diff --git a/Data/final_data.csv b/Data/final_data.csv
index 4e331f0fcfa37a779803f17807994d5291dc3710..7c3b37ecc90e8f3040a05e40005b88535eaa7e2b 100644
--- a/Data/final_data.csv
+++ b/Data/final_data.csv
@@ -1,100 +1,100 @@
,Anzahl der Einwohner: innen,Anzahl der Kinder und Jugendlichen unter 18 Jahren,Anteil Kinder und Jugendlicher unter 18 Jahren an der Gesamt-bevölkerung,Anzahl älterer Einwohner: innen über 64 Jahren,Anteil älterer Einwohner: innen über 64 Jahren an der Gesamt-bevölkerung,Anzahl der Haushalte,Durch-schnittliche Anzahl der Personen je Haushalt,Fläche in km²,Einwohner: innen je km²,Sozial-versicherungs-pflichtig Beschäftigte am Wohnort,Anteil sozial-versicherungs-pflichtig Beschäftigter am Wohnort an den Erwerbs-fähigen (15 bis unter 65-Jährige),Anzahl der Arbeitslosen,Anzahl der Wohngebäude,Anzahl der Wohnungen,Durch-schnittliche Wohnungs-größe in m²,Durch-schnittliche Wohnfläche je Einwohner:in in m²,Anzahl der Sozial-wohnungen,Anteil der Sozial-wohnungen an allen Wohnungen,Durch-schnittlicher Immobilien-preis für ein Grundstück in EUR/m²,Durch-schnittlicher Immobilien-preis für eine Eigentums-wohnung in EUR/m²,Anzahl der Wohnungen in Ein- und Zweifamilien-häusern,Anteil der Wohnungen in Ein- und Zweifamilien-häusern an allen Wohnungen,Anzahl der Einpersonen-haushalte,"Anteil der Haushalte, in denen nur eine Person lebt, an allen Haushalten",Gesamtbetrag der Einkünfte - [Steuerpflichtig],Gesamtbetrag der Einkünfte - [1000€],Festgesetzte Einkommenssteuer/ Jahreslohnsteuer - [1000€],Gesamtbetrag Einkünfte Mittelwert - [€],Gesamtbetrag Einkünfte Median - [€],market_count,farms_count,greencrocers_count,supermarkets_count,biosupermarkets_count,all_restaurants_count,organic_restaurants_count,vegan_restaurants_count,art_score,distance_rathaus
-Hamburg-Altstadt,3182.0,515.0,16.2,316.0,9.9,1884.0,1.7,1.3,2447.0,1346.0,55.6,324.0,103.0,1487.0,74.1,34.6,176.0,11.8,2366.0,4869.0,17.0,1.1,1057.0,56.1,1952.0,61168.0,11577.0,31336.0,10811.0,2,0,1,4,0,129,0,4,5.912910825282334,0.0
-HafenCity,6950.0,1386.0,19.9,644.0,9.3,3183.0,2.2,2.4,2865.0,3087.0,61.6,147.0,141.0,3898.0,81.4,45.7,1074.0,27.6,3031.0,10746.0,5.0,0.1,1126.0,35.4,1255.0,116973.0,34051.0,93206.0,57913.0,1,0,0,6,1,56,3,1,2.0793746582976533,0.0057581116969043
-Neustadt,12649.0,1412.0,11.2,1919.0,15.2,8683.0,1.5,2.3,5592.0,6350.0,66.9,493.0,652.0,7700.0,63.1,38.4,992.0,12.9,2304.0,8240.0,70.0,0.9,5994.0,69.0,7015.0,242164.0,46861.0,34521.0,24715.0,1,0,2,6,1,140,4,4,7.436599087712168,0.0011744423429016
-St. Pauli,22056.0,2941.0,13.3,2270.0,10.3,14772.0,1.5,2.2,9836.0,9903.0,57.2,1535.0,1293.0,12667.0,64.2,36.9,1522.0,12.0,1998.0,7716.0,173.0,1.4,10184.0,68.9,11066.0,309596.0,55589.0,27977.0,19399.0,1,0,1,10,0,109,1,2,2.6406685694441263,0.0096308601115706
-St. Georg,12318.0,1420.0,11.5,1676.0,13.6,7720.0,1.6,1.8,6758.0,5424.0,57.6,659.0,561.0,6444.0,71.1,37.2,764.0,11.9,1996.0,7961.0,63.0,1.0,5043.0,65.3,5683.0,250742.0,58371.0,44121.0,27161.0,2,0,0,11,0,80,2,4,4.862917913872526,0.0084930329943891
-Hammerbrook,5990.0,772.0,12.9,192.0,3.2,3016.0,1.8,2.5,2400.0,3157.0,61.8,397.0,111.0,3004.0,55.9,28.0,783.0,26.1,918.0,6702.0,7.0,0.2,1580.0,52.4,1199.0,23342.0,3731.0,19468.0,10502.0,1,0,0,2,0,24,0,0,-1.8992228490316454,0.013901373189903
-Borgfelde,8569.0,1160.0,13.5,922.0,10.8,4413.0,1.5,0.8,10426.0,3882.0,58.5,466.0,393.0,4458.0,56.1,29.2,338.0,7.6,1021.0,5952.0,47.0,1.1,2943.0,66.7,3643.0,95508.0,15100.0,26217.0,21584.0,0,0,0,0,0,3,0,0,-7.032744308638367,0.0305329749002173
-Hamm,38720.0,4645.0,12.0,5139.0,13.3,26038.0,1.5,3.9,9957.0,20192.0,68.3,1735.0,2331.0,23629.0,58.8,35.9,1324.0,5.6,859.0,5466.0,261.0,1.1,17738.0,68.1,21255.0,547216.0,83252.0,25745.0,21932.0,1,0,0,6,0,10,0,0,-0.9685832471473887,0.0465390883378421
-Horn,38425.0,6210.0,16.2,5709.0,14.9,22621.0,1.7,5.9,6515.0,16617.0,60.5,2055.0,2819.0,19813.0,61.3,31.6,2304.0,11.6,717.0,4127.0,1020.0,5.1,13437.0,59.4,17772.0,385386.0,48253.0,21685.0,18299.0,1,0,1,8,0,10,0,0,2.1753487685019977,0.0744612169219425
-Billstedt,71789.0,14019.0,19.5,13092.0,18.2,35656.0,2.0,16.9,4242.0,27017.0,57.4,4074.0,8166.0,32358.0,72.7,32.8,5117.0,15.8,712.0,4089.0,6428.0,19.9,17105.0,48.0,29100.0,676500.0,86376.0,23247.0,17396.0,1,0,1,11,0,19,0,0,2.87332846991519,0.098779458510867
-Billbrook,1791.0,602.0,33.6,94.0,5.2,545.0,2.0,6.3,285.0,636.0,53.4,221.0,83.0,284.0,65.8,10.4,0.0,0.0,456.0,,72.0,25.4,292.0,53.6,403.0,9118.0,1256.0,22625.0,10281.0,0,0,0,1,0,3,0,0,-6.8000844081673035,0.0701898350346833
-Rothenburgsort,9641.0,1773.0,18.4,1362.0,14.1,5276.0,1.8,7.2,1341.0,3807.0,56.0,751.0,535.0,4595.0,62.6,29.8,916.0,19.9,585.0,4451.0,138.0,3.0,2992.0,56.7,4024.0,82382.0,10663.0,20473.0,15460.0,1,0,0,1,0,6,0,0,-2.1318827495027097,0.0326133255650911
-Veddel,4288.0,853.0,19.9,398.0,9.3,2269.0,1.9,4.4,981.0,1825.0,57.1,337.0,210.0,2025.0,61.3,28.9,530.0,26.2,431.0,,14.0,0.7,1278.0,56.3,1911.0,30252.0,3070.0,15831.0,11004.0,0,0,0,1,0,3,0,0,-6.8000844081673035,0.0339683233733366
-Wilhelmsburg,52961.0,10902.0,20.6,7237.0,13.7,26233.0,2.0,35.4,1497.0,20981.0,57.2,3305.0,4736.0,23051.0,69.8,30.4,4886.0,21.2,450.0,4792.0,3251.0,14.1,13215.0,50.4,21384.0,468089.0,59935.0,21890.0,15695.0,3,0,2,6,0,28,0,0,13.725044499596315,0.0283366718421199
-Kleiner Grasbrook und Steinwerder,1105.0,62.0,5.6,57.0,5.2,890.0,1.3,11.9,93.0,577.0,58.1,,70.0,735.0,50.6,33.6,0.0,0.0,,,2.0,0.3,726.0,81.6,588.0,8101.0,1000.0,13777.0,8057.0,0,0,0,0,0,0,0,0,-7.032744308638367,0.0126351460823207
-Waltershof und Finkenwerder,11690.0,1988.0,17.0,2335.0,20.0,6313.0,1.9,29.4,397.0,4885.0,63.9,455.0,2323.0,5810.0,75.8,37.7,575.0,9.9,,,1940.0,33.4,3272.0,51.8,5919.0,187330.0,31238.0,31649.0,23654.0,1,0,0,3,0,10,0,0,-1.6665629485605813,0.0564117750691886
-Altona-Altstadt,29661.0,4532.0,15.3,3902.0,13.2,18261.0,1.6,2.7,10913.0,13080.0,59.7,1571.0,1637.0,16704.0,63.5,35.8,2003.0,12.0,2024.0,7329.0,190.0,1.1,11547.0,63.2,14861.0,458214.0,83362.0,30833.0,23000.0,3,0,2,10,3,55,0,1,23.7995578178157,0.0324014861476105
-Sternschanze,7889.0,1088.0,13.8,821.0,10.4,5212.0,1.5,0.5,14384.0,3623.0,59.0,418.0,505.0,4379.0,68.3,37.9,401.0,9.2,2022.0,10305.0,81.0,1.8,3543.0,68.0,4147.0,129077.0,24274.0,31125.0,23311.0,1,0,0,5,2,50,0,3,4.894672663271631,0.0204583963008296
-Altona-Nord,26592.0,4353.0,16.4,2665.0,10.0,15436.0,1.7,2.2,11990.0,12268.0,61.0,1208.0,1243.0,14292.0,62.8,33.8,1673.0,11.7,1707.0,7329.0,131.0,0.9,9311.0,60.3,11541.0,345089.0,58452.0,29901.0,23723.0,0,0,2,4,0,17,0,0,-0.7448802773395945,0.0342374736644797
-Ottensen,35365.0,5377.0,15.2,5342.0,15.1,21745.0,1.6,2.8,12652.0,15725.0,61.8,1200.0,2424.0,19829.0,70.6,39.6,637.0,3.2,2126.0,7346.0,426.0,2.1,13428.0,61.8,18815.0,768220.0,162565.0,40830.0,29432.0,1,0,3,14,3,72,1,2,18.072406317078027,0.0573713800631552
-Bahrenfeld,31311.0,5582.0,17.8,3981.0,12.7,17297.0,1.7,10.5,2970.0,13389.0,59.4,1840.0,3598.0,15034.0,70.0,33.6,425.0,2.8,1204.0,5558.0,2338.0,15.6,10153.0,58.7,14963.0,502234.0,90501.0,33565.0,26092.0,0,0,0,3,1,33,0,1,-3.2868067017801326,0.0584195107326677
-Groß Flottbek,11152.0,2198.0,19.7,2300.0,20.6,5361.0,2.1,2.4,4704.0,3702.0,52.5,130.0,2495.0,5396.0,106.0,51.3,36.0,0.7,2013.0,6669.0,2248.0,41.7,2372.0,44.2,5126.0,440592.0,122722.0,85952.0,41796.0,1,0,1,1,0,11,0,0,0.5467294652045483,0.092304675807704
-Othmarschen,16590.0,3447.0,20.8,3334.0,20.1,7687.0,2.1,5.9,2790.0,5688.0,55.3,261.0,2817.0,7778.0,110.5,51.8,340.0,4.4,2247.0,7676.0,2395.0,30.8,3256.0,42.4,7056.0,763870.0,229357.0,108258.0,46527.0,0,0,0,2,1,9,0,0,-3.519466602251197,0.0747488724708216
-Lurup,37154.0,7680.0,20.7,6643.0,17.9,18208.0,2.0,6.3,5905.0,14197.0,59.0,1848.0,5706.0,17111.0,77.4,35.7,2206.0,12.9,782.0,3893.0,5424.0,31.7,8397.0,46.1,15733.0,419520.0,59408.0,26665.0,19769.0,1,0,1,4,0,8,0,1,1.244709166617741,0.1011112373994073
-Osdorf,26148.0,5200.0,19.9,5677.0,21.7,13243.0,2.0,7.3,3606.0,9323.0,57.6,1005.0,4144.0,12932.0,85.2,42.1,933.0,7.2,1383.0,5792.0,3434.0,26.6,6303.0,47.6,11482.0,495761.0,113136.0,43177.0,22884.0,1,0,0,3,1,4,0,0,1.3813949568844608,0.1266709286733571
-Nienstedten,7055.0,1354.0,19.2,1838.0,26.1,3502.0,2.1,4.4,1611.0,1909.0,45.8,84.0,1843.0,3289.0,125.3,58.4,8.0,0.2,2169.0,8078.0,1747.0,53.1,1565.0,44.7,3286.0,396674.0,116319.0,120716.0,45730.0,1,0,0,1,0,9,0,0,-2.1318827495027097,0.1272490301645178
