From 7011bb8892776d1b2b71b010138465fe46d59765 Mon Sep 17 00:00:00 2001
From: "sadurska@trui.pl" <sadurska@trui.pl>
Date: Thu, 14 Oct 2021 16:40:44 +0200
Subject: [PATCH] Add preprocessing script and its results

---
 preprocessed_data/club-Lech-preprocessed.csv  | 91 +++++++++++++++++++
 .../club-Lechia-preprocessed.csv              | 91 +++++++++++++++++++
 preprocessed_data/club-Legia-preprocessed.csv | 91 +++++++++++++++++++
 preprocessed_data/club-Piast-preprocessed.csv | 91 +++++++++++++++++++
 preprocessed_data/club-Pogon-preprocessed.csv | 91 +++++++++++++++++++
 preprocessed_data/preprocessing.py            | 48 ++++++++++
 6 files changed, 503 insertions(+)
 create mode 100644 preprocessed_data/club-Lech-preprocessed.csv
 create mode 100644 preprocessed_data/club-Lechia-preprocessed.csv
 create mode 100644 preprocessed_data/club-Legia-preprocessed.csv
 create mode 100644 preprocessed_data/club-Piast-preprocessed.csv
 create mode 100644 preprocessed_data/club-Pogon-preprocessed.csv
 create mode 100644 preprocessed_data/preprocessing.py

diff --git a/preprocessed_data/club-Lech-preprocessed.csv b/preprocessed_data/club-Lech-preprocessed.csv
new file mode 100644
index 0000000..cfd590f
--- /dev/null
+++ b/preprocessed_data/club-Lech-preprocessed.csv
@@ -0,0 +1,91 @@
+Column1,Data,Dzień tygodnia,Godzina,Gospodarz,Gość,Wynik,Miejscowość,Temperatura,Wilgotność,Prędkość wiatru,Opad,Mgła,Burza,Grają u siebie,Frekwencja,Wygrana,Sezon,Zdobyte bramki,Stracone bramki
+0,22.04.2017,sobota,18:00,LPO,RCH,3:0,Poznań,7.0,67.0,6.0,69.8,0.0,0.0,1,20114,1,1,3,0
+1,15.04.2017,sobota,20:30,WPŁ,LPO,0:3,Płock,8.0,87.0,6.0,5.8,0.0,0.0,0,9750,1,1,0,3
+2,09.04.2017,niedziela,18:00,LPO,LEG,1:2,Poznań,15.0,51.0,3.0,0.0,41.9,0.0,1,41026,0,1,1,2
+3,31.03.2017,piątek,20:30,WIS,LPO,0:0,Kraków,13.0,67.0,1.0,0.0,2.3,0.0,0,30218,2,1,0,0
+4,19.03.2017,niedziela,15:30,LPO,GKŁ,0:0,Poznań,6.0,56.0,4.0,60.0,10.8,0.0,1,40324,2,1,0,0
+5,10.03.2017,piątek,20:30,ARK,LPO,1:4,Gdynia,4.0,81.0,5.0,0.0,0.0,0.0,0,11514,1,1,1,4
+6,05.03.2017,niedziela,18:00,LPO,LGD,1:0,Poznań,9.0,68.0,2.0,13.1,39.3,0.0,1,31281,1,1,1,0
+7,24.02.2017,piątek,20:30,POG,LPO,0:3,Szczecin,1.0,69.0,4.0,24.5,11.3,0.0,0,8678,1,1,0,3
+8,18.02.2017,sobota,20:30,PIA,LPO,0:3,Gliwice,1.0,100.0,2.0,23.4,70.2,0.0,0,3875,1,1,0,3
+9,10.02.2017,piątek,20:30,LPO,BBT,3:0,Poznań,-3.0,54.0,6.0,0.0,20.0,0.0,1,10453,1,1,3,0
+10,17.12.2016,sobota,20:30,CRA,LPO,1:1,Kraków,-2.0,86.0,3.0,10.6,89.4,0.0,0,8117,2,1,1,1
+11,11.12.2016,niedziela,15:30,LPO,KOR,1:0,Poznań,5.0,93.0,7.0,82.7,22.7,0.0,1,12025,1,1,1,0
+12,04.12.2016,niedziela,18:00,JAG,LPO,2:1,Białystok,-4.0,88.0,2.0,0.0,0.0,0.0,0,10000,0,1,2,1
+13,25.11.2016,piątek,20:30,ZAG,LPO,0:3,Lubin,1.0,93.0,1.0,0.0,78.2,0.0,0,8819,1,1,0,3
+14,20.11.2016,niedziela,18:00,LPO,ŚLĄ,3:0,Poznań,7.0,90.0,4.0,0.0,13.2,0.0,1,15943,1,1,3,0
+15,04.11.2016,piątek,20:30,RCH,LPO,0:5,Chorzów,4.0,75.0,4.0,0.0,0.0,0.0,0,7296,1,1,0,5
+16,29.10.2016,sobota,20:30,LPO,WPŁ,2:0,Poznań,6.0,87.0,5.0,18.6,0.0,0.0,1,9591,1,1,2,0
+17,22.10.2016,sobota,20:30,LEG,LPO,2:1,Warszawa,7.0,93.0,1.0,41.7,67.9,0.0,0,28842,0,1,2,1
+18,16.10.2016,niedziela,18:00,LPO,WIS,1:1,Poznań,6.0,89.0,5.0,48.3,25.0,0.0,1,20158,2,1,1,1
+19,30.09.2016,piątek,20:30,GKŁ,LPO,1:2,Lublin,16.0,78.0,0.0,0.0,23.9,0.0,0,7078,1,1,1,2
+20,25.09.2016,niedziela,18:00,LPO,ARK,0:0,Poznań,18.0,43.0,3.0,0.0,2.1,0.0,1,39539,2,1,0,0
+21,18.09.2016,niedziela,15:30,LGD,LPO,2:1,Gdańsk,15.0,51.0,7.0,0.0,0.0,0.0,0,26054,0,1,2,1
+22,11.09.2016,niedziela,15:30,LPO,POG,3:1,Poznań,29.0,37.0,4.0,0.0,4.7,0.0,1,17247,1,1,3,1
+23,28.08.2016,niedziela,15:30,LPO,PIA,2:0,Poznań,30.0,40.0,4.0,0.0,0.0,0.0,1,11254,1,1,2,0
+24,19.08.2016,piątek,20:30,BBT,LPO,0:0,Nieciecza,,,,0.0,0.0,0.0,0,4595,2,1,0,0
+25,12.08.2016,piątek,20:30,LPO,CRA,2:1,Poznań,18.0,68.0,2.0,17.3,15.4,0.0,1,10724,1,1,2,1
+26,06.08.2016,sobota,20:30,KOR,LPO,4:1,Kielce,16.0,96.0,1.0,37.0,45.7,0.0,0,5989,0,1,4,1
+27,29.07.2016,piątek,20:30,LPO,JAG,0:2,Poznań,23.0,65.0,1.0,43.1,3.9,29.4,1,10396,0,1,0,2
+28,24.07.2016,niedziela,18:00,LPO,ZAG,0:2,Poznań,24.0,65.0,2.0,18.9,11.3,0.0,1,16354,0,1,0,2
+29,15.07.2016,piątek,20:30,ŚLĄ,LPO,0:0,Wrocław,14.0,94.0,7.0,54.4,0.0,0.0,0,12402,2,1,0,0
+0,07.04.2018,sobota,18:00,LPO,GÓR,3:1,Poznań,18.0,26.0,6.0,0.0,0.0,0.0,1,36941,1,2,3,1
+1,02.04.2018,poniedziałek,18:00,WIS,LPO,1:3,Kraków,10.0,35.0,6.0,14.3,17.9,0.0,0,20053,1,2,1,3
+2,16.03.2018,piątek,20:30,LPO,LGD,3:0,Poznań,-3.0,54.0,6.0,0.0,0.0,0.0,1,14104,1,2,3,0
+3,11.03.2018,niedziela,15:30,LPO,JAG,5:1,Poznań,16.0,52.0,6.0,0.0,29.8,0.0,1,28587,1,2,5,1
+4,04.03.2018,niedziela,18:00,LEG,LPO,2:1,Warszawa,-2.0,60.0,1.0,0.0,42.3,0.0,0,22899,0,2,2,1
+5,28.02.2018,środa,20:30,LPO,ŚLĄ,2:1,Poznań,-9.0,62.0,3.0,0.0,0.0,0.0,1,4376,1,2,2,1
+6,25.02.2018,niedziela,18:00,KOR,LPO,1:0,Kielce,-11.0,71.0,1.0,0.0,0.0,0.0,0,6853,0,2,1,0
+7,18.02.2018,niedziela,18:00,LPO,POG,2:0,Poznań,2.0,74.0,2.0,0.0,64.9,0.0,1,14348,1,2,2,0
+8,11.02.2018,niedziela,18:00,ARK,LPO,0:0,Gdynia,-2.0,80.0,3.0,0.0,100.0,0.0,0,12568,2,2,0,0
+9,17.12.2017,niedziela,15:30,LPO,BBT,3:1,Poznań,1.0,93.0,1.0,11.8,58.8,0.0,1,8102,1,2,3,1
+10,13.12.2017,środa,18:00,ZAG,LPO,0:0,Lubin,1.0,74.0,4.0,8.2,0.0,0.0,0,7629,2,2,0,0
+11,10.12.2017,niedziela,18:00,LPO,CRA,1:0,Poznań,0.0,70.0,6.0,17.7,0.0,0.0,1,20692,1,2,1,0
+12,03.12.2017,niedziela,15:30,PIA,LPO,0:0,Gliwice,-1.0,100.0,2.0,0.0,94.6,0.0,0,4560,2,2,0,0
+13,26.11.2017,niedziela,15:30,LPO,WPŁ,2:1,Poznań,4.0,81.0,4.0,0.0,0.0,0.0,1,13587,1,2,2,1
+14,18.11.2017,sobota,18:00,SAN,LPO,0:0,Nowy Sącz,4.0,75.0,2.0,0.0,0.0,0.0,0,2544,2,2,0,0
+15,04.11.2017,sobota,20:30,GÓR,LPO,3:1,Zabrze,8.0,66.0,4.0,0.0,0.0,0.0,0,24563,0,2,3,1
