diff --git a/gminy_centroid.csv b/gminy_centroid.csv
new file mode 100644
index 00000000..314a3043
--- /dev/null
+++ b/gminy_centroid.csv
@@ -0,0 +1,2478 @@
+"nazwa","TERYT","odl_Wawa","odl_woj"
+"Tomice","1218082",278,37
+"Lwówek Śląski","0212033",397,97
+"Warlubie","0414112",228,67
+"Gostycyn","0416022",260,75
+"Biała Podlaska","0601032",134,97
+"Wisznice","0601182",153,75
+"Sławatycze","0601142",178,93
+"Piszczac","0601112",162,100
+"Rossosz","0601132",148,80
+"Buczek","1003012",152,35
+"Józefów","1417011",16,16
+"Celestynów","1417032",31,31
+"Kuczbork-Osada","1437022",119,119
+"Choroszcz","2002013",164,13
+"Tuchola","0416063",265,85
+"Chodecz","0418063",140,75
+"Turobin","0602142",196,46
+"Gubin","0802052",432,51
+"Gubin","0802011",433,53
+"Bytnica","0802032",403,36
+"Witonia","1004082",122,43
+"Lesznowola","1418032",20,20
+"Bodzanów","1419022",78,78
+"Chmielnik","1816042",263,13
+"Trzebownisko","1816132",245,14
+"Łapy","2002063",149,24
+"Poświętne","2002082",141,33
+"Lubraniec","0418123",154,58
+"Częstochowa","2464011",208,67
+"Międzyrzecz","0803023",374,57
+"Bytom Odrzański","0804023",365,31
+"Ośno Lubuskie","0805033",421,72
+"Rzgów","1006103",124,13
+"Paradyż","1007052",123,67
+"Opoczno","1007043",105,70
+"Sławno","1007072",112,62
+"Załuski","1420122",48,48
+"Gogolin","1605013",286,22
+"Zdzieszowice","1605053",288,31
+"Przemków","0216053",370,92
+"Borów","0217012",320,30
+"Jasienica","2402052",306,43
+"Wilamowice","2402093",291,35
+"Janowiec","0614032",115,49
+"Końskowola","0614052",116,40
+"Puławy","0614092",104,54
+"Liniewo","2206052",278,43
+"Zapolice","1019032",167,48
+"Galewice","1018032",214,94
+"Skołyszyn","1805092",277,55
+"Wojaszówka","1807092",276,32
+"Wojcieszów","0226011",383,77
+"Złotoryja","0226021",376,75
+"Pakość","0407073",211,40
+"Rojewo","0407082",202,22
+"Bobrowniki","0408022",152,38
+"Boleszkowice","3210022",445,82
+"Nowogródek Pomorski","3210052",413,66
+"Ulan-Majorat","0615072",106,69
+"Nowodwór","0616032",95,59
+"Stężyca","0616052",84,72
+"Świdnik","0617011",159,8
+"Głowno","1020011",97,26
+"Głowno","1020052",98,28
+"Rogów","1021052",93,28
+"Garwolin","1403011",54,54
+"Borowie","1403032",58,58
+"Żelechów","1403143",73,73
+"Horyniec-Zdrój","1809032",277,105
+"Wąsosz","0204043",308,53
+"Kozielice","3212022",434,40
+"Darłowo","3213032",393,159
+"Tomaszów Lubelski","0618011",258,105
+"Rachanie","0618072",255,102
+"Potęgowo","2212072",345,81
+"Główczyce","2212042",361,90
+"Kobylnica","2212062",362,112
+"Huszlew","1410012",122,122
+"Łosice","1410023",115,115
+"Barczewo","2814013",181,18
+"Bisztynek","2801043",207,47
+"Grunwald","2815032",157,35
+"Ostróda","2815011",180,35
+"Olsztyn","2862011",176,0
+"Pozezdrze","2819022",220,101
+"Lelkowo","2802042",241,65
+"Działdowo","2803011",127,63
+"Braniewo","2802022",251,77
+"Margonin","3001043",280,64
+"Drawsko","3002032",348,75
+"Połajewo","3002062",305,46
+"Włoszakowice","3013072",322,64
+"Rydzyna","3013043",305,71
+"Czajków","3018012",208,140
+"Kaczory","3019032",300,82
+"Piła","3019011",307,82
+"Wysoka","3019093",290,89
+"Ujście","3019073",308,72
+"Kleszczewo","3021062",267,19
+"Obrzycko","3024042",311,41
+"Miejska Górka","3022033",287,81
+"Skoki","3028053",267,34
+"Krajenka","3031033",301,95
+"Wilczyn","3010142",198,87
+"Nagłowice","2602042",187,41
+"Sędziszów","2602063",199,51
+"Imielno","2602012",188,33
+"Bieliny","2604012",156,24
+"Mniów","2604112",142,21
+"Końskie","2605033",127,38
+"Stąporków","2605083",125,33
+"Ożarów","2606053",158,77
+"Wilczyce","2609082",170,73
+"Pińczów","2608043",198,42
+"Osiek","2612043",192,67
+"Waśniów","2607062",150,43
+"Złota","2608052",208,52
+"Sandomierz","2609011",179,82
+"Samborzec","2609072",180,75
+"Giżycko","2806011",206,90
+"Pasłęk","2804073",221,59
+"Kluczewsko","2613012",161,50
+"Iława","2807011",182,63
+"Cisna","1821022",352,97
+"Lutowiska","1801052",361,109
+"Mrozy","1412123",57,57
+"Szczawnica","1211023",314,79
+"Sękowa","1205092",293,101
+"Szczytna","0208143",382,90
+"Lewin Kłodzki","0208092",388,93
+"Józefów nad Wisłą","0612023",147,50
+"Wiślica","2601083",209,54
+"Sanniki","1404043",82,82
+"Jednorożec","1422042",103,103
+"Jasionówka","2008022",185,31
+"Tychy","2477011",275,10
+"Nowe Miasto nad Wartą","3025032",251,50
+"Sopot","2264011",297,13
+"Hel","2211011",307,31
+"Krokowa","2211062",343,59
+"Rawa Mazowiecka","1013042",76,52
+"Zduńska Wola","1019042",161,41
+"Czerniewice","1016042",89,50
+"Mały Płock","2006042",135,80
+"Iława","2807032",185,60
+"Bartoszyce","2801032",222,53
+"Świerklaniec","2413072",248,26
+"Orzesze","2408031",284,19
+"Sadowne","1433072",71,71
+"Wolin","3207063",468,51
+"Pacanów","2601043",207,61
+"Swarzędz","3021163",270,14
+"Myślibórz","3210043",427,55
+"Goszczyn","1406042",56,56
+"Błędów","1406022",56,56
+"Czarna","1810032",248,18
+"Wolbrom","1212073",225,42
+"Sucha Beskidzka","1215021",297,46
+"Wądroże Wielkie","0205062",348,44
+"Wielgie","0408092",135,53
+"Tłuchowo","0408082",124,64
+"Radziejów","0411011",177,44
+"Chociwel","3214023",409,48
+"Ińsko","3214053",393,63
+"Urszulin","0619052",173,47
+"Radecznica","0620082",211,61
+"Starogard Gdański","2213122",259,42
+"Zblewo","2213132",264,52
+"Tczew","2214062",260,31
+"Szelków","1411102",65,65
+"Mińsk Mazowiecki","1412011",35,35
+"Stanisławów","1412142",31,31
+"Sulejówek","1412151",15,15
+"Gniewoszów","1407032",98,98
+"Łańcut","1810042",259,20
+"Rzepiennik Strzyżewski","1216072",271,82
+"Kłodzko","0208072",371,87
+"Tuczno","3217043",350,103
+"Chełm","0662011",208,65
+"Zamość","0664011",227,73
+"Brody","0811032",434,54
+"Linia","2215062",321,47
+"Mława","1413011",110,110
+"Harasiuki","1812012",217,64
+"Wojnicz","1216133",255,59
+"Ruja","0209082",344,43
+"Więcbork","0413043",274,87
+"Drzycim","0414032",233,58
+"Dobra","3218013",417,45
+"Radowo Małe","3218032",411,59
+"Terespol","0601021",176,120
+"Lipinki Łużyckie","0811052",423,49
+"Zakroczym","1414063",42,42
+"Czerwin","1415032",94,94
+"Krzywcza","1813052",291,46
+"Werbkowice","0604082",251,100
+"Dzwola","0605032",202,61
+"Fajsławice","0606022",184,32
+"Słubice","0805053",438,77
+"Zwierzyn","0806052",378,97
+"Słońsk","0807032",427,86
+"Rząśnia","1009052",177,67
+"Pruszków","1421021",19,19
+"Wiśniowa","1819052",265,29
+"Hajnówka","2005062",181,57
+"Jaworzyna Śląska","0219043",353,46
+"Dębowiec","2403062",317,51
+"Annopol","0607023",161,60
+"Gorzków","0606032",195,41
+"Rudnik","0606092",201,48
+"Skąpe","0808032",384,26
+"Łagów","0808022",397,44
+"Bojadła","0809022",359,22
+"Babimost","0809013",360,32
+"Czarnocin","1010022",119,24
+"Moszczenica","1010062",125,33
+"Rozprza","1010082",140,54
+"Poddębice","1011033",153,42
+"Klwów","1423032",85,85
+"Rusinów","1423072",93,93
+"Dobrodzień","1608013",248,38
+"Iwkowa","1202062",273,49
+"Mońki","2008063",172,39
+"Boguszów-Gorce","0221011",375,69
+"Kamienica Polska","2404042",219,52
+"Michów","0608082",121,37
+"Ostrówek","0608112",128,42
+"Czerwieńsk","0809033",388,15
+"Gomunice","1012042",161,69
+"Lgota Wielka","1012082",171,71
+"Radomsko","1012122",166,75
+"Jastrzębia","1425042",82,82
+"Ozimek","1609083",261,23
+"Babice","1203022",266,40
+"Mędrzechów","1204042",217,74
+"Perlejewo","2010082",109,74
+"Wołów","0222033",323,35
+"Długołęka","0223022",290,17
+"Krzęcin","3202042",388,71
+"Brąszewice","1014032",197,77
+"Wolanów","1425122",95,95
+"Mordy","1426053",99,99
+"Sompolno","3010103",174,110
+"Dąbie","3009043",154,134
+"Stawiszyn","3007093",203,99
+"Trzcinica","3008072",242,156
+"Kłodawa","3009063",149,136
+"Kazimierz Biskupi","3010032",200,85
+"Zakrzewo","3031072",293,112
+"Zduny","3012063",263,87
+"Kłobuck","2406013",206,77
+"Koźmin Wielkopolski","3012033",253,72
+"Wielowieś","2405082",261,45
+"Kuźnia Raciborska","2411053",293,46
+"Kornowac","2411022",307,51
+"Żarki","2409053",213,54
+"Włodowice","2416092",216,51
+"Żarnowiec","2416102",211,68
+"Miedzna","1433062",75,75
+"Korytnica","1433032",55,55
+"Racławice","1208062",219,35
+"Pcim","1209042",285,31
+"Janikowo","0407053",208,47
+"Rymań","3208052",417,84
+"Biesiekierz","3209022",397,121
+"Siedlce","1426082",86,86
+"Leśnica","1611043",282,35
+"Ujazd","1611063",278,41
+"Zawadzkie","1611073",255,44
+"Biecz","1205023",279,94
+"Puńsk","2009042",266,123
+"Kuźnica","2011052",223,52
+"Sidra","2011072",217,50
+"Stoczek Łukowski","0611021",69,92
+"Debrzno","2203043",298,132
+"Głuchów","1015022",82,42
+"Zawidz","1427072",103,103
+"Sokołów Podlaski","1429011",82,82
+"Skarbimierz","1601022",296,37
+"Jasienica Rosielna","1802052",284,30
+"Czarna","1801032",344,91
+"Liszki","1206072",261,19
+"Sokółka","2011083",209,36
+"Suwałki","2012072",239,102
+"Klukowo","2013042",117,57
+"Milanów","0613032",139,62
+"Inowłódz","1016052",98,58
+"Lubochnia","1016062",99,44
+"Sterdyń","1429092",95,95
+"Sochaczew","1428011",56,56
+"Iłów","1428032",71,71
+"Sochaczew","1428072",58,58
+"Teresin","1428082",46,46
+"Jarosław","1804042",262,48
+"Limanowa","1207011",284,47
+"Słopnice","1207112",289,48
+"Dąbrowa Chełmińska","0403022",217,30
+"Solec Kujawski","0403083",210,23
+"Ciechocin","0405022",171,22
+"Radomin","0405052",160,39
+"Świerzno","3207052",451,64
+"Chojna","3206033",457,55
+"Żychlin","1002113",96,53
+"Bedlno","1002022",100,46
+"Bielawa","0202011",355,57
+"Ryńsk","0417052",185,35
+"Rajcza","2417112",338,83
+"Godów","2415052",313,49
+"Istebna","2403092",333,73
+"Świekatowo","0414102",239,56
+"Śliwice","0416052",255,82
+"Drelów","0601042",131,81
+"Janów Podlaski","0601052",150,119
+"Sosnówka","0601152",167,80
+"Tuczna","0601172",168,93
+"Zalesie","0601192",161,111
+"Osieck","1417062",40,40
+"Otwock","1417021",20,20
+"Somianka","1435042",40,40
+"Siemiątkowo","1437052",100,100
+"Tryńcza","1814082",258,40
+"Kraków","1261011",254,0
+"Malczyce","0218022",336,35
+"Udanin","0218052",345,39
+"Milicz","0213033",272,47
+"Józefów","0602073",239,88
+"Tarnogród","0602123",241,99
+"Tereszpol","0602132",225,76
+"Brójce","1006032",116,16
+"Radzanowo","1419102",91,91
+"Płock","1462011",98,98
+"Lubenia","1816102",265,11
+"Besko","1817022",300,47
+"Turośń Kościelna","2002112",158,15
+"Kwidzyn","2207011",218,73
+"Lubanie","0418102",157,36
+"Kowal","0418092",133,66
+"Lubień Kujawski","0418113",130,78
+"Rogowo","0419052",236,71
+"Katowice","2469011",266,0
+"Ruda-Huta","0603092",209,74
+"Dorohusk","0603042",220,81
+"Wierzbica","0603122",188,52
+"Nowe Miasteczko","0804063",373,29
+"Drzewica","1007023",97,74
+"Mała Wieś","1419082",71,71
+"Łąck","1419072",101,101
+"Wyszogród","1419153",64,64
+"Kędzierzyn-Koźle","1603011",287,44
+"Cisek","1603032",297,52
+"Sanok","1817052",303,48
+"Zaleszany","1818062",187,70
+"Wiązów","0217053",310,41
+"Bydgoszcz","0461011",227,40
+"Lisewo","0404042",201,31
+"Unisław","0404072",213,28
+"Będzin","2401011",250,16
+"Żyrzyn","0614112",106,47
+"Nałęczów","0614083",131,25
+"Dziemiany","2206022",295,71
+"Kościerzyna","2206042",293,55
+"Stara Kiszewa","2206082",274,54
+"Lichnowy","2209032",254,31
+"Tarnowiec","1805112",284,46
+"Chorkówka","1807012",292,48
+"Wiśniowa","1209092",281,30
+"Grybów","1210011",291,84
+"Łabowa","1210082",305,87
+"Grybów","1210042",287,80
+"Łagiewniki","0202062",337,40
+"Lipno","0408011",145,43
+"Piaski","0617033",172,20
+"Mełgiew","0617022",163,15
+"Stegna","2210042",265,26
+"Ustka","2212011",382,121
+"Opinogóra Górna","1402072",80,80
+"Sońsk","1402092",64,64
+"Pilawa","1403103",43,43
+"Cieszanów","1809023",263,89
+"Lubaczów","1809042",277,88
+"Wielkie Oczy","1809082",283,82
+"Podegrodzie","1210142",295,64
+"Stary Sącz","1210163",302,73
+"Kotla","0203042",349,95
+"Malechowo","3213042",376,158
+"Ulhówek","0618132",278,125
+"Orneta","2809053",219,45
+"Olsztynek","2814093",156,24
+"Kiwity","2809022",210,41
+"Piecki","2810042",166,58
+"Kurzętnik","2812042",166,75
+"Ruciane-Nida","2816043",161,75
+"Biała Piska","2816013",170,109
+"Pisz","2816033",151,88
+"Miłakowo","2815063",206,34
+"Frombork","2802033",253,82
+"Górowo Iławeckie","2801021",232,57
+"Braniewo","2802011",253,79
+"Krzemieniewo","3013012",295,61
+"Chodzież","3001032",295,65
+"Rogoźno","3016023",282,39
+"Sieraków","3014043",342,64
+"Chrzypsko Wielkie","3014012",330,50
+"Ostrów Wielkopolski","3017011",233,104
+"Białośliwie","3019022",283,81
+"Łobżenica","3019043",280,102
+"Mosina","3021103",286,19
+"Mieścisko","3028042",259,47
+"Wągrowiec","3028011",270,50
+"Tuliszków","3027073",188,105
+"Jastrowie","3031023",323,111
+"Kołaczkowo","3030012",232,56
+"Kamieniec","3005032",312,39
+"Rychwał","3010073",200,93
+"Busko-Zdrój","2601013",198,44
+"Chmielnik","2604043",182,28
+"Górno","2604062",154,13
+"Iwaniska","2606022",169,49
+"Fałków","2605012",140,49
+"Skarżysko-Kamienna","2610011",124,35
+"Michałów","2608032",200,44
+"Bodzechów","2607032",150,53
+"Rytwiany","2612062",192,59
+"Krasocin","2613022",162,36
+"Kielce","2661011",156,0
+"Młynary","2804063",237,69
+"Prostki","2805042",187,128
+"Kętrzyn","2808032",204,69
+"Reszel","2808053",199,55
+"Dukla","1807023",306,60
+"Kietrz","1602043",325,69
+"Zakopane","1217011",338,86
+"Jabłonka","1211052",319,65
+"Piwniczna-Zdrój","1210133",312,86
+"Krynica-Zdrój","1210073",310,97
+"Urzędów","0607083",155,38
+"Zgorzelec","0225072",427,132
+"Zgorzelec","0225021",435,138
+"Złoty Stok","0224073",354,77
+"Świeradów-Zdrój","0210021",424,119
+"Nowa Ruda","0208112",364,65
+"Podgórzyn","0206082",403,97
+"Zielona Góra","0862011",381,0
+"Stepnica","3204073",463,30
+"Skierniewice","1015082",64,56
+"Myszyniec","1415083",127,127
+"Rybnik","2473011",294,35
+"Rawa Mazowiecka","1013011",76,53
+"Sędziszów Małopolski","1815043",244,20
+"Tyczyn","1816143",263,9
+"Tarnowskie Góry","2413041",250,30
+"Koszyce","1214023",232,43
+"Lubowidz","1437033",131,131
+"Dobromierz","0219032",364,57
+"Łódź","1061011",120,0
+"Cielądz","1013032",77,61
+"Andrzejewo","1416022",101,101
+"Lubawa","2807052",168,54
+"Tarnowo Podgórne","3021172",299,16
+"Cewice","2208032",330,62
+"Grudusk","1402052",95,95
+"Sokolniki","1018062",213,94
+"Lututów","1018043",204,85
+"Zaręby Kościelne","1416112",92,92
+"Ostrów Mazowiecka","1416011",85,85
+"Dziwnów","3207013",468,64
+"Trzebiatów","3205083",436,84
+"Puszcza Mariańska","1438032",57,57
+"Stopnica","2601063",198,49
+"Kamieniec Ząbkowicki","0224033",346,68
+"Goraj","0602063",202,55
+"Wiskitki","1438053",52,52
+"Budzyń","3001023",289,54
+"Dubiecko","1813023",285,37
+"Markowa","1810052",264,22
+"Ochotnica Dolna","1211102",306,63
+"Bukowno","1212011",247,48
+"Przeciszów","1213082",275,46
+"Koniusza","1214012",236,21
+"Nowe Brzesko","1214033",236,31
+"Bolków","0205023",375,69
+"Kobylanka","3214062",437,17
+"Stara Dąbrowa","3214092",421,34
+"Biała Podlaska","0661011",144,99
+"Włodawa","0619011",187,77
+"Wyryki","0619082",173,66
+"Pelplin","2214043",244,49
+"Sieciechów","1407072",90,90
+"Rakszawa","1810062",242,26
+"Mielec","1811011",223,40
+"Gawłuszowice","1811042",205,60
+"Radomyśl Wielki","1811083",227,54
+"Chełmek","1213033",270,54
+"Stryszawa","1215072",300,52
+"Gromnik","1216022",266,71
+"Kłodzko","0208021",367,81
+"Mrocza","0410023",261,74
+"Brzuze","0412022",152,44
+"Grzmiąca","3215052",358,127
+"Szczebrzeszyn","0620133",217,65
+"Łęknica","0811011",440,68
+"Legionowo","1408011",21,21
+"Sienno","1409052",130,130
+"Jeżowe","1812032",221,40
+"Jarocin","1812022",204,67
+"Węgorzyno","3218053",399,62
+"Międzyrzec Podlaski","0601102",120,90
+"Rusiec","1001062",177,62
+"Kutno","1002011",115,51
+"Krośniewice","1002043",129,56
+"Dąbrowice","1002032",135,65
+"Olszewo-Borki","1415092",95,95
+"Troszyn","1415112",103,103
+"Lipsko","1409033",127,127
+"Jadów","1434062",48,48
+"Przemyśl","1813082",292,55
+"Orły","1813072",289,61
+"Stubno","1813092",293,74
+"Kalwaria Zebrzydowska","1218033",278,29
+"Andrychów","1218013",293,52
+"Mucharz","1218052",289,43
+"Lanckorona","1218042",280,28
+"Hrubieszów","0604042",254,106
+"Trzeszczany","0604062",243,93
+"Godziszów","0605042",189,49
+"Chrzanów","0605022",194,49
+"Kraśniczyn","0606062",215,64
+"Krasnystaw","0606011",201,49
+"Stare Kurowo","0806032",370,102
+"Pabianice","1008021",133,15
+"Strzelce Wielkie","1009072",179,74
+"Siemkowice","1009062",189,75
+"Brwinów","1421033",24,24
+"Lesko","1821033",321,67
+"Czyże","2005042",172,42
+"Prusice","0220023",301,30
+"Brenna","2403042",317,55
+"Kraśnik","0607052",163,41
+"Torzym","0807053",410,53
+"Potworów","1423052",86,86
+"Obryte","1424022",56,56
+"Praszka","1608043",220,60
+"Radłów","1608052",226,53
+"Borzęcin","1202012",242,51
+"Gnojnik","1202052",262,48
+"Zawonia","0220052",283,28
+"Wisznia Mała","0220042",300,11
+"Wałbrzych","0265011",368,62
+"Olsztyn","2404122",207,61
+"Starcza","2404162",224,50
+"Małomice","0810053",392,43