-Blankenese,13733.0,2535.0,18.5,3725.0,27.1,6963.0,2.0,7.7,1775.0,3933.0,49.4,187.0,3486.0,7024.0,118.6,60.6,80.0,1.1,2542.0,7413.0,3191.0,45.4,3141.0,45.1,6279.0,735514.0,217981.0,117139.0,42805.0,1,0,0,5,0,19,0,0,-1.2012431476184529,0.1662583258030571
-Iserbrook,11569.0,2149.0,18.6,2834.0,24.5,5783.0,2.0,2.7,4333.0,4209.0,60.3,259.0,2561.0,5880.0,84.6,43.0,183.0,3.1,1039.0,5621.0,2393.0,40.7,2678.0,46.3,5539.0,218454.0,40383.0,39439.0,27762.0,0,0,0,1,0,2,0,0,-6.8000844081673035,0.1575539445250942
-Sülldorf,9418.0,1830.0,19.4,1995.0,21.2,4558.0,2.0,5.7,1642.0,3304.0,55.9,273.0,2450.0,4581.0,91.2,44.4,218.0,4.8,1299.0,4746.0,2303.0,50.3,2135.0,46.8,4247.0,185099.0,37048.0,43584.0,28262.0,0,0,0,1,0,5,0,0,-6.8000844081673035,0.1753063281121727
-Rissen,16397.0,3183.0,19.4,4660.0,28.4,8132.0,2.0,16.7,982.0,5019.0,55.0,366.0,3903.0,8227.0,99.5,49.9,158.0,1.9,1156.0,5556.0,3606.0,43.8,3682.0,45.3,7287.0,479889.0,111355.0,65855.0,32239.0,1,0,0,4,1,4,0,0,1.6140548573555251,0.2016187664165099
-Eimsbüttel,57875.0,7335.0,12.7,7565.0,13.1,38788.0,1.5,3.2,17943.0,29058.0,66.1,1834.0,3288.0,34802.0,64.1,38.5,638.0,1.8,1983.0,6836.0,314.0,0.9,26225.0,67.6,32492.0,1219607.0,239934.0,37536.0,29879.0,2,0,8,11,2,91,4,1,32.387731442420666,0.0256822206409763
-Rotherbaum,17153.0,2288.0,13.3,2779.0,16.2,10983.0,1.6,2.7,6271.0,6895.0,55.2,396.0,1232.0,10202.0,83.7,49.8,13.0,0.1,6039.0,9930.0,345.0,3.4,7048.0,64.2,8142.0,555214.0,153434.0,68191.0,34708.0,2,0,1,10,1,78,0,2,10.356828133553762,0.007603125796197
-Harvestehude,17994.0,2717.0,15.1,3734.0,20.8,10816.0,1.7,2.1,8775.0,6481.0,54.0,444.0,1351.0,10171.0,96.4,54.5,30.0,0.3,7207.0,11424.0,538.0,5.3,6406.0,59.2,9233.0,1025675.0,314433.0,111088.0,40032.0,2,0,0,3,0,12,0,0,3.001638710104012,0.0223096648161744
-Hoheluft-West,13597.0,1706.0,12.5,1899.0,14.0,8991.0,1.5,0.7,18897.0,6816.0,66.7,404.0,811.0,8118.0,66.3,39.6,12.0,0.1,2199.0,8418.0,111.0,1.4,5949.0,66.2,7902.0,333220.0,69742.0,42169.0,31812.0,0,0,1,4,1,20,0,0,-0.3755345866018104,0.0325134300769141
-Lokstedt,31317.0,5497.0,17.6,5928.0,18.9,16495.0,1.8,4.9,6396.0,13090.0,63.4,869.0,3330.0,16086.0,74.5,38.3,770.0,4.8,1252.0,6209.0,2180.0,13.6,8813.0,53.4,14273.0,596291.0,120496.0,41778.0,29006.0,1,0,1,3,0,8,0,0,1.0120492661466767,0.0428160778675707
-Niendorf,42184.0,6861.0,16.3,10560.0,25.0,22593.0,1.9,12.4,3397.0,16250.0,62.8,964.0,8762.0,21365.0,86.1,43.6,200.0,0.9,999.0,4934.0,7571.0,35.4,11094.0,49.1,20811.0,866807.0,168101.0,41651.0,28831.0,3,0,2,4,1,19,0,0,16.307682604099227,0.0599635701856044
-Schnelsen,30690.0,5920.0,19.3,6193.0,20.2,14920.0,2.0,9.0,3429.0,12262.0,62.9,1086.0,6041.0,14319.0,88.6,41.3,1831.0,12.8,864.0,4471.0,5485.0,38.3,6492.0,43.5,13530.0,512323.0,93072.0,37866.0,26703.0,1,0,1,6,1,15,0,0,4.757986873004911,0.0929440224226512
-Eidelstedt,36098.0,6728.0,18.6,7208.0,20.0,18415.0,1.9,8.7,4139.0,14311.0,62.0,1518.0,5214.0,16619.0,75.4,34.7,1884.0,11.3,843.0,4629.0,4472.0,26.9,9037.0,49.1,15376.0,475699.0,76045.0,30938.0,23550.0,1,0,0,9,0,7,0,0,-0.2706035457341962,0.0798786875742234
-Stellingen,27993.0,4363.0,15.6,4992.0,17.8,15631.0,1.7,6.1,4597.0,12295.0,64.0,1067.0,2878.0,14958.0,69.6,37.2,506.0,3.4,949.0,5336.0,1715.0,11.5,8869.0,56.7,12277.0,400225.0,69224.0,32600.0,25240.0,0,0,0,3,1,11,0,0,-3.2868067017801326,0.0542985855084325
-Hoheluft-Ost,9782.0,1248.0,12.8,1671.0,17.1,6343.0,1.6,0.6,17298.0,4573.0,65.0,217.0,637.0,6159.0,73.3,46.1,154.0,2.5,2611.0,8418.0,96.0,1.6,3990.0,62.9,5182.0,269496.0,62220.0,52006.0,34494.0,0,0,1,4,1,33,2,1,-0.3755345866018104,0.032525270733765
-Eppendorf,24639.0,3344.0,13.6,4558.0,18.5,15487.0,1.6,2.7,9231.0,11214.0,65.2,452.0,1652.0,14391.0,80.1,46.8,611.0,4.2,3391.0,8400.0,382.0,2.7,9699.0,62.6,13210.0,771964.0,194552.0,58438.0,35967.0,1,0,1,7,1,38,0,2,4.990646773475975,0.0338061645072116
-Groß Borstel,10812.0,2051.0,19.0,1869.0,17.3,5313.0,1.9,4.0,2713.0,4113.0,57.4,395.0,1818.0,5155.0,74.9,35.7,450.0,8.7,1074.0,5315.0,1604.0,31.1,2707.0,51.0,4064.0,173251.0,37528.0,42631.0,26893.0,1,0,1,2,0,5,0,0,0.7793893656756126,0.0515157694057329
-Alsterdorf,15136.0,2435.0,16.1,2954.0,19.5,8076.0,1.8,3.2,4797.0,6167.0,61.0,389.0,2030.0,8090.0,77.6,41.4,810.0,10.0,1466.0,7341.0,1316.0,16.3,4340.0,53.7,6302.0,330389.0,78679.0,52426.0,31064.0,1,0,0,2,0,9,0,0,-1.8992228490316454,0.0501938069025555
-Winterhude,58052.0,7685.0,13.2,8281.0,14.3,36385.0,1.6,7.6,7654.0,28280.0,65.8,1583.0,3759.0,34553.0,70.1,41.7,1479.0,4.3,2579.0,8382.0,739.0,2.1,23168.0,63.7,29898.0,1543547.0,374122.0,51627.0,32722.0,4,0,5,14,1,90,0,3,31.33831991159623,0.0274485202021413
-Uhlenhorst,18936.0,2567.0,13.6,3444.0,18.2,11789.0,1.6,2.2,8684.0,8535.0,64.3,398.0,1274.0,11242.0,79.3,47.1,376.0,3.3,3168.0,8650.0,297.0,2.6,7186.0,61.0,9924.0,620042.0,159218.0,62479.0,36176.0,1,0,2,4,0,35,1,0,3.9233213813249983,0.0217812571710103
-Hohenfelde,10041.0,1274.0,12.7,1493.0,14.9,6371.0,1.5,1.2,8695.0,4815.0,64.5,372.0,706.0,5926.0,67.6,39.9,110.0,1.9,1955.0,8600.0,151.0,2.5,4253.0,66.8,5111.0,202093.0,42292.0,39541.0,27159.0,0,0,0,2,0,9,0,0,-6.567424507696239,0.0217812571710103
-Barmbek-Süd,36452.0,4077.0,11.2,5020.0,13.8,24593.0,1.5,3.1,11790.0,19155.0,68.7,1345.0,2169.0,22955.0,59.7,37.6,1078.0,4.7,1573.0,6347.0,126.0,0.5,16777.0,68.2,19291.0,630408.0,115621.0,32679.0,26379.0,1,0,0,12,0,22,0,0,0.42737615567899656,0.0378566948635357
-Dulsberg,17149.0,1951.0,11.4,2249.0,13.1,11926.0,1.5,1.2,13990.0,8539.0,64.3,1202.0,1088.0,10847.0,53.9,34.1,791.0,7.3,1225.0,4966.0,56.0,0.5,8605.0,72.2,8895.0,188925.0,24717.0,21239.0,18554.0,1,0,1,3,0,6,0,0,1.0120492661466767,0.06905172137507
-Barmbek-Nord,43222.0,4797.0,11.1,5513.0,12.8,29609.0,1.5,3.9,11223.0,23076.0,69.0,1731.0,2765.0,28445.0,57.2,37.6,1358.0,4.8,1121.0,5898.0,285.0,1.0,20645.0,69.7,23386.0,662525.0,111378.0,28330.0,24237.0,2,0,0,16,2,43,0,0,12.122133227117931,0.0538149760577834
-Ohlsdorf,17548.0,3011.0,17.2,2829.0,16.1,9534.0,1.8,7.2,2451.0,7340.0,60.2,698.0,2448.0,9336.0,72.4,38.5,733.0,7.9,1203.0,5216.0,1697.0,18.2,5241.0,55.0,9124.0,356285.0,68501.0,39049.0,28517.0,0,0,0,2,0,7,0,0,-6.567424507696239,0.0696983828119789
-Fuhlsbüttel,13603.0,2407.0,17.7,2514.0,18.5,7292.0,1.8,7.8,1750.0,5779.0,63.6,488.0,2113.0,6998.0,77.1,39.7,221.0,3.2,1062.0,4703.0,1542.0,22.0,4058.0,55.7,6490.0,256521.0,49124.0,39526.0,28332.0,1,0,1,4,0,18,0,0,1.244709166617741,0.0673155218387987
-Langenhorn,47192.0,8574.0,18.2,8807.0,18.7,23897.0,1.9,13.4,3530.0,19476.0,62.6,1758.0,9530.0,22442.0,76.3,36.3,2319.0,10.3,710.0,4698.0,8583.0,38.2,11494.0,48.1,20892.0,646917.0,103645.0,30965.0,23465.0,1,0,0,7,1,17,0,1,2.3120345587687177,0.08764084430714
-Eilbek,22701.0,2785.0,12.3,3220.0,14.2,14768.0,1.6,1.8,12962.0,11763.0,69.1,738.0,1587.0,13605.0,62.9,37.7,410.0,3.0,1573.0,5982.0,207.0,1.5,9646.0,65.3,12199.0,397193.0,72002.0,32559.0,25845.0,0,0,1,5,0,16,0,0,-3.1908325915757882,0.0427403310597853
-Wandsbek,38201.0,5508.0,14.4,6503.0,17.0,22579.0,1.6,5.9,6427.0,17622.0,65.4,1463.0,4035.0,21391.0,65.1,36.5,1339.0,6.3,906.0,5387.0,2286.0,10.7,13825.0,61.2,17913.0,511726.0,80472.0,28567.0,23119.0,1,0,1,4,0,29,0,0,1.244709166617741,0.0698763279308701
-Marienthal,13618.0,2211.0,16.2,2632.0,19.3,7221.0,1.8,3.2,4238.0,5633.0,61.7,315.0,2198.0,7338.0,86.8,46.8,92.0,1.3,1269.0,5317.0,1616.0,22.0,3769.0,52.2,6621.0,391504.0,96030.0,59131.0,31948.0,0,0,0,5,1,7,0,0,-2.8214869008380044,0.0704998380229929
-Jenfeld,28843.0,5834.0,20.2,4947.0,17.2,13826.0,2.0,5.0,5779.0,10268.0,54.1,1615.0,2932.0,12387.0,73.4,31.5,1453.0,11.7,785.0,4659.0,2267.0,18.3,6615.0,47.8,10163.0,243655.0,32145.0,23975.0,17978.0,1,0,0,6,0,8,0,0,-0.9685832471473887,0.1141021738876684
-Tonndorf,15378.0,2670.0,17.4,2660.0,17.3,8479.0,1.8,3.9,3902.0,6627.0,63.0,587.0,2395.0,7974.0,75.6,39.2,806.0,10.1,861.0,4316.0,1842.0,23.1,4576.0,54.0,7211.0,232268.0,38234.0,32210.0,24910.0,0,0,0,2,0,7,0,0,-6.567424507696239,0.113270296935707
-Farmsen-Berne,37219.0,6952.0,18.7,7163.0,19.2,18992.0,1.9,8.2,4524.0,15199.0,62.9,1299.0,6625.0,17538.0,76.7,36.2,1679.0,9.6,863.0,4190.0,5855.0,33.4,8992.0,47.3,16784.0,530420.0,83344.0,31603.0,25453.0,1,0,0,5,0,10,0,0,-1.2012431476184529,0.1153514051298116