+16,27.10.2017,piątek,20:30,LPO,WIS,1:1,Poznań,8.0,87.0,4.0,68.4,0.0,0.0,1,26361,2,2,1,1
+17,21.10.2017,sobota,20:30,LGD,LPO,3:3,Gdańsk,11.0,100.0,3.0,27.7,100.0,0.0,0,13493,2,2,3,3
+18,13.10.2017,piątek,20:30,JAG,LPO,1:1,Białystok,8.0,93.0,8.0,0.0,0.0,0.0,0,12156,2,2,1,1
+19,01.10.2017,niedziela,18:00,LPO,LEG,3:0,Poznań,17.0,49.0,2.0,0.0,0.0,0.0,1,36829,1,2,3,0
+20,22.09.2017,piątek,20:30,ŚLĄ,LPO,2:0,Wrocław,9.0,93.0,1.0,15.0,30.0,0.0,0,22075,0,2,2,0
+21,15.09.2017,piątek,20:30,LPO,KOR,1:0,Poznań,12.0,76.0,2.0,12.7,29.1,0.0,1,20581,1,2,1,0
+22,10.09.2017,niedziela,18:00,POG,LPO,0:0,Szczecin,18.0,66.0,3.0,0.0,0.0,0.0,0,10695,2,2,0,0
+23,27.08.2017,niedziela,15:30,LPO,ARK,3:0,Poznań,24.0,54.0,8.0,0.0,20.4,0.0,1,20574,1,2,3,0
+24,20.08.2017,niedziela,18:00,BBT,LPO,1:3,Nieciecza,,,,0.0,0.0,0.0,0,4381,1,2,1,3
+25,12.08.2017,sobota,18:00,LPO,ZAG,1:1,Poznań,17.0,68.0,7.0,4.3,0.0,0.0,1,15121,2,2,1,1
+26,06.08.2017,niedziela,18:00,CRA,LPO,0:2,Kraków,18.0,90.0,3.0,50.9,0.0,0.0,0,9114,1,2,0,2
+27,30.07.2017,niedziela,18:00,LPO,PIA,5:1,Poznań,32.0,34.0,4.0,8.2,0.0,12.2,1,13783,1,2,5,1
+28,23.07.2017,niedziela,15:30,WPŁ,LPO,1:0,Płock,26.0,58.0,7.0,9.1,0.0,0.0,0,6511,0,2,1,0
+29,16.07.2017,niedziela,18:00,LPO,SAN,0:0,Poznań,22.0,49.0,4.0,38.2,10.9,0.0,1,18667,2,2,0,0
+0,13.04.2019,sobota,18:00,LPO,JAG,0:2,Poznań,6.0,59.0,4.0,57.1,0.0,0.0,1,10824,0,3,0,2
+1,06.04.2019,sobota,20:30,LGD,LPO,1:0,Gdańsk,9.0,53.0,3.0,0.0,0.0,0.0,0,19016,0,3,1,0
+2,03.04.2019,środa,18:00,LPO,POG,3:2,Poznań,17.0,31.0,8.0,0.0,0.0,0.0,1,7112,1,3,3,2
+3,30.03.2019,sobota,20:30,KOR,LPO,0:0,Kielce,5.0,91.0,2.0,0.0,60.9,0.0,0,8166,2,3,0,0
+4,15.03.2019,piątek,20:30,LPO,GÓR,0:3,Poznań,7.0,93.0,8.0,41.8,0.0,0.0,1,9881,0,3,0,3
+5,10.03.2019,niedziela,18:00,MLE,LPO,3:2,,1.0,97.0,4.0,72.7,0.0,0.0,0,LPO,0,3,3,2
+6,03.03.2019,niedziela,18:00,LPO,ARK,1:0,Poznań,8.0,91.0,5.0,81.7,5.6,0.0,1,18587,1,3,1,0
+7,23.02.2019,sobota,18:00,LPO,LEG,2:0,Poznań,0.0,48.0,1.0,0.0,4.3,0.0,1,24164,1,3,2,0
+8,15.02.2019,piątek,20:30,PIA,LPO,4:0,Gliwice,2.0,86.0,1.0,0.0,82.9,0.0,0,4608,0,3,4,0
+9,08.02.2019,piątek,20:30,LPO,ZAG,1:2,Poznań,2.0,80.0,4.0,0.0,0.0,0.0,1,12719,0,3,1,2
+10,21.12.2018,piątek,20:30,WIS,LPO,0:1,Kraków,2.0,87.0,1.0,36.4,16.4,0.0,0,22491,1,3,0,1
+11,16.12.2018,niedziela,18:00,ZSO,LPO,0:6,,-1.0,71.0,4.0,0.0,25.9,0.0,0,LPO,1,3,0,6
+12,07.12.2018,piątek,20:30,LPO,ŚLĄ,2:0,Poznań,10.0,100.0,5.0,87.3,30.4,0.0,1,12545,1,3,2,0
+13,02.12.2018,niedziela,18:00,CRA,LPO,1:0,Kraków,1.0,86.0,1.0,46.3,51.2,0.0,0,4261,0,3,1,0
+14,24.11.2018,sobota,18:00,LPO,WPŁ,2:1,Poznań,4.0,90.0,1.0,13.3,93.3,0.0,1,8442,1,3,2,1
+15,11.11.2018,niedziela,18:00,JAG,LPO,2:2,Białystok,4.0,98.0,6.0,40.2,100.0,0.0,0,12988,2,3,2,2
+16,04.11.2018,niedziela,18:00,LPO,LGD,0:1,Poznań,11.0,94.0,4.0,20.3,82.6,0.0,1,8059,0,3,0,1
+17,27.10.2018,sobota,20:30,POG,LPO,3:0,Szczecin,5.0,93.0,4.0,33.9,0.0,0.0,0,8680,0,3,3,0
+18,20.10.2018,sobota,20:30,LPO,KOR,2:1,Poznań,10.0,66.0,3.0,25.9,20.4,0.0,1,9487,1,3,2,1
+19,05.10.2018,piątek,20:30,GÓR,LPO,2:2,Zabrze,11.0,71.0,3.0,0.0,0.0,0.0,0,11764,2,3,2,2
+20,30.09.2018,niedziela,18:00,LPO,MLE,2:1,Poznań,15.0,37.0,3.0,0.0,11.1,0.0,1,LPO,1,3,2,1
+21,21.09.2018,piątek,20:30,ARK,LPO,1:0,Gdynia,24.0,39.0,6.0,100.0,40.0,0.0,0,9501,0,3,1,0
+22,16.09.2018,niedziela,18:00,LEG,LPO,1:0,Warszawa,,,,0.0,100.0,0.0,0,22731,0,3,1,0
+23,01.09.2018,sobota,20:30,LPO,PIA,1:1,Poznań,15.0,88.0,2.0,0.0,0.0,0.0,1,8139,2,3,1,1
+24,26.08.2018,niedziela,18:00,ZAG,LPO,2:1,Lubin,19.0,42.0,2.0,9.3,31.5,0.0,0,9107,0,3,2,1
+25,19.08.2018,niedziela,18:00,LPO,WIS,2:5,Poznań,29.0,27.0,3.0,0.0,0.0,0.0,1,13141,0,3,2,5
+26,12.08.2018,niedziela,18:00,LPO,ZSO,4:0,Poznań,25.0,28.0,3.0,0.0,0.0,0.0,1,LPO,1,3,4,0
+27,05.08.2018,niedziela,15:30,ŚLĄ,LPO,0:1,Wrocław,27.0,42.0,6.0,8.5,0.0,0.0,0,17926,1,3,0,1
+28,29.07.2018,niedziela,18:00,LPO,CRA,2:0,Poznań,28.0,45.0,5.0,4.4,28.9,4.4,1,0*,1,3,2,0
+29,22.07.2018,niedziela,18:00,WPŁ,LPO,1:2,Płock,28.0,35.0,4.0,0.0,0.0,0.0,0,8114,1,3,1,2
diff --git a/preprocessed_data/club-Lechia-preprocessed.csv b/preprocessed_data/club-Lechia-preprocessed.csv
new file mode 100644
index 0000000..d2fe8a2
--- /dev/null
+++ b/preprocessed_data/club-Lechia-preprocessed.csv
@@ -0,0 +1,91 @@
+Column1,Data,Dzień tygodnia,Godzina,Gospodarz,Gość,Wynik,Miejscowość,Temperatura,Wilgotność,Prędkość wiatru,Opad,Mgła,Burza,Grają u siebie,Frekwencja,Wygrana,Sezon,Zdobyte bramki,Stracone bramki
+0,22.04.2017,sobota,18:00,POG,LGD,3:1,Szczecin,9.0,53.0,5.0,51.1,0.0,0.0,0,6961,0,1,3,1
+1,17.04.2017,poniedziałek,18:00,LGD,ARK,2:1,Gdańsk,2.0,69.0,6.0,0.0,0.0,0.0,1,28146,1,1,2,1
+2,09.04.2017,niedziela,15:30,PIA,LGD,1:1,Gliwice,13.0,51.0,2.0,0.0,21.8,0.0,0,5974,2,1,1,1
+3,02.04.2017,niedziela,18:00,LGD,ZAG,1:0,Gdańsk,12.0,72.0,7.0,10.5,47.4,21.1,1,16263,1,1,1,0
+4,19.03.2017,niedziela,18:00,LGD,LEG,1:2,Gdańsk,1.0,86.0,3.0,0.0,0.0,0.0,1,37220,0,1,1,2
+5,11.03.2017,sobota,18:00,RCH,LGD,2:1,Chorzów,4.0,60.0,5.0,0.0,10.8,0.0,0,7002,0,1,2,1
+6,05.03.2017,niedziela,18:00,LPO,LGD,1:0,Poznań,9.0,68.0,2.0,13.1,39.3,0.0,0,31281,0,1,1,0
+7,25.02.2017,sobota,18:00,LGD,CRA,4:2,Gdańsk,1.0,60.0,3.0,0.0,0.0,0.0,1,13018,1,1,4,2
+8,17.02.2017,piątek,20:30,BBT,LGD,1:1,Nieciecza,,,,0.0,0.0,0.0,0,3012,2,1,1,1
+9,12.02.2017,niedziela,18:00,LGD,JAG,3:0,Gdańsk,-7.0,86.0,5.0,0.0,0.0,0.0,1,15573,1,1,3,0
+10,17.12.2016,sobota,15:30,KOR,LGD,2:0,Kielce,0.0,76.0,1.0,0.0,95.7,0.0,0,4354,0,1,2,0
+11,09.12.2016,piątek,20:30,LGD,ŚLĄ,3:0,Gdańsk,7.0,87.0,9.0,0.0,0.0,0.0,1,13574,1,1,3,0
+12,03.12.2016,sobota,20:30,WIS,LGD,3:0,Kraków,-1.0,80.0,5.0,13.7,27.5,0.0,0,9607,0,1,3,0
+13,28.11.2016,poniedziałek,18:00,LGD,GKŁ,3:0,Gdańsk,-2.0,80.0,5.0,0.0,0.0,0.0,1,11075,1,1,3,0