+"Zadzim","1011062",156,39
+"Świercze","1424052",51,51
+"Winnica","1424062",46,46
+"Przytyk","1425092",87,87
+"Jedlnia-Letnisko","1425062",92,92
+"Turawa","1609132",262,17
+"Biała","1610013",308,30
+"Mielnik","2010052",140,87
+"Jordanów Śląski","0223032",329,31
+"Bardo","0224013",356,70
+"Drawno","3202033",370,83
+"Jabłonna","0609062",168,16
+"Strzyżewice","0609122",163,19
+"Niedrzwica Duża","0609102",155,17
+"Kołczygłowy","2201042",335,95
+"Regnów","1013052",72,63
+"Błaszki","1014023",191,73
+"Brzeźnio","1014042",187,67
+"Skaryszew","1425103",104,104
+"Korczew","1426022",108,108
+"Ślesin","3010123",186,98
+"Leszno","3063011",311,66
+"Kłecko","3003053",251,43
+"Kościelec","3009082",170,117
+"Przedecz","3009113",145,139
+"Koło","3009011",166,120
+"Olszówka","3009092",150,136
+"Witkowo","3003103",224,61
+"Poniec","3004073",293,69
+"Krzepice","2406023",216,87
+"Sulmierzyce","3012011",253,97
+"Krzywiń","3011043",289,45
+"Popów","2406072",198,91
+"Pilchowice","2405042",284,32
+"Boronów","2407022",228,52
+"Herby","2407042",227,60
+"Czerwionka-Leszczyny","2412013",288,27
+"Imielin","2414021",266,16
+"Lędziny","2414031",270,13
+"Zawiercie","2416021",222,46
+"Roźwienica","1804102",279,45
+"Gołcza","1208022",220,40
+"Inowrocław","0407042",197,37
+"Sejny","2009052",262,112
+"Korycin","2011032",193,34
+"Bolesławiec","0201011",395,102
+"Osiecznica","0201052",400,114
+"Nieszawa","0401031",162,27
+"Nowogard","3204043",430,44
+"Czaplinek","3203013",355,109
+"Milejów","0610042",172,27
+"Spiczyn","0610062",152,20
+"Wojcieszków","0611102",100,65
+"Warta","1014093",173,56
+"Godzianów","1015032",79,41
+"Słupia","1015092",86,34
+"Sabnie","1429072",89,89
+"Michałowice","1206082",243,12
+"Rutka-Tartak","2012062",265,134
+"Ciechanowiec","2013023",113,65
+"Ciechocinek","0401021",170,19
+"Zakrzewo","0401092",175,30
+"Bobrowo","0402022",168,51
+"Górzno","0402053",143,73
+"Płoty","3205043",426,63
+"Dębowa Kłoda","0613012",154,53
+"Pruszcz Gdański","2204011",277,12
+"Budziszewice","1016032",97,36
+"Rokiciny","1016072",108,26
+"Tomaszów Mazowiecki","1016092",107,52
+"Mirów","1430032",116,116
+"Błonie","1432013",33,33
+"Dębica","1803042",248,38
+"Pruchnik","1804073",278,39
+"Radymno","1804082",287,70
+"Kamienica","1207052",295,50
+"Gryfino","3206043",452,20
+"Zbąszyń","3015063",348,66
+"Lasowice Wielkie","1604032",247,32
+"Żukowice","0203062",358,95
+"Kamienna Góra","0207022",387,80
+"Mielno","3209053",406,128
+"Morawica","2604123",168,12
+"Pietrowice Wielkie","2411072",314,66
+"Goleszów","2403072",324,58
+"Biskupice","1219012",261,14
+"Lubomierz","0212023",405,102
+"Łysomice","0415062",190,10
+"Rokitno","0601122",155,115
+"Kutno","1002062",118,50
+"Wiązowna","1417082",22,22
+"Bieżuń","1437013",111,111
+"Krasne","1816092",254,10
+"Cieszków","0213012",265,59
+"Krośnice","0213022",267,45
+"Bielsko-Biała","2461011",304,45
+"Biłgoraj","0602011",221,76
+"Frampol","0602053",210,62
+"Księżpol","0602082",235,90
+"Rejowiec Fabryczny","0603011",196,49
+"Kłodawa","0801042",399,102
+"Świnice Warckie","1004072",147,48
+"Domaniewice","1005042",89,36
+"Łyszkowice","1005082",80,43
+"Nowosolna","1006082",110,10
+"Prażmów","1418052",30,30
+"Brudzeń Duży","1419032",115,115
+"Mszczonów","1438023",49,49
+"Dynów","1816052",286,34
+"Juchnowiec Kościelny","2002052",166,14
+"Sadlinki","2207062",217,79
+"Barcin","0419013",222,47
+"Buczkowice","2402032",311,55
+"Skwierzyna","0803053",375,79
+"Siedlisko","0804082",359,31
+"Słupno","1419122",89,89
+"Joniec","1420062",52,52
+"Płońsk","1420092",63,63
+"Pawłowiczki","1603042",306,48
+"Strzeleczki","1605032",298,24
+"Walce","1605042",294,28
+"Sanok","1817011",309,54
+"Bojanów","1818022",209,48
+"Frysztak","1819022",268,35
+"Czudec","1819012",261,15
+"Niebylec","1819032",272,18
+"Bielsk Podlaski","2003011",156,41
+"Rudka","2003072",124,55
+"Chełmno","0404011",217,39
+"Markuszów","0614072",126,28
+"Wąwolnica","0614102",127,32
+"Sulęczyno","2205072",312,60
+"Żukowo","2205083",297,20
+"Skomlin","1017082",219,101
+"Łubnice","1018052",225,107
+"Jedlicze","1807043",282,40
+"Raciechowice","1209052",273,26
+"Kamionka Wielka","1210052",295,79
+"Łososina Dolna","1210102",279,56
+"Pielgrzymka","0226032",385,84
+"Świerzawa","0226043",384,80
+"Złotoryja","0226062",373,73
+"Kikół","0408052",153,36
+"Dobra (Szczecińska)","3211012",470,17
+"Wohyń","0615082",130,63
+"Ryki","0616043",92,61
+"Stare Pole","2209082",239,46
+"Leżajsk","1808042",234,45
+"Kuryłówka","1808032",236,54
+"Nowa Sarzyna","1808053",229,41
+"Oleszyce","1809063",268,73
+"Niechlów","0204032",328,77
+"Sławno","3213021",377,169
+"Bełżec","0618022",265,112
+"Platerów","1410042",118,118
+"Młynarze","1411052",85,85
+"Biskupiec","2812022",180,81
+"Dywity","2814042",187,11
+"Węgorzewo","2819033",224,94
+"Pieniężno","2802053",232,56
+"Płoskinia","2802062",239,66
+"Lidzbark","2803043",140,72
+"Osieczna","3013033",299,56
+"Wijewo","3013062",335,73
+"Szamocin","3001053",280,73
+"Krzyż Wielkopolski","3002043",349,84
+"Odolanów","3017033",245,106
+"Miedzichowo","3015032",346,62
+"Doruchów","3018022",224,138
+"Sośnie","3017082",249,115
+"Pleszew","3020063",227,85
+"Zaniemyśl","3025052",265,33
+"Dolsk","3026023",274,48
+"Dominowo","3025012",251,35
+"Damasławek","3028022",255,61
+"Wapno","3028062",255,69
+"Września","3030053",236,49
+"Siedlec","3029022",348,69
+"Przemęt","3029012",328,61
+"Rzgów","3010082",204,85
+"Małogoszcz","2602033",171,28
+"Tuczępy","2601072",190,46
+"Solec-Zdrój","2601052",206,56
+"Opatów","2606043",162,57
+"Miedziana Góra","2604102",147,11
+"Masłów","2604092",149,9
+"Mirzec","2611032",121,45
+"Skarżysko Kościelne","2610042",122,38
+"Suchedniów","2610053",133,26
+"Działoszyce","2608013",209,53
+"Kruklanki","2806052",217,110
+"Rychliki","2804082",222,68
+"Milejewo","2804052",241,76
+"Ełk","2805011",197,125
+"Wisła","2403031",326,65
+"Michałowo","2002073",198,37
+"Kościelisko","1217042",340,87
+"Krościenko nad Dunajcem","1211062",313,72
+"Międzylesie","0208103",381,108
+"Lądek-Zdrój","0208083",361,87
+"Bystrzyca Kłodzka","0208063",377,97
+"Duszniki-Zdrój","0208011",386,94
+"Szklarska Poręba","0206041",419,113
+"Karpacz","0206011",403,96
+"Otyń","0804073",371,13
+"Łagów","2604073",163,33
+"Lubycza Królewska","0618053",274,121
+"Zamość","0620142",226,73
+"Knyszyn","2008043",178,28
+"Bartoszyce","2801011",226,58
+"Szydłów","2612083",181,38
+"Pabianice","1008072",137,17
+"Dobrzeń Wielki","1609032",275,13
+"Czarna Woda","2213013",266,68
+"Nowy Korczyn","2601033",212,60
+"Konin","3062011",191,94
+"Wielbark","2817083",128,54
+"Poznań","3064011",284,0
+"Wilkowice","2402102",308,50
+"Sypniewo","1411092",86,86
+"Gostynin","1404022",114,114
+"Milanówek","1405011",29,29
+"Podkowa Leśna","1405021",25,25
+"Łańcut","1810011",254,19
+"Olkusz","1212053",232,42
+"Dobrzyń nad Wisłą","0408043",129,61
+"Lipno","0408062",146,42
+"Mogilno","0409033",216,61
+"Szczecinek","3215062",339,143
+"Skierbieszów","0620102",222,70
+"Kaliska","2213052",267,62
+"Subkowy","2214052",250,40
+"Latowicz","1412102",54,54
+"Grójec","1406053",41,41
+"Żołynia","1810072",247,29
+"Szubin","0410053",242,59
+"Wąpielsk","0412062",158,48
+"Połczyn-Zdrój","3216033",375,104
+"Stary Zamość","0620112",216,63
+"Zwierzyniec","0620153",226,76
+"Żary","0811021",412,43
+"Wiśniewo","1413102",104,104
+"Stupsk","1413062",96,96
+"Nasielsk","1414043",43,43
+"Serock","1408043",31,31
+"Biały Dunajec","1217022",327,76
+"Chojnów","0209022",371,78
+"Lubań","0210011",418,120
+"Kamień Krajeński","0413013",279,93
+"Pruszcz","0414082",229,44
+"Żary","0811102",414,41
+"Sława","0812013",348,34
+"Kluki","1001052",158,46
+"Nowe Ostrowy","1002082",126,63
+"Lelis","1415062",110,110
+"Boguty-Pianki","1416032",106,106
+"Wadowice","1218093",285,40
+"Dołhobyczów","0604022",278,126
+"Krzeszyce","0807012",409,79
+"Dobroń","1008042",143,24
+"Dłutów","1008032",138,24
+"Raszyn","1421062",15,15
+"Chorzele","1422023",116,116
+"Łambinowice","1607042",309,30
+"Korfantów","1607033",309,30
+"Nysa","1607053",325,46
+"Skoroszyce","1607092",313,38
+"Świdnica","0219011",353,47
+"Marcinowice","0219052",343,38
+"Oborniki Śląskie","0220013",307,18
+"Skoczów","2403103",313,48
+"Kraśnik","0607011",164,39
+"Szastarka","0607062",178,45
+"Żółkiewka","0606112",193,41
+"Przysucha","1423063",115,115
+"Gielniów","1423022",101,101
+"Gzy","1424012",58,58
+"Olesno","1608033",233,47
+"Murów","1609062",260,24
+"Brzesko","1202023",252,45
+"Bochnia","1201022",251,33
+"Przytuły","2007062",154,63
+"Jedwabne","2007013",147,57
+"Jedlina-Zdrój","0221021",368,64
+"Blachownia","2404013",217,65
+"Janów","2404032",200,66
+"Lelów","2404092",196,71
+"Mykanów","2404112",195,81
+"Zakrzówek","0607102",171,33
+"Niedźwiada","0608092",138,36
+"Kargowa","0809043",356,28
+"Dalików","1011012",139,29
+"Kowala","1425072",101,101
+"Bolesław","1204012",218,67
+"Jaświły","2008032",191,44
+"Kobierzyce","0223052",319,19
+"Recz","3202063",387,66
+"Studzienice","2201082",310,77
+"Przedbórz","1012113",149,84
+"Zakrzew","1425132",87,87
+"Ceków-Kolonia","3007032",193,113
+"Godziesze Wielkie","3007042",209,120
+"Lisków","3007062",189,119
+"Gniezno","3003032",236,53
+"Grzegorzew","3009052",157,128
+"Niechanowo","3003082",232,53
+"Grodzisk Wielkopolski","3005023",323,43
+"Miedźno","2406042",199,86
+"Przystajń","2406082",224,75
+"Kochanowice","2407052",233,60
+"Pyskowice","2405021",267,35
+"Panki","2406062",219,77
+"Goczałkowice-Zdrój","2410012",298,33
+"Rydułtowy","2415031",303,45
+"Mszana","2415092",306,42
+"Radziechowy-Wieprz","2417102",320,66
+"Ślemień","2417122",302,60
+"Szczekociny","2416083",197,75
+"Kampinos","1432032",44,44
+"Cmolas","1806012",217,40
+"Dobczyce","1209013",271,20
+"Grudziądz","0406012",211,62
+"Świecie nad Osą","0406062",187,59
+"Gniewkowo","0407033",193,19
+"Manowo","3209042",378,136
+"Jemielnica","1611022",262,37
+"Grodków","1601033",309,39
+"Lewin Brzeski","1601043",289,21
+"Bobowa","1205033",281,77
+"Iwanowice","1206032",235,20
+"Krynki","2011043",215,43
+"Suchowola","2011093",204,52
+"Bolesławiec","0201022",393,103
+"Warta Bolesławiecka","0201062",386,91
+"Nowogrodziec","0201043",411,115
+"Raciążek","0401072",167,23
+"Cyców","0610012",177,42
+"Serokomla","0611062",105,55
+"Łuków","0611052",91,84
+"Klonowa","1014072",202,82
+"Wróblew","1014102",184,65
+"Gozdowo","1427022",108,108
+"Bielany","1429022",80,80
+"Sokołów Podlaski","1429082",81,81
+"Nozdrzec","1802062",284,30
+"Jodłowa","1803052",262,51
+"Dębica","1803011",244,40
+"Igołomia-Wawrzeńczyce","1206022",243,20
+"Jerzmanowice-Przeginia","1206042",243,27
+"Wola Mysłowska","0611112",76,81
+"Nowa Wieś Lęborska","2208042",343,69
+"Będków","1016022",114,29
+"Rzeczyca","1016082",87,60
+"Konopnica","1017032",183,66
+"Orońsko","1430042",102,102
+"Pilzno","1803063",252,50
+"Laszki","1804052",278,68
+"Jodłownik","1207042",278,33
+"Łukowica","1207082",293,57
+"Nowe Piekuty","2013072",132,42
+"Rutki","2014032",136,48
+"Koronowo","0403043",246,59
+"Cedynia","3206023",469,66
+"Susz","2807063",201,72
+"Lwówek","3015023",333,49
+"Spytkowice","1211132",309,55
+"Czarnków","3002022",315,64
+"Krzanowice","2411033",320,66
+"Hażlach","2403082",318,52
+"Tarnów","1263011",245,70
+"Chełmża","0415011",197,20
+"Cekcyn","0416012",251,72
+"Lubiewo","0416042",248,64
+"Daszyna","1004022",131,48
+"Kołbiel","1417052",35,35
+"Sobienie-Jeziory","1417072",38,38
+"Przeworsk","1814062",259,33
+"Ostrów","1815022",235,30
+"Wieliczka","1219053",261,9
+"Bargłów Kościelny","2001032",205,72
+"Kostomłoty","0218012",332,26
+"Miękinia","0218032",317,15
+"Środa Śląska","0218043",331,29
+"Bierutów","0214023",274,36
+"Dziadowa Kłoda","0214042",259,50
+"Międzybórz","0214053",253,54
+"Boniewo","0418032",151,65
+"Biszcza","0602042",230,90
+"Obsza","0602102",251,103
+"Witnica","0801073",424,96
+"Chąśno","1005032",79,55
+"Łowicz","1005072",74,53
+"Radziejowice","1438042",44,44
+"Hyżne","1816072",271,20
+"Sokołów Małopolski","1816113",235,27
+"Kwidzyn","2207032",221,69
+"Jelcz-Laskowice","0215033",286,31
+"Janowiec Wielkopolski","0419033",248,78
+"Żnin","0419063",237,62
+"Gliwice","2466011",273,27
+"Siemianowice Śląskie","2474011",257,11
+"Nowa Sól","0804011",370,19
+"Białaczów","1007012",117,78
+"Nowy Duninów","1419092",112,112
+"Raciąż","1420102",92,92
+"Wilków","1606052",266,53
+"Bukowsko","1817032",315,61
+"Zarszyn","1817082",304,50
+"Bielsk Podlaski","2003032",160,35
+"Polkowice","0216043",352,76
+"Radwanice","0216062",360,88
+"Kondratowice","0217022",329,40
+"Grudziądz","0462011",206,52
+"Toruń","0463011",188,0
+"Kijewo Królewskie","0404032",211,30
+"Tarnobrzeg","1864011",189,66
+"Wojkowice","2401031",251,17
+"Czeladź","2401021",254,13
+"Psary","2401062",246,21
+"Baranów","0614022",108,45
+"Stężyca","2205062",303,48
+"Nowa Karczma","2206072",285,40
+"Bolesławiec","1018012",226,107
+"Ciechanów","1402022",79,79
+"Ciechanów","1402011",77,77
+"Gródek nad Dunajcem","1210032",277,62
+"Wrocław","0264011",307,0
+"Piława Górna","0202041",345,52
+"Police","3211043",469,22
+"Radzyń Podlaski","0615011",119,62
+"Miłoradz","2209062",246,41
+"Ostaszewo","2210032",261,24
+"Sztutowo","2210052",260,38
+"Wieruszów","1018073",224,104
+"Zgierz","1020031",122,11
+"Ozorków","1020062",124,27
+"Zgierz","1020092",119,19
+"Jeżów","1021042",91,32
+"Maciejowice","1403072",68,68
+"Sobolew","1403112",69,69
+"Przelewice","3212042",414,48
+"Dobrzany","3214033",397,56
+"Dębnica Kaszubska","2212032",344,92
+"Ustka","2212102",379,117
+"Bobowo","2213042",249,55
+"Sarnaki","1410052",130,130
+"Lubomino","2809042",210,35
+"Nowe Miasto Lubawskie","2812011",166,70
+"Jeziorany","2814063",197,29
+"Janowo","2811022",126,50
+"Sorkwity","2810052",179,45
+"Grodziczno","2812032",154,63
+"Łukta","2815042",187,27
+"Szczytno","2817062",146,45
+"Purda","2814102",161,18
+"Rybno","2803062",147,57
+"Płośnica","2803052",132,67
+"Działdowo","2803022",132,58
+"Chodzież","3001011",293,66
+"Kwilcz","3014022",339,56
+"Międzychód","3014033",353,71
+"Przygodzice","3017052",235,114
+"Raszków","3017063",236,93
+"Miasteczko Krajeńskie","3019052",290,79
+"Gizałki","3020042",221,75
+"Wyrzysk","3019083",275,87
+"Pobiedziska","3021123",261,26
+"Pyzdry","3030043",227,64
+"Sobków","2602082",175,20
+"Oksa","2602052",176,34
+"Gnojno","2601022",184,35
+"Skalbmierz","2603053",219,63
+"Daleszyce","2604053",163,17
+"Raków","2604162",171,33
+"Strawczyn","2604182",150,17
+"Ruda Maleniecka","2605052",135,43
+"Zagnańsk","2604192",140,16
+"Łoniów","2609052",188,71
+"Obrazów","2609062",175,74
+"Tarłów","2606072",144,79
+"Wąchock","2611053",131,35
+"Wojciechowice","2606082",160,68
+"Starachowice","2611011",133,38
+"Bałtów","2607022",139,69
+"Stare Juchy","2805052",201,113
+"Radków","2613042",186,48
+"Secemin","2613052",183,55
+"Korsze","2808043",217,64
+"Kętrzyn","2808011",207,69
+"Ustroń","2403021",320,56
+"Białowieża","2005022",195,66
+"Krempna","1805062",306,68
+"Głubczyce","1602033",322,53
+"Branice","1602022",332,69
+"Czarny Dunajec","1211032",323,70
+"Uście Gorlickie","1205102",305,104
+"Mieroszów","0221063",379,74
+"Radków","0208123",375,79
+"Piechowice","0206031",410,104
+"Zaklików","1818053",181,81
+"Komprachcice","1609042",288,9
+"Tułowice","1609123",297,18
+"Alwernia","1203013",263,33
+"Gozdnica","0810011",421,61
+"Brusy","2202023",293,83
+"Kowale Oleckie","2813032",229,129
+"Krzykosy","3025022",254,43
+"Szemud","2215092",311,31
+"Władysławowo","2211043",336,53
+"Złocieniec","3203063",371,92
+"Nowa Słupia","2604133",152,32
+"Paszowice","0205052",368,62
+"Nieborów","1005092",71,52
+"Miastkowo","2007032",113,90
+"Śniadowo","2007072",111,80
+"Szumowo","2014042",103,75
+"Bolimów","1015012",62,59
+"Chrząstowice","1609012",271,13
+"Człuchów","2203032",298,117
+"Wierzchowo","3203052",355,103
+"Lubawa","2807021",167,56
+"Suchy Las","3021152",287,15
+"Słupia Konecka","2605062",150,39
+"Wierzchlas","1017102",200,85
+"Pątnów","1017072",207,92
+"Kosów Lacki","1429053",82,82
+"Brok","1416043",74,74
+"Rewal","3205072",452,77
+"Bogoria","2612012",176,52
+"Włocławek","0418132",134,60
+"Szczyrk","2402011",317,58
+"Kamionka","0608053",130,26
+"Lipiany","3212033",422,50
+"Klucze","1212042",232,47
+"Zator","1213093",274,40
+"Jordanów","1215011",300,46
+"Bystra-Sidzina","1215042",305,52
+"Budzów","1215032",288,36
+"Jeżów Sudecki","0206062",395,90
+"Kamienna Góra","0207011",384,77
+"Strzelno","0409043",201,51
+"Hanna","0619022",177,76
+"Włodawa","0619062",179,76
+"Sułów","0620122",211,59
+"Halinów","1412073",21,21
+"Kałuszyn","1412093",53,53
+"Garbatka-Letnisko","1407012",92,92
+"Przecław","1811073",226,42
+"Polanka Wielka","1213072",279,51
+"Maków Podhalański","1215063",298,45