-Bramfeld,52980.0,8207.0,15.5,11262.0,21.3,30206.0,1.8,10.1,5263.0,22469.0,64.7,2065.0,9278.0,29119.0,71.6,39.4,1732.0,5.9,891.0,4796.0,7700.0,26.4,16442.0,54.4,25974.0,803335.0,128252.0,30928.0,23738.0,1,0,0,7,1,20,0,1,2.3120345587687177,0.078234170760029
-Steilshoop,19667.0,4039.0,20.5,3812.0,19.4,9829.0,2.0,2.5,7872.0,7035.0,56.3,1262.0,963.0,8929.0,74.1,33.6,2450.0,27.4,813.0,4035.0,337.0,3.8,4681.0,47.6,8598.0,195436.0,24621.0,22730.0,17902.0,0,0,0,3,0,1,0,0,-6.334764607225175,0.0761839200492354
-Wellingsbüttel,11130.0,2114.0,19.0,2975.0,26.7,5376.0,2.1,4.1,2724.0,3622.0,56.4,152.0,2992.0,5480.0,120.4,59.3,0.0,0.0,1526.0,4989.0,2808.0,51.2,2203.0,41.0,5156.0,456852.0,126949.0,88606.0,40692.0,1,0,0,1,0,4,0,0,-2.1318827495027097,0.1040515857473748
-Sasel,24355.0,4737.0,19.4,6343.0,26.0,11432.0,2.2,8.4,2912.0,8327.0,59.0,330.0,7814.0,11591.0,112.9,53.7,147.0,1.3,1051.0,4858.0,7876.0,67.9,4219.0,36.9,10933.0,670843.0,165215.0,61360.0,36962.0,1,0,1,2,1,5,0,0,3.8273472711206544,0.1385714470673495
-Poppenbüttel,24349.0,4213.0,17.3,7677.0,31.5,11549.0,2.0,8.1,3004.0,7956.0,60.5,404.0,6343.0,11045.0,103.8,47.1,437.0,4.0,1010.0,5476.0,6239.0,56.5,4832.0,41.8,11517.0,600694.0,131622.0,52157.0,30605.0,1,0,1,5,1,10,0,0,4.525326972533847,0.1150190838784888
-Hummelsbüttel,18709.0,3487.0,18.6,4504.0,24.1,9026.0,2.0,9.1,2060.0,6854.0,60.7,663.0,2913.0,8900.0,88.3,42.0,1547.0,17.4,998.0,4899.0,2311.0,26.0,3835.0,42.5,7872.0,300196.0,57208.0,38135.0,25099.0,0,0,0,4,0,5,0,0,-6.102104706754111,0.0930085818664031
-Lemsahl-Mellingstedt,7070.0,1452.0,20.5,1578.0,22.3,3124.0,2.3,8.0,884.0,2409.0,56.5,83.0,2569.0,3075.0,132.0,57.4,40.0,1.3,863.0,3984.0,2696.0,87.7,944.0,30.2,3126.0,235049.0,59514.0,75191.0,43877.0,0,0,0,0,0,2,0,0,-7.032744308638367,0.1503245616199832
-Duvenstedt,5982.0,1222.0,20.4,1189.0,19.9,2602.0,2.2,6.8,882.0,2150.0,56.4,101.0,1852.0,2653.0,119.1,52.8,82.0,3.1,861.0,4818.0,1902.0,71.7,859.0,33.0,2738.0,179871.0,42997.0,65694.0,38567.0,1,0,0,1,0,6,0,0,-2.1318827495027097,0.1651796202748928
-Wohldorf-Ohlstedt,4804.0,1011.0,21.0,1066.0,22.2,2161.0,2.3,17.3,278.0,1513.0,52.3,49.0,1631.0,2109.0,143.7,63.1,28.0,1.3,960.0,4867.0,1676.0,79.5,723.0,33.5,2066.0,194688.0,62811.0,94234.0,47709.0,1,0,0,0,0,4,0,0,-2.3645426499737736,0.1877455565462469
-Bergstedt,10767.0,2280.0,21.2,2367.0,22.0,4864.0,2.2,7.0,1530.0,3765.0,57.9,202.0,2949.0,4793.0,103.5,46.1,187.0,3.9,921.0,4645.0,2897.0,60.4,1828.0,37.6,4836.0,248443.0,52148.0,51374.0,33078.0,0,0,0,0,0,2,0,0,-7.032744308638367,0.1624469763849286
-Volksdorf,20814.0,4043.0,19.4,5673.0,27.3,9592.0,2.1,11.6,1798.0,6435.0,54.3,357.0,5707.0,9348.0,113.7,51.1,359.0,3.8,1173.0,5823.0,5483.0,58.7,3760.0,39.2,9494.0,605366.0,146116.0,63763.0,37035.0,1,0,1,5,0,11,0,0,1.477369067088805,0.1737875057099313
-Rahlstedt,96499.0,17822.0,18.5,20142.0,20.9,47829.0,1.9,26.6,3632.0,36647.0,59.7,3251.0,15707.0,45675.0,81.4,38.6,3435.0,7.5,852.0,4204.0,12931.0,28.3,22410.0,46.9,42075.0,1406110.0,235800.0,33419.0,24401.0,2,0,2,21,2,21,0,0,18.64265715888777,0.1423928185932517
-Lohbrügge,41179.0,6821.0,16.6,9221.0,22.4,21718.0,1.9,13.0,3157.0,16842.0,64.2,1509.0,5923.0,21178.0,75.7,38.9,1512.0,7.1,779.0,4153.0,4560.0,21.5,10712.0,49.3,18234.0,531095.0,81142.0,29127.0,22256.0,1,0,0,3,0,18,0,0,-1.6665629485605813,0.1337325472566992
-Bergedorf,36757.0,6532.0,17.8,7403.0,20.1,19021.0,1.9,10.4,3548.0,14838.0,62.2,1363.0,5324.0,18048.0,79.4,39.0,701.0,3.9,866.0,4587.0,4165.0,23.1,9461.0,49.7,15979.0,560046.0,99694.0,35049.0,25286.0,3,0,0,10,1,33,0,0,12.346417577511097,0.1884496361119537
-Curslack,4143.0,867.0,20.9,644.0,15.5,1725.0,2.1,10.6,392.0,1671.0,60.5,119.0,997.0,1569.0,105.3,39.9,5.0,0.3,536.0,,1018.0,64.9,642.0,37.2,1711.0,71027.0,12793.0,41512.0,30011.0,0,0,0,1,0,2,0,0,-6.8000844081673035,0.2191080158664735
-Altengamme,2341.0,446.0,19.1,467.0,19.9,1057.0,2.2,15.6,150.0,975.0,65.9,31.0,670.0,961.0,108.1,44.4,4.0,0.4,457.0,,729.0,75.9,372.0,35.2,1060.0,50181.0,10139.0,47341.0,31455.0,0,0,0,0,0,0,0,0,-7.032744308638367,0.2773134206995098
-Neuengamme,3720.0,632.0,17.0,813.0,21.9,1765.0,2.1,18.6,200.0,1510.0,63.6,74.0,1097.0,1639.0,107.4,47.3,20.0,1.2,505.0,,1178.0,71.9,652.0,36.9,1791.0,73316.0,12853.0,40936.0,30104.0,0,1,0,1,0,0,0,0,-6.8000844081673035,0.1921311060698792
-Kirchwerder,10311.0,1909.0,18.5,2099.0,20.4,4708.0,2.2,32.3,319.0,4433.0,67.2,161.0,2950.0,4528.0,105.4,46.3,18.0,0.4,479.0,,3202.0,70.7,1680.0,35.7,4668.0,183380.0,30896.0,39284.0,29550.0,0,2,0,2,0,7,0,0,-6.567424507696239,0.1611374983758046
-Ochsenwerder,3030.0,612.0,20.2,509.0,16.8,1411.0,2.2,14.1,215.0,1336.0,67.6,40.0,824.0,1284.0,116.3,49.3,21.0,1.6,443.0,,845.0,65.8,520.0,36.9,1265.0,48872.0,8415.0,38634.0,28649.0,0,0,0,0,0,2,0,0,-7.032744308638367,0.1060919225515103
-Reitbrook,540.0,90.0,16.7,127.0,23.5,260.0,2.1,6.9,78.0,,,,157.0,245.0,119.9,54.4,0.0,0.0,444.0,,165.0,67.3,100.0,38.5,242.0,8964.0,1417.0,37041.0,27596.0,0,0,0,0,0,0,0,0,-7.032744308638367,0.1304249860487517
-Allermöhe,1421.0,219.0,15.4,299.0,21.0,722.0,2.0,8.6,165.0,586.0,62.2,32.0,466.0,621.0,114.5,50.0,0.0,0.0,507.0,4651.0,515.0,82.9,321.0,44.5,696.0,26705.0,4617.0,38369.0,29205.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.1124176074186049
-Billwerder,3790.0,866.0,22.8,317.0,8.4,788.0,2.0,9.5,400.0,1101.0,40.5,255.0,417.0,1006.0,79.4,21.1,776.0,77.1,520.0,,411.0,40.9,349.0,44.3,643.0,19660.0,3229.0,30575.0,21857.0,0,0,0,0,0,0,0,0,-7.032744308638367,0.1071132477734979
-Moorfleet,1177.0,188.0,16.0,200.0,17.0,581.0,1.9,4.4,269.0,467.0,56.3,38.0,339.0,456.0,101.5,39.3,0.0,0.0,446.0,,367.0,80.5,256.0,44.1,565.0,19429.0,3044.0,34387.0,26612.0,0,0,0,0,0,3,0,0,-7.032744308638367,0.0766098899075766
-Tatenberg,573.0,94.0,16.4,114.0,19.9,272.0,2.2,3.1,187.0,,,,177.0,236.0,115.3,47.5,0.0,0.0,446.0,,200.0,84.7,104.0,38.2,260.0,11076.0,1848.0,42598.0,30381.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.0866219236637953
-Spadenland,551.0,77.0,14.0,129.0,23.4,274.0,2.0,3.4,161.0,,,,121.0,239.0,103.6,44.9,0.0,0.0,446.0,,121.0,50.6,115.0,42.0,261.0,9202.0,1403.0,35255.0,27451.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.0789929000564417
-Neuallermöhe,23368.0,5256.0,22.5,2871.0,12.3,9891.0,2.3,4.2,5558.0,10012.0,62.0,977.0,3206.0,9444.0,80.0,32.3,4749.0,50.3,546.0,,2508.0,26.6,3329.0,33.7,9440.0,270293.0,36711.0,28633.0,22775.0,2,0,2,4,0,3,0,0,8.591523039989593,0.1458137234900404
-Harburg,27957.0,4497.0,16.1,2832.0,10.1,15605.0,1.7,4.0,7006.0,11972.0,56.3,1587.0,1629.0,13513.0,59.8,28.9,1258.0,9.3,672.0,4388.0,294.0,2.2,9521.0,61.0,9499.0,197321.0,27293.0,20773.0,15550.0,2,0,2,19,0,40,0,0,12.081421547055555,0.0754873106210178
-Neuland und Gut Moor,1829.0,449.0,24.5,261.0,14.3,711.0,2.1,10.1,182.0,626.0,53.0,70.0,448.0,589.0,102.7,33.1,0.0,0.0,,,488.0,82.9,300.0,42.2,693.0,22380.0,3635.0,32295.0,25627.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.077616911105376
-Wilstorf,17671.0,3255.0,18.4,3184.0,18.0,9523.0,1.9,3.4,5163.0,7355.0,62.9,789.0,2062.0,8775.0,69.0,34.2,703.0,8.0,681.0,3488.0,1452.0,16.5,5153.0,54.1,7823.0,199630.0,28262.0,25518.0,20679.0,0,0,0,2,0,6,0,0,-6.567424507696239,0.0956320762400204
-Rönneburg,3417.0,662.0,19.4,630.0,18.4,1558.0,2.1,2.2,1520.0,1333.0,59.3,121.0,810.0,1449.0,96.3,40.8,6.0,0.4,628.0,2922.0,786.0,54.2,646.0,41.5,1443.0,56057.0,9983.0,38848.0,29011.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.1015759730171323
-Langenbek,4013.0,679.0,16.9,975.0,24.3,2015.0,2.0,0.8,5057.0,1570.0,63.5,99.0,1199.0,1880.0,86.8,40.6,154.0,8.2,642.0,,1133.0,60.3,798.0,39.6,1924.0,65860.0,10347.0,34231.0,26808.0,0,0,0,0,0,2,0,0,-7.032744308638367,0.1135591285689969
-Sinstorf,4292.0,1047.0,24.4,639.0,14.9,1759.0,2.2,2.5,1706.0,1648.0,59.8,160.0,901.0,1650.0,89.6,34.4,143.0,8.7,569.0,3924.0,933.0,56.5,692.0,39.3,1667.0,55558.0,8864.0,33328.0,27015.0,0,0,0,0,0,1,0,0,-7.032744308638367,0.1204152449318057
-Marmstorf,8988.0,1486.0,16.5,2361.0,26.3,4610.0,2.0,5.8,1538.0,3319.0,61.4,204.0,2254.0,4339.0,89.5,43.2,142.0,3.3,712.0,3225.0,2148.0,49.5,2044.0,44.3,4505.0,163591.0,28212.0,36313.0,26643.0,0,0,0,0,0,4,0,0,-7.032744308638367,0.1090955273116542