+14,19.11.2016,sobota,20:30,LGD,WPŁ,2:1,Gdańsk,6.0,93.0,1.0,0.0,0.0,0.0,1,12921,1,1,2,1
+15,05.11.2016,sobota,20:30,LGD,POG,1:1,Gdańsk,3.0,100.0,6.0,50.6,100.0,0.0,1,14461,2,1,1,1
+16,30.10.2016,niedziela,18:00,ARK,LGD,1:1,Gdynia,5.0,93.0,4.0,0.0,0.0,0.0,0,14029,2,1,1,1
+17,23.10.2016,niedziela,15:30,LGD,PIA,3:2,Gdańsk,7.0,100.0,3.0,0.0,0.0,0.0,1,17206,1,1,3,2
+18,15.10.2016,sobota,20:30,ZAG,LGD,1:2,Lubin,11.0,82.0,1.0,25.0,5.8,0.0,0,8317,1,1,1,2
+19,01.10.2016,sobota,20:30,LEG,LGD,3:0,Warszawa,16.0,77.0,4.0,25.0,17.9,0.0,0,18941,0,1,3,0
+20,24.09.2016,sobota,18:00,LGD,RCH,2:1,Gdańsk,13.0,72.0,3.0,6.1,81.8,0.0,1,15433,1,1,2,1
+21,18.09.2016,niedziela,15:30,LGD,LPO,2:1,Gdańsk,15.0,51.0,7.0,0.0,0.0,0.0,1,26054,1,1,2,1
+22,09.09.2016,piątek,18:00,CRA,LGD,0:1,Kraków,27.0,51.0,0.0,0.0,29.6,0.0,0,8413,1,1,0,1
+23,28.08.2016,niedziela,18:00,LGD,BBT,1:2,Gdańsk,28.0,45.0,2.0,0.0,0.0,0.0,1,17140,0,1,1,2
+24,21.08.2016,niedziela,18:00,JAG,LGD,0:1,Białystok,26.0,51.0,3.0,0.0,0.0,0.0,0,17100,1,1,0,1
+25,12.08.2016,piątek,18:00,LGD,KOR,3:2,Gdańsk,17.0,63.0,3.0,100.0,0.0,0.0,1,15386,1,1,3,2
+26,06.08.2016,sobota,18:00,ŚLĄ,LGD,0:0,Wrocław,23.0,51.0,4.0,12.8,0.0,0.0,0,13166,2,1,0,0
+27,30.07.2016,sobota,18:00,LGD,WIS,3:1,Gdańsk,21.0,73.0,4.0,0.0,0.0,0.0,1,15740,1,1,3,1
+28,25.07.2016,poniedziałek,18:00,GKŁ,LGD,1:2,Lublin,28.0,38.0,1.0,0.0,0.0,0.0,0,3573,1,1,1,2
+29,15.07.2016,piątek,18:00,WPŁ,LGD,2:1,Płock,18.0,68.0,5.0,0.0,2.1,0.0,0,8521,0,1,2,1
+0,07.04.2018,sobota,18:00,LGD,ARK,4:2,Gdańsk,14.0,31.0,5.0,0.0,0.0,0.0,1,22871,1,2,4,2
+1,31.03.2018,sobota,18:00,KOR,LGD,1:0,Kielce,13.0,73.0,4.0,63.0,15.2,0.0,0,7788,0,2,1,0
+2,16.03.2018,piątek,20:30,LPO,LGD,3:0,Poznań,-3.0,54.0,6.0,0.0,0.0,0.0,0,14104,0,2,3,0
+3,11.03.2018,niedziela,18:00,LGD,LEG,1:3,Gdańsk,5.0,100.0,4.0,17.0,89.4,0.0,1,12021,0,2,1,3
+4,02.03.2018,piątek,20:30,ZAG,LGD,0:0,Lubin,-8.0,53.0,3.0,0.0,36.5,0.0,0,1821,2,2,0,0
+5,27.02.2018,wtorek,18:00,LGD,BBT,2:2,Gdańsk,-11.0,56.0,6.0,0.0,0.0,0.0,1,2235,2,2,2,2
+6,23.02.2018,piątek,20:30,JAG,LGD,4:1,Białystok,-8.0,81.0,3.0,0.0,0.0,0.0,0,5942,0,2,4,1
+7,18.02.2018,niedziela,15:30,LGD,PIA,0:2,Gdańsk,1.0,80.0,2.0,0.0,28.6,0.0,1,7139,0,2,0,2
+8,10.02.2018,sobota,20:30,LGD,WIS,1:1,Gdańsk,-5.0,93.0,1.0,0.0,0.0,0.0,1,7915,2,2,1,1
+9,16.12.2017,sobota,18:00,SAN,LGD,2:2,Nowy Sącz,2.0,64.0,2.0,0.0,0.0,0.0,0,843,2,2,2,2
+10,13.12.2017,środa,18:00,LGD,POG,1:3,Gdańsk,0.0,86.0,7.0,0.0,0.0,0.0,1,9548,0,2,1,3
+11,08.12.2017,piątek,20:30,GÓR,LGD,1:1,Zabrze,3.0,87.0,4.0,5.6,47.2,0.0,0,20163,2,2,1,1
+12,01.12.2017,piątek,20:30,LGD,ŚLĄ,3:1,Gdańsk,2.0,93.0,4.0,0.0,0.0,0.0,1,8313,1,2,3,1
+13,24.11.2017,piątek,18:00,CRA,LGD,2:1,Kraków,6.0,93.0,0.0,0.0,88.4,0.0,0,5611,0,2,2,1
+14,18.11.2017,sobota,20:30,LGD,WPŁ,3:0,Gdańsk,2.0,93.0,6.0,0.0,0.0,0.0,1,7670,1,2,3,0
+15,03.11.2017,piątek,20:30,ARK,LGD,0:1,Gdynia,8.0,93.0,3.0,0.0,0.0,0.0,0,14113,1,2,0,1
+16,30.10.2017,poniedziałek,18:00,LGD,KOR,0:5,Gdańsk,3.0,60.0,8.0,0.0,0.0,0.0,1,7066,0,2,0,5
+17,21.10.2017,sobota,20:30,LGD,LPO,3:3,Gdańsk,11.0,100.0,3.0,27.7,100.0,0.0,1,13493,2,2,3,3
+18,15.10.2017,niedziela,18:00,LEG,LGD,1:0,Warszawa,16.0,85.0,3.0,22.5,54.9,0.0,0,18574,0,2,1,0
+19,30.09.2017,sobota,15:30,LGD,ZAG,1:0,Gdańsk,14.0,55.0,8.0,0.0,0.0,0.0,1,9399,1,2,1,0
+20,23.09.2017,sobota,15:30,BBT,LGD,2:1,Nieciecza,,,,0.0,0.0,0.0,0,2148,0,2,2,1
+21,18.09.2017,poniedziałek,18:00,LGD,JAG,3:3,Gdańsk,12.0,88.0,4.0,0.0,0.0,0.0,1,15135,2,2,3,3
+22,11.09.2017,poniedziałek,18:00,PIA,LGD,1:2,Gliwice,19.0,88.0,1.0,77.6,22.4,0.0,0,5140,1,2,1,2
+23,26.08.2017,sobota,20:30,WIS,LGD,1:1,Kraków,21.0,78.0,3.0,15.4,33.8,12.3,0,9131,2,2,1,1
+24,18.08.2017,piątek,18:00,LGD,SAN,2:3,Gdańsk,20.0,83.0,4.0,42.9,35.7,7.1,1,11019,0,2,2,3
+25,14.08.2017,poniedziałek,18:00,POG,LGD,0:0,Szczecin,22.0,54.0,3.0,0.0,0.0,0.0,0,8320,2,2,0,0
+26,05.08.2017,sobota,15:30,LGD,GÓR,1:1,Gdańsk,22.0,50.0,7.0,0.0,0.0,0.0,1,14567,2,2,1,1
+27,28.07.2017,piątek,20:30,ŚLĄ,LGD,3:2,Wrocław,18.0,68.0,5.0,19.6,11.8,15.7,0,13495,0,2,3,2
+28,22.07.2017,sobota,18:00,LGD,CRA,0:1,Gdańsk,19.0,64.0,6.0,0.0,0.0,0.0,1,15624,0,2,0,1
+29,14.07.2017,piątek,18:00,WPŁ,LGD,0:2,Płock,18.0,56.0,3.0,0.0,0.0,0.0,0,6889,1,2,0,2
+0,13.04.2019,sobota,18:00,CRA,LGD,4:2,Kraków,5.0,88.0,3.0,32.9,49.3,0.0,0,10765,0,3,4,2
+1,06.04.2019,sobota,20:30,LGD,LPO,1:0,Gdańsk,9.0,53.0,3.0,0.0,0.0,0.0,1,19016,1,3,1,0
+2,02.04.2019,wtorek,20:30,ARK,LGD,0:0,Gdynia,8.0,34.0,8.0,0.0,0.0,0.0,0,10012,2,3,0,0
+3,29.03.2019,piątek,20:30,LGD,PIA,2:0,Gdańsk,9.0,71.0,7.0,0.0,0.0,0.0,1,15073,1,3,2,0
+4,16.03.2019,sobota,18:00,ZSO,LGD,0:1,,6.0,69.0,6.0,56.7,6.7,0.0,0,LGD,1,3,0,1
+5,11.03.2019,poniedziałek,18:00,LGD,WPŁ,1:1,Gdańsk,1.0,69.0,6.0,0.0,0.0,0.0,1,8769,2,3,1,1
+6,04.03.2019,poniedziałek,18:00,ZAG,LGD,2:1,Lubin,14.0,35.0,9.0,12.8,0.0,0.0,0,4053,0,3,2,1
+7,23.02.2019,sobota,20:30,LGD,WIS,1:0,Gdańsk,-1.0,50.0,5.0,0.0,0.0,0.0,1,12557,1,3,1,0
+8,16.02.2019,sobota,20:30,KOR,LGD,0:0,Kielce,-2.0,91.0,1.0,0.0,87.0,0.0,0,7529,2,3,0,0
+9,09.02.2019,sobota,20:30,LGD,POG,2:1,Gdańsk,4.0,81.0,6.0,0.0,0.0,0.0,1,13184,1,3,2,1
+10,22.12.2018,sobota,18:00,LGD,GÓR,4:0,Gdańsk,2.0,93.0,7.0,28.9,82.2,0.0,1,9757,1,3,4,0
+11,17.12.2018,poniedziałek,18:00,MLE,LGD,0:0,,0.0,92.0,1.0,0.0,82.2,0.0,0,LGD,2,3,0,0
+12,09.12.2018,niedziela,18:00,LGD,LEG,0:0,Gdańsk,5.0,93.0,5.0,0.0,0.0,0.0,1,20856,2,3,0,0
+13,30.11.2018,piątek,18:00,ŚLĄ,LGD,0:2,Wrocław,-3.0,75.0,3.0,0.0,0.0,0.0,0,6860,1,3,0,2
+14,25.11.2018,niedziela,18:00,LGD,JAG,3:2,Gdańsk,3.0,87.0,3.0,16.2,94.6,0.0,1,11931,1,3,3,2
+15,10.11.2018,sobota,18:00,LGD,CRA,1:0,Gdańsk,8.0,100.0,3.0,0.0,100.0,0.0,1,17089,1,3,1,0
+16,04.11.2018,niedziela,18:00,LPO,LGD,0:1,Poznań,11.0,94.0,4.0,20.3,82.6,0.0,0,8059,1,3,0,1
+17,27.10.2018,sobota,18:00,LGD,ARK,2:1,Gdańsk,7.0,66.0,7.0,0.0,0.0,0.0,1,25066,1,3,2,1