+"Zembrzyce","1215092",293,44
+"Skrzyszów","1216082",249,79
+"Sadki","0410042",266,80
+"Borne Sulinowo","3215043",342,126
+"Człopa","3217023",344,109
+"Lublin","0663011",153,0
+"Mikołajki Pomorskie","2216022",219,66
+"Dzierzgoń","2216013",224,62
+"Sztum","2216053",233,52
+"Szreńsk","1413072",108,108
+"Przyłęk","1436032",111,111
+"Wieliszew","1408052",27,27
+"Chotcza","1409012",120,120
+"Wadowice Górne","1811102",219,58
+"Nisko","1812053",210,53
+"Rudnik nad Sanem","1812063",215,51
+"Wierzchosławice","1216112",246,60
+"Żabno","1216153",234,62
+"Olszyna","0210053",415,115
+"Dragacz","0414022",213,54
+"Bukowiec","0414012",231,51
+"Nowe","0414063",223,69
+"Resko","3218043",415,66
+"Międzyrzec Podlaski","0601011",121,86
+"Kodeń","0601062",177,105
+"Kleszczów","1001042",164,61
+"Zelów","1001083",154,39
+"Kadzidło","1415052",116,116
+"Zielonka","1434041",17,17
+"Medyka","1813062",300,71
+"Jawornik Polski","1814042",272,26
+"Sieniawa","1814073",254,53
+"Sławków","2401081",247,26
+"Dobiegniew","0806013",366,122
+"Drezdenko","0806023",364,102
+"Ksawerów","1008052",130,12
+"Pokój","1606032",265,26
+"Świerczów","1606042",267,32
+"Przemyśl","1862011",298,63
+"Hajnówka","2005011",180,52
+"Narew","2005082",181,34
+"Siennica Różana","0606102",208,59
+"Wilkołaz","0607092",163,30
+"Sulęcin","0807043",399,61
+"Wolbórz","1010113",117,40
+"Aleksandrów","1010012",131,66
+"Odrzywół","1423042",85,85
+"Wieniawa","1423082",98,98
+"Rudniki","1608062",217,62
+"Zębowice","1608072",249,32
+"Dębno","1202042",256,52
+"Szczurowa","1202072",237,46
+"Nowy Wiśnicz","1201063",263,38
+"Łapanów","1201052",269,30
+"Dąbrowa Zielona","2404022",186,80
+"Jeziorzany","0608042",107,50
+"Firlej","0608032",123,39
+"Ostrów Lubelski","0608103",149,32
+"Serniki","0608122",145,26
+"Nowogród Bobrzański","0809053",400,21
+"Wymiarki","0810082",419,55
+"Kodrąb","1012072",161,75
+"Zatory","1424072",44,44
+"Jedlińsk","1425052",80,80
+"Tarnów Opolski","1609112",278,15
+"Rzezawa","1201072",249,39
+"Dąbrowa Tarnowska","1204023",228,74
+"Milejczyce","2010062",147,66
+"Drohiczyn","2010023",110,82
+"Grodzisk","2010042",122,65
+"Nurzec-Stacja","2010072",143,75
+"Mietków","0223062",336,29
+"Sobótka","0223073",332,29
+"Pełczyce","3202053",398,64
+"Uścimów","0608132",155,40
+"Konopnica","0609082",147,10
+"Głusk","0609052",156,10
+"Jastków","0609072",140,14
+"Wojciechów","0609132",138,23
+"Borzytuchom","2201012",330,88
+"Bytów","2201023",321,81
+"Żytno","1012142",174,96
+"Sieradz","1014011",174,55
+"Paprotnia","1426062",95,95
+"Mieleszyn","3003072",244,53
+"Borek Wielkopolski","3004013",265,59
+"Brzeziny","3007022",205,130
+"Wierzbinek","3010132",176,109
+"Szczytniki","3007102",197,126
+"Baranów","3008012",239,150
+"Pępowo","3004042",276,73
+"Krobia","3004033",285,71
+"Piaski","3004052",274,61
+"Rychtal","3008062",248,154
+"Osiek Mały","3009102",170,114
+"Babiak","3009022",161,123
+"Golina","3010013",202,84
+"Rozdrażew","3012052",248,80
+"Śmigiel","3011053",308,48
+"Racibórz","2411011",310,58
+"Pawłowice","2410042",304,37
+"Bojszowy","2414042",278,19
+"Miasteczko Śląskie","2413021",243,32
+"Irządze","2416032",203,66
+"Gilowice","2417032",306,60
+"Łochów","1433053",57,57
+"Stoczek","1433082",67,67
+"Raniżów","1806052",227,30
+"Kozłów","1208032",209,48
+"Siepraw","1209062",270,16
+"Radzyń Chełmiński","0406043",192,47
+"Gruta","0406022",196,54
+"Kołobrzeg","3208011",424,105
+"Gościno","3208033",413,96
+"Kołobrzeg","3208042",426,97
+"Siemyśl","3208062",421,91
+"Będzino","3209012",404,123
+"Sosnowica","0613072",162,48
+"Wiśniew","1426112",86,86
+"Skórzec","1426092",72,72
+"Suchożebry","1426102",84,84
+"Zbuczyn","1426132",100,100
+"Szczucin","1204073",216,83
+"Moszczenica","1205072",278,84
+"Siemiatycze","2010092",125,76
+"Dąbrowa Białostocka","2011013",216,56
+"Janów","2011022",202,37
+"Osina","3204052",435,33
+"Wólka","0609142",154,11
+"Łuków","0611011",97,80
+"Krzywda","0611042",88,70
+"Lipce Reymontowskie","1015052",85,35
+"Sierpc","1427011",117,117
+"Szczutowo","1427062",127,127
+"Ceranów","1429032",92,92
+"Dydnia","1802032",295,40
+"Sułoszowa","1206132",238,30
+"Raczki","2012052",227,99
+"Bądkowo","0401052",163,37
+"Aleksandrów Kujawski","0401042",177,17
+"Brodnica","0402011",160,60
+"Bartniczka","0402062",151,73
+"Jabłonowo Pomorskie","0402073",180,58
+"Gryfice","3205023",437,64
+"Kamień Pomorski","3207033",459,59
+"Chodel","0612012",147,32
+"Wilków","0612072",124,47
+"Cedry Wielkie","2204022",269,15
+"Chmielno","2205012",306,42
+"Czarnożyły","1017022",202,83
+"Młodzieszyn","1428042",61,61
+"Rybno","1428062",66,66
+"Wielka Wieś","1206152",247,15
+"Dobra","1207032",288,42
+"Mszana Dolna","1207021",292,41
+"Niedźwiedź","1207102",301,50
+"Tymbark","1207122",283,42
+"Kulesze Kościelne","2013062",131,45
+"Kobylin-Borzymy","2013052",145,32
+"Osielsko","0403062",231,43
+"Stare Czarnowo","3206072",444,16
+"Trzcińsko-Zdrój","3206083",442,57
+"Opalenica","3015053",318,36
+"Głogów","0203011",350,90
+"Sępopol","2801063",226,66
+"Stargard","3214102",422,32
+"Dobrzyca","3020033",239,79
+"Giby","2009022",247,97
+"Płaska","2001062",236,83
+"Wieprz","1218102",284,48
+"Rudna","0211032",335,64
+"Lubicz","0415042",179,12
+"Czernikowo","0415032",161,27
+"Łubianka","0415052",201,16
+"Obrowo","0415072",172,16
+"Leśna Podlaska","0601082",136,106
+"Terespol","0601162",171,119
+"Kostrzyn nad Odrą","0801011",439,97
+"Wąsewo","1416102",81,81
+"Wyszków","1435053",48,48
+"Wielopole Skrzyńskie","1815052",257,28
+"Nowinka","2001052",230,92
+"Sztabin","2001072",215,65
+"Dębowa Łąka","0417022",175,39
+"Baruchowo","0418022",124,73
+"Bytom","2462011",258,19
+"Lubiszyn","0801052",417,105
+"Łowicz","1005011",78,48
+"Bielawy","1005022",99,36
+"Zduny","1005102",87,49
+"Konstancin-Jeziorna","1418023",17,17
+"Bulkowo","1419042",76,76
+"Gąbin","1419063",91,91
+"Warszawa","1465011",0,0
+"Baborów","1602013",316,59
+"Dobrzyniewo Duże","2002032",172,15
+"Oława","0215042",300,32
+"Łabiszyn","0419043",229,48
+"Gąsawa","0419022",229,61
+"Ruda Śląska","2472011",266,11
+"Świętochłowice","2476011",262,12
+"Bestwina","2402022",293,34
+"Chełm","0603032",201,60
+"Sawin","0603102",197,63
+"Hrubieszów","0604011",252,104
+"Mircze","0604052",267,115
+"Pszczew","0803042",361,64
+"Reńska Wieś","1603062",294,40
+"Stalowa Wola","1818011",197,62
+"Zawady","2002152",145,39
+"Zabłudów","2002143",177,19
+"Rajgród","2004043",193,70
+"Świebodzice","0219021",361,54
+"Stolno","0404062",207,36
+"Puławy","0614011",110,47
+"Czemierniki","0615032",125,50
+"Kartuzy","2205023",313,42
+"Kościerzyna","2206011",294,53
+"Lipusz","2206062",303,66
+"Radzanów","1401032",76,76
+"Białobrzegi","1401013",67,67
+"Promna","1401022",61,61
+"Stara Błotnica","1401042",77,77
+"Wyśmierzyce","1401063",73,73
+"Regimin","1402082",86,86
+"Korczyna","1807052",283,33
+"Legnica","0262011",357,59
+"Niemcza","0202073",340,47
+"Świeszyno","3209082",385,128
+"Nowe Warpno","3211033",476,34
+"Kąkolewnica","0615042",116,76
+"Dęblin","0616011",93,62
+"Ułęż","0616062",100,54
+"Kosakowo","2211052",314,30
+"Aleksandrów Łódzki","1020043",132,17
+"Brzeziny","1021011",102,19
+"Brzeziny","1021022",104,18
+"Łaskarzew","1403062",57,57
+"Trojanów","1403122",78,78
+"Rytro","1210152",308,79
+"Trawniki","0617052",180,31
+"Rybczewice","0617042",183,30
+"Jarczów","0618032",265,112
+"Smołdzino","2212092",369,97
+"Słupsk","2263011",365,108
+"Karniewo","1411032",67,67
+"Olecko","2813043",220,135
+"Biskupiec","2814023",181,34
+"Świętajno","2813052",216,123
+"Dąbrówno","2815022",152,44
+"Pasym","2817043",158,27
+"Stawiguda","2814112",164,14
+"Elbląg","2861011",244,82
+"Banie Mazurskie","2818012",234,117
+"Iłowo-Osada","2803032",118,66
+"Oborniki","3016013",295,29
+"Kuślin","3015012",323,39
+"Ryczywół","3016032",295,45
+"Święciechowa","3013052",317,69
+"Kobyla Góra","3018042",244,131
+"Duszniki","3024022",315,31
+"Ostroróg","3024053",318,41
+"Kaźmierz","3024032",309,26
+"Śrem","3026043",278,36
+"Strzałkowo","3023072",223,61
+"Kawęczyn","3027042",179,123
+"Brodnica","3026012",285,28
+"Gołańcz","3028033",267,71
+"Nekla","3030033",248,36
+"Wągrowiec","3028072",271,52
+"Lipka","3031042",294,122
+"Złotów","3031082",298,109
+"Kiszkowo","3003042",260,33
+"Gowarczów","2605022",114,49
+"Łopuszno","2604082",156,29
+"Lipnik","2606032",169,63
+"Ćmielów","2607043",151,65
+"Brody","2611022",134,48
+"Pawłów","2611042",142,35
+"Kunów","2607053",141,51
+"Godkowo","2804022",219,49
+"Ełk","2805022",192,116
+"Moskorzew","2613032",192,53
+"Lidzbark Warmiński","2809032",212,38
+"Giżycko","2806042",210,89
+"Ryn","2806083",195,76
+"Gietrzwałd","2814052",174,15
+"Cieszyn","2403011",323,57
+"Lipsk","2001043",233,73
+"Komańcza","1817042",332,78
+"Głogówek","1610023",306,37
+"Czorsztyn","1211042",317,76
+"Zawidów","0225011",437,137
+"Stronie Śląskie","0208133",363,96
+"Dąbrowa","1609022",285,10
+"Węgliniec","0225063",418,130
+"Czarnia","1415022",123,123
+"Rzekuń","1415102",97,97
+"Grajewo","2004022",180,66
+"Grajewo","2004011",182,74
+"Kobiór","2410022",282,17
+"Środa Wielkopolska","3025043",257,32
+"Świnoujście","3263011",487,51
+"Jastarnia","2211023",318,39
+"Sulejów","1010093",130,52
+"Zbójna","2007092",123,94
+"Pilica","2416073",217,57
+"Jutrosin","3022023",276,87
+"Piekary Śląskie","2471011",254,15
+"Piątek","1004063",111,32
+"Konarzyny","2202052",306,101
+"Ostrów Mazowiecka","1416072",90,90
+"Choczewo","2215042",353,71
+"Borkowice","1423012",106,106
+"Chlewiska","1430012",113,113
+"Skulsk","3010092",189,97
+"Włocławek","0464011",144,50
+"Maszewo","0802072",420,46
+"Cybinka","0805013",428,57
+"Gostynin","1404011",111,111
+"Grodzisk Mazowiecki","1405043",34,34
+"Belsk Duży","1406012",50,50
+"Białobrzegi","1810022",252,29
+"Szaflary","1211142",322,70
+"Trzyciąż","1212062",233,32
+"Osiek","1213052",284,57
+"Oświęcim","1213011",275,54
+"Bytoń","0411022",170,51
+"Marianowo","3214082",413,41
+"Suchań","3214113",403,51
+"Tyszowce","0618123",254,102
+"Nielisz","0620072",210,57
+"Osieczna","2213072",257,71
+"Skarszewy","2213093",269,37
+"Dobre","1412062",44,44
+"Warka","1406113",49,49
+"Kęty","1213043",288,57
+"Tuchów","1216103",261,77
+"Ciężkowice","1216013",274,73
+"Polanica-Zdrój","0208051",378,88
+"Rogowo","0412032",139,55
+"Świdwin","3216062",401,83
+"Reda","2215011",321,37
+"Gniewino","2215052",342,59
+"Wejherowo","2215031",324,40
+"Rumia","2215021",315,30
+"Wejherowo","2215102",314,31
+"Radzanów","1413042",100,100
+"Kazanów","1436012",111,111
+"Zwoleń","1436053",105,105
+"Krzeszów","1812042",225,51
+"Legnickie Pole","0209052",354,53
+"Wałcz","3217052",332,124
+"Trzebiel","0811082",434,60
+"Piotrków Trybunalski","1062011",130,43
+"Goworowo","1415042",81,81
+"Baranowo","1415012",108,108
+"Łyse","1415072",131,131
+"Strachówka","1434102",42,42
+"Marki","1434021",12,12
+"Kobyłka","1434011",15,15
+"Tłuszcz","1434113",34,34
+"Fredropol","1813032",309,66
+"Kańczuga","1814053",271,31
+"Nowe Miasto","1420082",55,55
+"Raciąż","1420021",88,88
+"Piastów","1421011",16,16
+"Kamiennik","1607022",329,55
+"Pakosławice","1607082",320,43
+"Gorzyce","1820022",182,74
+"Solina","1821052",334,80
+"Radziłów","2004032",162,57
+"Dubicze Cerkiewne","2005052",171,59
+"Kolno","2006032",147,89
+"Grabowo","2006022",157,77
+"Żarów","0219083",345,38
+"Strumień","2403113",308,41
+"Koniecpol","2404063",180,87
+"Krasnystaw","0606052",205,53
+"Świebodzin","0808053",378,35
+"Zbąszynek","0808063",359,41
+"Gorzkowice","1010032",152,64
+"Łęki Szlacheckie","1010052",146,66
+"Grabica","1010042",134,33
+"Wola Krzysztoporska","1010102",142,48
+"Wartkowice","1011052",144,40
+"Bochnia","1201011",255,31
+"Kłomnice","2404052",188,82
+"Rędziny","2404152",197,76
+"Białogard","3201011",394,110
+"Lubartów","0608011",137,27
+"Kock","0608063",114,49
+"Sulechów","0809063",375,19
+"Uniejów","1011043",157,53
+"Pęczniew","1011022",165,50
+"Pułtusk","1424043",55,55
+"Iłża","1425033",120,120
+"Strzelce Opolskie","1611053",268,24
+"Izbicko","1611012",274,22
+"Borzechów","0609022",152,26
+"Bełżyce","0609013",145,23
+"Bychawa","0609033",171,24
+"Niemce","0609112",143,14
+"Iłowa","0810043",412,51
+"Trzebielino","2201092",345,107
+"Wielgomłyny","1012132",162,87
+"Biała Rawska","1013023",62,68
+"Domanice","1426012",77,77
+"Mycielin","3007072",195,104
+"Łęka Opatowska","3008042",233,156
+"Żerków","3006043",238,60
+"Pogorzela","3004063",266,70
+"Grodziec","3010022",208,87
+"Kobylin","3012023",267,78
+"Gierałtowice","2405032",275,19
+"Pawonków","2407072",245,59
+"Lubliniec","2407011",241,52
+"Ciasna","2407032",233,68
+"Ornontowice","2408042",279,19
+"Jejkowice","2412032",298,40
+"Świerklany","2412052",301,37
+"Kalety","2413011",237,40
+"Wodzisław Śląski","2415041",308,47
+"Czernichów","2417022",303,50
+"Poręba","2416011",228,38
+"Łodygowice","2417082",309,55
+"Milówka","2417092",328,72
+"Świnna","2417132",312,65
+"Koszarawa","2417052",309,70
+"Łękawica","2417072",303,56
+"Łomianki","1432053",18,18
+"Dzikowiec","1806062",219,36
+"Majdan Królewski","1806032",214,41
+"Jasło","1805042",276,41
+"Książ Wielki","1208042",209,45
+"Dąbrowa Biskupia","0407022",185,28
+"Siemień","0613062",135,47
+"Kolonowskie","1611033",256,32
+"Gorlice","1205011",285,94
+"Lipinki","1205052",287,102
+"Ropa","1205082",296,92
+"Tuchomie","2201102",327,95
+"Czarne","2203023",312,135
+"Burzenin","1014052",181,61
+"Sieradz","1014082",176,56
+"Maków","1015062",78,42
+"Brzozów","1802013",291,37
+"Krzeszowice","1206063",254,29
+"Skała","1206103",238,23
+"Skawina","1206113",271,21
+"Szudziałowo","2011102",208,35
+"Szypliszki","2012082",259,123
+"Brodnica","0402032",154,59
+"Karnice","3205032",447,73
+"Trąbki Wielkie","2204082",274,25
+"Pruszcz Gdański","2204042",276,17
+"Żelechlinek","1016112",90,40
+"Tomaszów Mazowiecki","1016011",107,47
+"Ujazd","1016102",106,35
+"Rokietnica","1804092",284,49
+"Chłopice","1804032",280,53
+"Zabierzów","1206162",252,19
+"Kołaki Kościelne","2014022",124,55
+"Zbiczno","0402102",168,64
+"Białe Błota","0403012",234,47
+"Kowalewo Pomorskie","0405043",179,23
+"Mieszkowice","3206053",453,74
+"Moryń","3206063",457,66
+"Męcinka","0205032",369,65
+"Gołuchów","3020052",219,95
+"Miłki","2806062",196,91
+"Dzierżoniów","0202021",349,50
+"Jastrzębie-Zdrój","2467011",306,41
+"Gorzyce","2415062",314,52
+"Zebrzydowice","2403122",314,48
+"Niepołomice","1219043",251,17
+"Gdów","1219022",263,20
+"Gryfów Śląski","0212013",411,109
+"Zławieś Wielka","0415092",208,20
+"Kęsowo","0416032",271,87
+"Aleksandrów","0602022",234,87
+"Zarzecze","1814092",270,39
+"Boguchwała","1816033",255,9
+"Augustów","2001011",222,80
+"Kowal","0418011",135,65
+"Dąbrowa Górnicza","2465011",240,28
+"Biłgoraj","0602032",218,74
+"Łukowa","0602092",243,95
+"Bobrowice","0802022",412,32
+"Bledzew","0803012",386,66
+"Przytoczna","0803032",368,74
+"Góra Świętej Małgorzaty","1004032",121,34
+"Łęczyca","1004052",132,40
+"Kiernozia","1005052",83,61
+"Góra Kalwaria","1418013",30,30
+"Piaseczno","1418043",21,21
+"Siedlce","1464011",83,83
+"Tyrawa Wołoska","1817062",308,55
+"Supraśl","2002093",189,16
+"Oleśnica","0214062",274,33
+"Syców","0214073",257,50
+"Gardeja","2207022",208,83
+"Ryjewo","2207052",228,60
+"Mysłowice","2470011",261,10
+"Zabrze","2478011",265,19
+"Dubienka","0603052",234,92
+"Leśniowice","0603072",217,70
+"Żmudź","0603142",225,81
+"Tuszyn","1006113",128,22
+"Staroźreby","1419142",84,84
+"Stara Biała","1419132",105,105
+"Polska Cerekiew","1603052",304,53
+"Strzyżów","1819043",268,22
+"Tykocin","2002123",157,28
+"Orla","2003062",159,51
+"Chocianów","0216013",363,79
+"Strzelin","0217043",321,40
+"Przeworno","0217032",321,51
+"Papowo Biskupie","0404052",203,27
+"Czechowice-Dziedzice","2402043",298,35
+"Porąbka","2402082",297,47
+"Kazimierz Dolny","0614043",119,42
+"Kurów","0614062",120,34
+"Sierakowice","2205042",318,54
+"Szadek","1019023",156,37
+"Wierzbno","1433092",54,54
+"Stromiec","1401052",65,65
+"Gołymin-Ośrodek","1402042",67,67
+"Glinojeck","1402033",79,79
+"Osiek Jasielski","1805082",292,58
+"Iwonicz-Zdrój","1807033",301,52
+"Tokarnia","1209082",290,36
+"Sułkowice","1209073",279,26
+"Łącko","1210092",302,65
+"Zagrodno","0226052",378,80
+"Złotniki Kujawskie","0407092",214,36
+"Borki","0615022",114,57
+"Kłoczew","0616022",83,71
+"Nowy Staw","2209073",250,35
+"Dmosin","1021032",96,24
+"Miastków Kościelny","1403082",65,65
+"Narol","1809053",261,100
+"Nawojowa","1210122",302,79
+"Nowy Targ","1211011",313,62
+"Pyrzyce","3212053",428,37
+"Krynice","0618042",246,93
+"Łaszczów","0618063",265,112
+"Tomaszów Lubelski","0618112",262,109
+"Starogard Gdański","2213031",257,45
+"Osiek","2213082",242,73
+"Olszanka","1410032",110,110
+"Różan","1411073",76,76
+"Czerwonka","1411022",74,74