-Eißendorf,25283.0,4476.0,17.7,4909.0,19.4,13314.0,1.9,8.3,3032.0,10376.0,62.5,874.0,4387.0,12487.0,78.8,38.9,549.0,4.4,717.0,4145.0,3734.0,29.9,6695.0,50.3,11549.0,380983.0,65253.0,32988.0,23644.0,0,0,1,2,0,7,0,0,-3.8888122929889803,0.0928946789410024
-Heimfeld,22591.0,3992.0,17.7,3389.0,15.0,12344.0,1.8,13.0,1737.0,9881.0,62.5,998.0,2523.0,10721.0,71.4,33.9,1814.0,16.9,646.0,4135.0,1577.0,14.7,6883.0,55.8,9595.0,289118.0,47605.0,30132.0,21622.0,0,0,0,2,0,8,0,0,-6.567424507696239,0.0729535093704136
-Moorburg und Altenwerder,706.0,130.0,18.4,120.0,17.0,396.0,1.8,16.7,42.0,,,,227.0,329.0,99.5,46.4,0.0,0.0,,,243.0,73.9,221.0,55.8,361.0,12471.0,2151.0,34544.0,25536.0,0,0,0,0,0,3,0,0,-7.032744308638367,0.060657810552572
-Hausbruch,16868.0,3196.0,18.9,3554.0,21.1,7829.0,2.1,9.8,1715.0,6492.0,60.8,758.0,3053.0,7323.0,85.0,36.9,1030.0,14.1,541.0,3877.0,2793.0,38.1,3134.0,40.0,7349.0,227990.0,36179.0,31023.0,21355.0,0,0,1,1,0,1,0,0,-4.121472193460045,0.1041156579412436
-Neugraben-Fischbek,33963.0,7480.0,22.0,6318.0,18.6,15602.0,2.2,22.5,1508.0,12746.0,59.9,1493.0,6669.0,14755.0,87.0,37.8,1078.0,7.3,554.0,3912.0,6124.0,41.5,6247.0,40.0,12290.0,382231.0,60244.0,31101.0,22492.0,1,0,0,4,1,8,0,0,1.6140548573555251,0.1302111684835034
-Francop,736.0,119.0,16.2,133.0,18.1,374.0,2.0,8.8,84.0,,,,208.0,347.0,98.5,46.4,0.0,0.0,427.0,,255.0,73.5,161.0,43.0,356.0,12738.0,2083.0,35782.0,26568.0,0,0,0,0,0,0,0,0,-7.032744308638367,0.114625979168997
-Neuenfelde,5245.0,1251.0,23.9,748.0,14.3,2337.0,2.2,15.7,335.0,1957.0,57.1,253.0,1103.0,2037.0,95.4,37.1,309.0,15.2,401.0,,1261.0,61.9,1033.0,44.2,1909.0,62765.0,10422.0,32879.0,22909.0,0,0,1,0,0,2,0,0,-4.354132093931109,0.1627909429116437
-Cranz,810.0,130.0,16.0,154.0,19.0,460.0,1.8,1.3,608.0,,,,170.0,405.0,87.5,43.7,0.0,0.0,451.0,,146.0,36.0,252.0,54.8,378.0,11845.0,2018.0,31335.0,22852.0,0,0,0,0,0,2,0,0,-7.032744308638367,0.2006863634731651
+Hamburg-Altstadt,3182.0,515.0,16.2,316.0,9.9,1884.0,1.7,1.3,2447.0,1346.0,55.6,324.0,103.0,1487.0,74.1,34.6,176.0,11.8,2366.0,4869.0,17.0,1.1,1057.0,56.1,1952.0,61168.0,11577.0,31336.0,10811.0,2,0,1,4,0,129,0,4,2.5654761904761907,0.0
+HafenCity,6950.0,1386.0,19.9,644.0,9.3,3183.0,2.2,2.4,2865.0,3087.0,61.6,147.0,141.0,3898.0,81.4,45.7,1074.0,27.6,3031.0,10746.0,5.0,0.1,1126.0,35.4,1255.0,116973.0,34051.0,93206.0,57913.0,1,0,0,6,1,56,3,1,1.952380952380952,0.0057581116968985
+Neustadt,12649.0,1412.0,11.2,1919.0,15.2,8683.0,1.5,2.3,5592.0,6350.0,66.9,493.0,652.0,7700.0,63.1,38.4,992.0,12.9,2304.0,8240.0,70.0,0.9,5994.0,69.0,7015.0,242164.0,46861.0,34521.0,24715.0,1,0,2,6,1,140,4,4,2.702380952380952,0.0011744423429016
+St. Pauli,22056.0,2941.0,13.3,2270.0,10.3,14772.0,1.5,2.2,9836.0,9903.0,57.2,1535.0,1293.0,12667.0,64.2,36.9,1522.0,12.0,1998.0,7716.0,173.0,1.4,10184.0,68.9,11066.0,309596.0,55589.0,27977.0,19399.0,1,0,1,10,0,109,1,2,1.8511904761904763,0.0096308601115706
+St. Georg,12318.0,1420.0,11.5,1676.0,13.6,7720.0,1.6,1.8,6758.0,5424.0,57.6,659.0,561.0,6444.0,71.1,37.2,764.0,11.9,1996.0,7961.0,63.0,1.0,5043.0,65.3,5683.0,250742.0,58371.0,44121.0,27161.0,2,0,0,11,0,80,2,4,2.5238095238095237,0.0084930329943947
+Hammerbrook,5990.0,772.0,12.9,192.0,3.2,3016.0,1.8,2.5,2400.0,3157.0,61.8,397.0,111.0,3004.0,55.9,28.0,783.0,26.1,918.0,6702.0,7.0,0.2,1580.0,52.4,1199.0,23342.0,3731.0,19468.0,10502.0,1,0,0,2,0,24,0,0,1.0952380952380953,0.013901373189903
+Borgfelde,8569.0,1160.0,13.5,922.0,10.8,4413.0,1.5,0.8,10426.0,3882.0,58.5,466.0,393.0,4458.0,56.1,29.2,338.0,7.6,1021.0,5952.0,47.0,1.1,2943.0,66.7,3643.0,95508.0,15100.0,26217.0,21584.0,0,0,0,0,0,3,0,0,0.0,0.0305329749002178
+Hamm,38720.0,4645.0,12.0,5139.0,13.3,26038.0,1.5,3.9,9957.0,20192.0,68.3,1735.0,2331.0,23629.0,58.8,35.9,1324.0,5.6,859.0,5466.0,261.0,1.1,17738.0,68.1,21255.0,547216.0,83252.0,25745.0,21932.0,1,0,0,6,0,10,0,0,1.2857142857142856,0.0465390883378405
+Horn,38425.0,6210.0,16.2,5709.0,14.9,22621.0,1.7,5.9,6515.0,16617.0,60.5,2055.0,2819.0,19813.0,61.3,31.6,2304.0,11.6,717.0,4127.0,1020.0,5.1,13437.0,59.4,17772.0,385386.0,48253.0,21685.0,18299.0,1,0,1,8,0,10,0,0,1.755952380952381,0.0744612169219425
+Billstedt,71789.0,14019.0,19.5,13092.0,18.2,35656.0,2.0,16.9,4242.0,27017.0,57.4,4074.0,8166.0,32358.0,72.7,32.8,5117.0,15.8,712.0,4089.0,6428.0,19.9,17105.0,48.0,29100.0,676500.0,86376.0,23247.0,17396.0,1,0,1,11,0,19,0,0,1.8988095238095237,0.098779458510867
+Billbrook,1791.0,602.0,33.6,94.0,5.2,545.0,2.0,6.3,285.0,636.0,53.4,221.0,83.0,284.0,65.8,10.4,0.0,0.0,456.0,,72.0,25.4,292.0,53.6,403.0,9118.0,1256.0,22625.0,10281.0,0,0,0,1,0,3,0,0,0.047619047619047616,0.0701898350346833
+Rothenburgsort,9641.0,1773.0,18.4,1362.0,14.1,5276.0,1.8,7.2,1341.0,3807.0,56.0,751.0,535.0,4595.0,62.6,29.8,916.0,19.9,585.0,4451.0,138.0,3.0,2992.0,56.7,4024.0,82382.0,10663.0,20473.0,15460.0,1,0,0,1,0,6,0,0,1.0476190476190477,0.0326133255650911
+Veddel,4288.0,853.0,19.9,398.0,9.3,2269.0,1.9,4.4,981.0,1825.0,57.1,337.0,210.0,2025.0,61.3,28.9,530.0,26.2,431.0,,14.0,0.7,1278.0,56.3,1911.0,30252.0,3070.0,15831.0,11004.0,0,0,0,1,0,3,0,0,0.047619047619047616,0.0339683233733366
+Wilhelmsburg,52961.0,10902.0,20.6,7237.0,13.7,26233.0,2.0,35.4,1497.0,20981.0,57.2,3305.0,4736.0,23051.0,69.8,30.4,4886.0,21.2,450.0,4792.0,3251.0,14.1,13215.0,50.4,21384.0,468089.0,59935.0,21890.0,15695.0,3,0,2,6,0,28,0,0,4.035714285714286,0.0283366718421199
+Kleiner Grasbrook und Steinwerder,1105.0,62.0,5.6,57.0,5.2,890.0,1.3,11.9,93.0,577.0,58.1,,70.0,735.0,50.6,33.6,0.0,0.0,,,2.0,0.3,726.0,81.6,588.0,8101.0,1000.0,13777.0,8057.0,0,0,0,0,0,0,0,0,0.0,0.0126351460823138
+Waltershof und Finkenwerder,11690.0,1988.0,17.0,2335.0,20.0,6313.0,1.9,29.4,397.0,4885.0,63.9,455.0,2323.0,5810.0,75.8,37.7,575.0,9.9,,,1940.0,33.4,3272.0,51.8,5919.0,187330.0,31238.0,31649.0,23654.0,1,0,0,3,0,10,0,0,1.1428571428571428,0.0564117750691886
+Altona-Altstadt,29661.0,4532.0,15.3,3902.0,13.2,18261.0,1.6,2.7,10913.0,13080.0,59.7,1571.0,1637.0,16704.0,63.5,35.8,2003.0,12.0,2024.0,7329.0,190.0,1.1,11547.0,63.2,14861.0,458214.0,83362.0,30833.0,23000.0,3,0,2,10,3,55,0,1,6.226190476190476,0.0324014861476114
+Sternschanze,7889.0,1088.0,13.8,821.0,10.4,5212.0,1.5,0.5,14384.0,3623.0,59.0,418.0,505.0,4379.0,68.3,37.9,401.0,9.2,2022.0,10305.0,81.0,1.8,3543.0,68.0,4147.0,129077.0,24274.0,31125.0,23311.0,1,0,0,5,2,50,0,3,2.571428571428571,0.0204583963008296
+Altona-Nord,26592.0,4353.0,16.4,2665.0,10.0,15436.0,1.7,2.2,11990.0,12268.0,61.0,1208.0,1243.0,14292.0,62.8,33.8,1673.0,11.7,1707.0,7329.0,131.0,0.9,9311.0,60.3,11541.0,345089.0,58452.0,29901.0,23723.0,0,0,2,4,0,17,0,0,0.9404761904761905,0.0342374736644797
+Ottensen,35365.0,5377.0,15.2,5342.0,15.1,21745.0,1.6,2.8,12652.0,15725.0,61.8,1200.0,2424.0,19829.0,70.6,39.6,637.0,3.2,2126.0,7346.0,426.0,2.1,13428.0,61.8,18815.0,768220.0,162565.0,40830.0,29432.0,1,0,3,14,3,72,1,2,4.791666666666667,0.0573713800631552
+Bahrenfeld,31311.0,5582.0,17.8,3981.0,12.7,17297.0,1.7,10.5,2970.0,13389.0,59.4,1840.0,3598.0,15034.0,70.0,33.6,425.0,2.8,1204.0,5558.0,2338.0,15.6,10153.0,58.7,14963.0,502234.0,90501.0,33565.0,26092.0,0,0,0,3,1,33,0,1,0.8095238095238095,0.0584195107326677
+Groß Flottbek,11152.0,2198.0,19.7,2300.0,20.6,5361.0,2.1,2.4,4704.0,3702.0,52.5,130.0,2495.0,5396.0,106.0,51.3,36.0,0.7,2013.0,6669.0,2248.0,41.7,2372.0,44.2,5126.0,440592.0,122722.0,85952.0,41796.0,1,0,1,1,0,11,0,0,1.4226190476190477,0.0923046758077033
+Othmarschen,16590.0,3447.0,20.8,3334.0,20.1,7687.0,2.1,5.9,2790.0,5688.0,55.3,261.0,2817.0,7778.0,110.5,51.8,340.0,4.4,2247.0,7676.0,2395.0,30.8,3256.0,42.4,7056.0,763870.0,229357.0,108258.0,46527.0,0,0,0,2,1,9,0,0,0.7619047619047619,0.0747488724708215
+Lurup,37154.0,7680.0,20.7,6643.0,17.9,18208.0,2.0,6.3,5905.0,14197.0,59.0,1848.0,5706.0,17111.0,77.4,35.7,2206.0,12.9,782.0,3893.0,5424.0,31.7,8397.0,46.1,15733.0,419520.0,59408.0,26665.0,19769.0,1,0,1,4,0,8,0,1,1.5654761904761905,0.1011112373994073
+Osdorf,26148.0,5200.0,19.9,5677.0,21.7,13243.0,2.0,7.3,3606.0,9323.0,57.6,1005.0,4144.0,12932.0,85.2,42.1,933.0,7.2,1383.0,5792.0,3434.0,26.6,6303.0,47.6,11482.0,495761.0,113136.0,43177.0,22884.0,1,0,0,3,1,4,0,0,1.8095238095238093,0.1266709286733571
+Nienstedten,7055.0,1354.0,19.2,1838.0,26.1,3502.0,2.1,4.4,1611.0,1909.0,45.8,84.0,1843.0,3289.0,125.3,58.4,8.0,0.2,2169.0,8078.0,1747.0,53.1,1565.0,44.7,3286.0,396674.0,116319.0,120716.0,45730.0,1,0,0,1,0,9,0,0,1.0476190476190477,0.1272490301645178