+18,19.10.2018,piątek,18:00,PIA,LGD,1:1,Gliwice,10.0,94.0,3.0,0.0,97.9,0.0,0,3853,2,3,1,1
+19,06.10.2018,sobota,18:00,LGD,ZSO,4:1,Gdańsk,16.0,59.0,2.0,0.0,0.0,0.0,1,LGD,1,3,4,1
+20,28.09.2018,piątek,18:00,WPŁ,LGD,1:0,Płock,13.0,62.0,3.0,0.0,0.0,0.0,0,3123,0,3,1,0
+21,22.09.2018,sobota,18:00,LGD,ZAG,3:3,Gdańsk,14.0,51.0,7.0,0.0,0.0,0.0,1,11371,2,3,3,3
+22,15.09.2018,sobota,20:30,WIS,LGD,5:2,Kraków,20.0,65.0,3.0,57.9,0.0,0.0,0,23052,0,3,5,2
+23,31.08.2018,piątek,20:30,LGD,KOR,2:0,Gdańsk,16.0,82.0,2.0,0.0,0.0,0.0,1,13872,1,3,2,0
+24,25.08.2018,sobota,18:00,POG,LGD,2:3,Szczecin,14.0,91.0,2.0,29.8,0.0,0.0,0,4699,1,3,2,3
+25,18.08.2018,sobota,20:30,GÓR,LGD,0:2,Zabrze,22.0,61.0,1.0,0.0,21.4,0.0,0,14087,1,3,0,2
+26,10.08.2018,piątek,18:00,LGD,MLE,2:0,Gdańsk,22.0,61.0,6.0,0.0,0.0,0.0,1,LGD,1,3,2,0
+27,04.08.2018,sobota,20:30,LEG,LGD,0:0,Warszawa,25.0,50.0,1.0,7.8,0.0,19.6,0,16149,2,3,0,0
+28,27.07.2018,piątek,18:00,LGD,ŚLĄ,1:1,Gdańsk,24.0,69.0,7.0,0.0,0.0,0.0,1,14068,2,3,1,1
+29,20.07.2018,piątek,20:30,JAG,LGD,0:1,Białystok,22.0,82.0,5.0,0.0,0.0,3.8,0,11766,1,3,0,1
diff --git a/preprocessed_data/club-Legia-preprocessed.csv b/preprocessed_data/club-Legia-preprocessed.csv
new file mode 100644
index 0000000..91fa275
--- /dev/null
+++ b/preprocessed_data/club-Legia-preprocessed.csv
@@ -0,0 +1,91 @@
+Column1,Data,Dzień tygodnia,Godzina,Gospodarz,Gość,Wynik,Miejscowość,Temperatura,Wilgotność,Prędkość wiatru,Opad,Mgła,Burza,Grają u siebie,Frekwencja,Wygrana,Sezon,Zdobyte bramki,Stracone bramki
+0,22.04.2017,sobota,18:00,CRA,LEG,1:2,Kraków,9.0,45.0,7.0,48.2,0.0,0.0,0,12432,1,1,1,2
+1,17.04.2017,poniedziałek,15:30,LEG,KOR,0:0,Warszawa,8.0,42.0,4.0,4.2,0.0,0.0,1,17962,2,1,0,0
+2,09.04.2017,niedziela,18:00,LPO,LEG,1:2,Poznań,15.0,51.0,3.0,0.0,41.9,0.0,0,41026,1,1,1,2
+3,01.04.2017,sobota,20:30,LEG,POG,2:0,Warszawa,17.0,48.0,2.0,0.0,0.0,0.0,1,22210,1,1,2,0
+4,19.03.2017,niedziela,18:00,LGD,LEG,1:2,Gdańsk,1.0,86.0,3.0,0.0,0.0,0.0,0,37220,1,1,1,2
+5,12.03.2017,niedziela,18:00,LEG,WIS,1:0,Warszawa,5.0,55.0,4.0,0.0,0.0,0.0,1,26870,1,1,1,0
+6,03.03.2017,piątek,20:30,ZAG,LEG,1:3,Lubin,3.0,70.0,4.0,0.0,0.0,0.0,0,10892,1,1,1,3
+7,26.02.2017,niedziela,18:00,LEG,BBT,1:1,Warszawa,6.0,76.0,3.0,69.4,0.0,0.0,1,14163,2,1,1,1
+8,19.02.2017,niedziela,18:00,LEG,RCH,1:3,Warszawa,2.0,81.0,1.0,17.0,12.8,0.0,1,17409,0,1,1,3
+9,11.02.2017,sobota,20:30,ARK,LEG,0:1,Gdynia,-5.0,79.0,6.0,0.0,0.0,0.0,0,9154,1,1,0,1
+10,18.12.2016,niedziela,18:00,LEG,GKŁ,5:0,Warszawa,0.0,94.0,1.0,11.8,67.1,0.0,1,21901,1,1,5,0
+11,11.12.2016,niedziela,18:00,PIA,LEG,1:5,Gliwice,5.0,93.0,9.0,44.6,14.1,0.0,0,8219,1,1,1,5
+12,02.12.2016,piątek,20:30,LEG,WPŁ,2:2,Warszawa,2.0,81.0,5.0,47.5,0.0,0.0,1,21821,2,1,2,2
+13,27.11.2016,niedziela,18:00,ŚLĄ,LEG,0:4,Wrocław,1.0,84.0,7.0,0.0,0.0,0.0,0,22004,1,1,0,4
+14,18.11.2016,piątek,20:30,JAG,LEG,1:4,Białystok,6.0,90.0,6.0,0.0,14.8,0.0,0,18765,1,1,1,4
+15,06.11.2016,niedziela,18:00,LEG,CRA,2:0,Warszawa,6.0,88.0,3.0,45.9,40.5,0.0,1,24342,1,1,2,0
+16,28.10.2016,piątek,20:30,KOR,LEG,2:4,Kielce,9.0,90.0,5.0,43.5,23.9,0.0,0,8477,1,1,2,4
+17,22.10.2016,sobota,20:30,LEG,LPO,2:1,Warszawa,7.0,93.0,1.0,41.7,67.9,0.0,1,28842,1,1,2,1
+18,14.10.2016,piątek,20:30,POG,LEG,3:2,Szczecin,7.0,76.0,6.0,0.0,2.1,0.0,0,9328,0,1,3,2
+19,01.10.2016,sobota,20:30,LEG,LGD,3:0,Warszawa,16.0,77.0,4.0,25.0,17.9,0.0,1,18941,1,1,3,0
+20,23.09.2016,piątek,20:30,WIS,LEG,0:0,Kraków,11.0,87.0,1.0,0.0,43.3,0.0,0,19477,2,1,0,0
+21,18.09.2016,niedziela,18:00,LEG,ZAG,2:3,Warszawa,17.0,48.0,4.0,0.0,0.0,0.0,1,14085,0,1,2,3
+22,10.09.2016,sobota,20:30,BBT,LEG,2:1,Nieciecza,,,,0.0,0.0,0.0,0,4555,0,1,2,1
+23,28.08.2016,niedziela,18:00,RCH,LEG,0:2,Chorzów,27.0,45.0,5.0,0.0,0.0,0.0,0,9010,1,1,0,2
+24,20.08.2016,sobota,20:30,LEG,ARK,1:3,Warszawa,22.0,60.0,4.0,0.0,0.0,0.0,1,16529,0,1,1,3
+25,13.08.2016,sobota,18:00,GKŁ,LEG,1:0,Lublin,20.0,63.0,3.0,17.4,6.5,0.0,0,9248,0,1,1,0
+26,07.08.2016,niedziela,18:00,LEG,PIA,0:0,Warszawa,22.0,41.0,6.0,0.0,0.0,0.0,1,18332,2,1,0,0
+27,30.07.2016,sobota,20:30,WPŁ,LEG,2:3,Płock,22.0,61.0,1.0,0.0,0.0,0.0,0,9700,1,1,2,3
+28,23.07.2016,sobota,20:30,LEG,ŚLĄ,0:0,Warszawa,23.0,61.0,3.0,0.0,0.0,0.0,1,12173,2,1,0,0
+29,16.07.2016,sobota,20:30,LEG,JAG,1:1,Warszawa,19.0,68.0,2.0,47.3,0.0,0.0,1,13655,2,1,1,1
+0,07.04.2018,sobota,18:00,LEG,POG,3:0,Warszawa,15.0,32.0,6.0,0.0,0.0,0.0,1,18683,1,2,3,0
+1,31.03.2018,sobota,20:30,ARK,LEG,1:0,Gdynia,2.0,87.0,7.0,100.0,75.6,0.0,0,11762,0,2,1,0
+2,18.03.2018,niedziela,18:00,LEG,WIS,0:2,Warszawa,-2.0,37.0,5.0,0.0,0.0,0.0,1,20236,0,2,0,2
+3,11.03.2018,niedziela,18:00,LGD,LEG,1:3,Gdańsk,5.0,100.0,4.0,17.0,89.4,0.0,0,12021,1,2,1,3
+4,04.03.2018,niedziela,18:00,LEG,LPO,2:1,Warszawa,-2.0,60.0,1.0,0.0,42.3,0.0,1,22899,1,2,2,1
+5,27.02.2018,wtorek,20:30,LEG,JAG,0:2,Warszawa,-11.0,61.0,5.0,0.0,0.0,0.0,1,12939,0,2,0,2
+6,24.02.2018,sobota,20:30,CRA,LEG,0:0,Kraków,-10.0,62.0,5.0,14.5,17.4,0.0,0,2152,2,2,0,0
+7,16.02.2018,piątek,20:30,LEG,ŚLĄ,4:1,Warszawa,1.0,80.0,3.0,4.3,12.8,0.0,1,18362,1,2,4,1
+8,09.02.2018,piątek,20:30,ZAG,LEG,2:3,Lubin,-2.0,74.0,1.0,0.0,87.5,0.0,0,9655,1,2,2,3
+9,16.12.2017,sobota,20:30,LEG,WPŁ,0:2,Warszawa,1.0,87.0,1.0,14.3,64.3,0.0,1,13707,0,2,0,2
+10,12.12.2017,wtorek,18:00,PIA,LEG,0:1,Gliwice,5.0,60.0,6.0,33.3,0.0,0.0,0,5243,1,2,0,1
+11,09.12.2017,sobota,20:30,LEG,BBT,3:0,Warszawa,-1.0,86.0,2.0,3.8,0.0,0.0,1,11373,1,2,3,0
+12,02.12.2017,sobota,20:30,SAN,LEG,2:2,Nowy Sącz,-1.0,94.0,1.0,0.0,0.0,0.0,0,2619,2,2,2,2
+13,25.11.2017,sobota,20:30,KOR,LEG,3:2,Kielce,7.0,89.0,3.0,0.0,0.0,0.0,0,15200,0,2,3,2
+14,19.11.2017,niedziela,18:00,LEG,GÓR,1:0,Warszawa,5.0,74.0,3.0,70.5,0.0,0.0,1,24890,1,2,1,0