+"Mrągowo","2810011",183,56
+"Kozłowo","2811032",134,49
+"Lipno","3013022",310,59
+"Szydłowo","3019062",320,91
+"Ostrzeszów","3018073",237,128
+"Czermin","3020022",226,76
+"Dopiewo","3021052",297,14
+"Kostrzyn","3021083",261,24
+"Puszczykowo","3021021",287,14
+"Rokietnica","3021132",296,17
+"Zagórów","3023083",216,74
+"Szamotuły","3024073",309,32
+"Orchowo","3023032",209,77
+"Turek","3027011",176,118
+"Przykona","3027062",168,127
+"Powidz","3023052",213,71
+"Tarnówka","3031062",308,103
+"Złotów","3031011",298,107
+"Miłosław","3030023",242,48
+"Wolsztyn","3029033",338,64
+"Bejsce","2603012",225,69
+"Chęciny","2604033",167,15
+"Bodzentyn","2604023",143,24
+"Baćkowice","2606012",163,45
+"Kije","2608022",183,27
+"Gronowo Elbląskie","2804032",239,85
+"Staszów","2612073",185,54
+"Kalinowo","2805032",209,143
+"Jonkowo","2814072",185,14
+"Narewka","2005092",196,51
+"Paczków","1607073",344,67
+"Lipnica Wielka","1211072",319,66
+"Bogatynia","0225033",449,147
+"Mirsk","0212043",418,114
+"Leśna","0210033",423,121
+"Jaraczewo","3006013",259,58
+"Białystok","2061011",173,0
+"Prószków","1609103",289,12
+"Świlcza","1816122",245,11
+"Skierniewice","1063011",68,52
+"Pieńsk","0225043",426,132
+"Jarocin","3006023",245,64
+"Gdynia","2262011",306,22
+"Iwierzyce","1815012",251,16
+"Kościan","3011011",302,39
+"Kościan","3011032",299,39
+"Tworóg","2413082",249,40
+"Pierzchnica","2604153",173,22
+"Zduńska Wola","1019011",161,41
+"Łomża","2007022",124,70
+"Opole","1661011",279,0
+"Przechlewo","2203062",312,112
+"Mirosławiec","3217033",352,103
+"Górowo Iławeckie","2801052",233,58
+"Kramsk","3010052",181,104
+"Stare Miasto","3010112",194,94
+"Ogrodzieniec","2416063",224,47
+"Radzionków","2413031",253,22
+"Czarna Dąbrówka","2201032",330,72
+"Gdańsk","2261011",285,0
+"Czerwińsk nad Wisłą","1420043",53,53
+"Łaziska Górne","2408011",279,14
+"Gorzów Wielkopolski","0861011",401,92
+"Santok","0801062",386,92
+"Głowaczów","1407022",71,71
+"Lipnica","2201052",314,96
+"Kruszwica","0407063",188,45
+"Jeziora Wielkie","0409022",196,59
+"Głogów Małopolski","1816063",238,17
+"Wodzisław","2602093",199,47
+"Koźminek","3007053",194,119
+"Miejsce Piastowe","1807072",294,45
+"Krościenko Wyżne","1807062",289,39
+"Pacyna","1404032",93,93
+"Żabia Wola","1405062",37,37
+"Stary Dzików","1809072",258,71
+"Proszowice","1214053",230,32
+"Pałecznica","1214042",224,34
+"Radziemice","1214062",227,28
+"Janowice Wielkie","0206052",388,81
+"Stara Kamienica","0206092",409,104
+"Osięciny","0411042",165,42
+"Dobre","0411032",176,37
+"Chorzów","2463011",261,9
+"Miączyn","0620062",240,88
+"Łabunie","0620052",237,84
+"Lubichowo","2213062",253,64
+"Rzewnie","1411082",69,69
+"Nowe Miasto nad Pilicą","1406083",77,77
+"Pniewy","1406092",43,43
+"Grabów nad Pilicą","1407042",57,57
+"Brzeszcze","1213023",284,62
+"Ryglice","1216063",260,86
+"Piotrków Kujawski","0411053",177,54
+"Topólka","0411072",165,57
+"Sławoborze","3216052",406,87
+"Rąbino","3216042",388,98
+"Adamów","0620012",234,82
+"Łęczyce","2215082",334,55
+"Stary Targ","2216042",229,55
+"Lipowiec Kościelny","1413032",111,111
+"Strzegowo","1413052",93,93
+"Wieczfnia Kościelna","1413092",113,113
+"Leoncin","1414032",40,40
+"Tuszów Narodowy","1811092",210,51
+"Wietrzychowice","1216122",228,55
+"Kunice","0209042",349,52
+"Miłkowice","0209062",359,64
+"Lubań","0210042",416,118
+"Lniano","0414052",239,62
+"Przewóz","0811072",428,59
+"Lubsko","0811063",420,39
+"Tuplice","0811092",428,51
+"Szlichtyngowa","0812023",335,55
+"Drużbice","1001032",143,35
+"Bełchatów","1001022",149,42
+"Rzeczniów","1409042",126,126
+"Żurawica","1813102",291,59
+"Adamówka","1814022",248,59
+"Uchanie","0604072",235,87
+"Strzelce Krajeńskie","0806043",385,109
+"Działoszyn","1009013",197,85
+"Przasnysz","1422011",88,88
+"Namysłów","1606023",265,47
+"Nowa Dęba","1820043",202,53
+"Czeremcha","2005032",160,72
+"Świdnica","0219072",356,51
+"Trzebnica","0220033",290,27
+"Przyrów","2404142",194,72
+"Gościeradów","0607042",166,55
+"Szczaniec","0808042",366,37
+"Krasne","1422052",77,77
+"Przasnysz","1422072",95,95
+"Pokrzywnica","1424032",42,42
+"Łubniany","1609052",266,14
+"Czchów","1202033",267,52
+"Lipnica Murowana","1201042",268,43
+"Stawiski","2006053",146,72
+"Turośl","2006062",137,101
+"Piątnica","2007052",132,68
+"Wizna","2007082",138,53
+"Czarny Bór","0221042",379,72
+"Szczawno-Zdrój","0221031",370,64
+"Brzeg Dolny","0222013",319,28
+"Abramów","0608022",120,34
+"Zabór","0809092",369,12
+"Szprotawa","0810073",383,40
+"Dobryszyce","1012022",164,65
+"Masłowice","1012102",153,76
+"Kobiele Wielkie","1012062",168,83
+"Kamieńsk","1012053",157,61
+"Gózd","1425022",98,98
+"Wierzbica","1425112",109,109
+"Popielów","1609092",277,22
+"Chrzanów","1203033",261,45
+"Trzebinia","1203053",255,39
+"Gręboszów","1204032",221,60
+"Siemiatycze","2010011",125,81
+"Karlino","3201033",404,106
+"Bierzwnik","3202012",374,83
+"Choszczno","3202023",392,63
+"Niegosławice","0810062",373,38
+"Kotuń","1426032",67,67
+"Krzymów","3010062",184,104
+"Chodów","3009032",139,145
+"Czerniejewo","3003023",244,40
+"Łubowo","3003062",249,37
+"Trzemeszno","3003093",222,68
+"Koło","3009072",172,114
+"Okonek","3031053",320,127
+"Rudziniec","2405052",274,42
+"Sośnicowice","2405063",283,37
+"Opatów","2406052",211,82
+"Rudnik","2411082",307,61
+"Koziegłowy","2409023",225,43
+"Lyski","2412042",301,46
+"Zbrosławice","2413092",261,30
+"Pszów","2415011",307,48
+"Bieruń","2414011",274,17
+"Lubomia","2415072",312,55
+"Marklowice","2415082",303,41
+"Chełm Śląski","2414052",270,18
+"Lipowa","2417062",317,61
+"Żywiec","2417011",309,58
+"Leszno","1432042",32,32
+"Stare Babice","1432072",19,19
+"Grębków","1433022",61,61
+"Nowy Żmigród","1805072",295,56
+"Charsznica","1208012",218,40
+"Łasin","0406033",195,66
+"Dygowo","3208022",412,107
+"Ustronie Morskie","3208072",416,112
+"Sianów","3209073",384,146
+"Łużna","1205062",282,85
+"Gorlice","1205042",288,91
+"Sejny","2009011",259,110
+"Krasnopol","2009032",251,108
+"Stoszowice","0224042",355,63
+"Gromadka","0201032",378,93
+"Ludwin","0610022",161,32
+"Adamów","0611032",98,60
+"Rzeczenica","2203072",320,126
+"Złoczew","1014113",191,72
+"Kowiesy","1015042",58,66
+"Nowy Kawęczyn","1015072",68,54
+"Wodynie","1426122",67,67
+"Ustrzyki Dolne","1801083",322,71
+"Jeleniewo","2012032",252,122
+"Wysokie Mazowieckie","2013011",125,49
+"Waganiec","0401082",162,29
+"Brzozie","0402042",155,74
+"Golczewo","3207023",448,50
+"Stanin","0611072",86,79
+"Trzebieszów","0611092",104,87
+"Parczew","0613043",146,49
+"Pszczółki","2204062",269,20
+"Przywidz","2204052",285,29
+"Lębork","2208011",337,63
+"Wicko","2208052",358,80
+"Szydłowiec","1430053",118,118
+"Brzostek","1803023",262,42
+"Radymno","1804021",282,62
+"Wiązownica","1804112",265,60
+"Słomniki","1206123",233,22
+"Mszana Dolna","1207092",295,45
+"Suwałki","2063011",243,110
+"Zambrów","2014011",115,63
+"Łomża","2062011",125,74
+"Sicienko","0403072",245,57
+"Nowy Tomyśl","3015043",335,52
+"Jawor","0205011",361,57
+"Raba Wyżna","1211112",307,53
+"Pieszyce","0202033",356,56
+"Czarnków","3002011",314,61
+"Stargard","3214011",425,29
+"Chocz","3020013",219,82
+"Krzyżanowice","2411042",318,59
+"Siekierczyn","0210072",424,126
+"Lubin","0211022",352,61
+"Ścinawa","0211043",335,51
+"Wielka Nieszawka","0415082",188,8
+"Konstantynów","0601072",140,117
+"Wschowa","0812033",331,54
+"Deszczno","0801032",395,83
+"Krzyżanów","1002052",111,44
+"Łask","1003023",149,29
+"Łęczyca","1004011",129,37
+"Szulborze Wielkie","1416092",99,99
+"Brańszczyk","1435012",61,61
+"Rząśnik","1435032",57,57
+"Długosiodło","1435022",69,69
+"Zabrodzie","1435062",40,40
+"Lutocin","1437042",122,122
+"Ropczyce","1815033",249,29
+"Nowy Sącz","1262011",293,70
+"Oleśnica","0214011",278,29
+"Dobroszyce","0214032",277,31
+"Wąbrzeźno","0417011",184,38
+"Fabianki","0418072",148,41
+"Bogdaniec","0801022",408,89
+"Kocierzew Południowy","1005062",72,60
+"Tarczyn","1418063",33,33
+"Bielsk","1419012",98,98
+"Czarna Białostocka","2002023",190,22
+"Gródek","2002042",200,33
+"Wasilków","2002133",182,11
+"Suraż","2002103",153,24
+"Jaworze","2402062",313,51
+"Białopole","0603022",235,89
+"Wojsławice","0603132",226,77
+"Kożuchów","0804043",380,19
+"Żarnów","1007082",127,74
+"Drobin","1419053",93,93
+"Dzierzążnia","1420052",70,70
+"Naruszewo","1420072",59,59
+"Radomyśl nad Sanem","1818042",180,78
+"Brańsk","2003021",135,45
+"Boćki","2003042",143,55
+"Karsin","2206032",282,71
+"Malbork","2209011",241,44
+"Ostrówek","1017062",195,76
+"Wieluń","1017093",205,88
+"Czastary","1018022",219,100
+"Ojrzeń","1402062",69,69
+"Chełmiec","1210022",288,61
+"Korzenna","1210062",282,71
+"Dzierżoniów","0202052",344,47
+"Skępe","0408073",134,55
+"Chrostkowo","0408032",147,43
+"Polanów","3209063",363,151
+"Dębno","3210033",432,75
+"Kołbaskowo","3211022",461,13
+"Komarówka Podlaska","0615052",137,73
+"Malbork","2209042",244,40
+"Parzęczew","1020072",130,26
+"Ozorków","1020021",125,24
+"Garwolin","1403042",51,51
+"Parysów","1403092",50,50
+"Grodzisko Dolne","1808022",250,38
+"Lubaczów","1809011",272,83
+"Jemielno","0204022",321,59
+"Sławno","3213062",373,170
+"Darłowo","3213011",394,162
+"Tarnawatka","0618092",250,97
+"Susiec","0618082",250,98
+"Telatyn","0618102",273,120
+"Kępice","2212053",355,120
+"Stara Kornica","1410062",129,129
+"Maków Mazowiecki","1411011",70,70
+"Płoniawy-Bramura","1411062",83,83
+"Wieliczki","2813062",219,142
+"Nowe Miasto Lubawskie","2812052",169,68
+"Dobre Miasto","2814033",201,25
+"Mrągowo","2810032",184,58
+"Mikołajki","2810023",179,73
+"Budry","2819012",232,105
+"Morąg","2815083",201,37
+"Małdyty","2815052",205,51
+"Dubeninki","2818022",252,153
+"Dźwierzuty","2817022",164,36
+"Jedwabno","2817032",144,35
+"Szczytno","2817011",148,42
+"Wilczęta","2802072",231,60
+"Wieleń","3002083",335,71
+"Trzcianka","3002073",322,76
+"Ostrów Wielkopolski","3017042",242,98
+"Kraszewice","3018052",210,136
+"Mikstat","3018063",225,122
+"Stęszew","3021143",299,22
+"Luboń","3021011",286,7
+"Wronki","3024083",332,57
+"Buk","3021033",308,25
+"Obrzycko","3024011",312,42
+"Ostrowite","3023042",208,76
+"Słupca","3023062",209,75
+"Turek","3027082",176,116
+"Słupca","3023011",218,67
+"Brudzew","3027022",168,122
+"Książ Wielkopolski","3026033",265,45
+"Lądek","3023022",217,70
+"Jędrzejów","2602023",184,31
+"Słupia (Jędrzejowska)","2602072",199,56
+"Kazimierza Wielka","2603033",224,68
+"Smyków","2605072",137,28
+"Ostrowiec Świętokrzyski","2607011",145,57
+"Sadowie","2606062",156,52
+"Łączna","2610032",139,20
+"Bliżyn","2610022",129,27
+"Tolkmicko","2804093",254,89
+"Markusy","2804042",231,77
+"Srokowo","2808062",223,84
+"Kleszczele","2005073",160,61
+"Zawoja","1215082",307,55
+"Łapsze Niżne","1211082",321,74
+"Jelenia Góra","0261011",398,92
+"Głuszyca","0221053",369,67
+"Choceń","0418052",141,64
+"Sitno","0620092",231,78
+"Spytkowice","1218062",272,35
+"Radzymin","1434093",24,24
+"Krasnosielc","1411042",92,92
+"Ostrołęka","1461011",101,101
+"Rymanów","1807083",304,52
+"Jaśliska","1807102",318,67
+"Chojnice","2202032",287,99
+"Szczecin","3262011",453,0
+"Krynica Morska","2210011",262,52
+"Koluszki","1006073",102,25
+"Lubawka","0207033",394,87
+"Zambrów","2014052",114,66
+"Kalisz","3061011",212,108
+"Opatowiec","2603043",221,66
+"Pakosław","3022042",285,90
+"Rawicz","3022053",295,88
+"Bobrowniki","2401042",247,22
+"Oleśnica","2612033",197,54
+"Szydłowo","1413082",102,102
+"Małkinia Górna","1416052",84,84
+"Solec nad Wisłą","1409063",132,132
+"Krosno","1861011",287,39
+"Baranów","1405032",41,41
+"Jaktorów","1405052",41,41
+"Chynów","1406032",39,39
+"Rabka-Zdrój","1211123",302,50
+"Mysłakowice","0206072",394,87
+"Barwice","3215023",358,120
+"Hańsk","0619032",186,64
+"Stary Brus","0619042",173,58
+"Smętowo Graniczne","2213112",233,71
+"Tczew","2214011",257,31
+"Cegłów","1412042",47,47
+"Dębe Wielkie","1412052",27,27
+"Jakubów","1412082",42,42
+"Mińsk Mazowiecki","1412112",36,36
+"Siennica","1412132",42,42
+"Czermin","1811032",213,60
+"Pleśna","1216042",258,66
+"Lisia Góra","1216032",238,76
+"Kcynia","0410013",258,77
+"Nakło nad Notecią","0410033",252,65
+"Rypin","0412042",145,57
+"Skrwilno","0412052",134,67
+"Świdwin","3216011",392,87
+"Brzeżno","3216022",389,84
+"Wałcz","3217011",332,123
+"Komarów-Osada","0620032",245,92
+"Stary Dzierzgoń","2216032",211,74
+"Pomiechówek","1414052",35,35
+"Policzna","1436022",98,98
+"Ciepielów","1409022",115,115
+"Ulanów","1812073",212,59
+"Zakliczyn","1216143",268,61
+"Szerzyny","1216162",269,92
+"Poronin","1217052",331,79
+"Chojnów","0209011",369,76
+"Krotoszyce","0209032",364,63
+"Osie","0414072",241,70
+"Łobez","3218023",397,72
+"Bełchatów","1001011",153,47
+"Szczerców","1001072",168,56
+"Ząbki","1434031",7,7
+"Dąbrówka","1434052",32,32
+"Klembów","1434072",27,27
+"Wołomin","1434123",19,19
+"Bircza","1813012",299,49
+"Gać","1814032",263,31
+"Brzeźnica","1218022",272,28
+"Batorz","0605012",181,40
+"Janów Lubelski","0605053",198,63
+"Potok Wielki","0605072",183,57
+"Rzepin","0805043",428,70
+"Sulmierzyce","1009082",172,66
+"Kiełczygłów","1009022",183,70
+"Pajęczno","1009043",188,79
+"Nowa Brzeźnica","1009032",187,84
+"Baboszewo","1420032",76,76
+"Nadarzyn","1421052",26,26
+"Michałowice","1421042",18,18
+"Baligród","1821012",335,80
+"Szczuczyn","2004053",170,76
+"Kolno","2006011",143,87
+"Strzegom","0219063",355,48
+"Izbica","0606042",208,55
+"Łopiennik Górny","0606072",193,42
+"Lubniewice","0807023",399,69
+"Lubrza","0808012",386,42
+"Niemodlin","1609073",298,22
+"Drwinia","1201032",244,30
+"Żmigród","0220063",296,41
+"Wińsko","0222022",318,44
+"Świdnica","0809072",393,12
+"Radomsko","1012011",171,78
+"Ładzice","1012092",177,78
+"Pionki","1425082",88,88
+"Trzciana","1201082",271,36
+"Żegocina","1201092",273,40
+"Libiąż","1203043",268,49
+"Goniądz","2008013",184,55
+"Krypno","2008052",167,26
+"Dziadkowice","2010032",131,64
+"Garbów","0609042",130,23
+"Żagań","0810021",401,38
+"Parchowo","2201072",315,67
+"Miastko","2201063",337,116
+"Sadkowice","1013062",68,74
+"Przesmyki","1426072",106,106
+"Kotlin","3006032",241,70
+"Gniezno","3003011",238,50
+"Kleczew","3010043",200,84
+"Perzów","3008052",250,142
+"Kępno","3008033",233,141
+"Granowo","3005012",309,31
+"Sosnowiec","2475011",254,15
+"Czempiń","3011023",295,31
+"Koszęcin","2407062",237,47
+"Wręczyca Wielka","2406092",216,70
+"Mikołów","2408021",274,11
+"Toszek","2405073",267,44
+"Gaszowice","2412022",301,44
+"Pszczyna","2410053",291,26
+"Miedźna","2410032",285,25
+"Nędza","2411062",300,50
+"Ożarowice","2413062",240,29
+"Radlin","2415021",304,43
+"Łazy","2416053",233,35
+"Węgierska Górka","2417152",324,72
+"Kroczyce","2416042",211,59
+"Izabelin","1432022",21,21
+"Ożarów Mazowiecki","1432063",20,20
+"Liw","1433042",74,74
+"Brzyska","1805022",269,49
+"Kołaczyce","1805053",271,42
+"Słaboszów","1208072",213,41
+"Rogóźno","0406052",205,64
+"Radgoszcz","1204062",227,81
+"Ząbkowice Śląskie","0224053",345,60
+"Przybiernów","3204062",451,37
+"Kalisz Pomorski","3203033",373,81
+"Puchaczów","0610052",169,32
+"Stoczek Łukowski","0611082",72,90
+"Koczała","2203052",324,115
+"Sierpc","1427052",117,117
+"Rościszewo","1427042",116,116
+"Repki","1429062",95,95
+"Jabłonna Lacka","1429042",99,99
+"Brzeg","1601011",292,37
+"Czernichów","1206012",265,25
+"Kocmyrzów-Luborzyca","1206052",240,15
+"Mogilany","1206092",268,15
+"Bakałarzewo","2012012",234,111
+"Przerośl","2012042",248,127
+"Wiżajny","2012092",263,136
+"Sokoły","2013082",143,31
+"Koneck","0401062",171,26
+"Świedziebnia","0402092",141,67
+"Osiek","0402082",152,56
+"Poniatowa","0612063",134,33
+"Łaziska","0612042",132,50
+"Karczmiska","0612032",128,40
+"Opole Lubelskie","0612053",139,42
+"Somonino","2205052",293,33
+"Przodkowo","2205032",304,28
+"Biała","1017012",211,92
+"Jastrząb","1430022",111,111
+"Żyraków","1803072",237,43
+"Świątniki Górne","1206143",266,12
+"Limanowa","1207072",282,47
+"Wysokie Mazowieckie","2013102",121,54
+"Dobrcz","0403032",227,41
+"Golub-Dobrzyń","0405011",167,32
+"Banie","3206012",445,38
+"Byczyna","1604013",234,52
+"Rakoniewice","3005043",330,53
+"Wołczyn","1604043",246,42
+"Chojnice","2202011",286,104
+"Głogów","0203022",349,86
+"Barciany","2808022",222,74
+"Ujsoły","2417142",335,83
+"Lubin","0211011",348,63
+"Wleń","0212053",397,93
+"Świecie","0414093",218,44
+"Chełmża","0415022",195,20
+"Łomazy","0601092",149,86
+"Łanięta","1002072",123,65
+"Strzelce","1002102",113,60
+"Widawa","1003042",172,55
+"Sędziejowice","1003032",161,42
+"Wodzierady","1003052",144,25
+"Grabów","1004042",140,52
+"Nur","1416062",100,100
+"Karczew","1417043",27,27
+"Żuromin","1437063",120,120