+Blankenese,13733.0,2535.0,18.5,3725.0,27.1,6963.0,2.0,7.7,1775.0,3933.0,49.4,187.0,3486.0,7024.0,118.6,60.6,80.0,1.1,2542.0,7413.0,3191.0,45.4,3141.0,45.1,6279.0,735514.0,217981.0,117139.0,42805.0,1,0,0,5,0,19,0,0,1.2380952380952381,0.1662583258030571
+Iserbrook,11569.0,2149.0,18.6,2834.0,24.5,5783.0,2.0,2.7,4333.0,4209.0,60.3,259.0,2561.0,5880.0,84.6,43.0,183.0,3.1,1039.0,5621.0,2393.0,40.7,2678.0,46.3,5539.0,218454.0,40383.0,39439.0,27762.0,0,0,0,1,0,2,0,0,0.047619047619047616,0.1575539445250942
+Sülldorf,9418.0,1830.0,19.4,1995.0,21.2,4558.0,2.0,5.7,1642.0,3304.0,55.9,273.0,2450.0,4581.0,91.2,44.4,218.0,4.8,1299.0,4746.0,2303.0,50.3,2135.0,46.8,4247.0,185099.0,37048.0,43584.0,28262.0,0,0,0,1,0,5,0,0,0.047619047619047616,0.1753063281121727
+Rissen,16397.0,3183.0,19.4,4660.0,28.4,8132.0,2.0,16.7,982.0,5019.0,55.0,366.0,3903.0,8227.0,99.5,49.9,158.0,1.9,1156.0,5556.0,3606.0,43.8,3682.0,45.3,7287.0,479889.0,111355.0,65855.0,32239.0,1,0,0,4,1,4,0,0,1.857142857142857,0.2016187664165099
+Eimsbüttel,57875.0,7335.0,12.7,7565.0,13.1,38788.0,1.5,3.2,17943.0,29058.0,66.1,1834.0,3288.0,34802.0,64.1,38.5,638.0,1.8,1983.0,6836.0,314.0,0.9,26225.0,67.6,32492.0,1219607.0,239934.0,37536.0,29879.0,2,0,8,11,2,91,4,1,6.857142857142857,0.0256822206409763
+Rotherbaum,17153.0,2288.0,13.3,2779.0,16.2,10983.0,1.6,2.7,6271.0,6895.0,55.2,396.0,1232.0,10202.0,83.7,49.8,13.0,0.1,6039.0,9930.0,345.0,3.4,7048.0,64.2,8142.0,555214.0,153434.0,68191.0,34708.0,2,0,1,10,1,78,0,2,3.517857142857143,0.007603125796197
+Harvestehude,17994.0,2717.0,15.1,3734.0,20.8,10816.0,1.7,2.1,8775.0,6481.0,54.0,444.0,1351.0,10171.0,96.4,54.5,30.0,0.3,7207.0,11424.0,538.0,5.3,6406.0,59.2,9233.0,1025675.0,314433.0,111088.0,40032.0,2,0,0,3,0,12,0,0,2.142857142857143,0.0223096648161744
+Hoheluft-West,13597.0,1706.0,12.5,1899.0,14.0,8991.0,1.5,0.7,18897.0,6816.0,66.7,404.0,811.0,8118.0,66.3,39.6,12.0,0.1,2199.0,8418.0,111.0,1.4,5949.0,66.2,7902.0,333220.0,69742.0,42169.0,31812.0,0,0,1,4,1,20,0,0,1.232142857142857,0.0325134300769141
+Lokstedt,31317.0,5497.0,17.6,5928.0,18.9,16495.0,1.8,4.9,6396.0,13090.0,63.4,869.0,3330.0,16086.0,74.5,38.3,770.0,4.8,1252.0,6209.0,2180.0,13.6,8813.0,53.4,14273.0,596291.0,120496.0,41778.0,29006.0,1,0,1,3,0,8,0,0,1.5178571428571428,0.0428160778675707
+Niendorf,42184.0,6861.0,16.3,10560.0,25.0,22593.0,1.9,12.4,3397.0,16250.0,62.8,964.0,8762.0,21365.0,86.1,43.6,200.0,0.9,999.0,4934.0,7571.0,35.4,11094.0,49.1,20811.0,866807.0,168101.0,41651.0,28831.0,3,0,2,4,1,19,0,0,4.607142857142858,0.0599635701856044
+Schnelsen,30690.0,5920.0,19.3,6193.0,20.2,14920.0,2.0,9.0,3429.0,12262.0,62.9,1086.0,6041.0,14319.0,88.6,41.3,1831.0,12.8,864.0,4471.0,5485.0,38.3,6492.0,43.5,13530.0,512323.0,93072.0,37866.0,26703.0,1,0,1,6,1,15,0,0,2.327380952380952,0.0929440224226512
+Eidelstedt,36098.0,6728.0,18.6,7208.0,20.0,18415.0,1.9,8.7,4139.0,14311.0,62.0,1518.0,5214.0,16619.0,75.4,34.7,1884.0,11.3,843.0,4629.0,4472.0,26.9,9037.0,49.1,15376.0,475699.0,76045.0,30938.0,23550.0,1,0,0,9,0,7,0,0,1.4285714285714286,0.0798786875742234
+Stellingen,27993.0,4363.0,15.6,4992.0,17.8,15631.0,1.7,6.1,4597.0,12295.0,64.0,1067.0,2878.0,14958.0,69.6,37.2,506.0,3.4,949.0,5336.0,1715.0,11.5,8869.0,56.7,12277.0,400225.0,69224.0,32600.0,25240.0,0,0,0,3,1,11,0,0,0.8095238095238095,0.0542985855084354
+Hoheluft-Ost,9782.0,1248.0,12.8,1671.0,17.1,6343.0,1.6,0.6,17298.0,4573.0,65.0,217.0,637.0,6159.0,73.3,46.1,154.0,2.5,2611.0,8418.0,96.0,1.6,3990.0,62.9,5182.0,269496.0,62220.0,52006.0,34494.0,0,0,1,4,1,33,2,1,1.232142857142857,0.032525270733765
+Eppendorf,24639.0,3344.0,13.6,4558.0,18.5,15487.0,1.6,2.7,9231.0,11214.0,65.2,452.0,1652.0,14391.0,80.1,46.8,611.0,4.2,3391.0,8400.0,382.0,2.7,9699.0,62.6,13210.0,771964.0,194552.0,58438.0,35967.0,1,0,1,7,1,38,0,2,2.375,0.0338061645072116
+Groß Borstel,10812.0,2051.0,19.0,1869.0,17.3,5313.0,1.9,4.0,2713.0,4113.0,57.4,395.0,1818.0,5155.0,74.9,35.7,450.0,8.7,1074.0,5315.0,1604.0,31.1,2707.0,51.0,4064.0,173251.0,37528.0,42631.0,26893.0,1,0,1,2,0,5,0,0,1.4702380952380953,0.0515157694057329
+Alsterdorf,15136.0,2435.0,16.1,2954.0,19.5,8076.0,1.8,3.2,4797.0,6167.0,61.0,389.0,2030.0,8090.0,77.6,41.4,810.0,10.0,1466.0,7341.0,1316.0,16.3,4340.0,53.7,6302.0,330389.0,78679.0,52426.0,31064.0,1,0,0,2,0,9,0,0,1.0952380952380953,0.0501938069025555
+Winterhude,58052.0,7685.0,13.2,8281.0,14.3,36385.0,1.6,7.6,7654.0,28280.0,65.8,1583.0,3759.0,34553.0,70.1,41.7,1479.0,4.3,2579.0,8382.0,739.0,2.1,23168.0,63.7,29898.0,1543547.0,374122.0,51627.0,32722.0,4,0,5,14,1,90,0,3,7.208333333333334,0.0274485202021413
+Uhlenhorst,18936.0,2567.0,13.6,3444.0,18.2,11789.0,1.6,2.2,8684.0,8535.0,64.3,398.0,1274.0,11242.0,79.3,47.1,376.0,3.3,3168.0,8650.0,297.0,2.6,7186.0,61.0,9924.0,620042.0,159218.0,62479.0,36176.0,1,0,2,4,0,35,1,0,1.9404761904761905,0.0217812571710055
+Hohenfelde,10041.0,1274.0,12.7,1493.0,14.9,6371.0,1.5,1.2,8695.0,4815.0,64.5,372.0,706.0,5926.0,67.6,39.9,110.0,1.9,1955.0,8600.0,151.0,2.5,4253.0,66.8,5111.0,202093.0,42292.0,39541.0,27159.0,0,0,0,2,0,9,0,0,0.09523809523809523,0.0217812571710055
+Barmbek-Süd,36452.0,4077.0,11.2,5020.0,13.8,24593.0,1.5,3.1,11790.0,19155.0,68.7,1345.0,2169.0,22955.0,59.7,37.6,1078.0,4.7,1573.0,6347.0,126.0,0.5,16777.0,68.2,19291.0,630408.0,115621.0,32679.0,26379.0,1,0,0,12,0,22,0,0,1.5714285714285714,0.0378566948635407
+Dulsberg,17149.0,1951.0,11.4,2249.0,13.1,11926.0,1.5,1.2,13990.0,8539.0,64.3,1202.0,1088.0,10847.0,53.9,34.1,791.0,7.3,1225.0,4966.0,56.0,0.5,8605.0,72.2,8895.0,188925.0,24717.0,21239.0,18554.0,1,0,1,3,0,6,0,0,1.5178571428571428,0.06905172137507
+Barmbek-Nord,43222.0,4797.0,11.1,5513.0,12.8,29609.0,1.5,3.9,11223.0,23076.0,69.0,1731.0,2765.0,28445.0,57.2,37.6,1358.0,4.8,1121.0,5898.0,285.0,1.0,20645.0,69.7,23386.0,662525.0,111378.0,28330.0,24237.0,2,0,0,16,2,43,0,0,4.095238095238095,0.0538149760577834
+Ohlsdorf,17548.0,3011.0,17.2,2829.0,16.1,9534.0,1.8,7.2,2451.0,7340.0,60.2,698.0,2448.0,9336.0,72.4,38.5,733.0,7.9,1203.0,5216.0,1697.0,18.2,5241.0,55.0,9124.0,356285.0,68501.0,39049.0,28517.0,0,0,0,2,0,7,0,0,0.09523809523809523,0.0696983828119789
+Fuhlsbüttel,13603.0,2407.0,17.7,2514.0,18.5,7292.0,1.8,7.8,1750.0,5779.0,63.6,488.0,2113.0,6998.0,77.1,39.7,221.0,3.2,1062.0,4703.0,1542.0,22.0,4058.0,55.7,6490.0,256521.0,49124.0,39526.0,28332.0,1,0,1,4,0,18,0,0,1.5654761904761905,0.0673155218387916
+Langenhorn,47192.0,8574.0,18.2,8807.0,18.7,23897.0,1.9,13.4,3530.0,19476.0,62.6,1758.0,9530.0,22442.0,76.3,36.3,2319.0,10.3,710.0,4698.0,8583.0,38.2,11494.0,48.1,20892.0,646917.0,103645.0,30965.0,23465.0,1,0,0,7,1,17,0,1,1.9999999999999998,0.08764084430714
+Eilbek,22701.0,2785.0,12.3,3220.0,14.2,14768.0,1.6,1.8,12962.0,11763.0,69.1,738.0,1587.0,13605.0,62.9,37.7,410.0,3.0,1573.0,5982.0,207.0,1.5,9646.0,65.3,12199.0,397193.0,72002.0,32559.0,25845.0,0,0,1,5,0,16,0,0,0.6130952380952381,0.0427403310597853
+Wandsbek,38201.0,5508.0,14.4,6503.0,17.0,22579.0,1.6,5.9,6427.0,17622.0,65.4,1463.0,4035.0,21391.0,65.1,36.5,1339.0,6.3,906.0,5387.0,2286.0,10.7,13825.0,61.2,17913.0,511726.0,80472.0,28567.0,23119.0,1,0,1,4,0,29,0,0,1.5654761904761905,0.0698763279308701
+Marienthal,13618.0,2211.0,16.2,2632.0,19.3,7221.0,1.8,3.2,4238.0,5633.0,61.7,315.0,2198.0,7338.0,86.8,46.8,92.0,1.3,1269.0,5317.0,1616.0,22.0,3769.0,52.2,6621.0,391504.0,96030.0,59131.0,31948.0,0,0,0,5,1,7,0,0,0.9047619047619047,0.0704998380229929
+Jenfeld,28843.0,5834.0,20.2,4947.0,17.2,13826.0,2.0,5.0,5779.0,10268.0,54.1,1615.0,2932.0,12387.0,73.4,31.5,1453.0,11.7,785.0,4659.0,2267.0,18.3,6615.0,47.8,10163.0,243655.0,32145.0,23975.0,17978.0,1,0,0,6,0,8,0,0,1.2857142857142856,0.11410217388767
+Tonndorf,15378.0,2670.0,17.4,2660.0,17.3,8479.0,1.8,3.9,3902.0,6627.0,63.0,587.0,2395.0,7974.0,75.6,39.2,806.0,10.1,861.0,4316.0,1842.0,23.1,4576.0,54.0,7211.0,232268.0,38234.0,32210.0,24910.0,0,0,0,2,0,7,0,0,0.09523809523809523,0.113270296935707
+Farmsen-Berne,37219.0,6952.0,18.7,7163.0,19.2,18992.0,1.9,8.2,4524.0,15199.0,62.9,1299.0,6625.0,17538.0,76.7,36.2,1679.0,9.6,863.0,4190.0,5855.0,33.4,8992.0,47.3,16784.0,530420.0,83344.0,31603.0,25453.0,1,0,0,5,0,10,0,0,1.2380952380952381,0.1153514051298116
