4,5,2,2,2,5,2,1,2,4,3,3,1,3,1,3,1,3,5,1,3,4,3,2,5,4,3,4,0,3,2,3,1,3,4,2,2,2,5,3,3,1,4,3,3,3,2,4,2,3,1,4,1,4,3,4,2,3,1 -Kerken,2,5,2,3,1,2,3,2,1,4,3,1,3,0,2,3,3,5,3,2,1,3,4,1,0,4,3,4,1,3,4,3,3,2,4,1,3,2,2,3,1,3,2,3,4,1,4,2,4,1,3,4,3,1,3,4,2,3,2,2,2,3,4,3,5,3,3,2,2,3,1,4 -Horstmar,2,2,3,4,5,2,1,3,1,3,5,2,1,4,1,2,2,2,2,2,5,3,3,4,2,1,2,3,1,2,1,0,5,3,5,2,3,0,4,3,1,1,3,2,5,0,2,3,2,2,0,3,1,5,3,3,3,3,5,2,1,2,4,3,4,3,5,4,3,2,3,2 -Barntrup,4,1,3,4,4,3,4,5,4,2,4,1,4,0,5,5,3,2,3,3,4,2,1,1,2,1,2,5,4,4,2,4,5,3,3,1,2,4,3,3,3,5,0,5,0,2,1,3,2,0,1,3,3,3,1,4,4,5,1,3,3,0,5,4,0,5,3,2,2,3,3,2 -Ascheberg,2,2,2,2,4,2,3,4,3,2,4,2,1,2,4,0,4,2,3,4,2,5,3,4,5,2,2,3,4,5,3,3,3,3,5,4,2,1,5,4,3,2,5,3,4,3,1,4,5,4,2,1,3,3,2,3,2,2,4,2,1,4,1,2,1,1,3,4,3,5,2,3 -Wenden,5,1,3,2,2,1,4,2,1,4,3,3,2,2,3,2,1,4,4,3,5,2,4,4,0,5,2,1,3,4,2,5,4,0,0,1,2,3,0,0,2,3,1,3,3,2,3,1,3,3,2,2,1,3,2,3,3,3,2,0,4,1,3,3,1,3,5,1,2,5,1,1 -Drolshagen,2,3,5,0,5,2,5,3,3,1,3,3,0,2,2,2,0,2,4,1,2,3,4,1,4,1,1,0,4,2,3,4,2,1,2,3,3,1,4,1,2,3,3,5,4,4,2,2,3,1,4,0,5,2,1,4,2,0,3,5,4,5,4,3,1,4,1,4,4,4,1,0 -Geseke,4,3,3,3,3,5,3,3,2,2,2,4,2,2,1,2,2,3,4,1,3,1,3,1,3,2,2,1,2,0,1,2,2,4,4,4,2,4,3,1,3,4,2,3,1,4,4,5,4,4,0,5,1,4,2,4,4,2,5,2,3,4,1,2,1,2,5,3,2,5,2,5 -Kevelaer,5,2,0,4,3,2,3,3,3,1,1,2,4,1,3,1,2,2,2,0,4,4,4,2,3,5,4,5,2,1,4,1,5,1,2,0,3,2,2,1,5,2,4,1,4,2,2,3,1,4,5,4,3,3,1,2,2,3,1,4,4,4,3,2,3,2,4,3,1,4,1,2 -Hille,5,5,4,2,0,4,2,2,0,3,3,2,0,2,3,3,3,2,3,3,1,4,5,4,5,3,5,4,1,4,4,1,4,2,3,5,0,2,4,3,4,3,1,3,4,3,1,2,3,2,4,3,2,3,5,4,5,3,4,2,3,5,4,3,4,2,4,4,4,2,4,1 -Heinsberg,2,2,3,1,2,3,2,1,4,5,5,1,3,0,3,1,4,3,4,2,3,3,5,4,1,4,2,2,3,1,3,1,5,5,3,1,3,3,3,5,3,3,2,1,1,3,2,3,2,2,4,4,4,2,5,0,0,4,4,5,3,3,5,0,1,4,4,1,4,2,5,5 -Goch,3,3,1,4,2,3,2,1,4,4,4,4,1,1,3,4,4,4,2,4,3,4,2,2,3,4,1,1,4,3,5,4,4,2,5,3,2,3,4,0,0,5,1,1,3,4,3,4,4,4,4,3,4,3,2,1,3,2,2,5,2,5,2,5,1,3,3,4,4,3,2,2 -Neuenrade,1,3,3,2,3,3,3,1,3,2,4,2,1,3,1,3,3,3,2,3,4,1,1,1,2,4,3,2,2,3,3,4,1,1,4,5,0,2,3,0,4,1,4,0,1,4,2,0,5,1,4,1,5,3,3,1,3,3,2,2,3,4,4,3,2,4,2,2,3,3,3,1 -Loehne,0,4,1,2,3,2,4,2,5,1,4,1,3,2,3,2,5,2,1,1,3,3,3,2,2,3,2,4,3,3,1,2,4,3,2,1,1,2,2,3,2,5,5,3,2,3,5,2,2,3,2,5,3,5,1,2,3,4,3,1,1,3,1,4,5,2,0,5,3,4,1,3 -Windeck,1,1,3,4,4,4,1,4,4,4,3,2,1,4,2,4,2,3,2,4,4,2,1,3,1,3,2,2,2,2,4,2,4,3,2,1,2,4,4,4,3,2,2,1,2,1,3,4,3,1,4,2,5,3,2,4,5,3,5,4,1,4,4,1,0,3,4,3,4,4,3,5 -Mettingen,5,4,3,4,3,3,4,5,4,4,1,2,4,2,3,5,4,5,0,3,3,2,3,3,3,2,5,3,3,5,4,4,3,3,3,1,3,4,2,1,2,2,4,4,1,4,4,3,1,3,3,1,4,3,3,1,3,4,4,3,3,3,4,1,3,5,3,1,4,3,2,1 -Muenster,5,1,2,1,4,3,3,4,2,1,3,1,0,1,3,4,1,4,1,1,5,4,3,3,2,5,1,3,3,3,3,2,2,3,5,3,3,2,4,3,2,1,5,3,3,1,4,2,3,2,2,3,1,0,2,5,2,2,4,0,3,0,4,1,4,5,1,3,3,3,4,2 -Alfter,2,3,3,2,5,3,2,5,4,3,4,1,3,3,3,3,3,2,4,1,4,3,4,4,4,1,3,5,2,3,5,5,2,4,0,4,2,4,1,2,0,3,2,2,5,1,4,3,2,4,3,0,3,3,1,3,3,3,4,3,3,3,5,4,1,5,3,5,2,3,0,5 -Rheurdt,5,1,1,0,5,5,1,5,4,1,2,3,5,1,4,1,4,4,2,0,5,0,4,3,4,4,0,5,3,3,4,3,2,1,2,2,5,2,3,2,3,3,2,3,2,1,2,2,3,4,4,5,2,5,3,5,2,3,1,4,4,3,4,3,4,2,4,2,5,3,0,2 -Rheine,2,1,1,3,1,3,5,4,4,4,4,4,4,1,3,0,3,0,3,1,1,1,4,1,4,4,3,4,0,0,5,1,1,3,4,3,3,2,1,1,1,0,4,1,5,1,3,1,2,1,4,4,4,2,2,4,3,1,1,3,2,4,4,4,3,2,1,4,4,1,2,4 -Augustdorf,2,3,5,3,2,2,3,2,4,1,2,0,5,4,1,0,5,2,2,2,5,4,2,3,2,4,2,2,3,3,3,2,1,4,1,5,5,2,2,3,5,4,3,2,4,4,1,0,2,4,2,1,5,2,3,4,2,2,3,4,5,2,3,4,2,4,4,5,4,5,4,4 -Stemwede,2,2,1,5,1,4,4,4,1,2,4,4,1,3,0,3,1,1,4,5,3,2,1,3,2,4,4,3,2,4,3,3,5,4,0,0,3,3,3,4,1,3,5,3,1,1,1,4,4,2,5,4,3,1,1,1,3,1,2,3,1,4,3,1,2,2,3,4,3,3,4,2 -Troisdorf,4,2,4,3,4,1,1,1,1,3,1,4,4,5,3,3,1,3,2,4,2,4,1,5,3,2,1,2,1,0,4,2,2,3,3,2,3,2,3,2,3,4,2,4,4,5,2,2,4,1,4,3,4,2,2,1,0,3,2,3,0,3,3,2,0,4,2,1,1,0,4,0 -LangenfeldRhld,5,0,3,3,4,3,2,4,4,3,1,2,1,4,2,3,2,2,3,5,5,3,3,3,1,3,3,2,3,1,0,2,1,5,1,3,2,2,1,5,1,1,2,3,2,3,4,1,4,4,4,4,3,5,1,4,2,1,4,4,3,0,1,1,3,2,2,1,4,5,4,2 -Extertal,1,4,5,2,5,4,4,2,4,5,3,2,2,3,2,2,5,0,4,5,3,4,4,0,1,3,2,5,2,4,3,3,4,3,4,1,1,2,3,1,2,4,1,4,5,1,2,5,3,2,3,4,3,2,3,4,2,1,2,2,3,1,1,3,2,3,0,0,0,1,1,3 -Metelen,4,2,3,3,5,1,3,2,4,3,3,3,2,4,4,1,1,2,1,4,4,3,4,2,4,4,5,3,3,3,3,0,2,3,2,5,2,5,3,4,3,2,1,1,0,4,2,2,2,5,3,5,3,5,4,1,1,3,2,4,3,4,2,1,3,2,4,4,4,3,3,2 -Wipperfuerth,1,3,1,2,5,3,4,2,5,3,4,1,3,4,4,3,0,4,2,1,2,2,1,5,4,1,2,5,4,4,3,1,3,2,5,3,3,4,1,2,3,1,3,1,3,3,3,3,5,4,3,4,2,3,5,4,1,1,0,3,1,2,1,2,2,1,2,3,2,2,2,2 -Schoeppingen,3,3,2,1,3,3,3,0,4,2,4,4,2,0,5,1,3,2,4,1,4,2,5,3,2,2,3,4,2,3,2,4,3,4,4,2,5,2,4,2,1,2,3,4,2,2,1,4,2,3,2,4,2,3,2,2,1,3,4,4,1,4,4,0,1,3,3,2,0,5,2,3 -Uedem,4,3,2,0,2,0,4,4,3,2,1,5,2,2,2,3,1,2,2,1,3,2,5,0,3,4,3,1,2,5,2,0,5,5,3,2,1,4,4,1,1,5,5,1,3,0,2,5,3,4,4,2,1,2,2,3,2,4,1,4,4,2,3,5,1,2,2,2,4,1,2,4 -FroendenbergRuhr,3,2,2,1,3,3,4,4,1,4,3,1,3,1,5,1,1,1,4,5,4,4,2,2,3,5,3,3,4,2,2,4,1,0,4,5,2,2,2,3,1,4,2,3,1,3,2,4,1,5,3,3,3,0,2,1,3,3,1,4,0,1,3,5,2,3,4,2,2,3,3,4 -Coesfeld,2,3,1,5,2,2,4,4,3,2,4,0,2,0,2,2,2,3,3,5,2,5,5,4,1,0,1,2,4,2,4,3,3,3,2,1,2,5,2,2,3,1,1,2,4,2,3,1,2,3,2,3,2,1,4,4,5,4,0,4,3,4,3,4,2,1,1,4,1,5,4,4 -Kalkar,3,3,4,4,1,3,4,5,3,1,1,2,4,0,3,4,3,0,3,4,3,4,2,3,4,4,2,3,1,4,2,3,4,4,1,3,3,4,2,1,5,5,4,5,3,2,1,5,1,3,5,1,0,3,2,5,3,2,4,0,3,3,2,1,2,3,2,2,3,3,2,4 -Sassenberg,3,4,4,3,5,2,3,2,4,1,1,4,2,3,3,2,2,1,4,2,3,0,2,3,2,4,0,1,2,3,2,3,4,2,4,5,2,2,3,4,3,1,1,0,4,3,4,2,5,1,3,3,1,5,2,4,4,2,2,2,3,4,4,2,4,3,1,5,1,4,4,4 -Viersen,4,4,3,4,4,3,5,2,4,4,5,2,5,3,3,1,5,2,0,2,2,1,1,4,5,4,5,5,1,0,3,3,2,3,4,1,2,5,2,2,4,2,4,3,3,0,3,4,3,2,5,3,1,2,2,1,2,0,1,1,4,4,3,2,4,2,0,3,1,3,2,4 -Buende,1,2,2,5,2,2,4,3,0,3,0,2,3,1,4,1,4,2,5,0,3,4,3,0,2,1,3,0,2,2,2,2,3,2,2,4,3,4,3,3,4,5,3,3,3,3,2,2,2,1,4,2,3,3,3,3,2,3,4,0,2,4,0,4,4,4,2,4,5,5,1,1 -Oelde,3,2,3,5,4,0,2,3,4,3,4,2,4,3,2,3,2,1,1,2,4,3,1,0,1,4,4,2,4,4,4,1,1,2,2,3,2,0,3,2,4,2,4,4,1,2,3,3,2,1,3,2,3,3,4,4,3,3,2,3,4,2,3,1,4,1,1,3,1,3,3,5 -SchiederSchwalenberg,4,4,4,3,1,0,2,3,3,2,2,1,2,3,4,4,5,3,3,2,4,4,4,3,2,3,5,4,2,4,2,4,3,4,2,5,2,5,2,2,4,2,1,2,1,4,4,1,2,3,4,2,4,1,4,2,2,4,2,2,1,2,3,4,3,4,3,4,2,5,4,1 -Spenge,3,2,1,2,2,3,2,3,3,2,4,3,2,4,2,3,1,3,5,4,4,2,1,4,4,2,4,2,4,2,2,1,4,3,2,1,4,2,4,3,2,5,0,1,2,3,3,2,3,2,0,3,5,2,3,4,3,3,1,3,3,2,4,3,4,0,5,5,3,4,5,2 -Wesel,3,4,4,4,3,4,2,4,5,4,4,0,1,2,3,1,1,4,4,1,1,2,1,0,4,4,2,2,1,4,3,5,4,3,1,2,4,1,2,2,0,1,2,5,5,3,3,3,3,3,2,1,2,2,0,3,2,3,1,3,5,1,5,4,5,2,5,3,2,5,4,1 -WickedeRuhr,5,2,2,4,4,5,2,3,2,1,2,2,4,4,2,5,4,3,3,2,2,3,4,2,3,4,1,4,0,4,3,4,5,4,3,1,2,0,4,3,1,1,4,1,4,2,2,3,3,2,3,1,3,3,4,1,4,4,2,0,1,1,3,5,2,4,5,1,5,1,4,5 -Steinhagen,2,4,3,2,4,3,3,5,4,3,3,4,0,4,2,3,4,4,2,3,3,3,1,0,4,2,4,2,0,1,0,5,4,2,2,3,2,5,2,2,4,4,2,3,1,2,0,2,4,1,2,0,3,5,5,4,2,5,3,5,3,3,1,2,0,2,5,3,0,1,3,3 -Bielefeld,3,1,4,1,3,0,4,2,4,5,3,2,1,3,2,3,1,2,1,3,2,3,4,5,2,5,1,5,2,3,4,4,3,5,2,1,4,1,4,1,2,4,3,2,1,4,3,0,4,4,2,4,1,4,3,2,3,4,1,4,3,2,2,2,3,5,0,2,3,4,3,2 -Olpe,3,3,3,4,4,3,3,3,3,3,3,3,3,3,5,2,4,2,3,4,1,4,2,2,3,2,4,2,3,1,4,3,2,4,3,3,2,2,3,3,4,3,3,2,1,3,1,3,5,2,3,4,3,2,5,0,3,2,3,2,4,1,1,5,4,2,1,4,2,3,3,3 -Werdohl,4,4,3,3,2,3,1,4,3,2,3,5,1,0,1,0,2,5,2,1,3,1,1,2,2,3,4,3,3,1,3,2,5,2,2,2,3,3,3,1,2,4,2,4,4,3,1,3,2,4,5,3,3,5,2,2,1,3,2,4,4,4,3,1,3,1,3,3,2,5,3,4 -Kamen,0,3,2,3,1,2,1,3,3,3,2,3,4,4,2,2,2,5,4,2,1,3,3,2,4,1,2,4,2,2,1,2,1,4,3,3,3,1,0,2,1,3,3,4,3,4,3,2,3,4,2,1,3,2,5,4,1,1,3,1,4,5,2,0,5,1,4,2,3,1,5,3 -Emsdetten,2,2,2,0,5,0,1,1,2,3,2,4,3,3,2,4,3,1,4,3,1,2,1,3,3,4,4,3,4,3,3,4,1,1,5,2,3,4,3,2,5,4,2,2,3,2,3,5,2,1,3,1,1,1,2,4,2,4,2,1,1,2,3,4,1,1,3,1,4,2,4,4 -Brakel,3,1,2,2,2,1,5,1,4,5,3,3,3,3,1,1,2,1,5,2,2,5,2,1,4,5,3,3,5,3,4,2,2,4,3,2,2,2,3,2,4,3,4,1,3,2,3,4,2,3,3,5,3,3,4,3,2,5,2,4,3,3,4,4,4,5,4,0,3,5,2,3 -Roedinghausen,2,4,4,3,3,2,2,2,3,1,2,5,3,3,0,0,2,1,2,1,5,2,4,2,4,1,1,5,4,5,1,0,3,2,2,0,4,4,3,2,1,3,3,2,3,2,4,3,4,0,4,1,1,2,2,4,1,2,1,4,1,1,4,2,3,3,4,5,2,2,3,4 -Xanten,3,0,3,0,4,3,2,1,0,2,3,2,2,4,1,0,3,5,2,4,3,2,5,4,4,1,3,3,2,4,3,4,2,2,2,2,2,4,2,4,4,3,2,5,4,4,3,3,3,1,4,0,1,1,2,0,3,2,3,1,4,2,3,2,4,1,5,1,2,2,2,4 -Haan,1,4,1,4,2,5,3,3,2,2,1,4,2,4,2,0,2,1,5,3,0,4,2,3,3,4,2,4,3,3,5,5,1,1,3,5,2,2,2,3,4,4,0,5,1,3,4,2,5,3,3,4,3,1,2,3,4,3,5,4,1,3,3,4,3,5,2,3,1,4,2,4 -HalleWestf,0,5,4,2,1,2,2,3,1,3,4,4,3,5,1,0,1,3,4,4,5,3,3,3,4,5,1,2,4,4,0,1,4,3,3,3,4,4,3,0,1,1,3,2,1,3,3,0,3,5,4,1,3,2,0,0,1,3,3,1,1,5,2,2,4,2,1,4,2,2,5,1 -Gladbeck,5,1,4,3,3,4,3,4,4,4,2,3,2,5,2,2,2,1,3,3,3,2,4,1,1,0,0,2,2,1,2,4,4,5,4,4,2,3,2,2,1,5,4,5,4,5,3,2,0,3,1,3,4,1,4,5,3,2,2,3,4,3,2,3,4,4,3,2,3,4,4,4 -Heimbach,1,3,3,4,4,3,4,1,4,3,2,0,4,2,1,1,4,2,2,3,3,3,3,2,5,1,4,4,4,5,1,2,4,4,3,4,3,2,5,3,3,5,2,2,4,1,5,3,5,4,5,4,0,2,3,1,1,1,1,3,4,3,2,2,4,3,1,5,3,0,4,3 -Beelen,2,3,2,1,4,4,3,4,3,3,2,2,4,3,2,4,2,3,1,2,1,1,3,2,2,5,2,2,4,2,1,2,0,3,0,4,5,2,4,1,4,3,5,5,4,1,3,2,2,4,0,2,4,2,3,5,4,2,3,1,4,0,2,4,4,2,2,3,4,1,1,1 -Medebach,5,1,5,0,4,2,2,2,3,4,2,3,2,1,2,3,4,4,1,5,4,2,2,4,3,4,2,2,4,1,3,2,1,1,4,3,1,3,1,1,4,4,2,4,5,4,4,4,3,3,2,1,5,5,3,2,2,4,3,1,4,4,3,5,4,4,3,1,3,1,1,3 -NachrodtWiblingwerde,1,3,2,1,0,4,2,4,5,5,3,2,2,2,4,3,3,1,3,3,5,5,4,1,5,2,3,2,3,2,5,2,4,3,5,2,4,3,2,3,4,4,3,1,2,4,1,4,2,2,2,2,2,1,1,3,1,0,3,5,2,0,3,3,4,1,4,3,2,5,2,3 -HornBadMeinberg,3,2,4,0,3,2,5,4,2,2,2,0,2,2,3,2,2,3,4,1,2,2,2,4,4,1,0,0,4,2,3,4,3,3,5,2,3,4,4,2,4,4,5,2,1,4,1,4,3,4,4,3,1,5,4,3,3,3,3,5,5,2,1,2,4,1,2,4,2,1,2,3 -Warstein,1,2,3,5,1,3,4,5,4,4,4,1,0,2,3,4,5,2,1,4,1,0,1,3,1,5,3,1,4,2,1,1,1,3,4,4,2,5,1,3,2,3,4,2,3,4,3,0,5,2,5,3,2,1,3,3,3,3,4,2,2,1,2,1,4,2,2,2,1,0,4,2 -Luegde,4,2,2,1,4,2,0,2,1,2,2,3,4,4,4,4,4,4,4,4,4,1,3,4,3,2,4,5,2,3,4,4,1,4,4,2,3,0,3,4,1,3,4,2,3,3,3,5,2,4,2,3,4,1,2,5,4,3,3,4,5,4,4,2,5,3,1,3,4,4,3,3 -Luedenscheid,3,2,2,2,1,4,1,3,2,3,2,3,1,2,3,1,0,1,3,2,4,4,4,4,2,2,2,1,1,5,3,4,2,4,0,4,1,1,3,3,0,5,5,2,2,3,3,5,1,0,5,3,4,3,1,3,2,3,4,3,1,1,4,2,2,3,3,3,3,4,0,2 -Schwalmtal,4,2,4,3,1,3,4,2,4,5,3,1,1,0,3,2,5,4,4,3,4,5,1,4,5,5,4,3,4,1,3,2,4,1,2,1,3,2,0,4,1,4,0,2,4,0,4,4,4,2,3,3,3,2,0,1,2,3,4,2,2,3,4,5,1,3,4,5,3,3,5,5 -Gummersbach,4,3,2,4,3,4,2,1,4,4,0,3,0,2,4,2,1,5,4,1,0,4,1,3,5,4,3,5,4,4,5,4,4,3,1,4,0,4,5,4,3,3,3,4,3,3,3,2,1,2,0,5,3,3,3,1,4,4,4,1,4,4,2,4,3,3,3,4,1,5,3,2 -Ahlen,4,3,1,0,3,1,4,0,2,3,4,4,1,1,3,4,4,0,2,1,0,0,4,2,3,4,1,3,0,3,4,2,0,2,2,1,4,2,0,2,4,3,3,2,5,4,4,3,3,0,1,2,5,3,2,2,0,1,2,3,3,4,3,1,5,3,1,3,1,3,3,4 -Senden,1,1,5,5,3,3,3,4,2,3,2,3,3,4,4,3,4,3,5,3,0,0,2,2,2,1,4,2,1,2,2,5,4,3,5,3,3,4,2,3,3,5,1,0,3,2,2,1,1,1,5,1,3,1,3,5,4,2,4,2,4,4,4,4,2,5,4,4,5,4,3,5 -Werne,2,2,2,3,4,5,3,4,2,5,3,2,4,4,2,4,5,3,3,3,3,2,4,1,4,2,5,5,3,1,4,2,4,3,2,4,4,0,2,0,3,5,1,3,4,3,0,4,3,4,1,4,1,4,3,3,3,3,1,4,2,1,2,5,3,0,3,5,4,3,4,4 -Iserlohn,4,3,3,3,1,0,4,3,4,1,2,4,1,2,3,4,2,2,2,4,3,1,3,3,1,1,3,1,3,0,5,2,4,0,5,1,4,4,4,3,2,1,4,4,2,5,4,2,0,3,1,3,0,4,3,4,3,4,4,2,4,2,5,5,2,1,4,3,4,2,3,2 -Titz,4,3,4,3,2,3,4,1,1,4,2,1,5,2,4,4,4,4,4,4,0,2,3,3,5,4,3,0,3,5,3,3,3,4,3,1,1,2,1,2,4,1,4,5,1,3,2,3,1,1,4,3,5,3,3,4,2,4,3,5,5,1,0,2,3,4,4,5,1,1,3,2 -Enger,4,3,2,1,1,4,5,2,3,4,2,5,1,3,4,3,4,2,4,4,1,1,1,3,3,5,3,2,1,3,4,3,3,3,1,2,5,3,2,1,1,2,4,3,4,3,4,1,4,0,3,1,0,2,1,3,4,1,2,5,4,0,3,5,2,5,1,2,1,3,4,2 -Herford,3,2,2,4,5,2,1,4,3,3,3,3,3,5,3,4,2,4,3,3,1,2,0,3,2,2,2,3,5,2,2,4,2,3,4,4,3,1,3,3,3,3,3,3,1,3,0,5,2,1,0,4,3,1,2,1,4,3,4,2,3,5,2,3,2,1,2,4,2,4,5,3 -Recke,4,3,1,2,2,4,4,3,2,0,4,3,4,3,3,4,2,4,4,2,1,2,4,3,2,2,4,2,3,4,1,0,5,2,4,2,1,2,3,3,2,4,3,3,5,3,5,1,3,4,1,4,4,1,5,2,4,3,3,1,2,1,2,3,3,2,3,4,3,4,2,3 -Finnentrop,0,5,5,4,4,5,2,3,2,3,5,4,3,3,5,4,4,3,3,3,3,4,4,1,3,2,3,1,5,1,3,4,5,0,2,2,3,3,3,3,3,3,3,1,3,0,5,2,4,4,4,4,4,3,3,3,1,5,3,4,1,5,4,3,3,3,3,2,5,2,2,4 -Waldfeucht,1,1,3,1,3,3,1,5,1,5,4,3,1,3,0,1,5,3,1,4,3,4,1,5,4,3,5,3,2,3,5,4,2,3,2,4,3,3,2,3,4,4,3,2,3,4,5,1,2,0,3,1,4,4,4,4,4,5,4,4,1,4,4,1,3,3,2,5,3,4,2,3 -RhedaWiedenbrueck,4,0,1,4,1,3,4,3,0,1,3,3,2,4,3,3,3,2,3,3,4,4,2,3,1,1,1,4,5,2,1,4,2,1,0,4,3,3,3,5,2,1,3,3,4,4,5,1,1,1,3,2,4,1,2,3,2,3,3,4,3,1,2,2,2,1,1,3,1,2,3,3 -Brueggen,4,4,3,1,3,5,5,3,3,1,1,4,4,3,0,2,2,4,0,2,1,4,4,4,3,4,4,4,3,2,2,2,2,2,3,1,3,2,2,3,3,2,5,3,3,3,4,3,3,4,3,2,3,4,4,2,1,4,3,0,3,3,2,4,1,2,1,0,2,2,5,4 -Erkelenz,2,1,3,3,3,5,1,3,4,2,4,4,1,4,1,3,3,3,3,4,5,5,5,3,3,4,2,2,2,3,1,1,1,1,4,4,3,2,3,4,4,3,5,1,3,3,3,3,0,2,2,3,4,2,2,3,4,1,1,4,1,2,4,2,3,3,2,3,5,2,3,5 -Weeze,0,5,3,4,3,4,3,4,2,1,1,2,2,2,2,5,4,1,4,3,2,0,0,5,1,2,3,4,2,3,1,3,4,2,5,2,1,1,3,4,4,2,3,5,2,1,3,4,1,5,2,2,2,5,4,2,3,3,3,1,4,1,3,1,3,5,3,4,2,4,4,1 -Wilnsdorf,4,3,2,2,1,1,1,4,5,1,2,3,1,4,4,1,1,3,1,2,2,3,0,3,4,3,3,2,4,3,5,2,3,4,3,2,4,1,4,2,3,5,3,5,5,3,1,3,2,1,5,0,4,3,2,3,2,3,3,4,3,3,1,3,1,1,3,3,3,1,4,1 -Datteln,0,4,3,0,1,3,2,1,2,2,3,3,2,3,0,1,2,1,2,3,4,3,1,4,4,2,1,2,5,2,4,4,3,5,1,1,5,1,3,4,3,3,2,3,2,4,4,2,1,0,4,4,4,3,2,1,3,2,2,2,3,4,0,4,1,3,1,1,3,3,1,2 -Borken,1,3,2,2,2,1,3,1,3,2,1,3,1,4,1,2,1,3,4,2,2,2,2,2,4,4,2,3,3,5,4,2,2,2,4,5,2,2,2,5,5,4,2,3,2,3,5,4,2,4,2,4,2,5,1,4,1,2,4,3,2,3,1,3,5,3,2,1,3,1,3,3 -Bergkamen,2,1,3,1,3,3,3,2,4,3,2,2,1,5,2,1,3,1,4,1,2,2,4,3,4,4,2,3,1,4,2,1,4,4,1,4,3,3,3,2,4,1,3,5,3,0,4,3,3,3,4,4,4,4,3,3,2,4,1,4,5,2,4,3,3,3,3,4,2,2,1,1 -Oberhausen,0,4,4,3,1,4,1,0,1,3,3,4,2,2,0,1,3,5,0,2,2,4,3,3,4,5,4,4,4,5,1,2,2,4,5,3,1,1,3,1,4,3,3,1,3,2,3,4,2,2,0,1,3,3,5,3,4,0,4,3,3,4,2,3,4,5,3,3,4,5,1,0 -Wettringen,1,4,2,4,5,1,2,1,2,4,2,1,1,2,0,3,4,1,2,4,2,3,5,2,2,2,3,0,3,2,3,0,2,3,2,2,4,1,0,3,2,0,2,3,4,3,4,5,1,3,3,2,3,5,3,1,1,3,2,2,5,2,4,1,5,5,4,2,4,2,3,0 -Attendorn,2,0,1,3,5,1,0,3,3,2,4,5,1,4,1,2,2,3,5,3,3,4,3,3,2,4,3,5,3,3,2,5,3,1,4,1,2,2,0,5,5,3,3,1,4,5,3,3,3,4,2,5,5,1,2,3,1,3,1,0,1,5,3,5,5,0,3,4,2,3,1,3 -Herdecke,5,4,2,4,5,3,4,5,3,1,4,1,1,2,4,3,1,3,3,5,1,1,3,5,4,3,2,0,4,5,5,1,5,5,4,2,3,2,4,2,2,3,4,1,4,3,3,0,4,1,4,5,4,2,3,3,1,1,2,3,3,4,0,3,5,2,2,2,3,5,1,1 -Bergheim,3,4,5,3,3,3,5,0,4,2,2,5,2,2,3,2,2,3,3,1,4,2,4,3,2,4,5,2,4,1,5,3,4,5,3,4,4,5,3,1,4,2,3,4,1,4,4,3,3,3,4,2,2,0,1,1,1,4,2,4,4,3,1,4,4,2,4,0,4,5,3,5 -Much,2,2,3,3,3,2,4,1,4,4,5,1,1,0,0,5,3,1,4,1,2,1,2,1,2,3,4,2,4,2,4,3,2,2,4,3,1,2,3,4,4,4,4,1,2,5,3,4,4,1,4,5,4,4,1,3,2,0,1,2,4,5,3,3,5,4,3,3,3,4,2,1 -Eitorf,3,3,1,4,2,2,5,3,4,1,4,4,4,3,1,3,2,2,4,3,2,2,2,0,2,3,1,3,2,3,1,2,2,3,2,4,5,4,1,4,5,4,3,2,2,4,3,3,0,1,1,3,5,5,2,2,1,5,3,3,0,3,1,3,4,2,5,1,2,1,3,2 -Neuss,3,2,4,2,1,4,4,0,2,3,5,4,3,4,4,1,2,3,3,3,4,1,1,4,2,2,2,3,2,3,1,2,4,0,3,1,3,4,1,4,5,2,2,2,2,3,3,5,4,3,4,0,5,4,2,3,2,2,2,5,4,2,2,2,1,2,1,4,3,4,1,2 -MendenSauerland,2,0,4,2,5,4,2,3,4,2,3,2,1,5,3,4,1,3,3,5,1,5,2,2,3,2,1,5,3,3,2,3,4,3,4,4,3,2,2,0,2,1,1,2,4,2,2,3,5,2,2,3,2,1,4,1,4,3,5,3,4,4,2,1,0,5,3,3,4,1,4,1 -Wuelfrath,1,1,1,1,5,0,3,4,1,4,1,2,2,3,2,1,5,0,5,3,2,3,1,1,1,4,2,4,2,2,0,4,3,3,5,4,3,5,1,3,4,5,4,2,1,2,0,3,0,5,4,4,4,2,3,1,4,3,4,2,3,3,4,3,4,5,1,1,4,2,5,3 -Lippstadt,2,2,2,4,4,2,5,5,1,1,2,5,4,1,2,3,1,2,2,4,3,1,2,2,4,1,2,2,3,3,4,3,2,2,5,3,3,4,0,3,2,4,2,0,4,5,1,3,2,3,2,4,1,1,1,5,4,5,3,4,3,3,2,1,4,3,4,4,4,3,2,1 -Lichtenau,2,2,2,4,5,1,2,4,4,1,1,4,3,3,5,3,2,4,4,3,3,3,3,4,2,3,2,0,2,2,5,4,4,5,2,4,0,2,5,3,3,1,4,2,5,2,4,2,4,1,3,2,3,3,4,3,1,2,3,1,0,4,3,2,1,2,1,4,4,3,4,1 -Hallenberg,4,3,1,3,3,5,1,3,3,4,4,4,3,0,4,1,3,5,3,2,4,4,1,3,2,4,4,2,1,1,2,4,1,3,3,3,2,1,3,3,1,2,4,4,4,3,2,4,5,2,5,2,4,2,3,5,4,1,3,4,3,2,3,2,1,3,2,4,4,2,3,2 -Gevelsberg,0,3,1,4,4,5,2,4,5,4,2,0,3,1,2,3,3,3,4,4,1,4,4,1,2,4,3,2,3,5,2,2,5,3,2,4,4,4,2,3,1,4,4,5,5,1,2,3,3,4,3,4,3,4,3,5,3,1,2,2,2,2,1,2,3,0,1,2,4,1,2,4 -Havixbeck,3,3,3,3,2,2,2,3,1,4,2,4,2,3,4,5,3,3,0,2,4,2,3,3,5,4,2,3,4,1,3,4,2,1,2,2,2,3,3,5,1,4,3,3,3,3,2,3,3,5,5,2,3,3,2,3,4,1,4,4,4,5,3,3,1,3,1,3,3,3,3,3 -Petershagen,4,4,1,0,3,2,0,4,4,5,2,1,4,3,3,4,5,4,2,4,3,4,1,3,1,1,4,5,1,3,2,2,2,5,1,1,2,0,1,2,4,5,3,4,2,2,3,1,2,2,4,0,5,0,4,1,4,2,1,4,4,2,4,3,2,5,2,4,1,2,1,4 -WertherWestf,4,3,5,4,3,2,4,2,3,3,2,3,3,1,4,2,4,2,3,3,3,1,3,2,2,2,3,4,2,5,1,2,4,2,4,4,3,0,1,2,4,1,2,0,1,0,2,3,4,4,2,1,2,2,3,3,2,4,3,3,3,4,2,4,2,2,3,2,4,3,3,5 -Kleve,4,3,4,4,1,5,4,3,4,2,3,3,2,1,2,3,3,1,3,2,3,4,1,2,1,2,1,5,4,5,3,5,3,2,1,1,2,5,2,2,1,0,3,1,3,5,2,2,3,2,3,4,4,4,1,4,2,2,4,5,4,5,1,2,4,4,1,2,3,3,2,4 -Verl,4,3,4,4,3,4,3,2,2,2,5,2,3,2,4,4,3,4,2,4,4,4,3,4,2,1,5,3,2,3,1,2,3,2,5,3,4,4,4,1,4,1,2,4,4,1,5,2,0,5,1,4,3,4,3,3,2,0,2,5,5,2,4,4,3,2,2,4,4,1,2,0 -HerzebrockClarholz,2,3,2,1,1,4,3,1,1,3,4,3,4,5,4,3,1,4,2,4,3,1,4,4,4,3,0,3,4,1,3,4,3,4,4,2,4,4,4,3,5,1,3,5,3,2,1,5,3,1,5,2,2,4,2,1,3,3,1,0,3,4,1,4,3,2,3,2,1,4,3,4 -Ibbenbueren,1,4,0,3,3,4,3,5,3,3,1,4,3,2,2,3,4,1,4,3,4,0,4,2,3,4,1,4,4,2,4,4,1,5,4,3,3,4,0,4,3,4,3,4,2,4,5,4,4,3,5,0,4,2,2,3,4,3,0,4,5,0,4,3,2,5,3,1,3,4,3,4 -Erkrath,3,4,2,4,4,2,2,3,4,5,2,1,3,2,2,3,4,4,3,4,3,4,4,2,2,2,5,1,4,2,2,3,3,2,2,4,1,4,2,1,2,3,2,3,4,2,2,2,2,3,4,3,2,4,3,2,2,2,3,4,2,4,4,1,3,5,4,3,2,2,5,2 -Lennestadt,5,3,2,3,1,2,2,5,2,3,4,2,4,2,4,3,3,2,4,3,2,3,5,2,1,3,4,4,1,4,3,4,3,2,4,1,3,5,2,3,2,5,5,4,3,1,0,2,0,2,0,5,3,3,5,5,4,4,3,3,4,3,1,3,3,5,2,2,3,0,2,2 -OerErkenschwick,3,3,1,1,1,3,4,4,3,5,2,5,4,1,4,1,4,4,5,3,2,3,1,4,2,0,3,3,2,4,1,5,3,3,3,2,4,2,1,0,1,4,2,2,5,4,2,4,2,4,4,2,3,2,3,1,3,0,5,3,5,4,2,2,3,4,4,4,3,1,4,3 -Huenxe,4,4,1,0,4,1,4,4,2,3,4,1,0,1,2,3,1,3,2,3,3,3,4,2,2,5,1,2,4,1,2,2,4,0,1,5,4,3,1,5,3,2,4,4,5,1,3,3,1,1,2,2,4,2,2,1,3,3,2,2,4,4,1,4,3,3,4,4,4,2,2,2 -Lienen,0,3,2,2,3,2,4,2,3,3,3,2,4,4,5,2,1,4,2,3,1,2,2,3,1,3,1,1,3,2,2,3,3,1,3,2,5,5,3,4,2,4,1,4,2,5,2,1,2,1,2,5,2,5,2,0,4,2,2,2,2,1,5,3,4,2,4,0,4,5,2,0 -Noervenich,0,1,1,3,1,4,3,3,3,2,1,1,3,3,5,3,3,4,3,0,3,1,2,3,4,2,3,3,4,3,1,2,4,2,4,2,4,4,2,3,1,2,4,3,1,3,1,1,3,3,4,3,3,1,3,4,2,1,3,4,3,3,3,0,4,1,4,4,1,5,0,2 -Erndtebrueck,3,2,3,1,4,1,4,5,3,3,3,3,3,2,4,3,3,1,4,5,4,4,3,3,4,4,2,5,2,2,3,1,5,3,2,2,4,2,1,1,2,2,3,1,3,3,4,1,2,1,0,1,4,4,1,1,3,1,3,2,2,0,1,4,5,4,3,5,5,1,3,0 -Marsberg,4,4,1,2,5,3,3,1,2,1,0,5,5,4,2,3,3,4,3,1,3,5,2,5,2,3,0,4,3,1,4,1,2,1,4,3,3,4,3,1,4,1,2,5,2,5,4,1,3,1,4,3,1,1,3,4,3,1,4,1,3,4,3,1,1,4,3,4,2,2,4,4 -Everswinkel,2,3,0,1,2,5,2,3,3,3,5,3,1,2,2,1,4,2,1,2,1,3,4,4,2,4,2,2,2,4,3,1,2,4,3,5,2,1,3,2,5,1,4,5,2,4,4,4,1,1,1,4,2,2,4,1,2,2,3,4,2,4,2,2,2,4,3,2,0,2,4,1 -Euskirchen,4,3,3,2,3,5,2,4,4,4,3,4,4,2,3,2,3,3,1,2,3,5,3,5,2,4,3,4,2,1,4,4,3,3,2,3,5,3,2,4,3,1,2,4,2,1,4,2,3,5,0,2,4,4,4,2,4,3,3,3,5,5,1,5,1,4,4,2,0,0,3,5 -BadLippspringe,4,1,4,1,5,3,2,1,2,3,1,3,3,4,3,4,3,3,3,3,3,3,2,3,4,3,2,2,4,2,2,1,1,4,4,4,3,2,3,1,3,0,2,4,1,3,5,4,1,1,4,2,2,3,4,4,5,4,2,4,3,1,1,4,3,5,4,3,2,4,2,2 -Huertgenwald,2,3,3,5,3,2,4,1,3,5,3,5,3,1,3,3,2,4,3,3,2,1,4,3,4,3,1,3,2,4,1,2,4,3,1,1,1,2,2,2,2,5,1,3,3,3,3,3,3,2,2,2,1,2,4,0,3,3,4,1,4,4,3,4,1,1,1,5,2,4,1,2 -Plettenberg,4,4,4,1,1,3,3,1,3,2,2,1,4,5,4,1,2,1,4,5,4,2,4,2,3,4,4,4,5,4,3,2,3,4,3,4,2,4,2,2,2,2,3,4,4,4,2,4,3,2,5,3,3,5,3,1,3,3,1,0,2,2,0,4,4,3,5,5,3,1,4,4 -Kalletal,2,3,2,2,2,1,0,5,5,2,4,3,5,2,3,4,0,2,5,2,5,1,1,5,5,3,5,2,4,4,2,2,3,2,3,3,2,1,4,1,3,2,3,4,4,3,2,5,4,1,3,2,4,5,3,2,3,1,1,3,4,4,0,4,3,4,4,0,2,2,2,2 -GronauWestf,3,2,2,1,4,4,3,3,1,4,0,2,3,2,2,5,2,1,1,4,5,1,1,1,2,4,2,5,3,5,3,3,3,0,4,5,1,1,2,2,4,3,3,3,4,5,1,2,1,0,1,4,3,2,4,3,4,4,2,4,3,1,4,3,1,2,2,5,0,5,4,1 -Herten,4,2,1,3,1,4,2,3,2,1,3,5,2,3,4,5,1,1,1,4,4,1,1,3,2,4,4,4,1,3,2,4,4,4,4,1,4,4,2,3,3,3,0,4,2,3,3,0,0,2,5,3,3,3,1,2,4,4,3,0,4,2,2,5,0,3,4,4,5,2,4,3 -Doerentrup,3,3,0,2,2,2,3,3,4,0,2,4,5,2,2,2,4,4,3,2,4,2,4,3,3,4,2,5,2,3,1,4,3,1,2,3,4,2,3,4,4,0,0,4,2,1,0,3,1,3,3,5,1,2,4,2,2,4,3,2,3,1,2,2,2,4,4,1,2,4,1,5 -Welver,3,3,4,2,2,2,3,2,0,3,4,1,3,1,3,4,0,1,2,1,2,5,4,4,3,0,0,4,4,3,4,4,5,3,2,3,3,2,3,2,3,3,4,3,4,1,2,4,4,4,5,3,1,3,4,2,4,2,3,2,1,1,3,0,2,3,3,2,2,0,2,2 -Nideggen,4,0,1,3,4,1,3,2,0,4,4,1,3,2,1,2,3,3,4,4,3,2,2,1,1,5,4,2,4,4,4,3,2,3,4,3,2,2,1,1,4,2,1,4,4,2,3,3,0,3,5,3,2,2,4,1,3,4,2,1,1,4,2,4,2,0,1,2,4,1,2,4 -Geilenkirchen,4,5,2,2,3,3,4,4,0,3,2,4,4,0,4,2,3,2,3,3,1,2,4,5,3,4,2,4,4,0,2,1,2,1,3,3,3,4,4,5,4,2,4,2,5,3,2,1,4,2,4,2,4,2,3,5,2,3,3,4,2,3,1,4,3,2,3,4,4,3,1,3 -Raesfeld,4,4,4,3,0,1,2,3,2,2,2,2,2,3,3,3,1,0,1,1,2,1,1,2,2,1,2,2,1,5,3,4,1,3,0,3,2,1,2,5,2,2,2,2,4,5,4,4,5,1,3,4,1,0,3,5,4,3,5,2,0,2,3,3,3,1,5,2,3,2,3,0 -Versmold,4,1,3,3,2,3,3,1,0,4,2,1,2,3,3,3,3,2,2,4,4,1,0,5,3,3,0,0,0,3,5,1,3,4,1,0,2,2,3,4,0,3,3,3,3,0,2,3,5,2,4,3,3,2,3,4,2,4,3,2,3,4,5,2,2,2,3,4,2,4,5,4 -Pulheim,1,1,4,5,5,3,3,4,4,2,4,3,3,3,0,2,3,4,4,4,2,3,1,3,2,4,4,1,4,1,4,3,0,4,2,4,2,2,2,0,3,1,3,1,3,2,3,2,5,2,4,3,4,5,4,4,2,3,3,2,2,2,0,2,0,3,4,4,2,4,1,4 -Laer,3,4,5,2,4,0,3,3,3,1,4,4,3,3,4,2,1,4,1,5,3,5,1,4,4,1,3,3,2,1,2,4,5,1,4,5,3,3,2,1,3,3,4,2,2,3,2,3,4,3,2,3,2,3,4,2,4,3,4,1,4,0,0,2,2,4,2,2,4,3,1,3 -Breckerfeld,2,4,2,2,3,5,3,2,3,2,3,3,2,2,5,5,3,3,2,2,3,1,5,3,1,2,4,2,4,1,3,3,3,4,3,2,0,1,5,3,2,5,2,2,2,2,4,3,4,4,4,3,4,5,4,4,3,4,3,4,5,4,3,2,3,2,2,4,2,2,0,2 -Westerkappeln,2,3,3,0,3,4,3,5,5,4,4,2,4,3,4,2,3,3,4,1,4,3,4,4,1,4,5,5,5,0,4,1,3,3,5,2,4,1,2,3,4,3,2,5,1,3,3,1,2,1,4,4,5,5,2,2,0,3,3,1,5,5,2,4,3,0,2,3,3,2,3,4 -Velbert,2,2,2,4,4,2,4,1,1,1,4,2,2,2,4,0,1,2,2,1,4,0,3,1,4,3,2,2,3,1,1,2,2,4,2,4,2,1,0,3,2,3,3,4,2,4,1,4,2,2,3,3,1,4,3,3,4,2,3,4,1,2,1,4,2,3,0,4,2,5,2,2 -SundernSauerland,5,2,2,5,5,4,3,2,2,1,3,1,3,4,3,4,1,5,3,4,1,2,2,4,3,2,4,3,4,5,4,4,2,4,4,4,2,3,2,2,3,2,1,5,3,4,5,2,1,3,3,1,4,4,2,4,1,5,4,3,4,2,3,2,5,3,1,3,2,4,1,4 -Linnich,1,2,5,5,1,4,3,3,2,4,4,3,3,4,3,5,1,4,4,3,3,2,5,1,4,3,3,2,2,3,1,2,4,4,5,4,4,0,0,4,3,3,1,2,2,4,4,3,2,4,2,4,3,2,1,2,3,2,3,1,2,2,3,2,4,5,4,5,3,3,4,4 -Detmold,4,4,1,2,5,5,2,3,3,1,1,2,2,2,4,4,3,4,2,2,3,4,3,4,4,2,2,5,2,1,0,3,1,5,1,3,1,2,1,4,3,4,1,5,4,4,4,4,5,4,2,4,2,2,2,1,4,3,2,2,0,5,3,2,4,2,3,3,4,4,2,3 -Rosendahl,4,1,2,2,1,3,5,4,4,1,2,4,3,3,4,0,4,0,3,3,2,2,1,5,3,3,1,1,2,3,3,3,0,4,4,5,5,4,0,4,5,3,3,4,2,4,3,4,1,1,1,4,2,4,3,1,3,1,2,4,2,4,4,4,5,1,4,0,1,4,3,3 -Espelkamp,2,2,4,4,3,4,2,4,2,3,2,5,3,4,4,3,0,3,5,0,2,1,3,3,3,4,5,5,4,4,4,4,2,3,3,2,1,4,3,5,5,2,4,1,0,5,3,4,3,4,4,1,4,4,1,5,3,3,4,5,3,2,3,2,3,4,4,3,2,3,3,1 -BedburgHau,3,3,5,3,3,1,5,4,4,1,1,2,2,4,4,1,3,1,1,2,4,4,4,1,3,2,4,2,3,2,2,2,2,1,5,3,5,3,1,4,5,4,1,4,5,2,1,4,3,3,2,5,2,3,3,2,1,3,4,3,3,1,2,2,5,4,3,0,2,2,4,2 -Paderborn,1,4,3,3,3,3,0,2,2,1,1,2,4,3,2,1,2,4,2,3,3,4,4,2,1,2,2,2,1,3,4,2,1,3,3,0,2,3,3,1,4,5,3,2,4,4,2,1,3,4,3,4,2,1,2,4,4,2,2,4,5,3,4,1,3,1,3,2,5,4,5,5 -Beverungen,1,2,5,1,4,3,4,4,2,5,3,5,1,2,3,0,0,1,2,1,4,3,2,5,5,2,1,2,3,0,1,4,2,1,2,1,2,2,3,5,2,3,1,4,4,4,4,2,5,1,2,4,0,1,4,2,1,4,0,0,3,0,2,4,3,4,4,2,4,4,3,3 -SanktAugustin,4,4,2,4,4,2,4,2,2,4,2,4,2,3,5,4,2,4,4,4,2,4,2,3,2,4,3,0,4,3,1,1,3,1,5,4,2,3,3,3,2,2,4,4,1,1,1,4,3,0,3,3,1,4,3,1,3,5,2,4,4,1,0,3,5,3,3,2,1,3,3,4 -Niederzier,2,1,3,4,4,1,3,3,2,4,1,2,5,2,3,1,4,1,3,3,2,3,2,3,3,3,2,4,4,2,2,4,3,1,3,1,1,4,4,2,2,5,5,3,2,3,1,4,1,5,3,3,4,2,4,3,2,3,5,3,5,2,2,2,3,5,2,4,4,3,0,4 -Elsdorf,5,2,3,3,2,2,3,2,3,5,2,3,4,3,1,2,3,4,4,0,3,5,3,1,4,3,2,3,5,3,2,2,4,3,5,5,4,4,3,0,1,1,4,4,2,4,3,3,1,2,1,4,5,2,4,2,2,1,4,5,3,0,2,3,3,2,4,4,3,2,4,4 -Isselburg,4,1,1,3,3,1,4,3,4,4,2,5,2,2,5,3,4,3,1,5,2,2,2,2,4,2,2,2,3,1,4,3,4,5,5,3,1,3,5,1,3,5,1,3,0,2,4,3,3,1,2,3,0,3,3,1,2,2,3,2,1,3,5,4,2,0,3,3,3,2,3,5 -EmmerichamRhein,4,2,5,3,3,3,3,4,0,0,1,2,4,2,2,3,5,1,2,4,2,3,3,2,2,4,5,2,0,2,5,3,4,3,4,3,2,5,2,4,3,1,3,5,2,4,2,3,4,4,4,3,0,3,1,4,3,4,5,2,2,1,1,3,4,4,2,0,2,1,2,4 -Wachtberg,2,3,4,4,2,3,5,2,3,1,3,1,4,4,1,4,2,2,3,4,3,4,1,4,5,2,1,0,5,4,2,3,2,2,4,1,2,2,2,4,2,5,1,5,4,3,3,5,2,0,2,1,1,2,0,4,4,4,2,4,2,3,2,3,2,4,0,1,2,1,5,3 -BadMuenstereifel,3,2,5,5,2,4,1,2,4,3,2,3,4,3,1,2,3,0,2,3,2,3,0,2,5,0,3,3,3,2,2,5,3,4,3,4,2,3,3,2,3,0,3,2,2,4,2,5,1,4,4,4,4,2,1,2,2,3,1,5,4,2,2,2,1,4,0,4,2,5,4,1 -Heiden,3,0,4,4,3,4,1,1,4,3,4,4,3,5,3,2,2,4,4,3,2,1,1,3,3,3,0,4,5,2,4,3,0,0,5,3,5,3,2,4,4,4,5,5,4,2,3,1,4,1,1,3,2,2,4,3,4,2,2,5,3,2,2,0,4,1,3,2,3,3,1,4 -Wiehl,1,1,2,1,4,1,1,3,4,5,2,5,5,4,1,0,4,3,2,3,3,4,1,2,1,0,2,0,2,3,2,2,2,1,1,3,0,1,3,4,0,4,2,5,2,2,3,3,1,1,4,5,2,2,3,2,2,1,4,1,3,4,5,4,3,1,2,4,4,5,3,4 -Netphen,5,3,1,4,1,2,0,2,2,5,5,3,1,4,3,4,4,0,3,0,3,3,3,3,3,1,3,5,4,4,4,5,4,5,3,1,2,0,4,3,2,1,3,2,2,5,4,3,1,1,2,3,3,2,4,4,3,3,3,0,2,4,3,1,4,2,3,4,5,1,2,5 -Huellhorst,2,1,2,5,2,4,2,3,3,2,2,1,4,3,4,2,4,3,4,1,3,3,3,1,3,5,4,2,3,1,1,5,4,0,4,1,5,3,0,5,2,3,5,3,2,2,1,3,5,2,3,3,2,3,3,3,3,5,3,2,1,1,4,2,2,2,1,1,1,2,4,5 -Bedburg,2,3,4,4,3,2,3,4,3,2,5,5,3,3,3,2,2,1,4,1,4,3,3,3,5,1,4,1,4,5,4,0,2,3,1,5,1,1,2,0,3,3,3,2,2,1,2,3,2,4,4,2,4,2,1,4,3,3,0,3,4,2,4,5,4,5,5,3,3,2,5,1 -Huerth,4,3,3,3,4,1,3,2,2,3,4,1,1,3,2,4,4,3,3,4,3,4,3,1,3,4,4,5,0,4,2,3,3,5,1,4,0,4,2,1,1,1,3,4,3,3,4,4,4,2,1,5,4,4,5,3,4,3,4,2,2,3,2,0,3,2,4,4,2,2,3,4 -Hilchenbach,4,4,2,3,2,3,0,4,0,0,3,2,4,1,0,4,1,2,4,1,3,3,3,4,2,3,3,2,1,3,5,1,3,3,3,4,4,4,1,2,3,0,2,3,1,3,1,4,3,3,1,2,2,4,4,2,3,2,4,3,3,1,3,2,3,1,1,3,0,1,1,2 -Inden,1,4,5,5,2,1,5,3,3,4,2,4,3,5,4,4,4,2,3,3,3,4,4,3,3,1,4,3,4,2,3,3,1,2,5,2,2,4,3,2,4,2,2,2,1,4,3,3,4,4,5,3,4,0,2,4,2,4,2,2,3,4,3,0,3,3,2,4,4,3,3,0 -Schmallenberg,3,3,2,3,2,1,1,5,3,4,5,2,3,3,1,2,5,3,1,4,2,1,2,1,3,3,3,3,2,4,1,5,3,3,3,2,2,1,3,4,3,4,2,1,2,4,1,3,1,4,1,3,3,2,3,3,2,4,4,1,2,2,3,2,4,3,4,4,0,3,3,4 -Hueckelhoven,3,3,5,5,2,3,5,3,4,2,1,4,5,2,2,1,2,4,5,4,2,5,4,3,2,2,1,2,3,2,0,1,1,1,2,4,2,1,3,2,4,5,2,2,2,2,5,2,3,1,3,3,4,1,2,1,1,2,1,1,2,1,0,1,2,2,2,3,4,1,0,2 -Ennigerloh,5,2,3,2,3,4,3,4,4,3,2,1,4,3,4,5,4,2,2,3,4,3,4,5,1,3,1,1,1,0,1,1,2,0,2,1,3,3,3,3,1,4,4,4,3,4,4,2,3,5,3,5,3,4,4,5,4,3,4,3,5,1,3,3,1,4,2,4,3,2,3,1 -Zuelpich,3,4,4,2,4,3,4,3,3,2,4,1,4,2,4,4,2,1,0,3,3,2,1,1,3,4,4,4,4,1,3,1,2,1,2,0,3,5,0,2,3,5,4,3,1,1,3,2,2,4,3,0,3,4,2,2,4,2,3,4,1,3,4,4,4,1,2,2,4,4,4,2 -Olfen,2,2,0,1,4,3,2,2,1,2,2,2,3,0,4,4,4,1,3,3,1,2,3,4,3,0,1,4,2,4,4,1,4,2,0,1,4,4,5,5,5,2,5,1,1,1,2,3,3,2,3,0,2,5,4,4,3,3,4,2,4,2,3,4,2,1,3,1,2,4,2,1 -Ense,4,3,4,4,5,1,2,4,1,3,3,2,1,3,4,4,4,3,4,1,4,4,1,3,4,2,3,2,5,3,3,2,0,3,4,3,4,4,1,2,3,1,2,1,3,3,4,4,3,3,4,1,3,5,0,4,3,5,5,4,3,2,2,4,2,4,3,5,3,4,5,3 -Nordwalde,4,1,3,5,2,2,4,4,1,4,3,4,2,4,2,1,3,5,4,4,3,1,5,2,3,3,3,1,4,3,5,4,1,2,4,1,4,3,0,5,3,4,4,4,3,3,4,3,3,4,1,4,1,5,5,0,5,3,3,4,5,4,1,4,4,5,2,2,4,3,3,3 -Warendorf,4,2,5,3,2,2,2,1,3,3,2,2,3,3,5,3,3,1,4,2,3,1,2,0,3,1,4,1,2,4,2,0,5,2,4,2,3,4,4,1,4,3,3,2,3,2,3,4,2,5,1,3,0,3,3,2,5,3,2,4,2,3,1,4,4,2,4,2,3,4,2,5 -Sendenhorst,4,3,3,3,1,2,2,3,2,5,2,1,4,4,2,1,2,4,5,4,2,3,2,3,3,3,3,4,5,1,4,2,3,1,2,3,5,4,4,2,4,3,5,2,1,4,3,5,3,4,3,5,2,4,3,4,2,2,2,4,4,2,1,3,4,4,5,3,1,2,4,3 -Witten,2,3,5,2,2,1,3,2,4,3,2,4,4,4,1,4,4,0,3,5,2,4,2,4,3,4,4,4,2,4,2,5,2,2,3,3,5,5,2,4,4,1,2,2,0,5,5,3,2,4,3,4,4,0,5,0,1,1,1,4,1,4,2,0,2,0,3,3,4,5,3,3 -Willebadessen,1,4,2,2,2,1,1,3,4,2,1,2,0,4,1,4,2,0,4,3,4,3,4,4,1,2,1,5,1,4,2,3,5,4,1,3,3,4,2,3,4,4,5,2,1,1,0,4,0,5,4,2,5,4,4,3,4,4,5,4,5,4,3,1,4,2,3,1,2,3,1,5 -Grevenbroich,1,4,3,2,2,3,1,2,3,3,4,4,4,1,1,2,2,3,4,1,3,1,3,1,3,4,4,2,3,1,5,2,3,4,2,3,0,2,5,4,2,5,5,0,5,1,3,1,2,4,4,4,4,1,4,2,1,3,4,3,5,4,1,3,4,3,1,3,1,3,4,4 -Freudenberg,4,5,3,2,4,3,0,2,3,1,4,1,3,3,0,1,5,4,1,4,4,2,1,3,3,3,5,4,3,0,3,1,1,4,2,3,3,1,2,5,2,4,4,4,3,2,5,1,2,3,4,4,3,1,0,2,1,3,4,4,1,1,3,3,2,4,4,1,0,3,3,2 -Stadtlohn,0,4,3,3,3,5,2,1,3,2,3,2,5,5,1,3,3,4,3,5,3,4,3,3,2,2,4,4,3,4,3,5,2,1,2,2,2,3,2,0,3,4,3,3,4,1,4,3,3,0,5,4,2,2,3,1,2,3,0,4,4,1,2,2,2,3,2,3,2,2,2,4 -Bueren,0,3,1,0,3,3,2,2,5,2,1,0,5,1,2,5,3,1,3,3,5,3,1,1,1,4,4,1,4,0,4,2,3,1,2,4,4,4,2,3,4,5,4,3,0,3,1,3,1,4,1,1,4,4,2,4,3,1,3,3,5,4,4,1,3,1,3,3,1,4,3,1 -Duelmen,3,4,1,2,2,5,4,4,5,3,3,4,3,5,5,2,3,3,2,3,3,0,2,3,3,4,2,0,3,5,3,3,5,5,1,1,3,2,2,1,1,1,3,4,4,4,0,2,4,1,5,4,2,1,4,4,4,2,5,2,3,2,2,1,2,5,3,3,2,2,4,4 -Rheinberg,3,3,3,2,1,3,1,5,3,5,3,4,3,2,4,1,1,2,4,2,2,4,1,5,4,4,2,2,1,1,3,3,3,1,4,2,4,3,2,5,5,3,4,3,2,2,2,2,2,4,4,4,5,5,4,4,4,3,3,5,4,2,4,4,3,2,2,5,1,4,2,1 -Morsbach,4,1,4,3,4,1,2,5,5,2,3,2,3,4,2,4,2,3,1,1,4,1,1,4,3,3,2,1,4,5,5,4,1,5,0,2,1,3,3,1,2,5,4,2,3,3,1,4,3,1,2,3,4,1,3,0,3,1,5,2,2,5,3,3,1,1,2,2,4,3,2,1 -BadSassendorf,1,4,5,3,3,3,2,2,3,3,1,4,3,2,0,4,3,5,3,1,1,1,4,4,4,2,3,2,3,0,3,4,2,2,4,3,1,1,1,1,3,4,0,2,2,2,1,1,1,3,2,3,1,1,4,3,2,2,4,0,2,4,2,3,1,4,1,2,3,1,2,3 -Geldern,4,4,3,2,2,4,2,3,2,3,2,1,4,4,3,3,5,3,2,2,1,3,3,3,5,4,2,3,3,5,5,1,2,0,3,4,3,2,3,5,1,5,1,1,4,2,4,1,3,5,3,1,5,5,3,3,2,1,4,2,1,4,0,3,1,1,4,3,2,4,4,1 -Lage,4,1,4,4,2,2,2,3,4,3,2,1,5,1,3,4,3,3,1,4,2,3,1,2,4,4,4,3,1,3,2,3,1,1,1,2,3,1,3,0,4,3,2,3,0,2,3,2,1,3,1,3,4,3,3,3,2,4,2,1,2,1,0,3,1,3,3,5,4,3,3,5 -Burbach,2,3,3,3,3,3,2,3,4,4,4,4,4,4,1,4,3,2,2,4,4,5,3,4,4,3,1,2,3,2,3,1,5,1,5,5,4,4,3,2,2,3,4,4,3,3,2,2,0,2,3,4,2,1,3,3,2,1,4,5,4,2,2,3,2,2,3,4,4,4,3,4 -Guetersloh,3,0,3,4,4,3,3,4,4,4,3,0,5,1,5,3,2,0,4,2,2,0,4,3,4,5,4,2,3,2,2,3,2,3,0,3,4,5,2,2,4,4,2,2,3,5,3,2,1,2,4,4,3,2,0,0,1,4,1,4,4,4,3,3,3,1,2,5,5,1,2,4 -Schwelm,3,4,0,4,2,3,3,4,1,4,4,2,4,4,2,1,3,1,2,3,5,4,1,3,2,2,4,3,3,2,4,4,4,4,3,3,4,5,1,4,2,3,1,5,3,3,2,2,2,4,2,2,5,2,1,2,1,2,1,5,3,4,2,4,3,4,5,3,4,1,2,2 -Frechen,2,0,1,3,2,2,4,3,4,3,2,3,5,2,5,4,5,1,5,2,2,3,2,1,3,3,5,3,3,4,0,2,3,2,4,2,2,1,5,2,4,3,2,2,4,4,2,2,2,3,3,5,3,3,2,4,2,2,1,1,2,3,2,3,1,2,2,4,1,3,3,3 -Unna,1,1,2,5,3,4,2,3,2,4,1,5,1,3,5,4,4,0,4,2,3,2,4,3,4,4,3,1,3,1,1,2,0,1,3,5,1,3,2,4,4,2,2,2,0,2,2,3,1,3,1,2,4,1,4,0,1,2,1,4,3,3,4,3,0,1,3,4,5,1,2,1 -PreussischOldendorf,0,2,4,3,1,4,3,0,3,3,4,4,2,4,1,1,4,4,4,2,1,3,5,2,4,5,3,3,3,1,1,2,4,4,3,2,4,5,4,2,0,1,1,2,2,1,4,3,4,3,0,0,3,3,4,3,4,1,4,0,3,3,2,4,5,4,3,4,4,3,3,4 -Anroechte,3,2,3,2,1,4,1,3,2,3,3,5,0,1,3,4,2,3,3,2,3,5,2,4,4,0,3,2,4,5,3,2,1,3,0,5,2,5,3,3,3,2,2,2,3,3,0,4,3,1,0,0,1,2,1,3,1,0,1,3,2,1,2,4,4,3,4,1,4,3,1,3 -BadOeynhausen,2,2,5,1,3,3,2,5,3,3,4,3,1,4,2,1,3,5,2,2,4,1,3,3,2,2,5,1,2,5,2,2,2,4,1,3,4,3,4,4,4,5,2,3,5,3,2,2,4,3,3,1,1,3,3,3,2,4,4,3,2,5,3,4,2,2,2,2,0,2,2,4 -Saerbeck,3,3,4,3,0,3,4,2,5,1,5,4,1,4,3,2,4,2,2,4,2,3,4,4,4,3,3,1,3,4,1,4,0,4,3,3,3,1,3,4,3,1,1,4,3,2,1,3,2,0,2,1,3,2,2,3,3,1,5,5,3,1,3,3,1,1,1,1,3,4,2,4 -Blankenheim,3,2,1,3,2,1,2,3,3,2,3,4,3,1,4,4,1,2,3,3,5,2,2,1,1,3,3,3,2,4,3,4,0,2,3,2,5,2,3,2,4,3,3,3,5,4,4,3,2,3,4,3,5,5,2,2,4,4,1,4,3,1,1,5,2,4,3,1,4,1,2,1 -Korschenbroich,3,1,2,2,3,4,1,1,5,3,4,4,0,2,5,3,0,4,3,4,1,2,5,2,2,2,3,0,4,5,5,1,2,5,3,1,4,3,2,3,1,4,1,3,5,5,4,4,2,1,4,4,2,3,5,1,3,4,5,3,3,2,3,2,2,4,5,4,4,2,2,2 -Kreuzau,2,3,3,3,1,1,0,1,3,2,4,1,3,0,1,2,0,4,4,3,2,3,2,3,2,3,3,2,3,4,0,3,5,3,2,2,5,3,4,3,4,3,3,1,3,1,0,2,2,4,3,3,2,4,3,4,3,3,3,1,0,3,3,2,2,3,0,5,3,4,4,2 -Bergneustadt,2,2,2,1,1,3,1,2,2,3,3,2,1,5,2,3,2,3,3,4,3,4,4,5,4,4,2,5,4,3,2,4,3,2,5,3,1,3,1,3,4,4,3,4,4,1,3,2,3,4,4,5,2,1,2,3,3,1,0,1,1,1,2,1,1,0,5,3,2,1,0,4 -Kirchhundem,3,2,2,1,3,1,4,2,3,1,2,1,3,3,2,4,5,4,3,1,2,4,3,5,4,4,2,5,3,3,3,2,0,4,4,3,4,4,2,4,0,2,3,1,0,3,2,2,1,4,5,5,2,4,3,2,4,3,2,4,3,2,4,2,2,2,3,2,3,4,1,3 -Halver,4,3,2,0,2,3,1,3,2,5,2,2,5,4,1,2,4,3,2,4,2,2,2,3,3,0,1,0,3,2,1,2,4,4,3,2,3,3,4,5,1,1,4,2,2,4,3,4,1,5,2,0,3,4,3,5,1,1,3,3,3,4,1,4,3,2,3,2,5,3,1,4 -Arnsberg,2,4,2,4,5,3,3,4,5,4,1,4,4,3,5,4,3,0,2,2,4,4,1,5,5,2,4,4,1,2,2,2,5,0,1,0,2,3,1,4,2,4,4,3,3,3,2,5,1,3,3,2,0,2,2,4,5,3,3,4,1,3,2,2,4,0,4,5,3,1,1,3 -VoerdeNiederrhein,2,4,4,3,4,0,1,0,2,4,0,2,4,3,4,0,4,4,2,2,1,4,3,4,5,5,0,0,2,4,3,3,1,2,1,2,4,3,1,3,3,4,4,3,2,5,2,4,3,1,4,2,1,0,2,2,2,2,3,5,5,2,4,2,2,0,2,4,3,4,3,2 -Langenberg,5,5,3,2,4,3,4,3,2,5,2,3,5,3,2,1,2,2,0,5,2,2,3,2,4,0,2,1,1,1,1,4,3,2,1,5,1,2,2,4,2,2,5,3,3,4,1,3,3,2,4,1,4,2,5,3,4,3,0,5,4,3,2,0,4,4,4,5,3,4,4,3 -Alpen,4,3,1,2,3,2,3,1,3,1,1,3,5,0,3,1,4,3,1,3,2,3,4,4,2,5,1,5,0,1,1,2,1,2,5,2,2,2,2,4,0,3,2,2,5,3,2,4,4,4,3,5,2,3,3,0,1,4,3,4,3,4,1,2,3,2,1,3,2,4,3,1 -Warburg,4,4,2,5,3,4,4,1,4,4,3,1,4,3,4,4,3,4,4,4,0,3,2,2,4,3,3,5,3,1,5,3,2,2,1,2,2,3,1,1,1,4,4,3,4,3,2,0,3,3,5,5,4,3,3,1,3,1,4,3,4,3,2,2,2,2,5,2,3,4,2,3 -Niederkruechten,4,5,5,5,2,4,1,4,2,1,1,2,3,4,1,1,4,2,3,2,0,5,3,2,5,2,3,4,3,3,2,3,2,0,2,1,1,1,4,4,1,2,1,4,3,2,0,3,2,4,1,4,4,5,0,3,5,4,5,4,5,1,5,3,4,3,3,2,1,5,5,2 -Langerwehe,4,4,3,3,3,1,4,5,4,5,3,4,3,4,3,4,1,1,2,0,1,1,4,5,4,3,2,5,2,3,4,1,2,5,3,5,3,1,4,2,4,4,0,1,3,3,3,5,0,1,3,4,3,1,0,2,3,0,3,2,3,3,3,3,3,5,3,1,4,1,1,5 -Recklinghausen,4,4,4,3,1,0,4,2,2,2,4,4,1,0,2,4,3,2,4,3,2,4,4,4,4,4,1,4,1,2,4,4,3,1,1,0,3,3,1,4,2,2,4,4,3,5,1,5,5,4,1,2,4,1,3,2,4,2,4,4,3,4,4,2,3,1,1,4,4,4,2,3 -SchlossHolteStukenbrock,3,3,1,3,0,3,2,1,1,3,3,3,1,1,1,3,2,4,3,5,5,1,2,1,3,2,3,5,2,4,4,4,3,1,0,3,0,3,3,5,3,4,3,2,2,3,3,3,3,1,1,2,0,2,0,1,1,2,2,3,4,4,4,5,5,4,3,2,1,3,1,2 -Kreuztal,1,5,4,2,4,5,3,2,3,2,0,5,0,3,4,5,4,4,1,4,1,3,2,3,5,3,4,4,5,3,1,1,5,2,4,4,4,1,4,1,2,4,1,3,0,5,1,1,4,1,1,3,4,4,1,1,1,2,4,4,4,3,2,2,1,2,2,3,1,1,3,0 -Ennepetal,1,5,2,2,3,2,1,1,2,4,4,3,5,5,4,5,0,1,5,4,2,3,3,1,3,4,1,4,0,2,3,0,3,3,2,0,4,2,2,4,2,2,1,3,2,3,4,1,4,1,1,1,4,2,2,1,1,5,0,3,4,3,5,3,4,3,2,3,5,5,3,5 -Erwitte,5,1,4,4,2,1,1,2,3,3,0,4,2,3,0,1,4,1,4,4,1,0,1,4,1,1,3,3,3,4,5,3,1,2,2,5,1,3,2,1,4,1,2,4,2,1,5,4,4,3,4,3,5,3,4,0,3,3,1,0,5,3,1,5,2,3,4,1,3,4,4,3 -Selfkant,1,3,3,4,4,3,2,3,4,2,1,2,2,1,3,4,2,4,2,2,4,1,1,1,2,2,3,3,4,2,1,4,4,3,4,3,2,1,3,3,5,4,2,2,4,1,3,4,3,1,4,3,3,3,1,1,5,1,2,4,2,4,3,2,4,3,1,0,3,3,4,2 -BadBerleburg,3,3,1,4,4,4,4,2,1,3,4,3,3,2,3,4,4,1,4,2,3,3,3,5,4,0,2,4,3,1,3,3,4,2,0,3,5,2,3,3,4,0,1,2,1,1,3,4,2,2,4,1,2,2,4,5,5,4,3,3,3,3,4,1,4,2,2,3,5,0,3,4 -Schermbeck,1,3,5,4,2,1,1,2,1,1,3,3,5,2,3,3,2,4,2,4,3,2,4,5,5,2,1,4,3,0,2,3,4,1,4,4,3,5,4,1,5,3,1,5,5,2,2,2,1,4,3,5,2,3,3,2,0,4,1,3,5,2,4,3,2,3,4,4,4,2,2,4 -Luebbecke,2,3,1,3,2,1,1,1,4,1,0,1,2,5,4,4,3,3,2,2,4,4,3,3,4,3,4,3,4,3,4,4,2,3,4,4,5,3,2,4,3,3,3,0,1,1,4,2,3,3,2,1,4,1,4,0,2,5,0,0,2,4,4,0,1,3,2,3,4,3,3,4 -Sprockhoevel,3,1,5,3,1,2,2,3,3,3,4,3,3,4,3,5,2,2,1,3,2,0,4,2,0,3,5,5,3,0,2,4,4,1,2,1,4,0,5,4,3,1,5,1,4,4,3,3,4,3,2,3,2,4,1,2,2,2,3,5,3,3,5,1,2,0,3,1,3,3,4,3 -Meinerzhagen,4,5,0,0,5,4,4,3,1,4,2,4,3,2,1,0,2,4,3,2,1,3,4,4,2,1,2,5,5,2,2,4,1,3,5,3,4,3,4,3,2,3,3,3,4,3,3,3,4,4,5,2,4,2,3,3,2,2,3,5,4,0,3,4,2,4,2,3,4,3,3,2 -Hattingen,0,3,5,4,4,2,5,4,4,4,2,2,3,2,4,4,4,5,4,1,1,1,2,2,4,3,2,4,2,3,3,1,1,2,3,4,2,4,4,1,2,3,4,0,2,3,1,3,4,1,5,2,2,3,1,1,2,3,0,2,1,4,3,4,2,1,3,0,1,4,3,1 -Olsberg,2,4,3,4,1,0,4,4,1,3,3,3,4,2,1,2,1,1,2,3,3,1,1,0,2,4,3,4,2,2,3,4,2,3,2,5,4,3,2,2,3,4,2,2,4,3,3,1,2,1,3,0,1,5,4,5,1,0,1,3,2,2,2,2,2,3,5,3,1,2,3,2 -Kall,2,4,1,4,1,3,2,2,1,2,0,1,2,0,4,3,4,1,4,2,4,4,3,3,2,2,1,2,5,3,0,3,3,3,2,4,2,0,1,1,4,3,4,1,4,4,4,3,2,1,4,1,0,4,1,1,2,5,2,2,3,1,2,3,2,2,1,4,4,2,2,5 -Blomberg,1,2,4,4,3,5,3,4,1,3,3,4,3,2,1,2,2,3,1,1,5,5,0,2,2,1,4,2,5,2,0,3,4,5,3,3,4,4,1,4,3,1,1,5,4,1,4,3,1,3,2,3,4,2,4,4,2,4,2,3,3,2,3,2,3,3,2,5,3,2,4,4 -BadLaasphe,4,1,2,0,5,3,2,0,3,2,4,3,3,3,3,1,1,1,3,1,5,3,4,3,0,2,3,3,5,4,4,2,3,5,1,3,4,2,1,4,3,1,4,1,3,4,3,4,2,1,5,3,3,1,4,2,2,3,1,3,3,1,2,3,3,1,5,4,4,3,4,2 -NeunkirchenSeelscheid,4,2,3,5,1,4,4,1,3,2,2,2,1,3,3,4,1,2,1,4,3,1,2,3,2,3,3,4,3,2,2,1,5,3,1,4,4,3,4,2,1,4,3,0,4,0,2,4,1,2,3,3,3,3,2,4,4,1,5,1,3,3,3,1,5,4,1,2,2,3,2,1 -Schalksmuehle,4,2,2,3,3,1,2,3,4,4,3,2,4,1,5,5,1,1,1,3,3,0,5,2,4,3,3,3,3,0,5,3,4,1,1,4,1,4,4,2,2,1,5,2,2,3,3,5,2,2,4,2,2,3,4,4,4,0,4,3,3,2,3,1,2,0,4,3,3,3,1,4 -Dortmund,4,0,3,2,2,5,2,1,2,4,3,2,0,5,2,1,4,4,3,4,1,2,4,3,5,5,4,1,1,2,2,3,5,1,5,4,2,2,3,3,4,1,1,3,1,3,4,2,3,3,4,2,3,0,4,1,2,3,2,0,4,5,3,2,3,1,4,1,4,2,4,3 -Neunkirchen,2,3,3,3,4,3,2,4,4,3,3,2,5,4,3,0,3,2,2,2,1,1,3,4,4,4,2,2,3,2,3,2,1,4,0,5,2,5,2,4,2,4,4,3,2,2,3,2,3,5,1,5,3,5,3,5,3,2,2,1,0,4,2,3,2,2,2,3,2,5,2,1 -Boenen,0,3,4,4,4,2,2,4,4,5,2,1,2,3,5,4,0,2,4,3,3,2,2,3,1,4,5,2,3,2,5,2,1,4,4,2,2,5,4,4,1,1,2,3,3,3,2,3,2,3,1,4,1,3,3,3,3,4,4,3,3,0,2,2,4,4,0,2,1,0,3,1 -Rietberg,4,3,3,2,0,1,3,2,2,3,2,0,2,2,4,1,2,1,5,4,3,3,4,1,2,3,2,3,5,3,4,1,2,2,2,3,2,0,1,1,4,3,1,4,3,4,2,4,3,5,3,2,3,4,2,2,3,2,3,4,5,1,3,3,1,2,1,2,5,4,3,3 -KampLintfort,2,1,2,2,4,4,0,3,2,3,4,3,0,1,2,2,2,0,3,4,2,5,2,5,2,3,2,3,2,4,4,3,2,3,4,4,2,2,2,4,4,2,2,0,4,2,2,2,1,3,3,2,4,4,2,1,1,2,1,3,4,1,4,2,1,4,4,4,2,2,0,1 -Kranenburg,4,5,4,4,1,4,3,5,0,1,1,1,2,2,2,1,5,0,3,5,5,1,4,4,1,3,3,5,1,5,3,3,2,3,0,3,3,3,4,4,4,3,5,1,5,0,3,1,0,4,0,3,2,3,2,3,3,5,4,2,5,5,5,3,4,2,4,5,3,0,3,2 -Willich,3,2,3,1,2,2,4,3,5,2,2,3,2,2,1,1,2,5,3,1,5,4,3,2,4,2,4,3,3,2,3,3,2,4,4,4,4,3,4,3,3,4,3,3,3,1,3,1,3,4,1,2,2,4,2,4,4,4,4,4,1,1,2,4,2,4,1,3,3,3,1,4 -Drensteinfurt,1,2,4,3,3,3,2,2,3,3,3,4,4,2,1,5,3,3,4,0,4,4,4,2,1,1,3,0,5,2,3,3,5,3,2,1,3,4,3,1,3,4,3,3,2,3,2,1,1,4,4,3,5,2,1,4,4,2,3,4,2,3,4,2,3,3,4,3,4,1,0,4 -Minden,1,4,2,4,3,3,3,1,2,4,2,2,0,4,5,4,3,5,2,4,3,1,4,2,2,1,1,4,0,0,2,2,3,0,2,4,2,3,1,5,1,1,4,4,1,4,3,2,3,2,2,2,5,2,2,1,4,2,3,2,1,2,4,2,4,5,4,4,2,1,3,2 -Moehnesee,2,5,2,1,0,4,3,2,2,2,4,2,4,4,4,4,1,2,2,3,2,4,0,2,2,3,3,2,3,1,2,4,2,4,3,2,3,4,1,0,4,0,3,3,5,3,2,0,2,2,4,5,4,1,4,1,2,1,5,2,1,3,3,5,4,3,2,4,3,1,2,0 -Hemer,5,4,1,5,1,2,0,2,2,3,3,4,3,2,3,2,4,3,4,3,3,5,2,2,5,3,5,2,1,4,4,1,3,3,3,1,5,1,3,3,3,3,2,0,3,2,3,2,3,5,5,3,2,2,2,3,3,2,2,3,0,4,0,2,1,3,3,3,3,2,4,1 -BadHonnef,2,1,1,1,4,3,1,2,0,2,3,2,4,5,2,3,0,2,2,3,2,5,1,1,1,2,3,2,3,3,4,3,4,3,2,5,1,1,2,5,2,1,1,2,4,5,3,3,3,1,3,4,3,1,2,4,3,5,4,1,4,0,1,2,3,1,4,3,3,2,3,3 -Reichshof,2,0,2,2,3,3,2,1,1,3,0,4,2,3,3,3,3,4,3,1,1,4,2,2,3,1,2,2,4,3,4,2,2,3,3,0,3,5,3,5,4,4,3,4,2,3,1,2,2,2,5,3,4,3,4,4,3,4,2,3,4,3,2,5,2,4,2,5,4,4,4,1 -Juelich,4,2,4,3,4,2,1,5,0,3,2,5,1,2,5,5,4,3,0,3,5,1,4,1,5,4,1,3,4,3,4,3,3,3,3,4,4,1,4,0,5,2,2,3,3,3,3,4,1,4,1,3,3,0,3,2,2,0,1,5,3,3,3,1,2,2,3,1,2,1,1,2 -Borchen,2,3,1,4,3,4,1,2,4,3,1,2,1,4,4,3,4,4,4,3,2,0,4,5,5,1,2,0,3,1,3,4,1,1,4,5,4,2,1,1,5,3,2,3,3,5,3,1,2,1,2,2,3,1,5,2,3,0,3,2,1,3,0,1,2,3,3,1,1,1,4,3 -Hiddenhausen,0,3,2,0,5,2,1,4,4,3,3,3,3,2,1,3,1,4,0,1,5,2,5,4,1,3,4,3,3,3,4,2,1,4,5,4,2,5,2,2,4,3,1,2,2,5,1,2,2,3,3,3,4,2,0,2,5,2,2,1,5,3,4,2,0,3,3,4,1,5,3,2 -Nuembrecht,5,1,2,4,0,2,4,4,3,1,2,5,4,3,4,5,4,3,3,2,2,4,5,1,3,5,0,3,2,3,2,5,4,3,2,3,4,5,3,1,5,2,4,3,3,5,1,5,3,2,3,3,4,5,4,4,2,2,0,3,2,4,3,2,5,3,0,4,2,4,2,3 -MonheimamRhein,2,2,3,3,4,2,1,2,4,5,2,1,1,3,0,2,1,0,3,3,3,1,4,2,4,4,3,0,0,0,2,1,3,4,4,3,5,1,3,1,2,3,4,1,4,3,4,2,5,3,5,1,3,3,4,4,3,4,3,1,2,5,4,1,2,2,2,5,3,4,1,5 -NeukirchenVluyn,4,2,3,1,3,3,4,3,1,1,4,2,1,4,2,4,3,3,2,1,2,3,2,1,0,4,3,5,4,4,3,3,4,3,4,0,1,4,1,4,1,4,3,0,4,5,4,4,0,0,3,4,3,4,2,1,3,0,4,5,4,4,2,2,3,3,5,3,4,2,0,3 -Rheinbach,3,3,4,3,4,5,4,2,2,1,3,4,5,5,2,2,2,3,2,4,4,4,4,3,1,2,1,1,2,2,1,4,4,3,2,1,2,3,5,3,3,5,1,1,3,2,1,2,2,3,1,2,3,3,2,2,4,4,1,1,4,5,3,3,4,5,2,0,3,2,2,3 -HennefSieg,0,5,4,3,5,2,4,3,2,3,4,2,1,1,5,3,5,3,4,1,4,2,1,2,2,4,0,3,3,1,3,4,4,4,5,1,3,5,3,1,3,1,4,2,1,2,2,3,3,4,3,1,2,4,2,4,3,5,3,2,3,1,3,5,2,1,2,2,4,3,4,3 -Swisttal,5,4,5,2,5,1,5,4,2,4,5,4,4,4,3,3,5,2,2,3,3,4,2,1,4,5,3,4,1,2,1,5,4,3,3,4,1,0,2,1,0,3,4,2,4,1,3,3,2,4,4,3,1,3,3,3,5,2,0,3,3,4,4,1,3,0,3,0,1,4,2,3 -Lohmar,3,2,2,3,3,1,2,3,3,3,1,3,3,3,0,1,4,4,0,2,4,4,2,3,5,4,4,2,3,4,2,1,1,1,3,2,1,4,5,3,4,2,1,3,3,2,4,3,3,4,2,3,1,3,3,2,1,3,1,1,0,2,2,1,1,3,4,2,2,3,4,3 -Weilerswist,2,3,1,1,4,2,2,5,4,3,2,2,2,1,2,4,2,5,1,3,2,2,3,2,0,3,2,2,4,4,3,5,5,2,2,4,4,4,1,5,5,3,4,3,2,0,1,5,4,3,1,0,5,5,3,1,3,3,4,3,2,2,1,5,2,3,3,4,3,3,2,5 -Borgentreich,1,3,1,3,2,2,0,3,3,3,1,3,2,4,3,3,4,3,1,2,2,2,4,0,3,4,3,1,4,4,4,4,3,3,1,2,3,4,2,2,2,3,3,3,3,2,4,3,5,3,2,3,1,2,3,2,4,4,4,1,2,2,4,2,3,4,3,3,4,0,4,4 -PortaWestfalica,4,2,4,1,4,5,3,5,1,4,3,5,4,1,5,4,4,3,3,4,2,3,3,3,4,2,2,2,2,2,2,4,4,4,2,4,4,4,2,3,5,2,1,4,4,1,4,3,3,0,4,3,2,1,3,4,4,4,3,3,4,3,2,4,3,0,4,3,2,4,4,3 -Merzenich,4,4,4,3,3,3,5,3,5,2,3,4,1,1,3,4,1,5,5,1,4,2,3,2,4,5,1,4,4,3,3,2,4,3,4,1,3,1,2,3,3,3,3,4,4,3,3,2,3,3,1,4,2,1,4,3,3,0,4,3,3,4,2,3,2,1,4,1,1,3,1,3 -Brilon,1,3,1,3,1,3,3,3,3,2,2,2,3,1,5,2,3,3,2,1,3,3,2,5,3,4,2,5,3,1,3,4,3,4,1,3,2,2,2,1,5,2,5,2,2,0,3,2,4,3,2,3,2,3,1,5,4,1,1,2,1,4,2,1,2,3,3,3,1,4,3,3 -Kaarst,1,3,0,1,1,3,2,3,1,3,4,1,4,1,2,4,2,5,1,3,2,3,3,3,3,3,1,2,4,3,2,4,2,3,3,4,4,5,3,3,4,5,5,3,1,3,3,4,2,2,2,3,5,0,1,3,2,1,1,2,4,2,3,3,4,5,3,2,4,3,2,5 -Marl,1,3,1,2,4,3,4,3,4,3,4,1,2,3,5,2,4,4,3,1,2,4,2,1,4,2,3,2,1,2,4,3,4,3,3,3,2,3,4,4,2,4,1,2,3,1,3,3,1,1,4,4,1,3,4,0,2,3,4,4,4,2,4,5,4,3,4,3,3,2,2,5 -Dorsten,2,2,5,2,2,0,1,1,2,1,3,3,1,1,4,1,2,3,4,3,0,2,3,1,3,1,3,3,1,1,0,1,4,2,4,4,2,4,3,4,5,3,2,4,4,2,2,3,4,2,3,3,3,2,5,4,2,2,3,1,1,4,1,5,3,1,3,4,3,1,4,3 -Oerlinghausen,3,4,2,1,3,0,1,2,4,3,1,4,4,3,3,3,3,3,2,2,4,4,5,3,4,3,4,1,4,4,4,5,5,1,2,1,2,0,3,2,0,2,1,1,3,3,0,4,1,4,3,4,2,1,3,0,3,1,2,2,4,1,4,5,1,0,4,2,2,5,4,3 -Grefrath,4,2,3,4,4,4,0,3,1,3,1,4,3,5,3,3,4,4,2,2,1,3,4,3,4,3,3,4,0,4,2,4,3,1,5,2,4,0,0,5,0,3,3,2,4,4,2,2,1,1,5,1,2,4,5,2,3,3,5,3,3,4,2,4,5,4,2,3,1,4,0,3 -Nettersheim,1,1,2,1,3,3,5,5,1,3,3,3,3,3,2,2,2,5,3,4,2,4,1,4,2,4,5,4,2,5,1,3,1,3,2,4,3,4,3,3,5,0,3,2,4,3,3,5,2,3,4,3,4,3,4,4,5,1,2,3,4,2,5,2,4,2,5,1,4,2,3,5 -Rhede,2,4,1,5,3,4,4,1,0,3,2,2,2,1,1,3,3,3,2,4,3,2,4,3,1,3,2,4,0,3,2,2,3,4,5,4,3,0,4,1,4,5,1,3,0,2,0,4,3,3,2,3,5,0,3,4,2,4,3,2,4,3,0,1,5,4,4,4,0,2,2,3 -Altena,3,2,1,2,4,2,3,3,4,5,0,4,2,4,3,3,1,5,5,3,3,4,2,3,4,3,3,4,0,1,2,3,1,4,1,2,3,5,1,5,3,2,1,3,0,5,2,2,1,0,3,1,4,5,5,3,3,1,5,2,3,2,4,4,2,3,4,0,4,5,4,5 -WetterRuhr,3,3,1,3,2,3,3,4,3,4,2,2,1,4,3,3,3,2,1,0,3,1,5,4,4,0,4,4,4,4,4,3,3,4,4,1,3,4,2,2,1,2,4,4,4,2,4,5,3,3,4,1,1,5,3,2,1,3,3,5,2,2,3,5,4,1,4,3,2,1,4,1 -BadDriburg,2,2,3,3,5,3,4,4,2,4,2,2,3,1,2,2,4,3,1,1,3,4,3,2,4,5,3,3,3,3,3,2,2,1,0,4,3,5,4,0,2,0,3,2,3,5,0,3,1,3,2,4,4,3,3,4,1,3,4,2,4,5,3,5,4,0,2,0,3,4,3,4 -Ruppichteroth,3,3,3,3,4,1,2,5,1,2,5,2,1,2,2,4,3,4,3,4,2,1,4,2,4,0,2,4,4,4,2,4,2,3,3,5,3,5,3,1,2,3,2,4,5,2,1,2,4,4,0,2,2,2,2,4,4,4,2,2,4,1,2,3,1,3,4,3,1,4,4,4 -Siegburg,3,4,3,4,3,0,1,3,4,4,2,4,3,3,4,2,3,0,4,0,4,5,2,3,5,0,2,5,5,1,4,1,2,4,2,5,3,2,2,4,3,1,4,4,2,1,2,0,1,2,3,2,4,4,2,2,1,4,3,3,3,4,3,2,2,5,1,3,2,1,4,4 -Hagen,1,2,3,2,2,2,2,3,5,2,4,1,3,4,4,5,2,3,2,3,4,2,2,1,4,2,4,4,5,2,3,4,5,1,3,3,2,2,3,5,5,3,2,1,2,3,2,1,4,4,3,3,4,1,4,5,2,1,2,1,4,3,2,3,4,3,4,5,2,3,4,1 -Herscheid,3,2,4,4,1,3,1,1,2,3,5,1,2,4,1,2,2,5,2,3,2,1,2,2,2,3,4,4,4,1,4,2,4,1,2,3,5,3,4,4,2,4,2,4,1,2,3,3,3,2,0,1,1,1,3,4,0,3,3,5,5,4,4,2,0,4,5,0,0,3,0,3 -Altenbeken,2,2,4,2,5,0,1,1,2,3,3,1,3,2,3,2,3,4,3,4,3,3,5,3,0,1,3,4,2,5,5,2,1,4,4,2,1,3,4,1,3,2,3,2,2,1,1,4,2,4,2,2,3,2,1,1,3,5,2,2,2,1,4,2,3,1,1,4,4,2,3,1 -Meckenheim,4,4,5,5,3,2,0,5,2,3,2,3,2,0,4,2,3,5,4,2,5,3,2,1,3,1,4,4,5,3,2,3,3,3,3,5,3,2,1,3,5,3,1,2,4,3,2,2,2,3,1,3,3,4,3,4,2,2,3,2,3,1,4,2,2,2,4,3,2,5,2,1 -Reken,4,1,1,2,2,3,4,5,3,5,4,3,2,2,2,3,3,1,5,2,2,5,2,2,3,1,1,3,1,2,4,1,3,2,3,0,4,3,5,4,4,4,3,3,1,4,0,0,5,3,4,1,4,4,5,4,4,3,3,0,2,3,4,3,2,1,2,4,2,4,2,2 -Leopoldshoehe,0,2,4,3,3,4,5,1,2,5,1,1,2,4,2,5,3,0,3,2,4,2,1,2,1,1,1,4,5,4,2,1,5,5,3,1,2,4,4,3,2,4,3,1,3,3,4,1,3,2,3,2,5,1,1,1,1,3,2,4,2,5,4,2,4,1,1,2,0,2,1,2 -Wegberg,4,3,3,1,4,3,3,4,3,5,3,2,3,5,4,4,3,1,2,3,2,5,2,1,2,2,5,3,3,4,2,4,2,2,3,4,3,3,2,5,3,1,3,4,2,3,3,4,1,3,3,3,3,2,5,3,2,3,3,3,3,4,2,3,4,4,1,3,1,2,2,2 -Dueren,4,3,2,3,4,1,3,5,0,4,4,4,4,3,3,5,3,4,3,1,4,4,2,2,3,1,4,1,3,3,5,2,4,2,3,3,4,0,5,2,4,0,1,3,1,4,3,3,4,3,1,2,2,1,2,4,4,2,5,4,1,2,4,3,2,5,3,5,2,2,4,2 -Ladbergen,2,2,4,4,1,5,2,2,2,3,5,4,5,2,4,4,3,4,3,5,1,3,3,1,2,4,4,3,1,1,3,5,5,3,2,2,1,5,1,2,0,4,4,3,1,3,2,3,1,3,3,2,2,2,3,1,0,3,3,1,4,1,1,4,1,3,2,1,2,1,1,4 -Neuenkirchen,2,4,2,3,4,1,4,5,1,1,4,1,4,4,3,2,3,3,3,2,1,3,5,2,2,2,4,5,3,3,5,4,2,1,5,4,5,3,4,1,3,3,1,4,1,4,0,2,4,1,2,4,1,4,1,4,4,3,5,1,0,4,0,4,2,1,4,4,3,3,4,1 -Lindlar,4,3,1,5,4,4,2,3,3,3,4,4,4,2,4,5,2,4,2,3,3,0,5,2,4,1,1,4,3,0,2,1,0,2,5,4,5,4,2,4,1,2,2,1,0,4,0,2,3,0,3,3,1,3,3,1,2,3,3,2,5,5,3,4,2,5,3,1,3,3,1,3 -Kempen,2,4,3,0,3,1,2,5,2,2,1,5,3,2,4,4,5,4,5,1,2,3,2,0,0,2,4,1,2,2,2,2,3,4,1,4,3,3,2,5,2,0,3,4,3,1,3,3,3,0,3,2,4,4,3,1,3,2,1,2,4,4,3,2,2,4,1,4,1,3,1,4 -Legden,1,3,3,4,4,2,2,1,4,3,3,3,2,3,5,5,3,5,4,2,4,1,3,2,5,4,1,1,4,4,3,3,4,2,0,3,2,2,2,1,2,5,1,4,2,2,3,5,4,3,2,4,2,4,3,5,2,4,1,2,3,3,4,1,2,4,2,3,1,4,1,1 -Rommerskirchen,2,3,1,3,5,2,5,4,0,3,2,4,5,5,1,4,4,3,2,3,1,4,5,1,0,5,5,2,1,3,1,4,2,2,5,3,3,3,4,0,5,2,1,4,2,4,1,1,1,3,3,2,4,4,4,3,1,1,3,5,0,2,4,1,2,4,4,1,3,5,3,3 -Hueckeswagen,2,3,4,5,1,2,2,5,1,2,4,2,2,2,0,3,5,3,0,1,2,3,1,3,4,1,1,4,3,4,1,1,1,5,3,3,4,4,1,2,5,3,4,2,3,2,1,1,2,5,2,2,3,3,2,2,4,4,2,4,2,5,2,3,4,3,3,3,5,5,4,4 -Wadersloh,2,4,5,2,1,3,4,4,2,2,4,2,2,1,2,4,3,1,4,2,2,5,4,4,3,1,3,4,1,5,3,2,3,2,4,0,4,0,0,3,4,5,2,5,4,3,4,3,4,3,4,4,3,1,4,0,3,3,3,4,2,1,2,5,2,3,4,4,3,3,3,5 -Bornheim,3,2,2,5,1,3,3,3,3,4,1,4,2,5,3,5,3,3,2,2,4,4,4,0,3,0,1,3,5,3,3,5,1,1,1,2,4,4,3,2,3,2,2,2,3,2,0,4,3,2,3,1,2,1,5,3,3,4,0,3,3,4,2,2,2,1,3,2,4,2,3,3 -Waldbroel,3,2,1,4,2,0,1,1,3,0,2,5,5,4,4,2,2,0,3,4,4,2,0,1,2,2,1,3,3,2,2,4,4,4,3,3,1,2,2,2,4,5,1,0,4,4,1,4,2,1,1,1,2,3,2,2,1,4,5,1,2,3,0,0,1,1,5,1,2,2,3,1 -Telgte,0,2,2,3,2,2,2,3,4,2,3,1,5,3,1,1,4,3,3,5,2,2,4,5,4,4,2,3,1,1,3,3,4,3,4,1,2,2,0,1,5,3,2,2,0,4,2,1,1,5,3,2,2,2,4,1,3,2,0,3,3,3,1,0,4,3,4,3,5,4,1,3 -Dormagen,0,4,4,2,4,3,3,2,3,4,4,5,1,5,1,0,3,2,4,5,3,2,4,2,3,3,1,1,1,4,4,1,3,4,5,4,3,1,4,4,5,2,2,2,2,4,3,3,4,3,3,3,5,3,4,3,4,3,2,2,2,2,4,2,3,1,1,4,4,1,1,1 -Nordkirchen,3,3,1,2,2,5,4,5,1,5,4,0,4,2,2,2,4,2,4,2,2,4,1,0,4,5,4,0,5,3,4,2,4,5,4,2,2,1,2,1,2,3,0,5,5,2,4,3,3,3,5,4,3,5,3,3,0,2,3,3,2,4,4,4,1,3,4,4,0,1,1,3 -Niederkassel,2,4,4,5,3,5,1,3,2,0,2,1,1,4,3,2,3,3,5,2,2,1,4,2,3,1,5,5,3,4,2,2,1,3,4,3,3,4,5,0,2,1,3,2,4,4,5,3,3,4,3,3,2,5,5,4,4,2,5,2,0,2,4,1,3,5,1,5,3,5,1,3 -Balve,3,5,1,4,3,2,2,3,1,1,4,4,2,3,3,4,1,0,1,1,4,1,4,1,4,0,3,3,1,3,3,3,3,4,1,3,3,4,4,2,1,3,4,3,0,3,2,3,4,2,4,1,3,3,3,2,4,2,1,4,4,5,4,1,1,3,5,2,1,4,3,2 -Billerbeck,2,2,3,2,4,3,0,3,1,1,5,1,4,2,4,4,2,2,1,1,1,3,3,0,4,0,4,4,2,1,4,1,4,2,2,3,4,5,5,4,4,3,1,2,1,3,5,2,1,1,2,1,4,1,3,3,2,4,4,2,4,4,1,5,3,5,5,2,2,5,2,4 -Altenberge,4,1,2,2,0,2,2,1,3,1,5,5,5,3,3,4,2,2,3,4,4,3,3,3,3,1,2,5,4,4,4,4,4,4,3,4,3,4,1,2,3,4,2,1,4,1,4,1,3,3,1,4,1,2,3,5,4,5,1,1,3,3,4,4,3,3,3,1,0,3,2,1 -Heiligenhaus,5,4,4,2,1,2,5,2,2,5,0,3,4,4,3,2,3,2,0,3,3,2,4,4,4,2,2,4,3,4,4,1,2,4,4,3,4,1,2,4,1,3,4,4,3,3,3,4,4,3,5,4,2,1,2,3,4,3,0,4,2,2,2,3,2,0,3,4,4,4,3,4 -Ochtrup,2,3,3,3,3,3,3,3,2,4,4,4,4,3,4,2,4,3,4,2,4,3,1,3,4,5,2,5,3,2,2,3,2,3,4,0,3,1,4,0,3,4,0,1,4,3,1,4,4,4,0,4,2,0,4,3,3,2,5,4,3,3,2,5,3,2,1,2,1,3,2,3 -Velen,4,5,3,2,1,2,4,3,4,3,5,2,3,3,5,2,4,5,1,4,2,3,3,2,3,4,3,3,2,3,2,2,1,3,4,3,1,1,2,4,2,3,2,3,2,2,3,3,2,2,3,3,5,5,3,1,3,4,3,2,2,2,1,1,3,2,2,0,4,5,3,4 -Wassenberg,2,4,0,4,1,4,1,1,3,5,4,4,2,2,2,4,1,3,5,3,2,4,4,3,1,4,4,2,5,3,4,2,3,5,4,0,2,1,2,0,1,3,4,3,2,4,3,4,4,1,3,5,4,3,3,1,2,3,5,2,3,4,3,2,4,4,1,3,2,4,4,0 -Harsewinkel,3,0,4,1,3,3,4,3,2,5,4,1,3,2,3,5,3,2,2,4,3,4,5,4,4,1,4,1,2,3,1,3,1,0,1,2,2,4,4,3,4,2,5,4,1,5,1,3,0,1,3,3,2,1,3,2,2,2,1,1,4,4,2,1,4,2,1,2,5,5,0,3 -Erftstadt,2,1,2,1,4,4,1,2,2,2,2,5,3,4,2,0,0,3,4,3,3,2,2,4,3,2,1,2,4,1,3,4,0,2,3,2,3,4,2,3,1,2,3,3,2,3,5,2,3,0,3,1,2,4,1,1,1,4,2,4,3,2,4,4,3,4,4,3,3,2,3,2 -Rees,5,4,4,2,4,2,5,1,4,3,2,3,2,2,2,2,5,2,2,3,3,2,0,2,2,3,4,3,2,4,4,2,1,2,3,3,4,4,1,3,0,4,5,3,1,2,5,2,4,2,1,3,2,3,4,2,3,3,4,1,4,4,2,2,3,2,1,2,4,4,2,4 -Heek,3,4,2,3,5,1,0,2,2,1,4,2,4,4,4,0,3,3,1,3,3,0,0,3,4,2,0,2,5,5,4,3,4,1,3,0,3,4,5,2,3,2,3,3,3,1,2,1,4,3,5,5,2,2,3,3,2,1,5,4,0,3,2,0,4,3,3,1,1,3,3,4 -Hoexter,3,3,4,3,0,4,4,1,4,1,4,0,4,0,4,2,3,3,2,5,3,3,2,3,2,4,3,1,2,2,3,3,5,3,2,2,3,2,3,2,4,1,4,2,1,1,0,2,4,3,1,4,2,3,1,3,4,3,4,2,2,4,4,2,5,3,1,1,2,4,1,0 -Vlotho,2,4,2,4,2,4,4,4,3,1,2,3,3,4,2,5,1,3,3,4,2,4,3,1,3,3,3,2,0,3,3,3,2,3,5,5,5,4,0,4,4,4,4,3,2,3,0,3,4,0,4,4,3,4,5,3,1,3,3,2,1,3,2,0,3,2,2,3,2,5,2,3 -Aldenhoven,4,5,3,3,3,1,5,2,5,3,4,5,2,4,2,4,3,1,4,3,2,5,4,2,4,4,1,3,1,2,4,4,4,1,3,4,4,1,3,2,4,0,0,3,4,1,4,4,4,2,3,4,3,4,5,1,4,1,4,2,3,0,3,3,2,1,2,3,3,4,3,5 -EsloheSauerland,4,0,5,4,4,3,4,0,5,3,5,2,4,2,2,4,4,2,3,1,4,1,4,0,2,2,3,2,1,2,0,3,4,5,2,3,3,2,3,1,4,2,4,3,3,2,1,1,3,3,2,4,2,4,2,5,4,1,4,4,4,2,4,3,1,2,5,3,1,4,3,5 -Dahlem,1,1,1,1,4,2,2,1,3,4,5,5,2,3,5,2,4,1,4,4,1,0,1,3,2,0,3,0,0,2,1,3,5,1,1,5,4,2,4,0,2,0,4,3,2,2,2,4,3,3,5,2,1,5,5,4,1,4,3,3,2,3,1,1,2,3,4,2,2,3,3,1 -Gescher,4,4,2,1,2,4,4,1,3,3,2,3,1,2,4,2,2,2,1,3,2,4,4,4,2,1,2,3,3,4,3,0,2,3,5,3,3,4,1,1,3,4,5,5,2,3,3,2,0,3,5,1,1,3,4,3,4,3,3,2,1,4,2,5,2,1,3,5,0,3,5,4 -Wachtendonk,1,1,4,4,1,3,5,3,2,3,1,1,3,4,2,2,1,2,1,4,4,2,1,4,2,2,3,2,0,4,4,2,3,3,5,1,1,3,3,3,5,4,1,2,4,5,1,5,3,3,2,4,2,3,1,5,4,3,1,3,5,4,4,4,4,1,2,5,2,4,3,4 -Herne,3,4,4,2,3,4,4,3,5,2,3,1,3,2,3,3,1,3,3,3,1,4,5,3,1,4,0,1,2,1,3,3,3,0,2,3,4,1,3,4,4,2,0,3,4,2,4,2,3,2,0,2,3,5,3,1,1,2,2,3,3,3,3,2,3,4,4,2,3,3,4,2 -HalternamSee,4,3,4,2,1,2,2,4,2,5,1,2,1,2,3,0,4,5,3,4,3,2,4,3,5,1,0,3,4,5,2,4,1,1,2,0,3,1,4,2,4,1,3,3,5,4,1,2,1,2,2,2,3,4,0,3,2,2,1,2,3,2,3,3,2,3,2,0,2,3,4,4 -Toenisvorst,0,4,4,2,3,3,5,3,0,3,3,3,2,3,3,3,3,1,4,1,4,1,5,3,3,3,3,4,3,2,1,5,2,4,3,2,2,1,2,1,2,1,1,4,5,1,3,1,3,5,3,5,4,0,2,2,1,1,2,5,4,3,1,2,3,3,3,4,0,2,3,1 -Moers,4,4,0,2,4,3,2,3,2,2,1,1,4,4,1,3,5,2,3,2,5,4,3,5,1,3,1,3,4,4,2,3,3,4,3,2,4,4,1,4,1,1,1,2,2,3,3,2,2,3,1,3,3,4,0,1,2,5,5,4,4,3,2,3,2,0,2,4,3,1,1,3 -Schlangen,4,3,5,4,1,2,4,4,3,1,2,3,1,4,5,2,4,2,5,3,4,4,3,2,2,2,2,4,3,1,3,4,5,5,4,1,4,5,3,2,4,2,1,5,4,0,2,2,3,5,2,2,3,4,5,3,4,3,3,3,4,4,2,2,1,3,5,4,2,3,4,5 -Meschede,1,2,5,4,2,1,2,2,4,2,4,4,0,2,2,4,2,2,4,1,2,3,5,4,3,4,2,4,1,3,2,4,0,1,1,5,3,4,3,2,2,3,5,3,2,3,2,2,2,4,1,4,3,1,1,3,2,2,2,2,4,4,5,4,2,4,2,2,4,1,3,1 -Dinslaken,4,3,3,4,4,0,1,4,4,2,2,1,2,2,2,0,3,3,3,2,2,2,1,4,4,0,5,5,4,1,3,3,3,5,1,1,2,4,2,0,1,4,4,4,4,5,1,4,4,4,3,2,5,0,4,2,1,5,3,4,5,3,4,4,2,2,4,1,3,2,4,2 -Kerpen,3,3,1,3,0,3,2,4,3,3,3,2,1,4,0,1,5,0,1,2,4,3,5,4,2,3,1,3,2,2,5,1,2,4,3,3,1,1,3,2,3,3,5,3,4,4,3,2,2,2,3,4,4,3,3,0,4,0,3,2,1,2,2,1,4,5,4,4,2,2,2,4 -Koenigswinter,2,4,2,2,4,5,3,4,0,3,2,1,1,2,4,3,2,4,0,4,3,4,2,2,1,1,5,3,3,3,3,0,4,3,0,2,4,3,2,1,4,5,4,5,5,3,2,4,4,3,4,3,2,1,0,4,3,1,3,2,2,1,4,2,2,3,2,3,3,3,3,5 -Kierspe,1,4,2,3,5,4,4,2,3,1,4,3,2,2,3,3,1,3,3,1,0,2,1,0,1,3,3,4,1,4,2,3,2,2,3,2,0,4,4,2,1,4,5,4,1,4,1,1,2,3,0,2,3,4,2,4,2,3,4,1,4,4,4,1,3,4,5,1,1,4,3,5 -Marienheide,3,1,2,1,4,1,4,1,3,1,3,1,5,4,1,1,4,3,1,2,2,3,1,4,1,4,3,1,2,2,3,0,3,4,1,4,5,1,2,1,4,4,2,4,4,1,3,5,3,1,2,4,4,0,2,1,2,2,4,3,3,5,3,1,3,3,4,2,4,2,4,2 -Winterberg,3,5,1,4,3,1,3,3,5,5,3,2,5,1,3,3,2,1,4,3,3,0,4,2,2,2,4,4,1,3,3,3,2,2,3,0,2,4,4,5,5,2,3,4,2,3,2,2,2,0,2,4,3,2,1,2,2,2,3,3,2,3,0,3,1,4,4,3,5,4,2,3 -Aachen,3,1,4,4,4,4,4,2,4,4,4,4,4,1,3,0,3,3,2,0,4,1,4,2,4,1,1,2,5,4,2,5,0,2,2,3,2,5,3,4,3,2,2,3,2,4,5,4,2,4,4,4,4,3,4,4,1,4,1,1,1,5,3,3,4,3,4,2,2,3,4,1 -Alsdorf,4,2,4,1,1,1,2,3,4,3,3,1,3,3,2,4,2,4,3,2,3,2,2,1,2,3,3,2,4,5,3,3,2,3,0,4,5,4,2,3,4,1,4,4,4,4,3,1,2,1,3,2,2,4,4,2,2,5,3,4,2,3,4,0,2,5,4,5,3,3,2,2 -Baesweiler,3,2,2,3,3,0,2,4,3,4,0,4,1,5,1,2,1,3,1,1,4,2,4,2,4,4,4,0,1,4,4,3,0,1,5,3,4,4,3,2,4,4,4,0,0,3,2,3,3,3,3,3,4,3,2,1,1,1,3,5,2,3,1,4,1,2,0,4,2,0,2,0 -Eschweiler,3,4,2,3,3,2,1,4,3,5,4,3,2,4,3,2,2,4,4,2,2,4,2,1,2,3,4,2,3,3,4,3,5,2,2,3,1,3,2,3,4,2,3,5,4,3,5,4,2,4,4,1,2,3,4,1,4,4,1,3,4,3,1,5,2,3,2,0,5,4,3,3 -Herzogenrath,3,0,2,2,5,4,3,2,3,0,3,2,2,4,2,1,1,4,4,5,1,3,2,3,3,2,3,4,2,3,2,5,2,3,3,4,1,2,4,3,3,2,1,5,3,4,2,4,5,2,4,4,1,2,1,4,3,5,1,4,4,0,4,2,4,3,3,2,3,3,0,3 -Monschau,2,3,2,2,1,0,1,3,3,3,1,4,2,3,5,4,2,1,5,2,1,4,5,2,4,1,4,3,4,2,4,3,3,2,3,2,1,2,1,3,2,4,2,2,3,1,2,3,3,4,2,4,4,1,1,0,2,3,4,3,4,4,4,1,1,1,4,3,5,3,4,0 -Roetgen,3,3,5,3,3,4,2,2,2,3,1,4,1,3,2,3,0,3,1,2,3,1,2,2,5,4,1,1,3,1,2,1,3,5,3,2,3,4,2,2,4,4,3,3,1,4,4,2,5,2,2,2,4,3,2,3,5,2,3,5,5,3,2,3,0,3,3,2,0,2,5,5 -Simmerath,1,4,4,2,5,3,3,2,0,3,3,4,3,2,5,3,1,3,3,2,3,3,4,1,4,2,0,3,2,1,5,5,5,4,5,0,3,1,2,4,2,4,4,2,4,3,2,3,1,0,1,2,4,4,2,3,5,4,1,2,2,1,0,2,2,2,2,5,5,2,2,5 -StolbergRhld,1,4,4,1,2,4,5,2,2,2,2,5,3,2,2,0,2,4,2,2,3,0,1,3,2,2,3,4,1,4,3,4,3,2,5,0,2,4,3,4,4,0,5,2,0,1,3,4,3,0,5,2,3,4,3,2,4,2,5,1,3,1,3,4,4,1,3,5,3,4,1,5 -Vreden,4,1,5,4,4,1,3,5,2,2,2,3,3,4,0,3,0,2,2,3,4,3,3,2,2,3,5,3,4,1,1,2,2,3,3,2,4,3,1,3,4,1,3,3,2,4,1,1,3,3,5,3,2,3,0,2,4,3,1,2,3,0,3,2,4,3,4,0,1,4,3,2 -Wuerselen,1,2,3,5,5,3,1,3,2,1,1,3,3,3,3,3,4,3,3,3,1,5,1,3,3,4,1,3,4,3,2,5,4,4,3,3,4,3,4,2,3,2,1,3,0,2,3,3,4,4,4,1,0,3,3,4,2,2,2,3,4,4,4,5,4,1,4,4,2,4,1,4 +,milchkuehe,mutterkuehe,aufzucht_miku,jungvieh_miku,mastkaelber,mastvieh_gross,zuchtsauen,mastsauen,mastpoulets,legehennen,pferde,schafe,ziegen,kaelber_miku,brotgetreide,futtergetreide,koernermais,silomais,zuckerrueben,futterrueben,kartoffeln,raps,soja,sonnenblumen,huelsenfruechte,andKulturen,obst,beeren,andDauerkulturen,ackerbrache,kunstwiese,extWiese,streueTorf,hecken,wenigIntWiese,naturWiese,extWeide,naturWeide,forst,hochstamm,gemuese +10110,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4,3,4,3,3,4,5,4 +10290,4,4,5,3,5,2,4,4,4,5,4,5,2,4,4,4,5,3,5,2,4,4,4,5,4,5,2,4,4,4,5,3,5,2,4,4,4,5,4,5,2 +10310,5,4,4,4,5,3,1,5,4,4,5,3,3,1,5,4,4,4,5,3,1,5,4,4,5,3,3,1,5,4,4,4,5,3,1,5,4,4,5,3,3 +11730,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2,2,5,5,3,4,4,2 diff --git a/data/social_networks.csv b/data/social_networks.csv index 15f850d9..db38260a 100644 --- a/data/social_networks.csv +++ b/data/social_networks.csv @@ -1,378 +1,5 @@ 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-StolbergRhld,1,0,0,0,1,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,1,0,0,1,1,0,0,0,1,0,0,0,1,0,0,1,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,0,1,1,0,1,0,1,1,1,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,1,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,1,1,0,0,1,1,0,0,1,0,1,0,1,0,1,1,0,0,1,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,1,0,0,1,0,0,1,0,0,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0,1,0,1,1,1,0,0,0,1,1,0,0,0,1,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 -Vreden,0,1,0,1,0,0,0,1,1,1,1,0,1,0,0,1,1,0,0,1,1,0,0,1,1,1,0,0,1,1,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1,0,1,0,1,1,0,1,0,1,0,1,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,1,0,1,1,1,0,1,1,0,0,0,1,0,1,0,1,0,1,0,1,0,0,0,0,0,1,0,1,1,0,1,1,0,0,1,1,1,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,1,0,1,0,0,1,1,0,0,1,1,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,1,1,0,1,0,1,0,1,0,1,0,1,1,1,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,1,0,1,0,0,0,1,0,1,0,0,1,0,0,1,1,0,0,0,1,0,1,0,0,1,0,1,1,0,0,0,0,1,0,1,1,0,0,0,0,1,0,1,1,1,0,1,1,0,1,0,1,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,1,0,0,1,1,0,1,1,1,0,1,0,1,0,1,1,0,1,1,0,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,1,0,1,0,0,1,1,0,1,0,1,1,0,0,0,1,1,1,0,1,0,0,0 -Wuerselen,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1,1,0,0,0,1,1,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,1,0,1,1,0,1,0,0,0,0,0,1,0,0,1,1,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,1,1,1,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,1,1,0,0,0,1,0,1,0,1,1,1,0,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,1,1,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,1,0,1,1,0,1,0,1,0,1,1,1,0,0,1,0,1,1,1,0,1,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,1,0,0,1,0,0,1,0,1,0,0,1,1,0,1,0,1,0,0,0,1,0,0,1,0,0,0,1,0,0,1,1,0,1,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +,10110,10290,10310,11730 +10110,0,1,1,0 +10290,0,0,0,1 +10310,1,0,0,1 +11730,0,1,1,0 diff --git a/data/yearly_prices.csv b/data/yearly_prices.csv deleted file mode 100644 index 461c14b8..00000000 --- a/data/yearly_prices.csv +++ /dev/null @@ -1,11 +0,0 @@ -"year","price" -1999,3.8 -2000,3.75 -2001,3.8 -2002,3.85 -2003,3.8 -2006,3.85 -2007,3.95 -2008,3.85 -2009,4.1 -2010,3.7 \ No newline at end of file diff --git a/projdir/DataBaseIn/data_FARMIND.gms b/projdir/DataBaseIn/data_FARMIND.gms new file mode 100644 index 00000000..85e00336 --- /dev/null +++ b/projdir/DataBaseIn/data_FARMIND.gms @@ -0,0 +1,71 @@ +Parameter FARMIND (s_agentenID) / + +10110,215209.69 +10290,455089.50 +10310,97245.41 +11730,63013.96 +11740,83810.94 +11800,80311.90 +11870,42466.04 +12650,115583.89 +12691,14230.53 +13110,71308.12 +13220,30261.63 +14430,43845.31 +14990,139898.32 +15530,133785.53 +15730,121855.45 +15850,70226.87 +16450,253956.35 +16620,136864.77 +16850,72971.63 +17482,207109.82 +17723,48158.35 +18020,65773.43 +19970,120718.53 +20110,5198.30 +21160,36248.88 +21370,100607.38 +21820,64404.50 +22040,78216.60 +22650,182468.79 +22742,-8945.54 +23142,354009.56 +24410,146381.48 +24620,38946.72 +25190,481626.20 +25211,117910.17 +25330,62889.50 +25703,80831.47 +28320,59346.84 +28330,78502.27 +28760,450855.56 +29133,6785.91 +29372,-126940.79 +29490,174771.47 +29500,87691.98 +30080,255981.38 +30200,16249.41 +30470,46268.69 +30760,121861.76 +30790,954929.04 +31830,342518.33 +32051,47230.19 +32191,58506.64 +32933,20903.38 +32970,59066.61 +33270,77219.05 +33550,198079.32 +33790,56970.60 +33811,42523.34 +34590,91101.72 +35090,278949.31 +35352,17961.60 +35403,-11851.99 +35540,88672.80 +36473,64727.08 +36493,178211.76 +36570,133926.82 +36722,7220.49 +36970,-17994.37 +/; diff --git a/projdir/DataBaseIn/data_FARMINDLandData.gms b/projdir/DataBaseIn/data_FARMINDLandData.gms new file mode 100644 index 00000000..dd0bd010 --- /dev/null +++ b/projdir/DataBaseIn/data_FARMINDLandData.gms @@ -0,0 +1,330 @@ +Parameter data_FARMINDLandData(s_agentenID,s_pflanzen) / + +10110,silomais, 9.56 +10110,andKulturen, 5.62 +10110,andDauerkulturen, 1.10 +10110,wenigIntWiese, 0.45 +10110,naturWiese, 1.60 +10110,naturWeide, 0.70 +10110,forst, 3.74 +10110,hochstamm, 70.00 +10290,silomais, 10.74 +10290,futterrueben, 1.23 +10290,andKulturen, 12.37 +10290,naturWiese, 3.39 +10290,forst, 7.00 +10290,hochstamm, 150.07 +10310,wenigIntWiese, 12.99 +10310,naturWiese, 11.17 +10310,soemmerung, 7.00 +10310,forst, 5.84 +11730,wenigIntWiese, 2.01 +11730,naturWiese, 9.44 +11730,forst, 0.57 +11730,hochstamm, 35.00 +11740,wenigIntWiese, 0.90 +11740,naturWiese, 12.39 +11740,forst, 1.17 +11800,wenigIntWiese, 5.05 +11800,naturWiese, 15.90 +11800,soemmerung, 6.71 +11800,forst, 20.60 +11870,extWiese, 1.48 +11870,wenigIntWiese, 3.70 +11870,naturWiese, 18.13 +11870,soemmerung, 26.48 +11870,forst, 18.00 +12650,wenigIntWiese, 3.96 +12650,naturWiese, 27.23 +12650,soemmerung, 4.00 +12650,forst, 7.83 +12691,kunstwiese, 3.64 +12691,wenigIntWiese, 0.56 +12691,naturWiese, 3.81 +12691,forst, 1.47 +13110,silomais, 4.77 +13110,andKulturen, 0.02 +13110,wenigIntWiese, 0.74 +13110,naturWiese, 8.46 +13110,forst, 1.48 +13110,hochstamm, 56.00 +13110,gemuese, 4.73 +13220,extWiese, 0.60 +13220,hecken, 3.61 +13220,naturWiese, 10.67 +13220,forst, 14.61 +14430,wenigIntWiese, 1.05 +14430,naturWiese, 15.75 +14430,forst, 13.27 +14990,silomais, 5.32 +14990,andKulturen, 3.10 +14990,wenigIntWiese, 0.23 +14990,naturWiese, 2.94 +14990,forst, 2.44 +14990,hochstamm, 58.32 +15530,koernermais, 3.85 +15530,silomais, 5.69 +15530,andKulturen, 4.79 +15530,extWiese, 3.63 +15530,naturWiese, 0.22 +15730,silomais, 7.93 +15730,soja, 0.59 +15730,andKulturen, 2.67 +15730,extWiese, 7.78 +15730,hecken, 0.07 +15730,forst, 1.08 +15850,koernermais, 5.75 +15850,silomais, 4.74 +15850,hecken, 0.25 +15850,wenigIntWiese, 1.38 +15850,naturWiese, 10.14 +15850,forst, 0.42 +15850,gemuese, 1.06 +16450,silomais, 6.56 +16450,futterrueben, 0.04 +16450,andKulturen, 6.23 +16450,wenigIntWiese, 1.03 +16450,naturWiese, 6.17 +16450,naturWeide, 0.40 +16450,forst, 3.07 +16450,hochstamm, 40.00 +16620,silomais, 3.20 +16620,andKulturen, 2.99 +16620,naturWiese, 6.86 +16620,forst, 2.22 +16620,hochstamm, 60.03 +16850,obst, 0.29 +16850,beeren, 1.41 +16850,wenigIntWiese, 0.62 +16850,naturWiese, 1.26 +16850,naturWeide, 6.23 +16850,forst, 1.52 +17482,silomais, 3.26 +17482,sonnenblumen, 3.39 +17482,andKulturen, 5.67 +17482,extWiese, 3.21 +17482,naturWiese, 0.18 +17482,forst, 2.04 +17723,soja, 1.79 +17723,andKulturen, 3.60 +17723,extWiese, 0.63 +17723,naturWiese, 0.26 +17723,forst, 1.42 +18020,streueTorf, 0.15 +18020,hecken, 0.10 +18020,wenigIntWiese, 0.46 +18020,naturWiese, 15.33 +18020,forst, 6.50 +18020,hochstamm, 41.62 +19970,zuckerrueben, 4.65 +19970,sonnenblumen, 10.07 +19970,andKulturen, 1.47 +19970,extWiese, 1.14 +19970,hecken, 0.14 +19970,forst, 0.30 +20110,wenigIntWiese, 1.38 +20110,naturWiese, 10.19 +21160,wenigIntWiese, 0.28 +21160,naturWiese, 14.03 +21160,soemmerung, 5.40 +21160,forst, 5.48 +21370,wenigIntWiese, 8.11 +21370,naturWiese, 16.15 +21370,forst, 2.01 +21820,extWiese, 0.97 +21820,streueTorf, 1.10 +21820,hecken, 0.45 +21820,naturWiese, 10.21 +21820,forst, 0.23 +22040,silomais, 4.42 +22040,andKulturen, 0.88 +22040,wenigIntWiese, 0.53 +22040,naturWiese, 4.94 +22040,forst, 2.12 +22650,silomais, 6.57 +22650,andKulturen, 5.81 +22650,wenigIntWiese, 0.75 +22650,naturWiese, 7.02 +22650,forst, 0.25 +22650,hochstamm, 65.04 +22742,hecken, 0.55 +22742,naturWiese, 7.57 +22742,forst, 0.71 +22742,hochstamm, 17.99 +23142,silomais, 1.68 +23142,soja, 0.15 +23142,andKulturen, 3.87 +23142,wenigIntWiese, 4.51 +23142,naturWiese, 0.01 +23142,extWeide, 0.47 +23142,forst, 2.67 +24410,silomais, 1.82 +24410,andKulturen, 1.58 +24410,wenigIntWiese, 0.65 +24410,naturWiese, 14.27 +24410,hochstamm, 63.63 +24620,wenigIntWiese, 0.25 +24620,naturWiese, 19.85 +24620,hochstamm, 116.07 +25190,soja, 6.36 +25190,andKulturen, 11.04 +25190,reben, 4.66 +25190,extWiese, 3.91 +25190,forst, 1.67 +25211,reben, 15.10 +25211,extWiese, 3.06 +25211,forst, 1.80 +25330,reben, 9.06 +25330,extWiese, 0.36 +25330,forst, 0.91 +25703,reben, 4.84 +25703,hecken, 0.88 +25703,forst, 0.61 +28320,wenigIntWiese, 9.07 +28320,naturWiese, 10.63 +28320,forst, 1.84 +28330,zuckerrueben, 10.15 +28330,andKulturen, 0.40 +28330,tabak, 2.21 +28330,extWiese, 2.78 +28330,streueTorf, 0.09 +28330,hecken, 0.24 +28330,forst, 1.00 +28330,gemuese, 2.26 +28760,silomais, 6.16 +28760,andKulturen, 13.65 +28760,hecken, 0.02 +28760,wenigIntWiese, 1.10 +28760,naturWiese, 6.84 +28760,forst, 1.44 +28760,hochstamm, 82.00 +29133,hecken, 0.24 +29133,wenigIntWiese, 6.51 +29133,naturWiese, 3.56 +29372,hecken, 0.05 +29372,naturWiese, 1.35 +29372,naturWeide, 4.13 +29372,hochstamm, 135.00 +29490,silomais, 8.15 +29490,andKulturen, 5.57 +29490,naturWiese, 7.17 +29490,forst, 0.42 +29490,hochstamm, 146.23 +29500,silomais, 9.05 +29500,kunstwiese, 2.76 +29500,extWiese, 7.23 +29500,hecken, 0.05 +29500,naturWiese, 10.48 +29500,forst, 14.98 +30080,silomais, 4.32 +30080,andKulturen, 5.75 +30080,wenigIntWiese, 0.61 +30080,naturWiese, 5.96 +30080,hochstamm, 55.30 +30200,wenigIntWiese, 16.39 +30200,naturWiese, 1.90 +30200,forst, 12.65 +30470,hecken, 0.03 +30470,wenigIntWiese, 0.91 +30470,naturWiese, 12.55 +30470,forst, 1.71 +30760,silomais, 5.30 +30760,soja, 1.96 +30760,andKulturen, 2.49 +30760,extWiese, 3.25 +30760,forst, 1.85 +30790,andKulturen, 23.10 +30790,ackerbrache, 0.84 +30790,extWiese, 0.25 +30790,extWeide, 0.05 +30790,forst, 0.18 +30790,hochstamm, 5.00 +31830,silomais, 3.71 +31830,soja, 2.24 +31830,andKulturen, 4.07 +31830,wenigIntWiese, 4.90 +31830,forst, 3.36 +32051,silomais, 0.15 +32051,futterrueben, 0.15 +32051,andKulturen, 0.46 +32051,hecken, 0.09 +32051,naturWiese, 8.14 +32051,forst, 1.37 +32051,hochstamm, 36.04 +32191,silomais, 2.45 +32191,zuckerrueben, 0.55 +32191,andKulturen, 0.20 +32191,extWiese, 2.15 +32191,naturWiese, 3.62 +32191,forst, 1.58 +32933,wenigIntWiese, 0.36 +32933,naturWiese, 7.13 +32933,soemmerung, 2.49 +32933,forst, 3.00 +32933,hochstamm, 16.23 +32970,wenigIntWiese, 1.01 +32970,naturWiese, 13.18 +33270,extWiese, 0.73 +33270,naturWiese, 11.36 +33270,forst, 1.12 +33270,hochstamm, 90.00 +33550,silomais, 18.43 +33550,andKulturen, 4.41 +33550,extWiese, 5.48 +33550,streueTorf, 1.33 +33550,wenigIntWiese, 12.12 +33550,forst, 2.23 +33790,wenigIntWiese, 6.85 +33790,naturWiese, 10.37 +33811,extWiese, 1.19 +33811,naturWiese, 7.03 +34590,naturWiese, 14.51 +34590,forst, 1.23 +34590,hochstamm, 139.09 +35090,silomais, 6.08 +35090,andKulturen, 6.47 +35090,wenigIntWiese, 0.67 +35090,naturWiese, 15.17 +35090,hochstamm, 131.34 +35352,silomais, 2.89 +35352,andKulturen, 0.65 +35352,andDauerkulturen, 4.63 +35352,wenigIntWiese, 0.16 +35352,naturWiese, 1.47 +35352,hochstamm, 36.00 +35403,silomais, 1.41 +35403,andKulturen, 0.23 +35403,hecken, 0.08 +35403,naturWiese, 3.87 +35403,forst, 0.29 +35403,hochstamm, 49.00 +35540,silomais, 7.15 +35540,andKulturen, 3.18 +35540,hecken, 0.11 +35540,naturWiese, 5.96 +35540,forst, 0.88 +35540,hochstamm, 356.41 +36473,extWiese, 1.15 +36473,naturWeide, 3.94 +36473,forst, 2.55 +36493,andKulturen, 4.33 +36493,extWiese, 5.15 +36493,hecken, 0.12 +36493,naturWeide, 0.63 +36493,forst, 3.21 +36493,hochstamm, 19.93 +36570,silomais, 7.66 +36570,soja, 0.54 +36570,andKulturen, 3.93 +36570,extWiese, 2.16 +36570,forst, 1.25 +36722,extWiese, 5.27 +36722,streueTorf, 1.36 +36722,hecken, 0.19 +36722,naturWiese, 5.06 +36970,streueTorf, 0.86 +36970,hecken, 0.07 +36970,wenigIntWiese, 0.72 +36970,naturWiese, 21.93 +36970,forst, 0.34 +/; diff --git a/projdir/Grossmargin_P4,00.csv b/projdir/Grossmargin_P4,00.csv deleted file mode 100644 index 677d60c8..00000000 --- a/projdir/Grossmargin_P4,00.csv +++ /dev/null @@ -1,378 +0,0 @@ -Municipality,GMAverage,Pre-Sow-Herbicide,Post-Sow-Herbicide -Ahaus , 416.06,spre3 ,spost39 -Beckum , 310.99,spre3 ,spost3 -Bruehl , 356.05,spre3 ,spost39 -Hoevelhof , 483.23,spre3 ,spost3 -Hopsten , 514.56,spre3 ,spost3 -Lippetal , 377.80,spre3 ,spost3 -Nottuln , 376.54,spre5 ,spost12 -Ostbevern , 494.92,spre5 ,spost37 -Greven , 464.40,spre5 ,spost37 -Hamm , 336.71,spre4 ,spost18 -Hamminkeln , 479.25,spre5 ,spost37 -Mechernich , 288.71,spre3 ,spost3 -Moenchengladbach , 380.41,spre4 ,spost12 -Salzkotten , 464.42,spre3 ,spost3 -Selm , 289.79,spre4 ,spost18 -Lotte , 437.76,spre3 ,spost3 -Holzwickede , 440.06,spre4 ,spost12 -Juechen , 418.45,spre5 ,spost37 -Luedinghausen , 283.25,spre4 ,spost18 -Hilden , 490.42,spre3 ,spost3 -Borgholzhausen , 485.52,spre5 ,spost37 -Kirchlengern , 488.37,spre3 ,spost3 -Marienmuenster , 464.67,spre3 ,spost3 -Sonsbeck , 481.96,spre3 ,spost3 -Straelen , 413.17,spre4 ,spost12 -Wuppertal , 461.88,spre4 ,spost12 -Suedlohn , 424.66,spre5 ,spost37 -Leverkusen , 462.18,spre5 ,spost37 -Schwerte , 437.61,spre4 ,spost12 -Engelskirchen , 322.25,spre5 ,spost37 -Werl , 448.80,spre4 ,spost12 -Wesseling , 482.61,spre3 ,spost3 -Tecklenburg , 449.76,spre5 ,spost37 -Mettmann , 528.92,spre4 ,spost12 -Bocholt , 480.32,spre5 ,spost37 -Schleiden , 149.46,spre3 ,spost3 -Ratingen , 453.47,spre4 ,spost12 -Meerbusch , 406.72,spre4 ,spost12 -Hellenthal , 129.44,spre3 ,spost18 -UebachPalenberg , 440.01,spre3 ,spost3 -Bestwig , 382.69,spre5 ,spost37 -Lengerich , 448.64,spre5 ,spost37 -Radevormwald , 308.62,spre3 ,spost3 -Siegen , 456.56,spre5 ,spost37 -Soest , 449.93,spre4 ,spost12 -Issum , 424.77,spre3 ,spost3 -Waltrop , 385.46,spre5 ,spost37 -CastropRauxel , 360.47,spre4 ,spost18 -Nettetal , 370.35,spre4 ,spost12 -BadSalzuflen , 350.53,spre2 ,spost3 -Rahden , 429.07,spre3 ,spost3 -Steinfurt , 468.86,spre5 ,spost37 -Lemgo , 505.09,spre3 ,spost3 -Hoerstel , 486.83,spre5 ,spost37 -Nieheim , 460.35,spre3 ,spost3 -Steinheim , 482.12,spre3 ,spost3 -Ruethen , 356.17,spre5 ,spost37 -BadWuennenberg , 292.62,spre5 ,spost37 -Vettweiss , 376.64,spre5 ,spost37 -Luenen , 355.48,spre4 ,spost18 -Bochum , 369.50,spre4 ,spost18 -Delbrueck , 522.00,spre3 ,spost3 -Gangelt , 437.29,spre3 ,spost3 -Kerken , 417.57,spre3 ,spost3 -Horstmar , 416.58,spre5 ,spost37 -Barntrup , 475.78,spre3 ,spost3 -Ascheberg , 283.54,spre3 ,spost3 -Wenden , 432.98,spre5 ,spost37 -Drolshagen , 422.96,spre5 ,spost37 -Geseke , 390.83,spre3 ,spost3 -Kevelaer , 402.40,spre4 ,spost12 -Hille , 449.23,spre3 ,spost3 -Heinsberg , 392.52,spre4 ,spost12 -Goch , 473.19,spre3 ,spost3 -Neuenrade , 434.71,spre3 ,spost3 -Loehne , 480.20,spre3 ,spost3 -Windeck , 397.47,spre5 ,spost37 -Mettingen , 471.33,spre5 ,spost37 -Muenster , 368.26,spre5 ,spost37 -Alfter , 385.35,spre4 ,spost18 -Rheurdt , 440.45,spre3 ,spost3 -Rheine , 432.13,spre5 ,spost37 -Augustdorf , 399.79,spre5 ,spost37 -Stemwede , 399.33,spre5 ,spost37 -Troisdorf , 512.90,spre3 ,spost3 -LangenfeldRhld , 419.55,spre3 ,spost3 -Extertal , 477.42,spre3 ,spost3 -Metelen , 482.78,spre5 ,spost37 -Wipperfuerth , 216.84,spre3 ,spost3 -Schoeppingen , 397.83,spre5 ,spost37 -Uedem , 461.74,spre4 ,spost12 -FroendenbergRuhr , 464.14,spre3 ,spost3 -Coesfeld , 359.54,spre5 ,spost37 -Kalkar , 505.64,spre3 ,spost3 -Sassenberg , 500.53,spre5 ,spost37 -Viersen , 406.81,spre4 ,spost12 -Buende , 480.64,spre3 ,spost3 -Oelde , 411.66,spre3 ,spost3 -SchiederSchwalenberg, 505.84,spre3 ,spost3 -Spenge , 495.42,spre3 ,spost3 -Wesel , 462.98,spre3 ,spost3 -WickedeRuhr , 459.34,spre4 ,spost12 -Steinhagen , 460.34,spre4 ,spost18 -Bielefeld , 502.33,spre3 ,spost3 -Olpe , 419.47,spre3 ,spost3 -Werdohl , 449.93,spre5 ,spost37 -Kamen , 397.67,spre4 ,spost18 -Emsdetten , 439.58,spre5 ,spost37 -Brakel , 454.00,spre3 ,spost3 -Roedinghausen , 503.26,spre3 ,spost3 -Xanten , 496.90,spre3 ,spost3 -Haan , 494.99,spre4 ,spost12 -HalleWestf , 518.08,spre5 ,spost37 -Gladbeck , 381.20,spre4 ,spost18 -Heimbach , 259.36,spre5 ,spost37 -Beelen , 483.13,spre5 ,spost37 -Medebach , 288.60,spre3 ,spost3 -NachrodtWiblingwerde, 462.46,spre5 ,spost37 -HornBadMeinberg , 459.25,spre3 ,spost3 -Warstein , 433.10,spre5 ,spost37 -Luegde , 487.56,spre3 ,spost3 -Luedenscheid , 435.53,spre5 ,spost37 -Schwalmtal , 407.91,spre3 ,spost3 -Gummersbach , 170.11,spre3 ,spost3 -Ahlen , 297.71,spre3 ,spost3 -Senden , 322.33,spre3 ,spost3 -Werne , 295.65,spre4 ,spost18 -Iserlohn , 431.05,spre4 ,spost12 -Titz , 384.05,spre4 ,spost12 -Enger , 499.16,spre3 ,spost3 -Herford , 506.90,spre3 ,spost3 -Recke , 458.39,spre5 ,spost37 -Finnentrop , 407.37,spre3 ,spost3 -Waldfeucht , 409.48,spre5 ,spost37 -RhedaWiedenbrueck , 465.43,spre3 ,spost3 -Brueggen , 403.57,spre3 ,spost3 -Erkelenz , 416.74,spre5 ,spost37 -Weeze , 444.77,spre3 ,spost3 -Wilnsdorf , 430.59,spre5 ,spost37 -Datteln , 349.42,spre4 ,spost18 -Borken , 433.35,spre5 ,spost37 -Bergkamen , 365.14,spre4 ,spost18 -Oberhausen , 402.05,spre3 ,spost3 -Wettringen , 467.84,spre5 ,spost37 -Attendorn , 416.36,spre3 ,spost3 -Herdecke , 406.64,spre4 ,spost12 -Bergheim , 431.98,spre5 ,spost37 -Much , 462.51,spre5 ,spost37 -Eitorf , 410.07,spre5 ,spost37 -Neuss , 428.43,spre3 ,spost3 -MendenSauerland , 436.14,spre5 ,spost37 -Wuelfrath , 525.38,spre5 ,spost37 -Lippstadt , 545.03,spre3 ,spost3 -Lichtenau , 330.42,spre3 ,spost3 -Hallenberg , 319.23,spre3 ,spost3 -Gevelsberg , 454.87,spre4 ,spost12 -Havixbeck , 421.49,spre4 ,spost12 -Petershagen , 415.97,spre3 ,spost3 -WertherWestf , 545.81,spre3 ,spost3 -Kleve , 439.86,spre3 ,spost3 -Verl , 523.66,spre3 ,spost3 -HerzebrockClarholz , 464.35,spre5 ,spost37 -Ibbenbueren , 450.59,spre5 ,spost37 -Erkrath , 492.00,spre4 ,spost12 -Lennestadt , 376.45,spre3 ,spost3 -OerErkenschwick , 324.65,spre4 ,spost18 -Huenxe , 363.74,spre4 ,spost12 -Lienen , 464.03,spre5 ,spost37 -Noervenich , 402.95,spre3 ,spost3 -Erndtebrueck , 321.01,spre5 ,spost37 -Marsberg , 368.55,spre5 ,spost37 -Everswinkel , 349.73,spre5 ,spost37 -Euskirchen , 382.97,spre3 ,spost3 -BadLippspringe , 373.00,spre3 ,spost3 -Huertgenwald , 222.27,spre3 ,spost3 -Plettenberg , 420.72,spre5 ,spost37 -Kalletal , 454.75,spre3 ,spost3 -GronauWestf , 488.02,spre5 ,spost37 -Herten , 394.92,spre4 ,spost18 -Doerentrup , 457.31,spre3 ,spost3 -Welver , 428.43,spre4 ,spost12 -Nideggen , 311.03,spre3 ,spost3 -Geilenkirchen , 426.77,spre3 ,spost3 -Raesfeld , 368.11,spre4 ,spost12 -Versmold , 557.24,spre3 ,spost3 -Pulheim , 477.33,spre3 ,spost3 -Laer , 415.15,spre5 ,spost37 -Breckerfeld , 410.90,spre5 ,spost37 -Westerkappeln , 480.95,spre3 ,spost3 -Velbert , 501.00,spre5 ,spost37 -SundernSauerland , 425.34,spre3 ,spost3 -Linnich , 441.33,spre3 ,spost3 -Detmold , 459.89,spre3 ,spost3 -Rosendahl , 316.64,spre5 ,spost37 -Espelkamp , 392.10,spre5 ,spost37 -BedburgHau , 477.64,spre3 ,spost3 -Paderborn , 339.34,spre4 ,spost12 -Beverungen , 425.61,spre3 ,spost3 -SanktAugustin , 530.92,spre3 ,spost3 -Niederzier , 381.17,spre4 ,spost12 -Elsdorf , 394.97,spre4 ,spost12 -Isselburg , 468.84,spre5 ,spost37 -EmmerichamRhein , 438.96,spre3 ,spost3 -Wachtberg , 447.14,spre5 ,spost37 -BadMuenstereifel , 352.79,spre5 ,spost37 -Heiden , 374.22,spre4 ,spost18 -Wiehl , 386.25,spre5 ,spost37 -Netphen , 396.06,spre5 ,spost37 -Huellhorst , 507.58,spre3 ,spost3 -Bedburg , 390.92,spre4 ,spost12 -Huerth , 472.83,spre3 ,spost3 -Hilchenbach , 349.83,spre5 ,spost37 -Inden , 404.63,spre3 ,spost3 -Schmallenberg , 324.47,spre3 ,spost3 -Hueckelhoven , 424.45,spre4 ,spost12 -Ennigerloh , 313.37,spre3 ,spost3 -Zuelpich , 355.21,spre3 ,spost3 -Olfen , 303.20,spre4 ,spost18 -Ense , 416.61,spre4 ,spost12 -Nordwalde , 450.07,spre5 ,spost37 -Warendorf , 388.97,spre5 ,spost37 -Sendenhorst , 319.45,spre3 ,spost3 -Witten , 368.27,spre4 ,spost12 -Willebadessen , 384.87,spre5 ,spost37 -Grevenbroich , 434.25,spre5 ,spost37 -Freudenberg , 435.58,spre5 ,spost37 -Stadtlohn , 404.00,spre5 ,spost37 -Bueren , 255.32,spre3 ,spost3 -Duelmen , 319.68,spre4 ,spost18 -Rheinberg , 409.87,spre3 ,spost3 -Morsbach , 428.16,spre5 ,spost37 -BadSassendorf , 509.87,spre3 ,spost3 -Geldern , 389.92,spre4 ,spost12 -Lage , 481.22,spre3 ,spost3 -Burbach , 387.63,spre5 ,spost37 -Guetersloh , 505.46,spre3 ,spost3 -Schwelm , 475.43,spre4 ,spost12 -Frechen , 482.24,spre3 ,spost3 -Unna , 430.79,spre4 ,spost12 -PreussischOldendorf , 474.34,spre3 ,spost3 -Anroechte , 363.71,spre3 ,spost3 -BadOeynhausen , 419.93,spre4 ,spost12 -Saerbeck , 463.01,spre5 ,spost37 -Blankenheim , 197.71,spre4 ,spost18 -Korschenbroich , 419.61,spre4 ,spost12 -Kreuzau , 347.97,spre5 ,spost37 -Bergneustadt , 341.08,spre3 ,spost3 -Kirchhundem , 337.42,spre5 ,spost37 -Halver , 344.71,spre3 ,spost3 -Arnsberg , 448.71,spre5 ,spost37 -VoerdeNiederrhein , 405.08,spre3 ,spost3 -Langenberg , 516.94,spre3 ,spost3 -Alpen , 460.23,spre3 ,spost3 -Warburg , 381.97,spre3 ,spost3 -Niederkruechten , 421.28,spre3 ,spost3 -Langerwehe , 330.47,spre3 ,spost3 -Recklinghausen , 375.86,spre4 ,spost18 -SchlossHolteStukenbr, 426.37,spre5 ,spost37 -Kreuztal , 411.47,spre5 ,spost37 -Ennepetal , 395.49,spre5 ,spost37 -Erwitte , 433.03,spre3 ,spost3 -Selfkant , 462.57,spre5 ,spost37 -BadBerleburg , 330.65,spre3 ,spost3 -Schermbeck , 344.39,spre4 ,spost12 -Luebbecke , 471.62,spre5 ,spost37 -Sprockhoevel , 461.49,spre4 ,spost12 -Meinerzhagen , 385.67,spre3 ,spost3 -Hattingen , 457.34,spre4 ,spost12 -Olsberg , 368.49,spre5 ,spost37 -Kall , 173.59,spre3 ,spost3 -Blomberg , 497.98,spre3 ,spost3 -BadLaasphe , 364.99,spre3 ,spost3 -NeunkirchenSeelschei, 475.56,spre3 ,spost3 -Schalksmuehle , 441.83,spre5 ,spost37 -Dortmund , 351.77,spre4 ,spost18 -Neunkirchen , 440.72,spre5 ,spost37 -Boenen , 411.44,spre4 ,spost12 -Rietberg , 527.20,spre3 ,spost3 -KampLintfort , 416.53,spre3 ,spost3 -Kranenburg , 399.06,spre3 ,spost3 -Willich , 408.04,spre4 ,spost12 -Drensteinfurt , 276.40,spre3 ,spost3 -Minden , 444.08,spre5 ,spost37 -Moehnesee , 421.95,spre5 ,spost37 -Hemer , 432.40,spre5 ,spost37 -BadHonnef , 449.80,spre5 ,spost37 -Reichshof , 358.14,spre5 ,spost37 -Juelich , 363.75,spre4 ,spost12 -Borchen , 268.16,spre3 ,spost3 -Hiddenhausen , 467.47,spre3 ,spost3 -Nuembrecht , 450.08,spre5 ,spost37 -MonheimamRhein , 268.17,spre2 ,spost3 -NeukirchenVluyn , 420.74,spre3 ,spost3 -Rheinbach , 369.07,spre4 ,spost18 -HennefSieg , 457.43,spre5 ,spost37 -Swisttal , 335.93,spre4 ,spost18 -Lohmar , 464.60,spre3 ,spost3 -Weilerswist , 306.61,spre4 ,spost18 -Borgentreich , 289.50,spre5 ,spost37 -PortaWestfalica , 410.57,spre4 ,spost12 -Merzenich , 392.87,spre4 ,spost12 -Brilon , 425.72,spre3 ,spost3 -Kaarst , 412.64,spre4 ,spost12 -Marl , 372.00,spre4 ,spost18 -Dorsten , 372.26,spre4 ,spost12 -Oerlinghausen , 449.20,spre5 ,spost37 -Grefrath , 423.11,spre4 ,spost12 -Nettersheim , 218.74,spre3 ,spost3 -Rhede , 439.39,spre5 ,spost37 -Altena , 465.89,spre5 ,spost37 -WetterRuhr , 368.99,spre4 ,spost18 -BadDriburg , 422.55,spre3 ,spost3 -Ruppichteroth , 453.39,spre5 ,spost37 -Siegburg , 482.31,spre3 ,spost3 -Hagen , 446.12,spre4 ,spost12 -Herscheid , 428.30,spre3 ,spost3 -Altenbeken , 354.91,spre3 ,spost3 -Meckenheim , 431.10,spre5 ,spost37 -Reken , 345.53,spre4 ,spost18 -Leopoldshoehe , 515.76,spre3 ,spost3 -Wegberg , 372.57,spre5 ,spost37 -Dueren , 384.85,spre5 ,spost37 -Ladbergen , 454.85,spre5 ,spost37 -Neuenkirchen , 418.89,spre5 ,spost37 -Lindlar , 223.54,spre4 ,spost18 -Kempen , 412.96,spre4 ,spost12 -Legden , 389.39,spre5 ,spost37 -Rommerskirchen , 421.27,spre5 ,spost37 -Hueckeswagen , 343.81,spre5 ,spost37 -Wadersloh , 474.94,spre3 ,spost3 -Bornheim , 390.99,spre4 ,spost12 -Waldbroel , 431.54,spre5 ,spost37 -Telgte , 439.12,spre5 ,spost37 -Dormagen , 426.08,spre3 ,spost3 -Nordkirchen , 214.28,spre4 ,spost18 -Niederkassel , 532.64,spre3 ,spost3 -Balve , 431.67,spre3 ,spost3 -Billerbeck , 314.52,spre4 ,spost12 -Altenberge , 399.79,spre5 ,spost37 -Heiligenhaus , 515.78,spre5 ,spost37 -Ochtrup , 468.33,spre5 ,spost37 -Velen , 413.40,spre5 ,spost37 -Wassenberg , 399.49,spre3 ,spost3 -Harsewinkel , 527.64,spre3 ,spost3 -Erftstadt , 345.38,spre4 ,spost12 -Rees , 491.38,spre3 ,spost3 -Heek , 480.14,spre5 ,spost37 -Hoexter , 469.40,spre3 ,spost3 -Vlotho , 521.26,spre3 ,spost3 -Aldenhoven , 416.05,spre3 ,spost3 -EsloheSauerland , 391.77,spre3 ,spost3 -Dahlem , 185.67,spre3 ,spost3 -Gescher , 410.27,spre5 ,spost37 -Wachtendonk , 412.56,spre4 ,spost12 -Herne , 421.60,spre4 ,spost18 -HalternamSee , 331.13,spre4 ,spost18 -Toenisvorst , 421.50,spre4 ,spost18 -Moers , 404.73,spre3 ,spost3 -Schlangen , 382.01,spre3 ,spost3 -Meschede , 413.33,spre3 ,spost3 -Dinslaken , 424.02,spre5 ,spost37 -Kerpen , 386.13,spre4 ,spost12 -Koenigswinter , 486.65,spre5 ,spost37 -Kierspe , 316.89,spre3 ,spost3 -Marienheide , 94.56,spre3 ,spost3 -Winterberg , 299.47,spre3 ,spost3 -Aachen , 412.92,spre3 ,spost3 -Alsdorf , 466.99,spre3 ,spost3 -Baesweiler , 446.62,spre3 ,spost3 -Eschweiler , 436.50,spre3 ,spost3 -Herzogenrath , 431.40,spre3 ,spost3 -Monschau , 260.67,spre5 ,spost37 -Roetgen , 340.30,spre5 ,spost37 -Simmerath , 207.83,spre5 ,spost37 -StolbergRhld , 298.04,spre3 ,spost3 -Vreden , 418.24,spre5 ,spost37 -Wuerselen , 418.33,spre3 ,spost3 \ No newline at end of file diff --git a/src/mathematical_programming/SwissLand.java b/src/mathematical_programming/SwissLand.java index c39af7c0..0beea472 100644 --- a/src/mathematical_programming/SwissLand.java +++ b/src/mathematical_programming/SwissLand.java @@ -6,6 +6,7 @@ import java.io.FileReader; import java.io.IOException; import java.util.ArrayList; +import java.util.HashMap; import java.util.List; import java.util.logging.Logger; @@ -120,27 +121,104 @@ public void runModel(int nFarm, int year, boolean pricingAverage, int memoryLeng } } - @SuppressWarnings("unchecked") @Override public List readMPIncomes(List allFarms) { - List incomes = new ArrayList(); // list of all farm incomes - List data = readMPOutputFiles(); // read data file generated by MP - incomes = (List) data.get(0); + List incomesFromMP = new ArrayList(); // list of all agents' incomes produced by the MP + BufferedReader Buffer = null; // read input file + String Line; // read each line of the file individually + ArrayList dataArray; // separate data line + + File f = new File("projdir\\DatabaseIn\\data_FARMIND.GMS"); // actual results file + while (!f.exists()) {try { + Thread.sleep(1000); // wait until the MP finishes running + } catch (InterruptedException e) { + e.printStackTrace(); + }} - return incomes; - // testing merge + try { + Buffer = new BufferedReader(new FileReader("projdir\\DatabaseIn\\data_FARMIND.GMS")); + + Line = Buffer.readLine(); + Line = Buffer.readLine(); + while ( ( (Line = Buffer.readLine()) != null ) && Line.matches(".*\\d+.*") ) { + dataArray = CSVtoArrayList(Line); // Read farm's parameters line by line + incomesFromMP.add( Double.parseDouble(dataArray.get(1)) ); + } + + } catch (IOException e) { + e.printStackTrace(); + } + + try { + Buffer.close(); + } catch (IOException e) { + e.printStackTrace(); + } + + return incomesFromMP; } - @SuppressWarnings("unchecked") @Override public List> readMPActivities(List allFarms) { - List> activities = new ArrayList>(); // list of all farm activities selected by MP model + List> activitiesFromMP = new ArrayList>(); // list of all agents' final activities selected by the MP + BufferedReader Buffer = null; // read input file + String Line; // read each line of the file individually + ArrayList dataArray; // separate data line + ReadData reader = new ReadData(); + List allPossibleActivities = reader.getActivityList(); // generated activity list with ID and name + HashMap> map = new HashMap>(); - List data = readMPOutputFiles(); // read data file generated by MP - activities = (List>) data.get(1); - - return activities; + File f = new File("projdir\\DatabaseIn\\data_FARMINDLandData.gms"); // actual results file + while (!f.exists()) {try { + Thread.sleep(1000); // wait until the MP finishes running + } catch (InterruptedException e) { + e.printStackTrace(); + }} + + try { + Buffer = new BufferedReader(new FileReader("projdir\\DatabaseIn\\data_FARMINDLandData.gms")); + + Line = Buffer.readLine(); + Line = Buffer.readLine(); + while (( (Line = Buffer.readLine()) != null ) && Line.matches(".*\\d+.*")) { + dataArray = CSVtoArrayList(Line); // Read farm's parameters line by line + + ArrayList farmActivityList = new ArrayList(); + if (map.get(dataArray.get(0)) != null) { + farmActivityList = map.get(dataArray.get(0)); + } + + for(int i = 0; i < allPossibleActivities.size(); i++) { + String name = dataArray.get(1); + + if (allPossibleActivities.get(i).getName().equals(name) ) { + int ID = allPossibleActivities.get(i).getID(); + Activity p = new Activity(ID, name); + farmActivityList.add(p); + } + } + + map.put(dataArray.get(0), farmActivityList); + + } + + } catch (IOException e) { + e.printStackTrace(); + } + + try { + Buffer.close(); + } catch (IOException e) { + e.printStackTrace(); + } + + + for (Farm farm:allFarms) { + activitiesFromMP.add(map.get(farm.getFarmName())); + } + + return activitiesFromMP; } @Override