+15,05.11.2017,niedziela,18:00,POG,LEG,1:3,Szczecin,11.0,88.0,2.0,70.3,2.7,0.0,0,6192,1,2,1,3
+16,29.10.2017,niedziela,18:00,LEG,ARK,2:0,Warszawa,5.0,78.0,13.0,65.7,0.0,0.0,1,14433,1,2,2,0
+17,22.10.2017,niedziela,18:00,WIS,LEG,0:1,Kraków,10.0,96.0,1.0,62.8,71.3,0.0,0,33000,1,2,0,1
+18,15.10.2017,niedziela,18:00,LEG,LGD,1:0,Warszawa,16.0,85.0,3.0,22.5,54.9,0.0,1,18574,1,2,1,0
+19,01.10.2017,niedziela,18:00,LPO,LEG,3:0,Poznań,17.0,49.0,2.0,0.0,0.0,0.0,0,36829,0,2,3,0
+20,24.09.2017,niedziela,18:00,JAG,LEG,1:0,Białystok,16.0,68.0,5.0,0.0,0.0,0.0,0,17894,0,2,1,0
+21,17.09.2017,niedziela,18:00,LEG,CRA,1:0,Warszawa,13.0,95.0,3.0,87.5,12.5,0.0,1,16650,1,2,1,0
+22,09.09.2017,sobota,18:00,ŚLĄ,LEG,2:1,Wrocław,24.0,50.0,5.0,0.0,0.0,0.0,0,24086,0,2,2,1
+23,27.08.2017,niedziela,18:00,LEG,ZAG,2:1,Warszawa,22.0,69.0,7.0,4.3,0.0,0.0,1,14941,1,2,2,1
+24,20.08.2017,niedziela,15:30,WPŁ,LEG,0:1,Płock,18.0,73.0,3.0,6.7,36.7,0.0,0,9718,1,2,0,1
+25,11.08.2017,piątek,20:30,LEG,PIA,3:1,Warszawa,30.0,59.0,6.0,0.0,0.0,0.0,1,13768,1,2,3,1
+26,05.08.2017,sobota,20:30,BBT,LEG,1:0,Nieciecza,,,,0.0,0.0,0.0,0,4561,0,2,1,0
+27,29.07.2017,sobota,18:00,LEG,SAN,2:0,Warszawa,24.0,47.0,4.0,0.0,4.1,0.0,1,14397,1,2,2,0
+28,22.07.2017,sobota,20:30,LEG,KOR,1:1,Warszawa,24.0,61.0,3.0,10.0,0.0,0.0,1,15011,2,2,1,1
+29,15.07.2017,sobota,20:30,GÓR,LEG,3:1,Zabrze,15.0,72.0,1.0,33.3,42.4,0.0,0,22708,0,2,3,1
+0,13.04.2019,sobota,18:00,LEG,POG,3:1,Warszawa,8.0,63.0,5.0,37.3,3.4,0.0,1,22666,1,3,3,1
+1,07.04.2019,niedziela,18:00,GÓR,LEG,1:2,Zabrze,14.0,59.0,5.0,0.0,54.3,0.0,0,23271,1,3,1,2
+2,03.04.2019,środa,20:30,LEG,JAG,3:0,Warszawa,11.0,28.0,7.0,0.0,0.0,0.0,1,18123,1,3,3,0
+3,31.03.2019,niedziela,18:00,WIS,LEG,4:0,Kraków,17.0,36.0,4.0,0.0,12.5,0.0,0,33000,0,3,4,0
+4,16.03.2019,sobota,20:30,LEG,ŚLĄ,1:0,Warszawa,5.0,75.0,1.0,68.3,6.3,0.0,1,18317,1,3,1,0
+5,09.03.2019,sobota,20:30,ARK,LEG,1:2,Gdynia,4.0,81.0,5.0,0.0,0.0,0.0,0,7129,1,3,1,2
+6,01.03.2019,piątek,20:30,LEG,MLE,2:0,Warszawa,1.0,59.0,7.0,0.0,2.1,0.0,1,LEG,1,3,2,0
+7,23.02.2019,sobota,18:00,LPO,LEG,2:0,Poznań,0.0,48.0,1.0,0.0,4.3,0.0,0,24164,0,3,2,0
+8,17.02.2019,niedziela,18:00,LEG,CRA,0:2,Warszawa,7.0,78.0,3.0,0.0,0.0,0.0,1,20936,0,3,0,2
+9,10.02.2019,niedziela,18:00,WPŁ,LEG,0:1,Płock,6.0,65.0,4.0,32.0,16.0,0.0,0,8184,1,3,0,1
+10,20.12.2018,czwartek,20:30,ZSO,LEG,2:3,,0.0,100.0,4.0,47.2,49.4,0.0,0,LEG,1,3,2,3
+11,15.12.2018,sobota,20:30,LEG,PIA,2:0,Warszawa,0.0,80.0,5.0,0.0,6.1,0.0,1,12674,1,3,2,0
+12,09.12.2018,niedziela,18:00,LGD,LEG,0:0,Gdańsk,5.0,93.0,5.0,0.0,0.0,0.0,0,20856,2,3,0,0
+13,01.12.2018,sobota,20:30,LEG,KOR,3:0,Warszawa,-8.0,85.0,2.0,0.0,56.1,0.0,1,12852,1,3,3,0
+14,25.11.2018,niedziela,15:30,ZAG,LEG,0:1,Lubin,7.0,76.0,3.0,0.0,54.8,0.0,0,6070,1,3,0,1
+15,09.11.2018,piątek,20:30,POG,LEG,2:1,Szczecin,7.0,100.0,3.0,4.3,97.8,0.0,0,13564,0,3,2,1
+16,03.11.2018,sobota,20:30,LEG,GÓR,4:0,Warszawa,10.0,87.0,3.0,49.2,16.9,0.0,1,17862,1,3,4,0
+17,26.10.2018,piątek,20:30,JAG,LEG,1:1,Białystok,7.0,75.0,3.0,0.0,0.0,0.0,0,16862,2,3,1,1
+18,21.10.2018,niedziela,18:00,LEG,WIS,3:3,Warszawa,9.0,71.0,2.0,0.0,61.8,0.0,1,22797,2,3,3,3
+19,06.10.2018,sobota,20:30,ŚLĄ,LEG,0:1,Wrocław,13.0,72.0,2.0,0.0,19.6,0.0,0,20084,1,3,0,1
+20,28.09.2018,piątek,20:30,LEG,ARK,1:1,Warszawa,11.0,71.0,3.0,13.3,0.0,0.0,1,14796,2,3,1,1
+21,22.09.2018,sobota,20:30,MLE,LEG,1:4,,12.0,76.0,3.0,32.4,0.0,0.0,0,LEG,1,3,1,4
+22,16.09.2018,niedziela,18:00,LEG,LPO,1:0,Warszawa,,,,0.0,100.0,0.0,1,22731,1,3,1,0
+23,02.09.2018,niedziela,18:00,CRA,LEG,0:0,Kraków,23.0,54.0,4.0,0.0,0.0,0.0,0,8123,2,3,0,0
+24,26.08.2018,niedziela,15:30,LEG,WPŁ,1:4,Warszawa,13.0,82.0,3.0,55.3,25.0,0.0,1,11232,0,3,1,4
+25,19.08.2018,niedziela,15:30,LEG,ZSO,2:1,Warszawa,29.0,48.0,3.0,0.0,32.1,0.0,1,LEG,1,3,2,1
+26,12.08.2018,niedziela,15:30,PIA,LEG,1:3,Gliwice,25.0,34.0,3.0,0.0,20.0,0.0,0,7120,1,3,1,3
+27,04.08.2018,sobota,20:30,LEG,LGD,0:0,Warszawa,25.0,50.0,1.0,7.8,0.0,19.6,1,16149,2,3,0,0
+28,28.07.2018,sobota,20:30,KOR,LEG,1:2,Kielce,25.0,71.0,1.0,0.0,31.8,0.0,0,10806,1,3,1,2
+29,21.07.2018,sobota,20:30,LEG,ZAG,1:3,Warszawa,25.0,47.0,1.0,0.0,5.7,0.0,1,12278,0,3,1,3
diff --git a/preprocessed_data/club-Piast-preprocessed.csv b/preprocessed_data/club-Piast-preprocessed.csv
new file mode 100644
index 0000000..22a8235
--- /dev/null
+++ b/preprocessed_data/club-Piast-preprocessed.csv
@@ -0,0 +1,91 @@
+Column1,Data,Dzień tygodnia,Godzina,Gospodarz,Gość,Wynik,Miejscowość,Temperatura,Wilgotność,Prędkość wiatru,Opad,Mgła,Burza,Grają u siebie,Frekwencja,Wygrana,Sezon,Zdobyte bramki,Stracone bramki
+0,22.04.2017,sobota,18:00,PIA,JAG,0:1,Gliwice,7.0,49.0,7.0,0.0,0.0,0.0,1,4439,0,1,0,1
+1,17.04.2017,poniedziałek,15:30,BBT,PIA,1:0,Nieciecza,,,,0.0,0.0,0.0,0,3012,0,1,1,0
+2,09.04.2017,niedziela,15:30,PIA,LGD,1:1,Gliwice,13.0,51.0,2.0,0.0,21.8,0.0,1,5974,2,1,1,1
+3,03.04.2017,poniedziałek,18:00,RCH,PIA,0:0,Chorzów,10.0,71.0,4.0,0.0,30.6,0.0,0,7837,2,1,0,0
+4,18.03.2017,sobota,15:30,PIA,ARK,3:2,Gliwice,7.0,87.0,8.0,37.1,15.7,0.0,1,4154,1,1,3,2
+5,10.03.2017,piątek,18:10,ŚLĄ,PIA,3:4,Wrocław,6.0,84.0,3.0,53.2,21.0,0.0,0,6262,1,1,3,4
+6,04.03.2017,sobota,20:30,PIA,WIS,1:2,Gliwice,12.0,50.0,6.0,0.0,0.0,0.0,1,5447,0,1,1,2
+7,26.02.2017,niedziela,15:30,GKŁ,PIA,1:0,Lublin,5.0,54.0,4.0,0.0,0.0,0.0,0,1401,0,1,1,0
+8,18.02.2017,sobota,20:30,PIA,LPO,0:3,Gliwice,1.0,100.0,2.0,23.4,70.2,0.0,1,3875,0,1,0,3
+9,13.02.2017,poniedziałek,18:00,POG,PIA,2:1,Szczecin,-5.0,84.0,3.0,0.0,97.8,0.0,0,3883,0,1,2,1
+10,19.12.2016,poniedziałek,18:00,ZAG,PIA,2:1,Lubin,1.0,96.0,3.0,0.0,100.0,0.0,0,4121,0,1,2,1
+11,11.12.2016,niedziela,18:00,PIA,LEG,1:5,Gliwice,5.0,93.0,9.0,44.6,14.1,0.0,1,8219,0,1,1,5
+12,03.12.2016,sobota,15:30,PIA,KOR,1:0,Gliwice,0.0,74.0,4.0,0.0,2.1,0.0,1,4002,1,1,1,0