+"Dynów","1816011",281,29
+"Błażowa","1816023",271,16
+"Kłaj","1219032",253,21
+"Augustów","2001022",215,72
+"Książki","0417032",182,47
+"Płużnica","0417042",195,36
+"Brześć Kujawski","0418043",154,47
+"Potok Górny","0602112",227,91
+"Dąbie","0802042",404,25
+"Krosno Odrzańskie","0802063",408,32
+"Żyrardów","1438011",47,47
+"Radom","1463011",91,91
+"Kamień","1816082",224,36
+"Twardogóra","0214083",266,43
+"Prabuty","2207043",209,77
+"Domaniów","0215022",308,26
+"Oława","0215011",297,28
+"Izbica Kujawska","0418083",155,70
+"Jaworzno","2468011",258,21
+"Kamień","0603062",218,75
+"Rejowiec Fabryczny","0603082",191,44
+"Horodło","0604032",251,107
+"Trzciel","0803063",362,51
+"Kolsko","0804032",353,28
+"Nowa Sól","0804052",365,21
+"Poświętne","1007062",92,67
+"Słubice","1419112",80,80
+"Bierawa","1603022",290,52
+"Krapkowice","1605023",292,24
+"Domaszowice","1606012",258,41
+"Zagórz","1817073",323,68
+"Pysznica","1818032",197,66
+"Brańsk","2003052",136,48
+"Wyszki","2003082",145,35
+"Wąsosz","2004062",165,67
+"Grębocice","0216032",342,74
+"Gaworzyce","0216022",362,94
+"Chełmno","0404022",213,42
+"Kozy","2402072",299,44
+"Mierzęcice","2401052",235,33
+"Barlinek","3210013",407,63
+"Radzyń Podlaski","0615062",118,66
+"Nowy Dwór Gdański","2210023",253,34
+"Puck","2211031",327,43
+"Puck","2211072",331,46
+"Stryków","1020083",106,18
+"Łaskarzew","1403021",62,62
+"Górzno","1403052",61,61
+"Wilga","1403132",49,49
+"Leżajsk","1808011",238,42
+"Jerzmanowa","0203032",353,85
+"Góra","0204013",316,69
+"Bielice","3212012",440,26
+"Warnice","3212062",426,32
+"Postomino","3213052",386,178
+"Damnica","2212022",356,92
+"Słupsk","2212082",369,110
+"Skórcz","2213021",243,64
+"Skórcz","2213102",244,63
+"Nidzica","2811043",136,41
+"Kolno","2814082",196,41
+"Janowiec Kościelny","2811012",122,55
+"Rozogi","2817052",139,67
+"Orzysz","2816023",185,97
+"Miłomłyn","2815073",189,43
+"Świętajno","2817072",152,57
+"Świątki","2814122",197,23
+"Lubasz","3002052",315,53
+"Sieroszewice","3017072",219,119
+"Grabów nad Prosną","3018033",220,131
+"Pniewy","3024063",325,43
+"Murowana Goślina","3021113",276,24
+"Czerwonak","3021042",275,15
+"Komorniki","3021072",289,10
+"Kórnik","3021093",273,20
+"Bojanowo","3022013",301,79
+"Malanów","3027052",186,113
+"Dobra","3027033",169,133
+"Władysławów","3027092",181,109
+"Czarnocin","2603022",214,58
+"Piekoszów","2604142",157,14
+"Połaniec","2612053",201,67
+"Koprzywnica","2609043",186,73
+"Dwikozy","2609022",173,83
+"Zawichost","2609093",165,83
+"Elbląg","2804012",237,77
+"Włoszczowa","2613063",175,48
+"Lidzbark Warmiński","2809011",214,40
+"Kisielice","2807043",194,82
+"Nowy Dwór","2011062",228,63
+"Prudnik","1610043",324,46
+"Lubrza","1610032",318,43
+"Otmuchów","1607063",336,58
+"Głuchołazy","1607013",333,54
+"Bukowina Tatrzańska","1217032",324,75
+"Muszyna","1210113",319,99
+"Modliborzyce","0605063",188,55
+"Rejowiec","0603153",198,51
+"Sulików","0225052",434,134
+"Platerówka","0210062",426,126
+"Kudowa-Zdrój","0208031",388,91
+"Radoszyce","2605043",141,34
+"Opatówek","3007083",202,116
+"Nieporęt","1408032",19,19
+"Żory","2479011",295,30
+"Gołdap","2818033",240,133
+"Goleniów","3204023",446,17
+"Łeba","2208021",365,87
+"Andrespol","1006022",112,13
+"Drawsko Pomorskie","3203023",381,81
+"Kowary","0206021",396,89
+"Lutomiersk","1008062",141,22
+"Mniszków","1007032",120,55
+"Nowogród","2007043",123,85
+"Stary Lubotyń","1416082",96,96
+"Nowe Skalmierzyce","3017023",219,107
+"Czersk","2202043",275,81
+"Ostróda","2815092",173,38
+"Łubnice","2612022",204,64
+"Magnuszew","1407062",55,55
+"Międzyzdroje","3207043",477,49
+"Klimontów","2609033",178,63
+"Sochocin","1420113",63,63
+"Rzeszów","1863011",255,0
+"Nowiny","2604172",161,8
+"Szczawin Kościelny","1404052",101,101
+"Nowy Targ","1211092",314,65
+"Bolesław","1212032",242,47
+"Jordanów","1215052",297,43
+"Marciszów","0207042",381,74
+"Dąbrowa","0409012",220,52
+"Radziejów","0411062",175,43
+"Dolice","3214042",410,47
+"Szczecinek","3215011",336,140
+"Biały Bór","3215033",337,154
+"Wola Uhruska","0619072",200,72
+"Gniew","2214023",232,62
+"Morzeszczyn","2214032",239,59
+"Jasieniec","1406062",49,49
+"Mogielnica","1406073",65,65
+"Kozienice","1407053",77,77
+"Mielec","1811052",215,47
+"Borowa","1811022",206,62
+"Padew Narodowa","1811062",202,58
+"Oświęcim","1213062",277,55
+"Radłów","1216053",237,58
+"Nowa Ruda","0208041",366,70
+"Rypin","0412011",144,55
+"Krasnobród","0620043",240,88
+"Grabowiec","0620022",232,81
+"Luzino","2215072",325,44
+"Dzierzgowo","1413022",109,109
+"Nowy Dwór Mazowiecki","1414011",34,34
+"Czosnów","1414022",28,28
+"Tczów","1436042",104,104
+"Jabłonna","1408022",22,22
+"Tarnów","1216092",244,66
+"Prochowice","0209073",340,45
+"Sośno","0413032",261,74
+"Sępólno Krajeńskie","0413023",274,87
+"Jeżewo","0414042",232,67
+"Koszalin","3261011",391,136
+"Jasień","0811043",416,38
+"Poświętne","1434082",27,27
+"Krasiczyn","1813042",297,56
+"Przeworsk","1814011",262,38
+"Stryszów","1218072",285,36
+"Siewierz","2401073",235,31
+"Górzyca","0805022",433,84
+"Konstantynów Łódzki","1008011",131,12
+"Płońsk","1420011",65,65
+"Baranów Sandomierski","1820013",201,56
+"Grębów","1820032",195,60
+"Olszanica","1821042",320,67
+"Chybie","2403052",304,38
+"Dzierzkowice","0607032",158,45
+"Trzydnik Duży","0607072",171,49
+"Ręczno","1010072",143,71
+"Czernice Borowe","1422032",92,92
+"Krzynowłoga Mała","1422062",104,104
+"Gorzów Śląski","1608023",227,53
+"Walim","0221082",364,60
+"Stare Bogaczowice","0221072",373,66
+"Mstów","2404102",194,73
+"Kruszyna","2404082",183,90
+"Konopiska","2404072",221,56
+"Poczesna","2404132",214,57
+"Lubartów","0608072",138,28
+"Trzebiechów","0809082",367,17
+"Żagań","0810092",398,39
+"Gidle","1012032",180,92
+"Pionki","1425011",89,89
+"Trzcianne","2008072",159,42
+"Czernica","0223012",293,20
+"Kąty Wrocławskie","0223043",322,16
+"Siechnice","0223083",302,15
+"Żórawina","0223092",311,18
+"Ciepłowody","0224022",336,51
+"Białogard","3201022",394,106
+"Tychowo","3201043",373,121
+"Krzczonów","0609092",178,25
+"Zakrzew","0609162",181,36
+"Brzeźnica","0810032",393,25
+"Goszczanów","1014062",182,67
+"Mokobody","1426042",73,73
+"Gostyń","3004023",283,56
+"Blizanów","3007012",212,95
+"Żelazków","3007112",204,106
+"Bralin","3008022",243,142
+"Krotoszyn","3012043",250,87
+"Lipie","2406032",207,92
+"Woźniki","2407083",232,41
+"Knurów","2405011",281,25
+"Wyry","2408052",280,14
+"Suszec","2410062",291,25
+"Myszków","2409011",221,45
+"Poraj","2409042",217,51
+"Krupski Młyn","2413052",249,47
+"Niegowa","2409032",207,60
+"Węgrów","1433011",69,69
+"Kolbuszowa","1806023",230,26
+"Niwiska","1806042",225,35
+"Jasło","1805011",278,47
+"Dębowiec","1805032",290,58
+"Miechów","1208053",220,35
+"Lubień","1209022",295,41
+"Myślenice","1209033",276,22
+"Zbójno","0405062",157,35
+"Inowrocław","0407011",200,35
+"Widuchowa","3206092",457,35
+"Bobolice","3209033",360,140
+"Podedwórze","0613052",162,68
+"Lubsza","1601052",283,37
+"Olszanka","1601062",299,34
+"Olesno","1204052",225,68
+"Ziębice","0224063",335,61
+"Aleksandrów Kujawski","0401011",175,17
+"Maszewo","3204033",428,32
+"Wysokie","0609152",186,36
+"Łęczna","0610033",162,23
+"Człuchów","2203011",295,116
+"Mochowo","1427032",120,120
+"Domaradz","1802022",279,25
+"Haczów","1802042",293,40
+"Czarna","1803032",240,52
+"Zielonki","1206172",245,11
+"Filipów","2012022",242,123
+"Brojce","3205012",428,78
+"Jabłoń","0613022",149,64
+"Kolbudy","2204032",285,16
+"Suchy Dąb","2204072",266,19
+"Osjaków","1017052",191,75
+"Mokrsko","1017042",215,98
+"Nowa Sucha","1428052",59,59
+"Brochów","1428022",52,52
+"Jarosław","1804011",269,50
+"Pawłosiów","1804062",271,46
+"Laskowa","1207062",278,48
+"Czyżew","2013033",110,63
+"Szepietowo","2013093",123,51
+"Nowa Wieś Wielka","0403052",218,33
+"Golub-Dobrzyń","0405032",166,36
+"Wielichowo","3005053",321,49
+"Kluczbork","1604023",241,40
+"Zalewo","2807073",201,56
+"Oporów","1002092",105,55
+"Pęcław","0203052",336,77
+"Mściwojów","0205042",357,52
+"Wydminy","2806102",204,106
+"Siedliszcze","0603113",186,43
+"Jeleśnia","2417042",315,71
diff --git a/pbad.ipynb b/pbad.ipynb
index 55b1c26e..9107b3fb 100644
--- a/pbad.ipynb
+++ b/pbad.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 412,
+   "execution_count": 75,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 413,
+   "execution_count": 76,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -120,14 +120,16 @@
     "    'Bezrobotni_powyzej_50_roku_zycia',                    # 95\n",
     "    'Gmina_miejska',                                       # 96\n",
     "    'Gmina_miejsko_wiejska',                               # 97\n",
-    "    'Gmina_wiejska']                                       # 98\n",
+    "    'Gmina_wiejska',                                       # 98\n",
+    "    'Odleglosc_Warszawa',                                  # 99\n",
+    "    'Odleglosc_od_centrum_decyzyjnego']                    # 100\n",
     "\n",
     "all_columns = ['Kod', 'Rok'] + feature_names"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 414,
+   "execution_count": 77,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -139,7 +141,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 415,
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_odl = pd.read_csv(\n",
+    "    'gminy_centroid.csv',\n",
+    "    encoding='ISO-8859-2',\n",
+    "    converters={'TERYT': str})\n",
+    "df_odl['TERYT'] = df_odl['TERYT'].astype('str')\n",
+    "df_odl = df_odl[['TERYT', 'odl_Wawa', 'odl_woj']]\n",
+    "df_odl = df_odl.rename(columns={\n",
+    "    'TERYT': 'Kod',\n",
+    "    'odl_Wawa': 'Odleglosc_Warszawa',\n",
+    "    'odl_woj': 'Odleglosc_od_centrum_decyzyjnego'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_data = df_data.merge(df_odl, on=['Kod'], how='left')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
    "metadata": {},
    "outputs": [
     {
@@ -160,14 +189,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 416,
+   "execution_count": 81,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "C:\\Users\\micha\\AppData\\Local\\Temp\\ipykernel_30040\\2129245038.py:23: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
+      "C:\\Users\\micha\\AppData\\Local\\Temp\\ipykernel_18980\\2237990575.py:27: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
+      "  df_data = df_data.groupby(all_columns)['Suma'].sum().reset_index()\n",
+      "C:\\Users\\micha\\AppData\\Local\\Temp\\ipykernel_18980\\2237990575.py:27: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
+      "  df_data = df_data.groupby(all_columns)['Suma'].sum().reset_index()\n",
+      "C:\\Users\\micha\\AppData\\Local\\Temp\\ipykernel_18980\\2237990575.py:27: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
       "  df_data = df_data.groupby(all_columns)['Suma'].sum().reset_index()\n"
      ]
     }
@@ -175,6 +208,10 @@
    "source": [
     "# Wybór programu operacyjnego...\n",
     "df_data = df_data.loc[df_data['Program_operacyjny'] == 'Program Operacyjny Infrastruktura i ?rodowisko 2014-2020'].reset_index(drop=True)\n",
+    "# df_data = df_data.loc[df_data['Program_operacyjny'] == 'Program Operacyjny Inteligentny RozwĂłj'].reset_index(drop=True)\n",
+    "# df_data = df_data.loc[df_data['Program_operacyjny'] == 'Program Operacyjny Polska Cyfrowa'].reset_index(drop=True)\n",
+    "# df_data = df_data.loc[df_data['Program_operacyjny'] == 'Program Operacyjny Wiedza Edukacja RozwĂłj'].reset_index(drop=True)\n",
+    "# df_data = df_data.loc[df_data['Program_operacyjny'] == 'Program Operacyjny Polska Wschodnia'].reset_index(drop=True)\n",
     "\n",
     "# Uzupełnienie brakujących danych...\n",
     "df_data[[\n",
@@ -198,19 +235,19 @@
     "df_data = df_data.groupby(all_columns)['Suma'].sum().reset_index()\n",
     "\n",
     "# ...\n",
-    "# df_data['Suma'] = df_data['Suma'] / df_data['Ludnosc']"
+    "df_data['Suma'] = df_data['Suma'] / df_data['Ludnosc']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 417,
+   "execution_count": 82,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Mean Squared Error: 7130437747838160.0\n"
+      "Mean Squared Error: 24357114749293.223\n"
      ]
     }
    ],
@@ -236,12 +273,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 418,
+   "execution_count": 83,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -256,8 +293,8 @@
     "plt.ylabel('Predicted')\n",
     "plt.title('Actual vs Predicted')\n",
     "\n",
-    "plt.xlim(0, max(max(y_test), max(y_pred)))\n",
-    "plt.ylim(0, max(max(y_test), max(y_pred)))\n",
+    "# plt.xlim(0, max(max(y_test), max(y_pred)))\n",
+    "# plt.ylim(0, max(max(y_test), max(y_pred)))\n",
     "\n",
     "# plt.xlim(0, 3*10**7)\n",
     "# plt.ylim(0, 3*10**7)\n",
@@ -273,41 +310,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 419,
+   "execution_count": 84,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Turysci_ogolem                                        0.678030\n",
-      "Turysci_zagraniczni                                   0.622019\n",
-      "Bezrobotni_powyzej_50_roku_zycia                      0.618459\n",
-      "Bezrobotni_mezczyzni                                  0.604785\n",
-      "Bezrobotni_ogolem                                     0.598537\n",
-      "Bezrobotne_kobiety                                    0.589713\n",
-      "Dlugotrwale_bezrobotni                                0.588603\n",
-      "Dochody_z_majatku                                     0.572257\n",
-      "Bezrobotni_do_25_roku_zycia                           0.538353\n",
-      "Dochody_z_uslug                                       0.530995\n",
-      "Zameldowania_z_miast_kobiety                          0.524689\n",
-      "Zameldowania_z_miast_ogolem                           0.516273\n",
-      "Zameldowania_z_miast_mezczyzni                        0.506130\n",
-      "Ludnosc_kobiety_w_wieku_produkcyjnym_niemobilnym      0.505972\n",
-      "Ludnosc_w_wieku_produkcyjnym_niemobilnym              0.505204\n",
-      "Ludnosc_mezczyzni_w_wieku_produkcyjnym_niemobilnym    0.504409\n",
-      "Dochody_z_najmu_i_dzierzawy                           0.502355\n",
-      "Ludnosc_kobiety_w_wieku_produkcyjnym                  0.498792\n",
-      "Ludnosc_w_wieku_produkcyjnym                          0.497524\n",
-      "Ludnosc_mezczyzni_w_wieku_produkcyjnym                0.496126\n",
-      "Ludnosc_kobiety_w_wieku_produkcyjnym_mobilnym         0.494525\n",
-      "Ludnosc_kobiety                                       0.494308\n",
-      "Ludnosc_w_wieku_produkcyjnym_mobilnym                 0.492563\n",
-      "Ludnosc_ogolem                                        0.491898\n",
-      "Ludnosc                                               0.491897\n",
-      "Ludnosc_kobiety_w_wieku_poprodukcyjnym                0.491139\n",
-      "Ludnosc_mezczyzni_w_wieku_produkcyjnym_mobilnym       0.490279\n",
-      "Ludnosc_mezczyzni                                     0.489025\n",
+      "Gmina_wiejska                                         0.135239\n",
+      "Wojewodztwo_Dolnoslaskie                              0.089233\n",
+      "Dochody_podatek_rolny                                 0.066759\n",
+      "Saldo_migracji_na_1000_ludnosci                       0.059790\n",
+      "Zmiana_liczby_ludnosci                                0.051100\n",
+      "Wojewodztwo_Warminsko_Mazurskie                       0.047088\n",
+      "Wojewodztwo_Pomorskie                                 0.043228\n",
+      "Wojewodztwo_Opolskie                                  0.019902\n",
+      "Odleglosc_Warszawa                                    0.018391\n",
+      "Saldo_migracji                                        0.010109\n",
+      "Wojewodztwo_Mazowieckie                               0.008000\n",
+      "Turysci_ogolem                                        0.007569\n",
+      "Turysci_zagraniczni                                   0.005412\n",
+      "Wojewodztwo_Podkarpackie                             -0.001333\n",
+      "Odleglosc_od_centrum_decyzyjnego                     -0.002845\n",
+      "Wplywy_z_oplaty_eksploatacyjnej                      -0.007789\n",
+      "Wojewodztwo_Swietokrzyskie                           -0.008502\n",
+      "Wojewodztwo_Zachodniopomorskie                       -0.009058\n",
+      "Powierzchnia                                         -0.011699\n",
+      "Wojewodztwo_Slaskie                                  -0.013926\n",