+Bramfeld,52980.0,8207.0,15.5,11262.0,21.3,30206.0,1.8,10.1,5263.0,22469.0,64.7,2065.0,9278.0,29119.0,71.6,39.4,1732.0,5.9,891.0,4796.0,7700.0,26.4,16442.0,54.4,25974.0,803335.0,128252.0,30928.0,23738.0,1,0,0,7,1,20,0,1,1.9999999999999998,0.078234170760029
+Steilshoop,19667.0,4039.0,20.5,3812.0,19.4,9829.0,2.0,2.5,7872.0,7035.0,56.3,1262.0,963.0,8929.0,74.1,33.6,2450.0,27.4,813.0,4035.0,337.0,3.8,4681.0,47.6,8598.0,195436.0,24621.0,22730.0,17902.0,0,0,0,3,0,1,0,0,0.14285714285714285,0.0761839200492354
+Wellingsbüttel,11130.0,2114.0,19.0,2975.0,26.7,5376.0,2.1,4.1,2724.0,3622.0,56.4,152.0,2992.0,5480.0,120.4,59.3,0.0,0.0,1526.0,4989.0,2808.0,51.2,2203.0,41.0,5156.0,456852.0,126949.0,88606.0,40692.0,1,0,0,1,0,4,0,0,1.0476190476190477,0.1040515857473748
+Sasel,24355.0,4737.0,19.4,6343.0,26.0,11432.0,2.2,8.4,2912.0,8327.0,59.0,330.0,7814.0,11591.0,112.9,53.7,147.0,1.3,1051.0,4858.0,7876.0,67.9,4219.0,36.9,10933.0,670843.0,165215.0,61360.0,36962.0,1,0,1,2,1,5,0,0,2.136904761904762,0.1385714470673544
+Poppenbüttel,24349.0,4213.0,17.3,7677.0,31.5,11549.0,2.0,8.1,3004.0,7956.0,60.5,404.0,6343.0,11045.0,103.8,47.1,437.0,4.0,1010.0,5476.0,6239.0,56.5,4832.0,41.8,11517.0,600694.0,131622.0,52157.0,30605.0,1,0,1,5,1,10,0,0,2.2797619047619047,0.1150190838784888
+Hummelsbüttel,18709.0,3487.0,18.6,4504.0,24.1,9026.0,2.0,9.1,2060.0,6854.0,60.7,663.0,2913.0,8900.0,88.3,42.0,1547.0,17.4,998.0,4899.0,2311.0,26.0,3835.0,42.5,7872.0,300196.0,57208.0,38135.0,25099.0,0,0,0,4,0,5,0,0,0.19047619047619047,0.0930085818664031
+Lemsahl-Mellingstedt,7070.0,1452.0,20.5,1578.0,22.3,3124.0,2.3,8.0,884.0,2409.0,56.5,83.0,2569.0,3075.0,132.0,57.4,40.0,1.3,863.0,3984.0,2696.0,87.7,944.0,30.2,3126.0,235049.0,59514.0,75191.0,43877.0,0,0,0,0,0,2,0,0,0.0,0.1503245616199832
+Duvenstedt,5982.0,1222.0,20.4,1189.0,19.9,2602.0,2.2,6.8,882.0,2150.0,56.4,101.0,1852.0,2653.0,119.1,52.8,82.0,3.1,861.0,4818.0,1902.0,71.7,859.0,33.0,2738.0,179871.0,42997.0,65694.0,38567.0,1,0,0,1,0,6,0,0,1.0476190476190477,0.1651796202748928
+Wohldorf-Ohlstedt,4804.0,1011.0,21.0,1066.0,22.2,2161.0,2.3,17.3,278.0,1513.0,52.3,49.0,1631.0,2109.0,143.7,63.1,28.0,1.3,960.0,4867.0,1676.0,79.5,723.0,33.5,2066.0,194688.0,62811.0,94234.0,47709.0,1,0,0,0,0,4,0,0,1.0,0.1877455565462469
+Bergstedt,10767.0,2280.0,21.2,2367.0,22.0,4864.0,2.2,7.0,1530.0,3765.0,57.9,202.0,2949.0,4793.0,103.5,46.1,187.0,3.9,921.0,4645.0,2897.0,60.4,1828.0,37.6,4836.0,248443.0,52148.0,51374.0,33078.0,0,0,0,0,0,2,0,0,0.0,0.1624469763849286
+Volksdorf,20814.0,4043.0,19.4,5673.0,27.3,9592.0,2.1,11.6,1798.0,6435.0,54.3,357.0,5707.0,9348.0,113.7,51.1,359.0,3.8,1173.0,5823.0,5483.0,58.7,3760.0,39.2,9494.0,605366.0,146116.0,63763.0,37035.0,1,0,1,5,0,11,0,0,1.6130952380952381,0.1737875057099313
+Rahlstedt,96499.0,17822.0,18.5,20142.0,20.9,47829.0,1.9,26.6,3632.0,36647.0,59.7,3251.0,15707.0,45675.0,81.4,38.6,3435.0,7.5,852.0,4204.0,12931.0,28.3,22410.0,46.9,42075.0,1406110.0,235800.0,33419.0,24401.0,2,0,2,21,2,21,0,0,5.083333333333333,0.1423928185932517
+Lohbrügge,41179.0,6821.0,16.6,9221.0,22.4,21718.0,1.9,13.0,3157.0,16842.0,64.2,1509.0,5923.0,21178.0,75.7,38.9,1512.0,7.1,779.0,4153.0,4560.0,21.5,10712.0,49.3,18234.0,531095.0,81142.0,29127.0,22256.0,1,0,0,3,0,18,0,0,1.1428571428571428,0.1337325472567009
+Bergedorf,36757.0,6532.0,17.8,7403.0,20.1,19021.0,1.9,10.4,3548.0,14838.0,62.2,1363.0,5324.0,18048.0,79.4,39.0,701.0,3.9,866.0,4587.0,4165.0,23.1,9461.0,49.7,15979.0,560046.0,99694.0,35049.0,25286.0,3,0,0,10,1,33,0,0,4.142857142857142,0.1884496361119537
+Curslack,4143.0,867.0,20.9,644.0,15.5,1725.0,2.1,10.6,392.0,1671.0,60.5,119.0,997.0,1569.0,105.3,39.9,5.0,0.3,536.0,,1018.0,64.9,642.0,37.2,1711.0,71027.0,12793.0,41512.0,30011.0,0,0,0,1,0,2,0,0,0.047619047619047616,0.2191080158664735
+Altengamme,2341.0,446.0,19.1,467.0,19.9,1057.0,2.2,15.6,150.0,975.0,65.9,31.0,670.0,961.0,108.1,44.4,4.0,0.4,457.0,,729.0,75.9,372.0,35.2,1060.0,50181.0,10139.0,47341.0,31455.0,0,0,0,0,0,0,0,0,0.0,0.2773134206995098
+Neuengamme,3720.0,632.0,17.0,813.0,21.9,1765.0,2.1,18.6,200.0,1510.0,63.6,74.0,1097.0,1639.0,107.4,47.3,20.0,1.2,505.0,,1178.0,71.9,652.0,36.9,1791.0,73316.0,12853.0,40936.0,30104.0,0,1,0,1,0,0,0,0,0.047619047619047616,0.1921311060698757
+Kirchwerder,10311.0,1909.0,18.5,2099.0,20.4,4708.0,2.2,32.3,319.0,4433.0,67.2,161.0,2950.0,4528.0,105.4,46.3,18.0,0.4,479.0,,3202.0,70.7,1680.0,35.7,4668.0,183380.0,30896.0,39284.0,29550.0,0,2,0,2,0,7,0,0,0.09523809523809523,0.1611374983758046
+Ochsenwerder,3030.0,612.0,20.2,509.0,16.8,1411.0,2.2,14.1,215.0,1336.0,67.6,40.0,824.0,1284.0,116.3,49.3,21.0,1.6,443.0,,845.0,65.8,520.0,36.9,1265.0,48872.0,8415.0,38634.0,28649.0,0,0,0,0,0,2,0,0,0.0,0.1060919225515103
+Reitbrook,540.0,90.0,16.7,127.0,23.5,260.0,2.1,6.9,78.0,,,,157.0,245.0,119.9,54.4,0.0,0.0,444.0,,165.0,67.3,100.0,38.5,242.0,8964.0,1417.0,37041.0,27596.0,0,0,0,0,0,0,0,0,0.0,0.1304249860487555
+Allermöhe,1421.0,219.0,15.4,299.0,21.0,722.0,2.0,8.6,165.0,586.0,62.2,32.0,466.0,621.0,114.5,50.0,0.0,0.0,507.0,4651.0,515.0,82.9,321.0,44.5,696.0,26705.0,4617.0,38369.0,29205.0,0,0,0,0,0,1,0,0,0.0,0.1124176074186049
+Billwerder,3790.0,866.0,22.8,317.0,8.4,788.0,2.0,9.5,400.0,1101.0,40.5,255.0,417.0,1006.0,79.4,21.1,776.0,77.1,520.0,,411.0,40.9,349.0,44.3,643.0,19660.0,3229.0,30575.0,21857.0,0,0,0,0,0,0,0,0,0.0,0.1071132477734979
+Moorfleet,1177.0,188.0,16.0,200.0,17.0,581.0,1.9,4.4,269.0,467.0,56.3,38.0,339.0,456.0,101.5,39.3,0.0,0.0,446.0,,367.0,80.5,256.0,44.1,565.0,19429.0,3044.0,34387.0,26612.0,0,0,0,0,0,3,0,0,0.0,0.0766098899075766
+Tatenberg,573.0,94.0,16.4,114.0,19.9,272.0,2.2,3.1,187.0,,,,177.0,236.0,115.3,47.5,0.0,0.0,446.0,,200.0,84.7,104.0,38.2,260.0,11076.0,1848.0,42598.0,30381.0,0,0,0,0,0,1,0,0,0.0,0.0866219236637911
+Spadenland,551.0,77.0,14.0,129.0,23.4,274.0,2.0,3.4,161.0,,,,121.0,239.0,103.6,44.9,0.0,0.0,446.0,,121.0,50.6,115.0,42.0,261.0,9202.0,1403.0,35255.0,27451.0,0,0,0,0,0,1,0,0,0.0,0.0789929000564392
+Neuallermöhe,23368.0,5256.0,22.5,2871.0,12.3,9891.0,2.3,4.2,5558.0,10012.0,62.0,977.0,3206.0,9444.0,80.0,32.3,4749.0,50.3,546.0,,2508.0,26.6,3329.0,33.7,9440.0,270293.0,36711.0,28633.0,22775.0,2,0,2,4,0,3,0,0,2.9404761904761907,0.1458137234900372
+Harburg,27957.0,4497.0,16.1,2832.0,10.1,15605.0,1.7,4.0,7006.0,11972.0,56.3,1587.0,1629.0,13513.0,59.8,28.9,1258.0,9.3,672.0,4388.0,294.0,2.2,9521.0,61.0,9499.0,197321.0,27293.0,20773.0,15550.0,2,0,2,19,0,40,0,0,3.6547619047619047,0.0754873106210107
+Neuland und Gut Moor,1829.0,449.0,24.5,261.0,14.3,711.0,2.1,10.1,182.0,626.0,53.0,70.0,448.0,589.0,102.7,33.1,0.0,0.0,,,488.0,82.9,300.0,42.2,693.0,22380.0,3635.0,32295.0,25627.0,0,0,0,0,0,1,0,0,0.0,0.077616911105376
+Wilstorf,17671.0,3255.0,18.4,3184.0,18.0,9523.0,1.9,3.4,5163.0,7355.0,62.9,789.0,2062.0,8775.0,69.0,34.2,703.0,8.0,681.0,3488.0,1452.0,16.5,5153.0,54.1,7823.0,199630.0,28262.0,25518.0,20679.0,0,0,0,2,0,6,0,0,0.09523809523809523,0.0956320762400133
+Rönneburg,3417.0,662.0,19.4,630.0,18.4,1558.0,2.1,2.2,1520.0,1333.0,59.3,121.0,810.0,1449.0,96.3,40.8,6.0,0.4,628.0,2922.0,786.0,54.2,646.0,41.5,1443.0,56057.0,9983.0,38848.0,29011.0,0,0,0,0,0,1,0,0,0.0,0.1015759730171323
+Langenbek,4013.0,679.0,16.9,975.0,24.3,2015.0,2.0,0.8,5057.0,1570.0,63.5,99.0,1199.0,1880.0,86.8,40.6,154.0,8.2,642.0,,1133.0,60.3,798.0,39.6,1924.0,65860.0,10347.0,34231.0,26808.0,0,0,0,0,0,2,0,0,0.0,0.1135591285689898
+Sinstorf,4292.0,1047.0,24.4,639.0,14.9,1759.0,2.2,2.5,1706.0,1648.0,59.8,160.0,901.0,1650.0,89.6,34.4,143.0,8.7,569.0,3924.0,933.0,56.5,692.0,39.3,1667.0,55558.0,8864.0,33328.0,27015.0,0,0,0,0,0,1,0,0,0.0,0.1204152449318057
+Marmstorf,8988.0,1486.0,16.5,2361.0,26.3,4610.0,2.0,5.8,1538.0,3319.0,61.4,204.0,2254.0,4339.0,89.5,43.2,142.0,3.3,712.0,3225.0,2148.0,49.5,2044.0,44.3,4505.0,163591.0,28212.0,36313.0,26643.0,0,0,0,0,0,4,0,0,0.0,0.1090955273116542
+Eißendorf,25283.0,4476.0,17.7,4909.0,19.4,13314.0,1.9,8.3,3032.0,10376.0,62.5,874.0,4387.0,12487.0,78.8,38.9,549.0,4.4,717.0,4145.0,3734.0,29.9,6695.0,50.3,11549.0,380983.0,65253.0,32988.0,23644.0,0,0,1,2,0,7,0,0,0.47023809523809523,0.0928946789410024
+Heimfeld,22591.0,3992.0,17.7,3389.0,15.0,12344.0,1.8,13.0,1737.0,9881.0,62.5,998.0,2523.0,10721.0,71.4,33.9,1814.0,16.9,646.0,4135.0,1577.0,14.7,6883.0,55.8,9595.0,289118.0,47605.0,30132.0,21622.0,0,0,0,2,0,8,0,0,0.09523809523809523,0.0729535093704136