+13,27.11.2016,niedziela,15:30,WPŁ,PIA,0:0,Płock,2.0,87.0,4.0,8.1,35.1,0.0,0,3145,2,1,0,0
+14,18.11.2016,piątek,18:00,PIA,CRA,2:2,Gliwice,8.0,81.0,4.0,0.0,46.7,0.0,1,4532,2,1,2,2
+15,05.11.2016,sobota,18:00,JAG,PIA,2:0,Białystok,3.0,77.0,4.0,0.0,0.0,0.0,0,8260,0,1,2,0
+16,28.10.2016,piątek,18:00,PIA,BBT,2:1,Gliwice,10.0,82.0,6.0,28.9,46.1,0.0,1,4726,1,1,2,1
+17,23.10.2016,niedziela,15:30,LGD,PIA,3:2,Gdańsk,7.0,100.0,3.0,0.0,0.0,0.0,0,17206,0,1,3,2
+18,15.10.2016,sobota,18:00,PIA,RCH,2:1,Gliwice,11.0,76.0,4.0,16.7,16.7,0.0,1,7667,1,1,2,1
+19,01.10.2016,sobota,15:30,ARK,PIA,1:2,Gdynia,15.0,67.0,2.0,100.0,5.7,0.0,0,7658,1,1,1,2
+20,26.09.2016,poniedziałek,18:00,PIA,ŚLĄ,1:1,Gliwice,14.0,72.0,3.0,0.0,59.3,0.0,1,4252,2,1,1,1
+21,17.09.2016,sobota,20:30,WIS,PIA,1:0,Kraków,18.0,94.0,2.0,69.0,57.1,0.0,0,8483,0,1,1,0
+22,10.09.2016,sobota,15:30,PIA,GKŁ,3:3,Gliwice,27.0,42.0,3.0,0.0,66.7,0.0,1,4528,2,1,3,3
+23,28.08.2016,niedziela,15:30,LPO,PIA,2:0,Poznań,30.0,40.0,4.0,0.0,0.0,0.0,0,11254,0,1,2,0
+24,20.08.2016,sobota,18:00,PIA,POG,0:2,Gliwice,26.0,51.0,3.0,0.0,0.0,0.0,1,4286,0,1,0,2
+25,14.08.2016,niedziela,15:30,PIA,ZAG,0:0,Gliwice,22.0,64.0,4.0,0.0,0.0,0.0,1,4779,2,1,0,0
+26,07.08.2016,niedziela,18:00,LEG,PIA,0:0,Warszawa,22.0,41.0,6.0,0.0,0.0,0.0,0,18332,2,1,0,0
+27,31.07.2016,niedziela,18:00,KOR,PIA,1:1,Kielce,22.0,83.0,4.0,45.7,4.3,34.8,0,5062,2,1,1,1
+28,24.07.2016,niedziela,15:30,PIA,WPŁ,2:1,Gliwice,27.0,48.0,3.0,0.0,5.3,0.0,1,4581,1,1,2,1
+29,17.07.2016,niedziela,18:00,CRA,PIA,5:1,Kraków,17.0,80.0,2.0,56.1,3.5,0.0,0,7659,0,1,5,1
+0,07.04.2018,sobota,18:00,PIA,BBT,1:1,Gliwice,17.0,39.0,6.0,0.0,0.0,0.0,1,4211,2,2,1,1
+1,02.04.2018,poniedziałek,15:30,WPŁ,PIA,1:0,Płock,8.0,53.0,10.0,0.0,27.1,0.0,0,2718,0,2,1,0
+2,16.03.2018,piątek,18:00,PIA,ZAG,0:0,Gliwice,-1.0,93.0,6.0,28.7,41.5,0.0,1,5397,2,2,0,0
+3,10.03.2018,sobota,15:30,SAN,PIA,0:3,Nowy Sącz,13.0,46.0,2.0,0.0,0.0,0.0,0,682,1,2,0,3
+4,03.03.2018,sobota,20:30,PIA,GÓR,0:3,Gliwice,-12.0,72.0,1.0,0.0,0.0,0.0,1,5579,0,2,0,3
+5,28.02.2018,środa,20:30,ARK,PIA,0:0,Gdynia,-9.0,73.0,8.0,0.0,0.0,0.0,0,3074,2,2,0,0
+6,25.02.2018,niedziela,15:30,PIA,WIS,0:0,Gliwice,-10.0,57.0,3.0,0.0,26.5,0.0,1,3396,2,2,0,0
+7,18.02.2018,niedziela,15:30,LGD,PIA,0:2,Gdańsk,1.0,80.0,2.0,0.0,28.6,0.0,0,7139,1,2,0,2
+8,12.02.2018,poniedziałek,18:00,PIA,JAG,0:2,Gliwice,-1.0,86.0,1.0,0.0,66.3,0.0,1,3147,0,2,0,2
+9,15.12.2017,piątek,18:00,KOR,PIA,1:1,Kielce,2.0,82.0,3.0,23.9,21.7,0.0,0,5277,2,2,1,1
+10,12.12.2017,wtorek,18:00,PIA,LEG,0:1,Gliwice,5.0,60.0,6.0,33.3,0.0,0.0,1,5243,0,2,0,1
+11,09.12.2017,sobota,15:30,ŚLĄ,PIA,2:2,Wrocław,2.0,69.0,5.0,7.5,3.8,0.0,0,5645,2,2,2,2
+12,03.12.2017,niedziela,15:30,PIA,LPO,0:0,Gliwice,-1.0,100.0,2.0,0.0,94.6,0.0,1,4560,2,2,0,0
+13,25.11.2017,sobota,16:00,POG,PIA,2:2,Szczecin,3.0,93.0,3.0,64.1,59.0,0.0,0,1611,2,2,2,2
+14,18.11.2017,sobota,15:30,PIA,CRA,1:0,Gliwice,3.0,70.0,4.0,11.1,18.9,0.0,1,4296,1,2,1,0
+15,05.11.2017,niedziela,15:30,BBT,PIA,2:1,Nieciecza,,,,0.0,0.0,0.0,0,2612,0,2,2,1
+16,28.10.2017,sobota,15:30,PIA,WPŁ,2:1,Gliwice,7.0,87.0,8.0,17.0,8.5,0.0,1,3784,1,2,2,1
+17,20.10.2017,piątek,18:00,ZAG,PIA,2:2,Lubin,14.0,88.0,4.0,11.9,72.6,0.0,0,6021,2,2,2,2
+18,14.10.2017,sobota,15:30,PIA,SAN,2:2,Gliwice,15.0,77.0,6.0,0.0,6.8,0.0,1,4248,2,2,2,2
+19,01.10.2017,niedziela,15:30,GÓR,PIA,1:0,Zabrze,16.0,45.0,4.0,0.0,0.0,0.0,0,22708,0,2,1,0
+20,22.09.2017,piątek,18:00,PIA,ARK,0:1,Gliwice,11.0,88.0,3.0,62.9,48.6,0.0,1,3850,0,2,0,1
+21,16.09.2017,sobota,20:30,WIS,PIA,2:0,Kraków,13.0,94.0,3.0,42.3,9.6,0.0,0,10822,0,2,2,0
+22,11.09.2017,poniedziałek,18:00,PIA,LGD,1:2,Gliwice,19.0,88.0,1.0,77.6,22.4,0.0,1,5140,0,2,1,2
+23,26.08.2017,sobota,18:00,JAG,PIA,0:1,Białystok,21.0,49.0,3.0,0.0,4.1,0.0,0,10658,1,2,0,1
+24,19.08.2017,sobota,18:00,PIA,KOR,2:0,Gliwice,16.0,94.0,1.0,11.7,40.3,0.0,1,4879,1,2,2,0
+25,11.08.2017,piątek,20:30,LEG,PIA,3:1,Warszawa,30.0,59.0,6.0,0.0,0.0,0.0,0,13768,0,2,3,1
+26,04.08.2017,piątek,18:00,PIA,ŚLĄ,1:1,Gliwice,26.0,65.0,5.0,0.0,0.0,0.0,1,4274,2,2,1,1
+27,30.07.2017,niedziela,18:00,LPO,PIA,5:1,Poznań,32.0,34.0,4.0,8.2,0.0,12.2,0,13783,0,2,5,1
+28,22.07.2017,sobota,15:30,PIA,POG,1:2,Gliwice,28.0,40.0,3.0,0.0,45.5,0.0,1,4555,0,2,1,2
+29,15.07.2017,sobota,18:00,CRA,PIA,1:1,Kraków,19.0,55.0,3.0,4.3,0.0,12.8,0,7609,2,2,1,1
+0,13.04.2019,sobota,18:00,PIA,KOR,4:0,Gliwice,4.0,87.0,4.0,27.8,31.6,0.0,1,4410,1,3,4,0
+1,06.04.2019,sobota,18:00,WIS,PIA,2:2,Kraków,10.0,92.0,2.0,52.7,44.6,0.0,0,26010,2,3,2,2
+2,03.04.2019,środa,18:00,PIA,WPŁ,1:0,Gliwice,17.0,34.0,6.0,0.0,0.0,0.0,1,4159,1,3,1,0
+3,29.03.2019,piątek,20:30,LGD,PIA,2:0,Gdańsk,9.0,71.0,7.0,0.0,0.0,0.0,0,15073,0,3,2,0
+4,17.03.2019,niedziela,15:30,PIA,MLE,2:1,Gliwice,19.0,19.0,11.0,0.0,0.0,0.0,1,PIA,1,3,2,1
+5,08.03.2019,piątek,18:00,GÓR,PIA,0:2,Zabrze,10.0,43.0,8.0,0.0,0.0,0.0,0,16633,1,3,0,2
+6,01.03.2019,piątek,18:00,PIA,ŚLĄ,2:0,Gliwice,4.0,70.0,5.0,0.0,61.4,0.0,1,4528,1,3,2,0
+7,22.02.2019,piątek,18:00,ARK,PIA,1:2,Gdynia,-5.0,63.0,2.0,0.0,57.9,0.0,0,3501,1,3,1,2
+8,15.02.2019,piątek,20:30,PIA,LPO,4:0,Gliwice,2.0,86.0,1.0,0.0,82.9,0.0,1,4608,1,3,4,0
+9,09.02.2019,sobota,18:00,CRA,PIA,2:1,Kraków,3.0,69.0,3.0,0.0,50.0,0.0,0,5683,0,3,2,1
+10,21.12.2018,piątek,18:00,PIA,JAG,1:1,Gliwice,3.0,75.0,4.0,32.4,5.9,0.0,1,3132,2,3,1,1
+11,15.12.2018,sobota,20:30,LEG,PIA,2:0,Warszawa,0.0,80.0,5.0,0.0,6.1,0.0,0,12674,0,3,2,0
+12,07.12.2018,piątek,18:00,ZAG,PIA,2:2,Lubin,10.0,86.0,3.0,92.5,0.0,0.0,0,2148,2,3,2,2
+13,03.12.2018,poniedziałek,18:00,PIA,POG,3:0,Gliwice,6.0,93.0,7.0,37.5,17.0,0.0,1,2824,1,3,3,0
+14,23.11.2018,piątek,18:00,PIA,ZSO,0:0,Gliwice,2.0,87.0,3.0,0.0,73.3,0.0,1,PIA,2,3,0,0
+15,11.11.2018,niedziela,15:30,KOR,PIA,1:0,Kielce,11.0,77.0,2.0,0.0,78.3,0.0,0,6525,0,3,1,0