+      "Wojewodztwo_Lubelskie                                -0.014264\n",
+      "Obiekty_ogolem                                       -0.015279\n",
+      "Wojewodztwo_Lubuskie                                 -0.016251\n",
+      "Miejsca_noclegowe_ogolem                             -0.018215\n",
+      "Wojewodztwo_Podlaskie                                -0.019896\n",
+      "Dochody_podatek_PCC                                  -0.020018\n",
+      "Dochody_podatek_od_spadkow                           -0.020339\n",
+      "Udzialy_w_podatkach_dochodowych_od_osob_prywatnych   -0.020362\n",
       "Name: Suma, dtype: float64\n"
      ]
     }
@@ -319,275 +356,320 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 420,
+   "execution_count": 85,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "|--- Bezrobotni_do_25_roku_zycia <= 3286.75\n",
-      "|   |--- Bezrobotni_powyzej_50_roku_zycia <= 8333.50\n",
-      "|   |   |--- Turysci_zagraniczni <= 11550.00\n",
-      "|   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej <= -7751.83\n",
-      "|   |   |   |   |--- value: [964190154.28]\n",
-      "|   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej >  -7751.83\n",
-      "|   |   |   |   |--- Bezrobotni_powyzej_50_roku_zycia <= 4109.25\n",
-      "|   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia <= 211.25\n",
-      "|   |   |   |   |   |   |--- Turysci_zagraniczni <= 50.50\n",
-      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej <= -177.80\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie <= 0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny <= 769761.22\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_podatek_lesny <= 102124.37\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [12827962.87]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_podatek_lesny >  102124.37\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny >  769761.22\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [41560244.72]\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie >  0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [342766250.37]\n",
-      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej >  -177.80\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Pomorskie <= 0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety <= 137.25\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej <= 1410250.88\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 28\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej >  1410250.88\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [83037656.42]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety >  137.25\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_uslug <= 18008.01\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_uslug >  18008.01\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 40\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Pomorskie >  0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_PCC <= 135840.14\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_razem <= 290021.63\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_razem >  290021.63\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [481929545.58]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_PCC >  135840.14\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_produkcyjnym <= 68627.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_produkcyjnym >  68627.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [138065623.43]\n",
-      "|   |   |   |   |   |   |--- Turysci_zagraniczni >  50.50\n",
-      "|   |   |   |   |   |   |   |--- Bezrobotni_mezczyzni <= 55.75\n",
-      "|   |   |   |   |   |   |   |   |--- value: [350203527.33]\n",
-      "|   |   |   |   |   |   |   |--- Bezrobotni_mezczyzni >  55.75\n",
-      "|   |   |   |   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci <= 19.15\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku <= 84208.02\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [122764445.52]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku >  84208.02\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Turysci_ogolem <= 1304.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Turysci_ogolem >  1304.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25\n",
-      "|   |   |   |   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci >  19.15\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety <= 15.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [819103731.56]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety >  15.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_powyzej_50_roku_zycia <= 171.00\n",
+      "|--- Wplywy_z_oplaty_eksploatacyjnej <= -7751.83\n",
+      "|   |--- value: [132625880.92]\n",
+      "|--- Wplywy_z_oplaty_eksploatacyjnej >  -7751.83\n",
+      "|   |--- Wplywy_z_oplaty_skarbowej <= 4494.45\n",
+      "|   |   |--- Wplywy_z_oplaty_skarbowej <= 4164.20\n",
+      "|   |   |   |--- Gestosc_zaludnienia <= 0.04\n",
+      "|   |   |   |   |--- Odleglosc_Warszawa <= 366.00\n",
+      "|   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_przedprodukcyjnym <= 160.50\n",
+      "|   |   |   |   |   |   |--- value: [4988446.69]\n",
+      "|   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_przedprodukcyjnym >  160.50\n",
+      "|   |   |   |   |   |   |--- Ludnosc_w_wieku_produkcyjnym <= 1453.50\n",
+      "|   |   |   |   |   |   |   |--- value: [8029322.26]\n",
+      "|   |   |   |   |   |   |--- Ludnosc_w_wieku_produkcyjnym >  1453.50\n",
+      "|   |   |   |   |   |   |   |--- value: [7792324.25]\n",
+      "|   |   |   |   |--- Odleglosc_Warszawa >  366.00\n",
+      "|   |   |   |   |   |--- Dochody_podatek_lesny <= 283601.20\n",
+      "|   |   |   |   |   |   |--- value: [223720.88]\n",
+      "|   |   |   |   |   |--- Dochody_podatek_lesny >  283601.20\n",
+      "|   |   |   |   |   |   |--- value: [147649.40]\n",
+      "|   |   |   |--- Gestosc_zaludnienia >  0.04\n",
+      "|   |   |   |   |--- value: [40325441.22]\n",
+      "|   |   |--- Wplywy_z_oplaty_skarbowej >  4164.20\n",
+      "|   |   |   |--- value: [106444841.13]\n",
+      "|   |--- Wplywy_z_oplaty_skarbowej >  4494.45\n",
+      "|   |   |--- Wplywy_z_oplaty_skarbowej <= 12330.00\n",
+      "|   |   |   |--- Dochody_podatek_lesny <= 1523.00\n",
+      "|   |   |   |   |--- value: [50040444.36]\n",
+      "|   |   |   |--- Dochody_podatek_lesny >  1523.00\n",
+      "|   |   |   |   |--- Dochody_z_najmu_i_dzierzawy <= 339230.50\n",
+      "|   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia <= 41.25\n",
+      "|   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych <= 136790.07\n",
+      "|   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety <= 5.50\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_razem <= 5335600.25\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wojewodztwo_Podkarpackie <= 0.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku <= 98626.36\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku >  98626.36\n",
       "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_powyzej_50_roku_zycia >  171.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wojewodztwo_Podkarpackie >  0.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej <= 81.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [1029930.53]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej >  81.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [674809.87]\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_razem >  5335600.25\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej <= 10500.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_fizycznych <= 2211601.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [2852332.52]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_fizycznych >  2211601.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [3787927.89]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej >  10500.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem <= 1245524.19\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [2301238.08]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem >  1245524.19\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [1142691.81]\n",
+      "|   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety >  5.50\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_lesny <= 16527.95\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni <= 97.25\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci <= -1.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [214308.91]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci >  -1.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [248413.49]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni >  97.25\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_ogolem <= 19.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [886572.54]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_ogolem >  19.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [1011703.86]\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_lesny >  16527.95\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_ogolem <= 9.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [621811.99]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_ogolem >  9.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia <= 13.75\n",
       "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
-      "|   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia >  211.25\n",
-      "|   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety <= 462.00\n",
-      "|   |   |   |   |   |   |   |--- Turysci_zagraniczni <= 2200.50\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie <= 0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Obiekty_ogolem <= 0.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci <= -4.65\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci >  -4.65\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6\n",
-      "|   |   |   |   |   |   |   |   |   |--- Obiekty_ogolem >  0.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_ogolem <= 227202.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_ogolem >  227202.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
-      "|   |   |   |   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie >  0.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow <= 136407.63\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [374147379.96]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow >  136407.63\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni <= 1104.75\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [87692501.12]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni >  1104.75\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
-      "|   |   |   |   |   |   |   |--- Turysci_zagraniczni >  2200.50\n",
-      "|   |   |   |   |   |   |   |   |--- Turysci_zagraniczni <= 2255.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [675624217.52]\n",
-      "|   |   |   |   |   |   |   |   |--- Turysci_zagraniczni >  2255.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny <= 9598.85\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [286243234.59]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny >  9598.85\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie <= 0.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie >  0.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [279411324.25]\n",
-      "|   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety >  462.00\n",
-      "|   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni <= 1111.50\n",
-      "|   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_fizycznych <= 432721984.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [233314297.12]\n",
-      "|   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_fizycznych >  432721984.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [144736499.65]\n",
-      "|   |   |   |   |   |   |   |--- Dlugotrwale_bezrobotni >  1111.50\n",
-      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety <= 470.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety <= 230.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_ogolem <= 954.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [146505226.88]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_ogolem >  954.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [118788666.24]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety >  230.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [198317025.71]\n",
-      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety >  470.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety <= 3306.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej <= 10332.60\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej >  10332.60\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia >  13.75\n",
       "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety >  3306.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Saldo_migracji <= -1765.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [245187243.09]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Saldo_migracji >  -1765.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10\n",
-      "|   |   |   |   |--- Bezrobotni_powyzej_50_roku_zycia >  4109.25\n",
-      "|   |   |   |   |   |--- Dochody_podatek_rolny <= 968207.19\n",
-      "|   |   |   |   |   |   |--- Dochody_podatek_rolny <= 782857.78\n",
-      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej <= 16106.75\n",
-      "|   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni <= 2183.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [131610033.05]\n",
-      "|   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni >  2183.50\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [148481690.68]\n",
-      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej >  16106.75\n",
-      "|   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym_niemobilnym <= 55425.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [190652253.27]\n",
-      "|   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym_niemobilnym >  55425.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [185724614.60]\n",
-      "|   |   |   |   |   |   |--- Dochody_podatek_rolny >  782857.78\n",
-      "|   |   |   |   |   |   |   |--- Wymeldowania_kobiety <= 2571.50\n",
-      "|   |   |   |   |   |   |   |   |--- value: [94465810.28]\n",
-      "|   |   |   |   |   |   |   |--- Wymeldowania_kobiety >  2571.50\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_razem <= 15314116608.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_kobiety <= 2257.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [38662685.50]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_kobiety >  2257.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym <= 376983.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [58846312.68]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym >  376983.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [51058860.72]\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_razem >  15314116608.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [8947790.94]\n",
-      "|   |   |   |   |   |--- Dochody_podatek_rolny >  968207.19\n",
-      "|   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej <= 8059.50\n",
-      "|   |   |   |   |   |   |   |--- Zameldowania_mezczyzni <= 11833.00\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej <= 2527334.25\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety <= 6338.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [230571070.75]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Bezrobotne_kobiety >  6338.50\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [207365170.21]\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej >  2527334.25\n",
-      "|   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia <= 2.89\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [192010216.97]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia >  2.89\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [168244617.82]\n",
-      "|   |   |   |   |   |   |   |--- Zameldowania_mezczyzni >  11833.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [290585991.80]\n",
-      "|   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej >  8059.50\n",