+Moorburg und Altenwerder,706.0,130.0,18.4,120.0,17.0,396.0,1.8,16.7,42.0,,,,227.0,329.0,99.5,46.4,0.0,0.0,,,243.0,73.9,221.0,55.8,361.0,12471.0,2151.0,34544.0,25536.0,0,0,0,0,0,3,0,0,0.0,0.0606578105525687
+Hausbruch,16868.0,3196.0,18.9,3554.0,21.1,7829.0,2.1,9.8,1715.0,6492.0,60.8,758.0,3053.0,7323.0,85.0,36.9,1030.0,14.1,541.0,3877.0,2793.0,38.1,3134.0,40.0,7349.0,227990.0,36179.0,31023.0,21355.0,0,0,1,1,0,1,0,0,0.4226190476190476,0.1041156579412436
+Neugraben-Fischbek,33963.0,7480.0,22.0,6318.0,18.6,15602.0,2.2,22.5,1508.0,12746.0,59.9,1493.0,6669.0,14755.0,87.0,37.8,1078.0,7.3,554.0,3912.0,6124.0,41.5,6247.0,40.0,12290.0,382231.0,60244.0,31101.0,22492.0,1,0,0,4,1,8,0,0,1.857142857142857,0.1302111684835034
+Francop,736.0,119.0,16.2,133.0,18.1,374.0,2.0,8.8,84.0,,,,208.0,347.0,98.5,46.4,0.0,0.0,427.0,,255.0,73.5,161.0,43.0,356.0,12738.0,2083.0,35782.0,26568.0,0,0,0,0,0,0,0,0,0.0,0.114625979168997
+Neuenfelde,5245.0,1251.0,23.9,748.0,14.3,2337.0,2.2,15.7,335.0,1957.0,57.1,253.0,1103.0,2037.0,95.4,37.1,309.0,15.2,401.0,,1261.0,61.9,1033.0,44.2,1909.0,62765.0,10422.0,32879.0,22909.0,0,0,1,0,0,2,0,0,0.375,0.1627909429116437
+Cranz,810.0,130.0,16.0,154.0,19.0,460.0,1.8,1.3,608.0,,,,170.0,405.0,87.5,43.7,0.0,0.0,451.0,,146.0,36.0,252.0,54.8,378.0,11845.0,2018.0,31335.0,22852.0,0,0,0,0,0,2,0,0,0.0,0.2006863634731651
diff --git a/data_preparation.ipynb b/data_preparation.ipynb
index 14725d0272f9d4689ebdc6a3cc27df62d238624d..dd2a0bd2a4862575763c9c2f50b71b8bd9897c88 100644
--- a/data_preparation.ipynb
+++ b/data_preparation.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 152,
+ "execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
@@ -13,7 +13,8 @@
"import matplotlib.pyplot as plt \n",
"import contextily as cx\n",
"from shapely.geometry import Point\n",
- "from sklearn.preprocessing import StandardScaler\n",
+ "from sklearn.preprocessing import MinMaxScaler\n",
+ "\n",
"\n"
]
},
@@ -26,7 +27,7 @@
},
{
"cell_type": "code",
- "execution_count": 153,
+ "execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
@@ -43,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 154,
+ "execution_count": 38,
"metadata": {},
"outputs": [
{
@@ -186,7 +187,7 @@
"[75 rows x 4 columns]"
]
},
- "execution_count": 154,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
@@ -206,7 +207,7 @@
},
{
"cell_type": "code",
- "execution_count": 155,
+ "execution_count": 39,
"metadata": {},
"outputs": [
{
@@ -233,7 +234,7 @@
},
{
"cell_type": "code",
- "execution_count": 156,
+ "execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
@@ -253,7 +254,7 @@
},
{
"cell_type": "code",
- "execution_count": 157,
+ "execution_count": 41,
"metadata": {},
"outputs": [],
"source": [
@@ -270,7 +271,7 @@
},
{
"cell_type": "code",
- "execution_count": 158,
+ "execution_count": 42,
"metadata": {},
"outputs": [
{
@@ -408,7 +409,7 @@
"1 02605 605 46244.126852 5.236209e+07 Neuengamme 0 "
]
},
- "execution_count": 158,
+ "execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
@@ -429,7 +430,7 @@
},
{
"cell_type": "code",
- "execution_count": 159,
+ "execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
@@ -448,7 +449,7 @@
},
{
"cell_type": "code",
- "execution_count": 160,
+ "execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
@@ -462,7 +463,7 @@
},
{
"cell_type": "code",
- "execution_count": 161,
+ "execution_count": 45,
"metadata": {},
"outputs": [
{
@@ -485,7 +486,7 @@
},
{
"cell_type": "code",
- "execution_count": 162,
+ "execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
@@ -504,7 +505,7 @@
},
{
"cell_type": "code",
- "execution_count": 163,
+ "execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
@@ -525,7 +526,7 @@
},
{
"cell_type": "code",
- "execution_count": 164,
+ "execution_count": 48,
"metadata": {},
"outputs": [
{
@@ -548,7 +549,7 @@
},
{
"cell_type": "code",
- "execution_count": 165,
+ "execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
@@ -567,7 +568,7 @@
},
{
"cell_type": "code",
- "execution_count": 166,
+ "execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
@@ -595,7 +596,7 @@
},
{
"cell_type": "code",
- "execution_count": 167,
+ "execution_count": 51,
"metadata": {},
"outputs": [
{
@@ -628,7 +629,7 @@
},
{
"cell_type": "code",
- "execution_count": 168,
+ "execution_count": 52,
"metadata": {},
"outputs": [
{
@@ -683,7 +684,7 @@
},
{
"cell_type": "code",
- "execution_count": 169,
+ "execution_count": 53,
"metadata": {},
"outputs": [],
"source": [
@@ -700,7 +701,7 @@
},
{
"cell_type": "code",
- "execution_count": 170,
+ "execution_count": 54,
"metadata": {},
"outputs": [
{
@@ -733,7 +734,7 @@
},
{
"cell_type": "code",
- "execution_count": 171,
+ "execution_count": 55,
"metadata": {},
"outputs": [
{
@@ -929,7 +930,7 @@
"max 4.000000 "
]
},
- "execution_count": 171,
+ "execution_count": 55,
"metadata": {},
"output_type": "execute_result"
}
@@ -940,7 +941,7 @@
},
{
"cell_type": "code",
- "execution_count": 172,
+ "execution_count": 56,
"metadata": {},
"outputs": [
{
@@ -1025,7 +1026,7 @@
" <td>129</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
- " <td>5.912911</td>\n",
+ " <td>2.565476</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HafenCity</th>\n",
@@ -1046,7 +1047,7 @@
" <td>56</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
- " <td>2.079375</td>\n",
+ " <td>1.952381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Neustadt</th>\n",
@@ -1067,7 +1068,7 @@
" <td>140</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
- " <td>7.436599</td>\n",
+ " <td>2.702381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>St. Pauli</th>\n",
@@ -1088,7 +1089,7 @@
" <td>109</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
- " <td>2.640669</td>\n",
+ " <td>1.851190</td>\n",
" </tr>\n",
" <tr>\n",
" <th>St. Georg</th>\n",
@@ -1109,7 +1110,7 @@
" <td>80</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
- " <td>4.862918</td>\n",
+ " <td>2.523810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
@@ -1151,7 +1152,7 @@
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Kleiner Grasbrook und Steinwerder</th>\n",
@@ -1172,7 +1173,7 @@
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Waltershof und Finkenwerder</th>\n",
@@ -1193,7 +1194,7 @@
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-1.666563</td>\n",
+ " <td>1.142857</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Moorburg und Altenwerder</th>\n",
@@ -1214,7 +1215,7 @@
" <td>3</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Neuland und Gut Moor</th>\n",
@@ -1235,7 +1236,7 @@
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@@ -1371,22 +1372,22 @@
"\n",
" vegan_restaurants_count art_score \n",
"stadtteil \n",
- "Hamburg-Altstadt 4 5.912911 \n",
- "HafenCity 1 2.079375 \n",
- "Neustadt 4 7.436599 \n",
- "St. Pauli 2 2.640669 \n",
- "St. Georg 4 4.862918 \n",
+ "Hamburg-Altstadt 4 2.565476 \n",
+ "HafenCity 1 1.952381 \n",
+ "Neustadt 4 2.702381 \n",
+ "St. Pauli 2 1.851190 \n",
+ "St. Georg 4 2.523810 \n",
"... ... ... \n",
- "Cranz 0 -7.032744 \n",
- "Kleiner Grasbrook und Steinwerder 0 -7.032744 \n",
- "Waltershof und Finkenwerder 0 -1.666563 \n",
- "Moorburg und Altenwerder 0 -7.032744 \n",
- "Neuland und Gut Moor 0 -7.032744 \n",
+ "Cranz 0 0.000000 \n",
+ "Kleiner Grasbrook und Steinwerder 0 0.000000 \n",
+ "Waltershof und Finkenwerder 0 1.142857 \n",
+ "Moorburg und Altenwerder 0 0.000000 \n",
+ "Neuland und Gut Moor 0 0.000000 \n",
"\n",
"[99 rows x 18 columns]"
]
},
- "execution_count": 172,
+ "execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
@@ -1427,7 +1428,7 @@
" temp_df = df.loc[:, \"market_count\":\"vegan_restaurants_count\"].copy()\n",
"\n",
" # Scale the copied data\n",
- " scaler = StandardScaler()\n",
+ " scaler = MinMaxScaler()\n",
" scaled_values = scaler.fit_transform(temp_df)\n",
"\n",
" # Compute art_score using the scaled data\n",
@@ -1444,7 +1445,7 @@
},
{
"cell_type": "code",
- "execution_count": 173,
+ "execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
@@ -1473,7 +1474,7 @@
},
{
"cell_type": "code",
- "execution_count": 174,
+ "execution_count": 58,