+16,02.11.2018,piątek,20:30,PIA,WIS,2:0,Gliwice,9.0,93.0,1.0,57.7,67.3,0.0,1,4101,1,3,2,0
+17,27.10.2018,sobota,15:30,WPŁ,PIA,1:1,Płock,10.0,71.0,6.0,0.0,0.0,0.0,0,2412,2,3,1,1
+18,19.10.2018,piątek,18:00,PIA,LGD,1:1,Gliwice,10.0,94.0,3.0,0.0,97.9,0.0,1,3853,2,3,1,1
+19,05.10.2018,piątek,18:00,MLE,PIA,2:2,,17.0,50.0,2.0,0.0,0.0,0.0,0,PIA,2,3,2,2
+20,29.09.2018,sobota,15:30,PIA,GÓR,1:0,Gliwice,13.0,41.0,3.0,0.0,0.0,0.0,1,5313,1,3,1,0
+21,23.09.2018,niedziela,15:30,ŚLĄ,PIA,4:1,Wrocław,16.0,52.0,4.0,75.0,0.0,0.0,0,7613,0,3,4,1
+22,15.09.2018,sobota,18:00,PIA,ARK,1:0,Gliwice,18.0,60.0,3.0,19.6,39.3,0.0,1,4003,1,3,1,0
+23,01.09.2018,sobota,20:30,LPO,PIA,1:1,Poznań,15.0,88.0,2.0,68.7,0.0,0.0,0,8139,2,3,1,1
+24,24.08.2018,piątek,18:00,PIA,CRA,3:1,Gliwice,21.0,78.0,3.0,7.7,2.6,15.4,1,4075,1,3,3,1
+25,19.08.2018,niedziela,18:00,JAG,PIA,2:1,Białystok,25.0,54.0,3.0,0.0,0.0,0.0,0,10664,0,3,2,1
+26,12.08.2018,niedziela,15:30,PIA,LEG,1:3,Gliwice,25.0,34.0,3.0,0.0,20.0,0.0,1,7120,0,3,1,3
+27,04.08.2018,sobota,18:00,PIA,ZAG,2:1,Gliwice,24.0,69.0,2.0,0.0,7.7,15.4,1,4144,1,3,2,1
+28,30.07.2018,poniedziałek,18:00,POG,PIA,0:2,Szczecin,29.0,35.0,2.0,0.0,0.0,0.0,0,7532,1,3,0,2
+29,23.07.2018,poniedziałek,18:00,ZSO,PIA,1:2,,28.0,40.0,3.0,0.0,0.0,0.0,0,PIA,1,3,1,2
diff --git a/preprocessed_data/club-Pogon-preprocessed.csv b/preprocessed_data/club-Pogon-preprocessed.csv
new file mode 100644
index 0000000..149c2c6
--- /dev/null
+++ b/preprocessed_data/club-Pogon-preprocessed.csv
@@ -0,0 +1,91 @@
+Column1,Data,Dzień tygodnia,Godzina,Gospodarz,Gość,Wynik,Miejscowość,Temperatura,Wilgotność,Prędkość wiatru,Opad,Mgła,Burza,Grają u siebie,Frekwencja,Wygrana,Sezon,Zdobyte bramki,Stracone bramki
+0,22.04.2017,sobota,18:00,POG,LGD,3:1,Szczecin,9.0,53.0,5.0,51.1,0.0,0.0,1,6961,1,1,3,1
+1,15.04.2017,sobota,15:30,RCH,POG,1:2,Chorzów,13.0,47.0,9.0,0.0,0.0,0.0,0,6364,1,1,1,2
+2,08.04.2017,sobota,18:00,POG,ARK,5:1,Szczecin,10.0,82.0,3.0,41.5,07.maj,0.0,1,4312,1,1,5,1
+3,01.04.2017,sobota,20:30,LEG,POG,2:0,Warszawa,17.0,48.0,2.0,0.0,0.0,0.0,0,22210,0,1,2,0
+4,18.03.2017,sobota,20:30,POG,JAG,0:0,Szczecin,2.0,86.0,8.0,68.4,14.0,0.0,1,3486,2,1,0,0
+5,12.03.2017,niedziela,15:30,GKŁ,POG,2:2,Lublin,5.0,57.0,4.0,23.wrz,19.cze,0.0,0,2126,2,1,2,2
+6,06.03.2017,poniedziałek,18:00,POG,WPŁ,1:1,Szczecin,6.0,85.0,3.0,26.lut,29.maj,0.0,1,3458,2,1,1,1
+7,24.02.2017,piątek,20:30,POG,LPO,0:3,Szczecin,1.0,69.0,4.0,24.maj,11.mar,0.0,1,8678,0,1,0,3
+8,19.02.2017,niedziela,15:30,CRA,POG,1:1,Kraków,4.0,70.0,4.0,0.0,87.2,0.0,0,7824,2,1,1,1
+9,13.02.2017,poniedziałek,18:00,POG,PIA,2:1,Szczecin,-5.0,84.0,3.0,0.0,97.8,0.0,1,3883,1,1,2,1
+10,16.12.2016,piątek,18:00,BBT,POG,2:0,Nieciecza,,,,0.0,0.0,0.0,0,2084,0,1,2,0
+11,09.12.2016,piątek,18:00,POG,ZAG,1:1,Szczecin,9.0,79.0,6.0,68.6,38.6,0.0,1,4494,2,1,1,1
+12,03.12.2016,sobota,18:00,ŚLĄ,POG,1:1,Wrocław,-1.0,90.0,3.0,0.0,08.maj,0.0,0,4001,2,1,1,1
+13,26.11.2016,sobota,15:30,KOR,POG,4:1,Kielce,0.0,97.0,1.0,0.0,100.0,0.0,0,5260,0,1,4,1
+14,19.11.2016,sobota,18:00,POG,WIS,6:2,Szczecin,7.0,87.0,2.0,28.cze,38.1,0.0,1,6935,1,1,6,2
+15,05.11.2016,sobota,20:30,LGD,POG,1:1,Gdańsk,3.0,100.0,6.0,50.6,100.0,0.0,0,14461,2,1,1,1
+16,29.10.2016,sobota,18:00,POG,RCH,2:1,Szczecin,9.0,78.0,4.0,19.maj,0.0,0.0,1,8397,1,1,2,1
+17,21.10.2016,piątek,18:00,ARK,POG,0:3,Gdynia,5.0,100.0,5.0,46.7,88.9,0.0,0,6512,1,1,0,3
+18,14.10.2016,piątek,20:30,POG,LEG,3:2,Szczecin,7.0,76.0,6.0,0.0,02.sty,0.0,1,9328,1,1,3,2
+19,02.10.2016,niedziela,18:00,JAG,POG,0:0,Białystok,19.0,63.0,4.0,0.0,41.9,0.0,0,16850,2,1,0,0
+20,24.09.2016,sobota,15:30,POG,GKŁ,1:1,Szczecin,18.0,49.0,3.0,0.0,52.9,0.0,1,4354,2,1,1,1
+21,17.09.2016,sobota,18:00,WPŁ,POG,2:0,Płock,21.0,46.0,6.0,0.0,0.0,0.0,0,5620,0,1,2,0
+22,11.09.2016,niedziela,15:30,LPO,POG,3:1,Poznań,29.0,37.0,4.0,0.0,04.lip,0.0,0,17247,0,1,3,1
+23,27.08.2016,sobota,15:30,POG,CRA,1:1,Szczecin,25.0,61.0,3.0,0.0,17.sie,0.0,1,8125,2,1,1,1
+24,20.08.2016,sobota,18:00,PIA,POG,0:2,Gliwice,26.0,51.0,3.0,0.0,0.0,0.0,0,4286,1,1,0,2
+25,13.08.2016,sobota,20:30,POG,BBT,5:0,Szczecin,19.0,77.0,5.0,28.cze,0.0,0.0,1,4292,1,1,5,0
+26,07.08.2016,niedziela,15:30,ZAG,POG,1:1,Lubin,22.0,50.0,4.0,0.0,0.0,0.0,0,6298,2,1,1,1
+27,01.08.2016,poniedziałek,18:00,POG,ŚLĄ,0:2,Szczecin,17.0,83.0,2.0,08.maj,02.sty,0.0,1,6120,0,1,0,2
+28,22.07.2016,piątek,18:00,POG,KOR,1:1,Szczecin,26.0,42.0,3.0,0.0,0.0,0.0,1,6234,2,1,1,1
+29,16.07.2016,sobota,18:00,WIS,POG,2:1,Kraków,15.0,85.0,3.0,80.8,02.lip,0.0,0,9779,0,1,2,1
+0,07.04.2018,sobota,18:00,LEG,POG,3:0,Warszawa,15.0,32.0,6.0,0.0,0.0,0.0,0,18683,0,2,3,0
+1,02.04.2018,poniedziałek,18:00,POG,ŚLĄ,3:2,Szczecin,7.0,43.0,3.0,23.kwi,0.0,0.0,1,5524,1,2,3,2
+2,17.03.2018,sobota,15:30,BBT,POG,2:4,Nieciecza,,,,0.0,0.0,0.0,0,1253,1,2,2,4
+3,10.03.2018,sobota,18:00,POG,CRA,0:3,Szczecin,5.0,82.0,4.0,21.cze,64.9,0.0,1,6101,0,2,0,3
+4,03.03.2018,sobota,18:00,KOR,POG,0:0,Kielce,-9.0,64.0,2.0,0.0,57.1,0.0,0,4812,2,2,0,0
+5,28.02.2018,środa,18:00,GÓR,POG,0:0,Zabrze,-10.0,61.0,4.0,0.0,07.sty,0.0,0,6254,2,2,0,0
+6,24.02.2018,sobota,18:00,POG,WPŁ,2:1,Szczecin,-3.0,51.0,5.0,0.0,12.wrz,0.0,1,3688,1,2,2,1
+7,18.02.2018,niedziela,18:00,LPO,POG,2:0,Poznań,2.0,74.0,2.0,0.0,64.9,0.0,0,14348,0,2,2,0
+8,10.02.2018,sobota,15:30,POG,SAN,4:1,Szczecin,-2.0,93.0,4.0,04.mar,89.4,0.0,1,4895,1,2,4,1
+9,16.12.2017,sobota,15:30,POG,ARK,1:0,Szczecin,2.0,87.0,3.0,03.maj,68.4,0.0,1,3587,1,2,1,0
+10,13.12.2017,środa,18:00,LGD,POG,1:3,Gdańsk,0.0,86.0,7.0,0.0,0.0,0.0,0,9548,1,2,1,3
+11,10.12.2017,niedziela,15:30,POG,ZAG,3:3,Szczecin,-1.0,80.0,6.0,14.sty,0.0,0.0,1,2634,2,2,3,3
+12,01.12.2017,piątek,18:00,JAG,POG,1:0,Białystok,1.0,93.0,6.0,0.0,51.8,0.0,0,4111,0,2,1,0