-      "|   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem <= 1265800896.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [344302462.59]\n",
-      "|   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem >  1265800896.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [291932458.27]\n",
-      "|   |   |--- Turysci_zagraniczni >  11550.00\n",
-      "|   |   |   |--- Dochody_podatek_od_spadkow <= 3245648.25\n",
-      "|   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym <= 24858.50\n",
-      "|   |   |   |   |   |--- Turysci_ogolem <= 47085.00\n",
-      "|   |   |   |   |   |   |--- Dochody_podatek_od_nieruchomosci <= 65272150.00\n",
-      "|   |   |   |   |   |   |   |--- value: [139894594.13]\n",
-      "|   |   |   |   |   |   |--- Dochody_podatek_od_nieruchomosci >  65272150.00\n",
-      "|   |   |   |   |   |   |   |--- value: [113778267.95]\n",
-      "|   |   |   |   |   |--- Turysci_ogolem >  47085.00\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_ogolem <= 811.00\n",
-      "|   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_produkcyjnym_mobilnym <= 2687.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [42987964.54]\n",
-      "|   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_produkcyjnym_mobilnym >  2687.00\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_odrebne_ustawy <= 34762434.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne <= 3919.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem <= 1072.00\n",
+      "|   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych >  136790.07\n",
+      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej <= 9809.35\n",
+      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem <= 10.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [1080165.70]\n",
+      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem >  10.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_przedprodukcyjnym <= 481.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Odleglosc_Warszawa <= 211.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [3043529.06]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Odleglosc_Warszawa >  211.00\n",
       "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem >  1072.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [956134.19]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne >  3919.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_poprodukcyjnym <= 5313.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [11266828.62]\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_poprodukcyjnym >  5313.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [8113147.62]\n",
-      "|   |   |   |   |   |   |   |   |--- Dochody_podatek_odrebne_ustawy >  34762434.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [22292349.80]\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_ogolem >  811.00\n",
-      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej <= 305439.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [45239834.44]\n",
-      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej >  305439.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [46421678.52]\n",
-      "|   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym >  24858.50\n",
-      "|   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_prywatnych <= 16684686.50\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_mezczyzni <= 771.00\n",
-      "|   |   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne <= 915.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [292699374.69]\n",
-      "|   |   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne >  915.00\n",
-      "|   |   |   |   |   |   |   |   |--- value: [255623586.25]\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_mezczyzni >  771.00\n",
-      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej <= 358868.77\n",
-      "|   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem <= 2109.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych <= 3711187.25\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [171162684.72]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych >  3711187.25\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [158541158.45]\n",
-      "|   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem >  2109.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [191993961.25]\n",
-      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_dzialalnosci_gospodarczej >  358868.77\n",
-      "|   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni <= 550.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- value: [70210346.90]\n",
-      "|   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni >  550.00\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_ogolem <= 1271.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [110484937.69]\n",
-      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_ogolem >  1271.00\n",
-      "|   |   |   |   |   |   |   |   |   |   |--- value: [125447204.52]\n",
-      "|   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_prywatnych >  16684686.50\n",
-      "|   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem <= 921.50\n",
-      "|   |   |   |   |   |   |   |--- value: [381077102.66]\n",
-      "|   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem >  921.50\n",
-      "|   |   |   |   |   |   |   |--- Wymeldowania_kobiety <= 1527.50\n",
-      "|   |   |   |   |   |   |   |   |--- value: [257797653.62]\n",
-      "|   |   |   |   |   |   |   |--- Wymeldowania_kobiety >  1527.50\n",
-      "|   |   |   |   |   |   |   |   |--- value: [278636941.63]\n",
-      "|   |   |   |--- Dochody_podatek_od_spadkow >  3245648.25\n",
-      "|   |   |   |   |--- Zameldowania_z_miast_kobiety <= 2581.50\n",
-      "|   |   |   |   |   |--- Dochody_podatek_lesny <= 82233.97\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_ogolem <= 5434.00\n",
-      "|   |   |   |   |   |   |   |--- value: [570198401.95]\n",
-      "|   |   |   |   |   |   |--- Wymeldowania_ogolem >  5434.00\n",
-      "|   |   |   |   |   |   |   |--- value: [546788438.22]\n",
-      "|   |   |   |   |   |--- Dochody_podatek_lesny >  82233.97\n",
-      "|   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne <= 2900.00\n",
-      "|   |   |   |   |   |   |   |--- value: [697207249.86]\n",
-      "|   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne >  2900.00\n",
-      "|   |   |   |   |   |   |   |--- value: [773787942.19]\n",
-      "|   |   |   |   |--- Zameldowania_z_miast_kobiety >  2581.50\n",
-      "|   |   |   |   |   |--- value: [251006633.98]\n",
-      "|   |--- Bezrobotni_powyzej_50_roku_zycia >  8333.50\n",
-      "|   |   |--- Wplywy_z_oplaty_skarbowej <= 10137316.50\n",
-      "|   |   |   |--- Zameldowania_ze_wsi_mezczyzni <= 587.50\n",
-      "|   |   |   |   |--- value: [197763095.20]\n",
-      "|   |   |   |--- Zameldowania_ze_wsi_mezczyzni >  587.50\n",
-      "|   |   |   |   |--- value: [30633327.11]\n",
-      "|   |   |--- Wplywy_z_oplaty_skarbowej >  10137316.50\n",
-      "|   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym_mobilnym <= 126004.00\n",
-      "|   |   |   |   |--- value: [900435479.34]\n",
-      "|   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym_mobilnym >  126004.00\n",
-      "|   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym <= 300560.00\n",
-      "|   |   |   |   |   |--- value: [1636234649.62]\n",
-      "|   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym >  300560.00\n",
-      "|   |   |   |   |   |--- value: [1676338809.84]\n",
-      "|--- Bezrobotni_do_25_roku_zycia >  3286.75\n",
-      "|   |--- value: [4888827044.14]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Ludnosc_kobiety_w_wieku_przedprodukcyjnym >  481.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [4041277.35]\n",
+      "|   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej >  9809.35\n",
+      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety <= 7.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_kobiety <= 10.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [46813.47]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_kobiety >  10.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [24882.08]\n",
+      "|   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_kobiety >  7.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [325058.08]\n",
+      "|   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia >  41.25\n",
+      "|   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych <= 117939.96\n",
+      "|   |   |   |   |   |   |   |--- Bezrobotne_kobiety <= 86.25\n",
+      "|   |   |   |   |   |   |   |   |--- value: [24414621.52]\n",
+      "|   |   |   |   |   |   |   |--- Bezrobotne_kobiety >  86.25\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej <= 12039.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku <= 214076.80\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia <= 0.05\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia >  0.05\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku >  214076.80\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_w_wieku_przedprodukcyjnym <= 949.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_w_wieku_przedprodukcyjnym >  949.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej >  12039.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_razem <= 3644725.12\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [5361057.90]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_razem >  3644725.12\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [18697761.43]\n",
+      "|   |   |   |   |   |   |--- Dochody_podatek_od_srodkow_transportowych >  117939.96\n",
+      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow <= 6327.20\n",
+      "|   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_ogolem <= 31.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [6925131.43]\n",
+      "|   |   |   |   |   |   |   |   |--- Wymeldowania_do_miast_ogolem >  31.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [5923600.26]\n",
+      "|   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow >  6327.20\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej <= 9480.40\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [16479146.65]\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej >  9480.40\n",
+      "|   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni <= 2635.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [19699871.32]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni >  2635.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_w_wieku_produkcyjnym_mobilnym <= 2553.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [22040295.43]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_w_wieku_produkcyjnym_mobilnym >  2553.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [21309790.37]\n",
+      "|   |   |   |   |--- Dochody_z_najmu_i_dzierzawy >  339230.50\n",
+      "|   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie <= 0.50\n",
+      "|   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne <= 660.50\n",
+      "|   |   |   |   |   |   |   |--- value: [2072547.09]\n",
+      "|   |   |   |   |   |   |--- Miejsca_noclegowe_caloroczne >  660.50\n",
+      "|   |   |   |   |   |   |   |--- value: [22537878.79]\n",
+      "|   |   |   |   |   |--- Wojewodztwo_Dolnoslaskie >  0.50\n",
+      "|   |   |   |   |   |   |--- value: [64551082.93]\n",
+      "|   |   |--- Wplywy_z_oplaty_skarbowej >  12330.00\n",
+      "|   |   |   |--- Wymeldowania_na_wies_ogolem <= 40.50\n",
+      "|   |   |   |   |--- Dochody_podatek_lesny <= 19.50\n",
+      "|   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem <= 2733850.38\n",
+      "|   |   |   |   |   |   |--- value: [70149861.07]\n",
+      "|   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem >  2733850.38\n",
+      "|   |   |   |   |   |   |--- value: [3008745.87]\n",
+      "|   |   |   |   |--- Dochody_podatek_lesny >  19.50\n",
+      "|   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci <= 20.00\n",
+      "|   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej <= 1082589.50\n",
+      "|   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie <= 0.50\n",
+      "|   |   |   |   |   |   |   |   |--- Turysci_zagraniczni <= 463.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia <= 0.21\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia <= 136.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 44\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia >  136.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7\n",
+      "|   |   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia >  0.21\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_na_1_km2 <= 225.60\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_na_1_km2 >  225.60\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15\n",
+      "|   |   |   |   |   |   |   |   |--- Turysci_zagraniczni >  463.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Odleglosc_od_centrum_decyzyjnego <= 37.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Obiekty_ogolem <= 2.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [3322716.84]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Obiekty_ogolem >  2.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4\n",
+      "|   |   |   |   |   |   |   |   |   |--- Odleglosc_od_centrum_decyzyjnego >  37.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_razem <= 28685472.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_razem >  28685472.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie >  0.50\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej <= 16267.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [29647883.87]\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_skarbowej >  16267.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem <= 4434.15\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_ogolem <= 36.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_ogolem >  36.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem >  4434.15\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [11839160.68]\n",
+      "|   |   |   |   |   |   |--- Wplywy_z_oplaty_targowej >  1082589.50\n",
+      "|   |   |   |   |   |   |   |--- value: [16775284.13]\n",
+      "|   |   |   |   |   |--- Saldo_migracji_na_1000_ludnosci >  20.00\n",
+      "|   |   |   |   |   |   |--- Gestosc_zaludnienia <= 0.12\n",
+      "|   |   |   |   |   |   |   |--- value: [68031871.39]\n",
+      "|   |   |   |   |   |   |--- Gestosc_zaludnienia >  0.12\n",
+      "|   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni <= 14.50\n",
+      "|   |   |   |   |   |   |   |   |--- value: [464820.26]\n",
+      "|   |   |   |   |   |   |   |--- Wymeldowania_na_wies_mezczyzni >  14.50\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_inwestycyjne <= 137616.73\n",
+      "|   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem <= 678.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [17985.39]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Miejsca_noclegowe_ogolem >  678.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [6263.24]\n",
+      "|   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_inwestycyjne >  137616.73\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [121229.11]\n",
+      "|   |   |   |--- Wymeldowania_na_wies_ogolem >  40.50\n",
+      "|   |   |   |   |--- Dochody_podatek_rolny <= 3770956.12\n",
+      "|   |   |   |   |   |--- Turysci_ogolem <= 13.50\n",
+      "|   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej <= 165.65\n",
+      "|   |   |   |   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym <= 5203.00\n",
+      "|   |   |   |   |   |   |   |   |--- Powierzchnia <= 65.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej <= 40867.03\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety <= 19.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [6666654.80]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wymeldowania_na_wies_kobiety >  19.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wplywy_z_oplaty_eksploatacyjnej >  40867.03\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety <= 43.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety >  43.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [11683460.24]\n",