"metadata": {},
"outputs": [],
"source": [
@@ -1495,7 +1496,7 @@
},
{
"cell_type": "code",
- "execution_count": 175,
+ "execution_count": 59,
"metadata": {},
"outputs": [],
"source": [
@@ -1536,7 +1537,7 @@
},
{
"cell_type": "code",
- "execution_count": 176,
+ "execution_count": 60,
"metadata": {},
"outputs": [],
"source": [
@@ -1559,7 +1560,7 @@
},
{
"cell_type": "code",
- "execution_count": 177,
+ "execution_count": 61,
"metadata": {},
"outputs": [],
"source": [
@@ -1571,7 +1572,7 @@
},
{
"cell_type": "code",
- "execution_count": 178,
+ "execution_count": 62,
"metadata": {},
"outputs": [
{
@@ -1579,7 +1580,7 @@
"output_type": "stream",
"text": [
"same False\n",
- "difference {'St. Pauli', 'Moorburg und Altenwerder', 'Altenwerder und Moorbur', 'St Georg', 'St. Georg', 'St Pauli'}\n"
+ "difference {'St Pauli', 'Moorburg und Altenwerder', 'St. Pauli', 'St Georg', 'Altenwerder und Moorbur', 'St. Georg'}\n"
]
},
{
@@ -1786,7 +1787,7 @@
"[99 rows x 5 columns]"
]
},
- "execution_count": 178,
+ "execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
@@ -1808,7 +1809,7 @@
},
{
"cell_type": "code",
- "execution_count": 179,
+ "execution_count": 63,
"metadata": {},
"outputs": [
{
@@ -2015,7 +2016,7 @@
"[99 rows x 5 columns]"
]
},
- "execution_count": 179,
+ "execution_count": 63,
"metadata": {},
"output_type": "execute_result"
}
@@ -2033,7 +2034,7 @@
},
{
"cell_type": "code",
- "execution_count": 180,
+ "execution_count": 64,
"metadata": {},
"outputs": [
{
@@ -2658,7 +2659,7 @@
"[99 rows x 29 columns]"
]
},
- "execution_count": 180,
+ "execution_count": 64,
"metadata": {},
"output_type": "execute_result"
}
@@ -2673,7 +2674,7 @@
},
{
"cell_type": "code",
- "execution_count": 181,
+ "execution_count": 65,
"metadata": {},
"outputs": [
{
@@ -2690,7 +2691,7 @@
"set()"
]
},
- "execution_count": 181,
+ "execution_count": 65,
"metadata": {},
"output_type": "execute_result"
}
@@ -2709,7 +2710,7 @@
},
{
"cell_type": "code",
- "execution_count": 182,
+ "execution_count": 66,
"metadata": {},
"outputs": [
{
@@ -2747,7 +2748,7 @@
" dtype='object')"
]
},
- "execution_count": 182,
+ "execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
@@ -2769,7 +2770,7 @@
},
{
"cell_type": "code",
- "execution_count": 183,
+ "execution_count": 67,
"metadata": {},
"outputs": [
{
@@ -2838,7 +2839,7 @@
" <td>129</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
- " <td>5.912911</td>\n",
+ " <td>2.565476</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
@@ -2862,7 +2863,7 @@
" <td>56</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
- " <td>2.079375</td>\n",
+ " <td>1.952381</td>\n",
" <td>0.005758</td>\n",
" </tr>\n",
" <tr>\n",
@@ -2886,7 +2887,7 @@
" <td>140</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
- " <td>7.436599</td>\n",
+ " <td>2.702381</td>\n",
" <td>0.001174</td>\n",
" </tr>\n",
" <tr>\n",
@@ -2910,7 +2911,7 @@
" <td>109</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
- " <td>2.640669</td>\n",
+ " <td>1.851190</td>\n",
" <td>0.009631</td>\n",
" </tr>\n",
" <tr>\n",
@@ -2934,7 +2935,7 @@
" <td>80</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
- " <td>4.862918</td>\n",
+ " <td>2.523810</td>\n",
" <td>0.008493</td>\n",
" </tr>\n",
" <tr>\n",
@@ -2982,7 +2983,7 @@
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-4.121472</td>\n",
+ " <td>0.422619</td>\n",
" <td>0.104116</td>\n",
" </tr>\n",
" <tr>\n",
@@ -3006,7 +3007,7 @@
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>1.614055</td>\n",
+ " <td>1.857143</td>\n",
" <td>0.130211</td>\n",
" </tr>\n",
" <tr>\n",
@@ -3030,7 +3031,7 @@
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" <td>0.114626</td>\n",
" </tr>\n",
" <tr>\n",
@@ -3054,7 +3055,7 @@
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-4.354132</td>\n",
+ " <td>0.375000</td>\n",
" <td>0.162791</td>\n",
" </tr>\n",
" <tr>\n",
@@ -3078,7 +3079,7 @@
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" <td>0.200686</td>\n",
" </tr>\n",
" </tbody>\n",
@@ -3244,22 +3245,22 @@
"Cranz 2 0 \n",
"\n",
" vegan_restaurants_count art_score distance_rathaus \n",
- "Hamburg-Altstadt 4 5.912911 0.000000 \n",
- "HafenCity 1 2.079375 0.005758 \n",
- "Neustadt 4 7.436599 0.001174 \n",
- "St. Pauli 2 2.640669 0.009631 \n",
- "St. Georg 4 4.862918 0.008493 \n",
+ "Hamburg-Altstadt 4 2.565476 0.000000 \n",
+ "HafenCity 1 1.952381 0.005758 \n",
+ "Neustadt 4 2.702381 0.001174 \n",
+ "St. Pauli 2 1.851190 0.009631 \n",
+ "St. Georg 4 2.523810 0.008493 \n",
"... ... ... ... \n",
- "Hausbruch 0 -4.121472 0.104116 \n",
- "Neugraben-Fischbek 0 1.614055 0.130211 \n",
- "Francop 0 -7.032744 0.114626 \n",
- "Neuenfelde 0 -4.354132 0.162791 \n",
- "Cranz 0 -7.032744 0.200686 \n",
+ "Hausbruch 0 0.422619 0.104116 \n",
+ "Neugraben-Fischbek 0 1.857143 0.130211 \n",
+ "Francop 0 0.000000 0.114626 \n",
+ "Neuenfelde 0 0.375000 0.162791 \n",
+ "Cranz 0 0.000000 0.200686 \n",
"\n",
"[99 rows x 39 columns]"
]
},
- "execution_count": 183,
+ "execution_count": 67,
"metadata": {},
"output_type": "execute_result"
}
@@ -3283,7 +3284,7 @@
},
{
"cell_type": "code",
- "execution_count": 184,
+ "execution_count": 68,
"metadata": {},
"outputs": [
{
@@ -3368,7 +3369,7 @@
" <td>129</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
- " <td>5.912911</td>\n",
+ " <td>2.565476</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HafenCity</th>\n",
@@ -3389,7 +3390,7 @@
" <td>56</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
- " <td>2.079375</td>\n",
+ " <td>1.952381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Neustadt</th>\n",
@@ -3410,7 +3411,7 @@
" <td>140</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
- " <td>7.436599</td>\n",
+ " <td>2.702381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>St. Pauli</th>\n",
@@ -3431,7 +3432,7 @@
" <td>109</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
- " <td>2.640669</td>\n",
+ " <td>1.851190</td>\n",
" </tr>\n",
" <tr>\n",
" <th>St. Georg</th>\n",
@@ -3452,7 +3453,7 @@
" <td>80</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
- " <td>4.862918</td>\n",
+ " <td>2.523810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
@@ -3494,7 +3495,7 @@
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Kleiner Grasbrook und Steinwerder</th>\n",
@@ -3515,7 +3516,7 @@
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Waltershof und Finkenwerder</th>\n",
@@ -3536,7 +3537,7 @@
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-1.666563</td>\n",
+ " <td>1.142857</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Moorburg und Altenwerder</th>\n",
@@ -3557,7 +3558,7 @@
" <td>3</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Neuland und Gut Moor</th>\n",
@@ -3578,7 +3579,7 @@
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
- " <td>-7.032744</td>\n",
+ " <td>0.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@@ -3714,22 +3715,22 @@
"\n",
" vegan_restaurants_count art_score \n",
"stadtteil \n",
- "Hamburg-Altstadt 4 5.912911 \n",
- "HafenCity 1 2.079375 \n",
- "Neustadt 4 7.436599 \n",
- "St. Pauli 2 2.640669 \n",
- "St. Georg 4 4.862918 \n",
+ "Hamburg-Altstadt 4 2.565476 \n",
+ "HafenCity 1 1.952381 \n",
+ "Neustadt 4 2.702381 \n",
+ "St. Pauli 2 1.851190 \n",
+ "St. Georg 4 2.523810 \n",
"... ... ... \n",
- "Cranz 0 -7.032744 \n",
- "Kleiner Grasbrook und Steinwerder 0 -7.032744 \n",
- "Waltershof und Finkenwerder 0 -1.666563 \n",
- "Moorburg und Altenwerder 0 -7.032744 \n",
- "Neuland und Gut Moor 0 -7.032744 \n",
+ "Cranz 0 0.000000 \n",
+ "Kleiner Grasbrook und Steinwerder 0 0.000000 \n",
+ "Waltershof und Finkenwerder 0 1.142857 \n",
+ "Moorburg und Altenwerder 0 0.000000 \n",
+ "Neuland und Gut Moor 0 0.000000 \n",
"\n",
"[99 rows x 18 columns]"
]
},
- "execution_count": 184,
+ "execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
@@ -3747,13 +3748,13 @@
},
{
"cell_type": "code",
- "execution_count": 185,
+ "execution_count": 70,
"metadata": {},
"outputs": [],
"source": [
"## ------------------- Export final Data_csv ------------------------ ##\n",
"\n",
- "# data_df.to_csv(\"Data/final_data.csv\", sep=',', encoding='utf-8')\n"
+ "data_df.to_csv(\"Data/final_data.csv\", sep=',', encoding='utf-8')\n"
]
}
],