+13,25.11.2017,sobota,16:00,POG,PIA,2:2,Szczecin,3.0,93.0,3.0,64.1,59.0,0.0,1,1611,2,2,2,2
+14,17.11.2017,piątek,20:30,WIS,POG,1:0,Kraków,4.0,93.0,3.0,31.6,73.4,0.0,0,11398,0,2,1,0
+15,05.11.2017,niedziela,18:00,POG,LEG,1:3,Szczecin,11.0,88.0,2.0,70.3,02.lip,0.0,1,6192,0,2,1,3
+16,27.10.2017,piątek,18:00,ŚLĄ,POG,3:0,Wrocław,10.0,92.0,3.0,68.3,0.0,0.0,0,12445,0,2,3,0
+17,21.10.2017,sobota,18:00,POG,BBT,2:3,Szczecin,11.0,84.0,2.0,13.maj,21.lut,0.0,1,3146,0,2,2,3
+18,16.10.2017,poniedziałek,18:00,CRA,POG,3:0,Kraków,19.0,65.0,2.0,0.0,91.7,0.0,0,5769,0,2,3,0
+19,30.09.2017,sobota,18:00,POG,KOR,0:0,Szczecin,16.0,61.0,5.0,0.0,0.0,0.0,1,5595,2,2,0,0
+20,23.09.2017,sobota,18:00,POG,GÓR,1:2,Szczecin,14.0,89.0,3.0,43.2,54.1,0.0,1,4548,0,2,1,2
+21,16.09.2017,sobota,15:30,WPŁ,POG,3:1,Płock,15.0,77.0,1.0,50.0,57.8,0.0,0,3111,0,2,3,1
+22,10.09.2017,niedziela,18:00,POG,LPO,0:0,Szczecin,18.0,66.0,3.0,0.0,0.0,0.0,1,10695,2,2,0,0
+23,27.08.2017,niedziela,15:30,SAN,POG,2:1,Nowy Sącz,28.0,45.0,3.0,0.0,0.0,0.0,0,2240,0,2,2,1
+24,19.08.2017,sobota,15:30,ARK,POG,0:3,Gdynia,19.0,68.0,4.0,0.0,0.0,0.0,0,9074,1,2,0,3
+25,14.08.2017,poniedziałek,18:00,POG,LGD,0:0,Szczecin,22.0,54.0,3.0,0.0,0.0,0.0,1,8320,2,2,0,0
+26,05.08.2017,sobota,18:00,ZAG,POG,3:0,Lubin,28.0,45.0,1.0,20.kwi,0.0,0.0,0,6086,0,2,3,0
+27,30.07.2017,niedziela,15:30,POG,JAG,0:1,Szczecin,30.0,46.0,9.0,04.sty,2.0,12.lut,1,8356,0,2,0,1
+28,22.07.2017,sobota,15:30,PIA,POG,1:2,Gliwice,28.0,40.0,3.0,0.0,45.5,0.0,0,4555,1,2,1,2
+29,14.07.2017,piątek,20:30,POG,WIS,1:2,Szczecin,17.0,68.0,2.0,0.0,04.mar,0.0,1,8289,0,2,1,2
+0,13.04.2019,sobota,18:00,LEG,POG,3:1,Warszawa,8.0,63.0,5.0,37.3,03.kwi,0.0,0,22666,0,3,3,1
+1,07.04.2019,niedziela,15:30,POG,ARK,3:3,Szczecin,18.0,28.0,2.0,0.0,0.0,0.0,1,4295,2,3,3,3
+2,03.04.2019,środa,18:00,LPO,POG,3:2,Poznań,17.0,31.0,8.0,0.0,0.0,0.0,0,7112,0,3,3,2
+3,31.03.2019,niedziela,15:30,POG,JAG,0:0,Szczecin,9.0,40.0,8.0,0.0,36.4,0.0,1,4151,2,3,0,0
+4,15.03.2019,piątek,18:00,WPŁ,POG,0:2,Płock,6.0,81.0,3.0,25.cze,02.kwi,0.0,0,2511,1,3,0,2
+5,10.03.2019,niedziela,15:30,POG,ZAG,0:3,Szczecin,4.0,83.0,6.0,44.4,0.0,0.0,1,15319,0,3,0,3
+6,03.03.2019,niedziela,15:30,WIS,POG,2:3,Kraków,10.0,62.0,8.0,0.0,28.mar,0.0,0,17775,1,3,2,3
+7,22.02.2019,piątek,20:30,KOR,POG,1:1,Kielce,-5.0,57.0,4.0,0.0,0.0,0.0,0,5583,2,3,1,1
+8,15.02.2019,piątek,18:00,POG,GÓR,3:1,Szczecin,4.0,82.0,1.0,0.0,85.0,0.0,1,6322,1,3,3,1
+9,09.02.2019,sobota,20:30,LGD,POG,2:1,Gdańsk,4.0,81.0,6.0,0.0,0.0,0.0,0,13184,0,3,2,1
+10,20.12.2018,czwartek,18:00,POG,ŚLĄ,2:1,Szczecin,3.0,93.0,2.0,31.9,86.2,0.0,1,4212,1,3,2,1
+11,15.12.2018,sobota,15:30,CRA,POG,2:1,Kraków,-1.0,80.0,7.0,0.0,0.0,0.0,0,3217,0,3,2,1
+12,08.12.2018,sobota,15:30,POG,ZSO,1:0,Szczecin,7.0,76.0,6.0,19.lut,01.wrz,0.0,1,POG,1,3,1,0
+13,03.12.2018,poniedziałek,18:00,PIA,POG,3:0,Gliwice,6.0,93.0,7.0,37.5,17.0,0.0,0,2824,0,3,3,0
+14,25.11.2018,niedziela,13:00,POG,MLE,2:0,Szczecin,4.0,94.0,2.0,18.lut,84.1,0.0,1,POG,1,3,2,0
+15,09.11.2018,piątek,20:30,POG,LEG,2:1,Szczecin,7.0,100.0,3.0,04.mar,97.8,0.0,1,13564,1,3,2,1
+16,02.11.2018,piątek,18:00,ARK,POG,2:3,Gdynia,9.0,82.0,2.0,100.0,0.0,0.0,0,7056,1,3,2,3
+17,27.10.2018,sobota,20:30,POG,LPO,3:0,Szczecin,5.0,93.0,4.0,33.9,0.0,0.0,1,8680,1,3,3,0
+18,19.10.2018,piątek,20:30,JAG,POG,2:1,Białystok,10.0,87.0,4.0,0.0,18.maj,0.0,0,7622,0,3,2,1
+19,06.10.2018,sobota,15:30,POG,WPŁ,4:0,Szczecin,20.0,53.0,4.0,0.0,36.8,0.0,1,5514,1,3,4,0
+20,29.09.2018,sobota,18:00,ZAG,POG,0:2,Lubin,13.0,43.0,1.0,0.0,0.0,0.0,0,3106,1,3,0,2
+21,21.09.2018,piątek,18:00,POG,WIS,2:1,Szczecin,20.0,65.0,12.0,50.0,0.0,0.0,1,3750,1,3,2,1
+22,16.09.2018,niedziela,15:30,POG,KOR,1:1,Szczecin,14.0,71.0,4.0,0.0,0.0,0.0,1,6361,2,3,1,1
+23,31.08.2018,piątek,18:00,GÓR,POG,1:1,Zabrze,21.0,53.0,3.0,7.0,0.0,0.0,0,11261,2,3,1,1
+24,25.08.2018,sobota,18:00,POG,LGD,2:3,Szczecin,14.0,91.0,2.0,29.sie,0.0,0.0,1,4699,0,3,2,3
+25,20.08.2018,poniedziałek,18:00,ŚLĄ,POG,0:0,Wrocław,30.0,35.0,4.0,0.0,0.0,0.0,0,7888,2,3,0,0
+26,11.08.2018,sobota,18:00,POG,CRA,1:1,Szczecin,21.0,41.0,5.0,06.sty,0.0,0.0,1,6592,2,3,1,1
+27,03.08.2018,piątek,20:30,ZSO,POG,3:0,,27.0,39.0,2.0,0.0,0.0,0.0,0,POG,0,3,3,0
+28,30.07.2018,poniedziałek,18:00,POG,PIA,0:2,Szczecin,29.0,35.0,2.0,0.0,0.0,0.0,1,7532,0,3,0,2
+29,20.07.2018,piątek,18:00,MLE,POG,1:0,,25.0,36.0,5.0,0.0,06.maj,0.0,0,POG,0,3,1,0
diff --git a/preprocessed_data/preprocessing.py b/preprocessed_data/preprocessing.py
new file mode 100644
index 0000000..da5f44b
--- /dev/null
+++ b/preprocessed_data/preprocessing.py
@@ -0,0 +1,48 @@
+import pandas as pd
+
+
+def main():
+    df = pd.read_csv('resources/club-Pogon.csv', sep=';', encoding='windows-1250')
+
+    # Add new column with season
+    season = ['1' for i in range(30)] + ['2' for i in range(30)] + ['3' for i in range(30)]
+
+    df['Sezon'] = season
+
+    # Add columns with scored and lost goals
+    result = df['Wynik']
+    formatted_result = []
+
+    scored_goals = []
+    lost_goals = []
+
+    for i in result:
+        tmp = i.split(':')
+        scored = tmp[0].lstrip("0") or "0"
+        lost = tmp[1].lstrip("0") or "0"
+        scored_goals.append(scored)
+        lost_goals.append(lost)
+
+        formatted_result.append(scored + ":" + lost)
+
+    df['Wynik'] = formatted_result
+    df['Zdobyte bramki'] = scored_goals
+    df['Stracone bramki'] = lost_goals
+
+    # Change time format in column Godzina from hh:mm:ss to hh:mm
+    time = df['Godzina']
+
+    formatted_time = []
+
+    for i in time:
+        formatted_time.append(i[0:5])
+
+    df['Godzina'] = formatted_time
+
+    # Save to csv
+    df.to_csv('resources/club-Pogon-preprocessed.csv', index = False)
+
+
+if __name__ == '__main__':
+    main()
+