+      "|   |   |   |   |   |   |   |   |--- Powierzchnia >  65.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_mezczyzni <= 29.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej <= 93.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej >  93.20\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [4982057.07]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wymeldowania_mezczyzni >  29.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_poprodukcyjnym <= 378.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_poprodukcyjnym >  378.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33\n",
+      "|   |   |   |   |   |   |   |--- Ludnosc_w_wieku_poprodukcyjnym >  5203.00\n",
+      "|   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia <= 3.92\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow <= 45949.58\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety <= 63.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [18388.43]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_ze_wsi_kobiety >  63.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_od_spadkow >  45949.58\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem <= 3913.81\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem >  3913.81\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 27\n",
+      "|   |   |   |   |   |   |   |   |--- Gestosc_zaludnienia >  3.92\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [2622969.18]\n",
+      "|   |   |   |   |   |   |--- Wynagrodzenie_w_relacji_do_sredniej >  165.65\n",
+      "|   |   |   |   |   |   |   |--- value: [8790189.40]\n",
+      "|   |   |   |   |   |--- Turysci_ogolem >  13.50\n",
+      "|   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_prywatnych <= 75710.72\n",
+      "|   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym <= 5607.50\n",
+      "|   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci <= -0.40\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny <= 1097191.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_mezczyzni <= 481.25\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_mezczyzni >  481.25\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [2808492.26]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_podatek_rolny >  1097191.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku <= 1013837.62\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Dochody_z_majatku >  1013837.62\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [1853128.66]\n",
+      "|   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci >  -0.40\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_ogolem <= 213.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia <= 120.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Bezrobotni_do_25_roku_zycia >  120.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zameldowania_ogolem >  213.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [3185548.45]\n",
+      "|   |   |   |   |   |   |   |--- Ludnosc_mezczyzni_w_wieku_produkcyjnym >  5607.50\n",
+      "|   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem <= 6892421.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [9530029.04]\n",
+      "|   |   |   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_razem >  6892421.00\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [14823401.88]\n",
+      "|   |   |   |   |   |   |--- Udzialy_w_podatkach_dochodowych_od_osob_prywatnych >  75710.72\n",
+      "|   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie <= 0.50\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_innych_lokalnych_oplat <= 574419.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci <= -6.70\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- value: [13463381.79]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Zmiana_liczby_ludnosci >  -6.70\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_innych_lokalnych_oplat <= 532411.44\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wplywy_z_innych_lokalnych_oplat >  532411.44\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [8471241.04]\n",
+      "|   |   |   |   |   |   |   |   |--- Wplywy_z_innych_lokalnych_oplat >  574419.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_inwestycyjne <= 5859619.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem <= 2693.92\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [4769144.63]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem >  2693.92\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 31\n",
+      "|   |   |   |   |   |   |   |   |   |--- Dochody_dofinansowanie_inwestycyjne >  5859619.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem <= 205.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [12127521.41]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Zameldowania_z_miast_ogolem >  205.00\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6\n",
+      "|   |   |   |   |   |   |   |--- Wojewodztwo_Opolskie >  0.50\n",
+      "|   |   |   |   |   |   |   |   |--- Odleglosc_Warszawa <= 240.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- value: [12432814.85]\n",
+      "|   |   |   |   |   |   |   |   |--- Odleglosc_Warszawa >  240.50\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem <= 3246.40\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Powierzchnia <= 190.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [3308256.35]\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Powierzchnia >  190.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [4817436.62]\n",
+      "|   |   |   |   |   |   |   |   |   |--- Wynagrodzenie_ogolem >  3246.40\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Turysci_ogolem <= 35482.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3\n",
+      "|   |   |   |   |   |   |   |   |   |   |--- Turysci_ogolem >  35482.50\n",
+      "|   |   |   |   |   |   |   |   |   |   |   |--- value: [2447933.22]\n",
+      "|   |   |   |   |--- Dochody_podatek_rolny >  3770956.12\n",
+      "|   |   |   |   |   |--- value: [9110050.20]\n",
       "\n"
      ]
     }
@@ -598,118 +680,120 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 421,
+   "execution_count": 86,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.64735 — Bezrobotni_do_25_roku_zycia\n",
-      "0.11190 — Bezrobotni_powyzej_50_roku_zycia\n",
-      "0.05522 — Wplywy_z_oplaty_skarbowej\n",
-      "0.03885 — Turysci_zagraniczni\n",
-      "0.02490 — Wplywy_z_oplaty_eksploatacyjnej\n",
-      "0.02465 — Dochody_podatek_od_spadkow\n",
-      "0.01644 — Wymeldowania_na_wies_kobiety\n",
-      "0.01037 — Ludnosc_mezczyzni_w_wieku_produkcyjnym_mobilnym\n",
-      "0.00561 — Zameldowania_z_miast_kobiety\n",
-      "0.00525 — Dochody_podatek_rolny\n",
-      "0.00436 — Ludnosc_w_wieku_poprodukcyjnym\n",
-      "0.00420 — Dochody_podatek_PCC\n",
-      "0.00361 — Bezrobotni_mezczyzni\n",
-      "0.00321 — Wojewodztwo_Dolnoslaskie\n",
-      "0.00306 — Dochody_dofinansowanie_razem\n",
-      "0.00266 — Wymeldowania_mezczyzni\n",
-      "0.00246 — Saldo_migracji_na_1000_ludnosci\n",
-      "0.00219 — Dochody_podatek_od_nieruchomosci\n",
-      "0.00198 — Udzialy_w_podatkach_dochodowych_od_osob_prywatnych\n",
-      "0.00182 — Wojewodztwo_Opolskie\n",
-      "0.00179 — Dochody_podatek_od_dzialalnosci_gospodarczej\n",
-      "0.00167 — Dlugotrwale_bezrobotni\n",
-      "0.00166 — Saldo_migracji\n",
-      "0.00155 — Zmiana_liczby_ludnosci\n",
-      "0.00147 — Dochody_podatek_lesny\n",
-      "0.00129 — Bezrobotne_kobiety\n",
-      "0.00127 — Obiekty_caloroczne\n",
-      "0.00127 — Wojewodztwo_Slaskie\n",
-      "0.00127 — Dochody_z_majatku\n",
-      "0.00123 — Dochody_z_uslug\n",
-      "0.00123 — Zameldowania_kobiety\n",
-      "0.00108 — Wymeldowania_na_wies_mezczyzni\n",
-      "0.00108 — Turysci_ogolem\n",
-      "0.00071 — Dochody_z_najmu_i_dzierzawy\n",
-      "0.00067 — Wymeldowania_kobiety\n",
-      "0.00066 — Zameldowania_ze_wsi_ogolem\n",
-      "0.00066 — Obiekty_ogolem\n",
-      "0.00061 — Wynagrodzenie_ogolem\n",
-      "0.00056 — Dochody_podatek_odrebne_ustawy\n",
-      "0.00053 — Zameldowania_ze_wsi_mezczyzni\n",
-      "0.00053 — Ludnosc_w_wieku_przedprodukcyjnym\n",
-      "0.00045 — Ludnosc_kobiety_w_wieku_poprodukcyjnym\n",
-      "0.00045 — Wplywy_z_oplaty_targowej\n",
-      "0.00044 — Powierzchnia\n",
-      "0.00043 — Ludnosc_w_wieku_produkcyjnym_mobilnym\n",
-      "0.00043 — Wojewodztwo_Pomorskie\n",
-      "0.00041 — Ludnosc_kobiety_w_wieku_produkcyjnym\n",
-      "0.00037 — Wymeldowania_ogolem\n",
-      "0.00034 — Wynagrodzenie_w_relacji_do_sredniej\n",
-      "0.00034 — Ludnosc_ogolem\n",
-      "0.00033 — Ludnosc_kobiety_w_wieku_produkcyjnym_mobilnym\n",
-      "0.00030 — Zameldowania_mezczyzni\n",
-      "0.00028 — Miejsca_noclegowe_caloroczne\n",
-      "0.00027 — Ludnosc_na_1_km2\n",
-      "0.00027 — Zameldowania_z_miast_ogolem\n",
-      "0.00025 — Dochody_dofinansowanie_inwestycyjne\n",
-      "0.00024 — Wymeldowania_do_miast_kobiety\n",
-      "0.00019 — Dochody_razem\n",
-      "0.00019 — Zameldowania_z_miast_mezczyzni\n",
-      "0.00015 — Miejsca_noclegowe_ogolem\n",
-      "0.00011 — Wymeldowania_do_miast_mezczyzni\n",
-      "0.00011 — Udzialy_w_podatkach_dochodowych_od_osob_fizycznych\n",
-      "0.00008 — Gestosc_zaludnienia\n",
-      "0.00008 — Wplywy_z_innych_lokalnych_oplat\n",
-      "0.00006 — Ludnosc_w_wieku_produkcyjnym\n",
-      "0.00006 — Dochody_podatek_od_srodkow_transportowych\n",
-      "0.00006 — Udzialy_w_podatkach_dochodowych_razem\n",
-      "0.00005 — Ludnosc_mezczyzni_w_wieku_produkcyjnym\n",
-      "0.00005 — Wskaznik_urbanizacji\n",
-      "0.00005 — Gmina_miejska\n",
-      "0.00003 — Wymeldowania_do_miast_ogolem\n",
-      "0.00003 — Zameldowania_ze_wsi_kobiety\n",
-      "0.00002 — Wymeldowania_na_wies_ogolem\n",
-      "0.00002 — Ludnosc_kobiety_w_wieku_produkcyjnym_niemobilnym\n",
-      "0.00002 — Bezrobotni_ogolem\n",
-      "0.00002 — Ludnosc_mezczyzni_w_wieku_poprodukcyjnym\n",
-      "0.00002 — Gmina_wiejska\n",
-      "0.00002 — Zameldowania_ogolem\n",
-      "0.00001 — Wojewodztwo_Lubelskie\n",
-      "0.00001 — Wojewodztwo_Lubuskie\n",
-      "0.00001 — Wojewodztwo_Warminsko_Mazurskie\n",
-      "0.00001 — Wojewodztwo_Podkarpackie\n",
-      "0.00001 — Ludnosc_kobiety_w_wieku_przedprodukcyjnym\n",
-      "0.00001 — Wojewodztwo_Wielkopolskie\n",
-      "0.00001 — Wojewodztwo_Swietokrzyskie\n",
-      "0.00001 — Gmina_miejsko_wiejska\n",
-      "0.00000 — Ludnosc\n",
-      "0.00000 — Wojewodztwo_Zachodniopomorskie\n",
-      "0.00000 — Ludnosc_mezczyzni\n",
-      "0.00000 — Ludnosc_mezczyzni_w_wieku_przedprodukcyjnym\n",
-      "0.00000 — Ludnosc_mezczyzni_w_wieku_produkcyjnym_niemobilnym\n",
-      "0.00000 — Wojewodztwo_Podlaskie\n",
-      "0.00000 — Ludnosc_w_wieku_produkcyjnym_niemobilnym\n",
-      "0.00000 — Ludnosc_kobiety\n",
-      "0.00000 — Wojewodztwo_Malopolskie\n",
-      "0.00000 — Wojewodztwo_Lodzkie\n",
-      "0.00000 — Wojewodztwo_Mazowieckie\n",
-      "0.00000 — Wojewodztwo_Kujawsko_Pomorskie\n"
+      "0.3143 — Wplywy_z_oplaty_eksploatacyjnej\n",
+      "0.2451 — Wplywy_z_oplaty_skarbowej\n",
+      "0.0879 — Gestosc_zaludnienia\n",
+      "0.0826 — Dochody_podatek_lesny\n",
+      "0.0430 — Dochody_z_najmu_i_dzierzawy\n",
+      "0.0413 — Udzialy_w_podatkach_dochodowych_razem\n",
+      "0.0330 — Wojewodztwo_Dolnoslaskie\n",
+      "0.0209 — Ludnosc_na_1_km2\n",
+      "0.0137 — Saldo_migracji_na_1000_ludnosci\n",
+      "0.0126 — Bezrobotni_do_25_roku_zycia\n",
+      "0.0106 — Dochody_podatek_od_srodkow_transportowych\n",
+      "0.0085 — Bezrobotne_kobiety\n",
+      "0.0081 — Wymeldowania_na_wies_ogolem\n",
+      "0.0052 — Odleglosc_od_centrum_decyzyjnego\n",
+      "0.0046 — Dochody_podatek_od_spadkow\n",
+      "0.0044 — Wplywy_z_oplaty_targowej\n",
+      "0.0043 — Wojewodztwo_Opolskie\n",
+      "0.0042 — Ludnosc_kobiety_w_wieku_przedprodukcyjnym\n",
+      "0.0040 — Dochody_podatek_od_dzialalnosci_gospodarczej\n",
+      "0.0039 — Ludnosc_mezczyzni_w_wieku_produkcyjnym\n",
+      "0.0038 — Miejsca_noclegowe_caloroczne\n",
+      "0.0037 — Odleglosc_Warszawa\n",
+      "0.0035 — Dochody_razem\n",
+      "0.0030 — Zmiana_liczby_ludnosci\n",
+      "0.0028 — Wynagrodzenie_ogolem\n",
+      "0.0026 — Dochody_podatek_rolny\n",
+      "0.0025 — Turysci_zagraniczni\n",
+      "0.0022 — Zameldowania_z_miast_ogolem\n",
+      "0.0020 — Wplywy_z_innych_lokalnych_oplat\n",
+      "0.0018 — Wynagrodzenie_w_relacji_do_sredniej\n",
+      "0.0015 — Udzialy_w_podatkach_dochodowych_od_osob_prywatnych\n",
+      "0.0015 — Turysci_ogolem\n",
+      "0.0014 — Powierzchnia\n",
+      "0.0013 — Obiekty_ogolem\n",
+      "0.0012 — Zameldowania_ze_wsi_kobiety\n",
+      "0.0012 — Zameldowania_mezczyzni\n",
+      "0.0010 — Dochody_z_majatku\n",
+      "0.0007 — Wymeldowania_na_wies_kobiety\n",
+      "0.0007 — Dlugotrwale_bezrobotni\n",
+      "0.0007 — Bezrobotni_ogolem\n",
+      "0.0006 — Ludnosc_w_wieku_poprodukcyjnym\n",
+      "0.0006 — Dochody_z_uslug\n",
+      "0.0005 — Wymeldowania_kobiety\n",
+      "0.0005 — Saldo_migracji\n",
+      "0.0005 — Wymeldowania_na_wies_mezczyzni\n",
+      "0.0004 — Obiekty_caloroczne\n",
+      "0.0004 — Wymeldowania_do_miast_kobiety\n",
+      "0.0004 — Wymeldowania_mezczyzni\n",
+      "0.0004 — Dochody_dofinansowanie_inwestycyjne\n",
+      "0.0004 — Ludnosc_kobiety_w_wieku_produkcyjnym\n",
+      "0.0003 — Zameldowania_z_miast_mezczyzni\n",
+      "0.0003 — Ludnosc_mezczyzni_w_wieku_poprodukcyjnym\n",
+      "0.0003 — Zameldowania_ogolem\n",
+      "0.0003 — Dochody_podatek_od_nieruchomosci\n",
+      "0.0003 — Zameldowania_z_miast_kobiety\n",
+      "0.0003 — Ludnosc_w_wieku_produkcyjnym_mobilnym\n",
+      "0.0002 — Dochody_podatek_odrebne_ustawy\n",
+      "0.0002 — Dochody_podatek_PCC\n",
+      "0.0001 — Ludnosc_w_wieku_produkcyjnym_niemobilnym\n",
+      "0.0001 — Zameldowania_ze_wsi_ogolem\n",
+      "0.0001 — Wymeldowania_ogolem\n",
+      "0.0001 — Wymeldowania_do_miast_mezczyzni\n",
+      "0.0001 — Wojewodztwo_Lubuskie\n",
+      "0.0001 — Wojewodztwo_Slaskie\n",
+      "0.0001 — Bezrobotni_powyzej_50_roku_zycia\n",
+      "0.0001 — Ludnosc_mezczyzni\n",
+      "0.0001 — Ludnosc_kobiety_w_wieku_poprodukcyjnym\n",
+      "0.0001 — Ludnosc_kobiety_w_wieku_produkcyjnym_mobilnym\n",
+      "0.0001 — Dochody_dofinansowanie_razem\n",
+      "0.0001 — Zameldowania_kobiety\n",
+      "0.0001 — Ludnosc_mezczyzni_w_wieku_produkcyjnym_mobilnym\n",
+      "0.0001 — Bezrobotni_mezczyzni\n",
+      "0.0001 — Ludnosc_w_wieku_przedprodukcyjnym\n",
+      "0.0001 — Gmina_miejsko_wiejska\n",
+      "0.0001 — Ludnosc_mezczyzni_w_wieku_produkcyjnym_niemobilnym\n",
+      "0.0001 — Wymeldowania_do_miast_ogolem\n",
+      "0.0000 — Wskaznik_urbanizacji\n",
+      "0.0000 — Udzialy_w_podatkach_dochodowych_od_osob_fizycznych\n",
+      "0.0000 — Zameldowania_ze_wsi_mezczyzni\n",
+      "0.0000 — Wojewodztwo_Lubelskie\n",
+      "0.0000 — Ludnosc_kobiety_w_wieku_produkcyjnym_niemobilnym\n",
+      "0.0000 — Wojewodztwo_Pomorskie\n",
+      "0.0000 — Ludnosc_ogolem\n",
+      "0.0000 — Miejsca_noclegowe_ogolem\n",
+      "0.0000 — Wojewodztwo_Swietokrzyskie\n",
+      "0.0000 — Wojewodztwo_Malopolskie\n",
+      "0.0000 — Ludnosc\n",
+      "0.0000 — Wojewodztwo_Podkarpackie\n",
+      "0.0000 — Ludnosc_kobiety\n",
+      "0.0000 — Wojewodztwo_Lodzkie\n",
+      "0.0000 — Wojewodztwo_Podlaskie\n",
+      "0.0000 — Ludnosc_mezczyzni_w_wieku_przedprodukcyjnym\n",
+      "0.0000 — Ludnosc_w_wieku_produkcyjnym\n",
+      "0.0000 — Wojewodztwo_Warminsko_Mazurskie\n",
+      "0.0000 — Wojewodztwo_Mazowieckie\n",
+      "0.0000 — Gmina_wiejska\n",
+      "0.0000 — Gmina_miejska\n",
+      "0.0000 — Wojewodztwo_Zachodniopomorskie\n",
+      "0.0000 — Wojewodztwo_Kujawsko_Pomorskie\n",
+      "0.0000 — Wojewodztwo_Wielkopolskie\n"
      ]
     }
    ],
    "source": [
     "feature_importance = dict(zip(feature_names, model.feature_importances_))\n",
     "for feature, importance in sorted(feature_importance.items(), key=lambda x: x[1], reverse=True):\n",
-    "    print(f'{importance:.5f} \\u2014 {feature}')"
+    "    print(f'{importance:.4f} \\u2014 {feature}')"
    ]
   }
  ],