uploading dataset and loading script

uploading dataset and loading script + reports

README.md

@@ -1,3 +1,35 @@
 ---
 license: cc-by-sa-4.0
 ---
+
+# Judgment Prediction
+
+## Introduction
+
+## Size
+### Full (L1)
+- all: 328'825
+- validation: 37'485
+- test: 93'908
+- train: 197'432
+
+
+## Load datasets
+
+```python
+dataset = load_dataset("rcds/judgment_prediction")
+```
+
+## Columns
+
+- decision_id: unique identifier for the decision
+- facts: facts section of the decision
+- considerations: considerations section of the decision
+- label: label of the decision
+- law_area: area of law of the decision
+- language: language of the decision
+- year: year of the decision
+- court: court of the decision
+- chamber: chamber of the decision
+- canton: canton of the decision
+- region: region of the decision

data/huggingface/test.jsonl.xz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feeb35939028510807d8c6638dacb8457e9eaa5b49b866a98595e2c968144ff9
+size 494784596

data/huggingface/train.jsonl.xz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a5ebe8a105d4e684bca41a47a73842d4a00e3a9327f291298aad799afd76a29
+size 785717272

data/huggingface/validation.jsonl.xz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bdf1def8540dfb2151870fcdfd90f84dcb1c8d4ac700d0d61d1d513937197da
+size 181713444

data/reports/all/considerations_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,328825,328825
+mean,3216,4494
+std,2716,3955
+min,0,2
+25%,1605,2160
+50%,2585,3579
+75%,4092,5764
+max,208974,275197

data/reports/all/facts_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,328825,328825
+mean,1206,1575
+std,1421,1750
+min,24,120
+25%,460,633
+50%,768,1047
+75%,1384,1841
+max,72424,91155

data/reports/all/label_canton_distribution.csv

@@ -0,0 +1,22 @@
+,canton,number of decisions,percent
+10,AG,1662,0.0051
+15,AR,433,0.0013
+6,BE,8831,0.0269
+12,BL,782,0.0024
+8,BS,4521,0.0137
+0,CH,133694,0.4066
+7,FR,6931,0.0211
+2,GE,35873,0.1091
+19,GL,5,0.0
+9,GR,2470,0.0075
+14,JU,500,0.0015
+18,NE,5,0.0
+16,NW,180,0.0005
+5,SG,14392,0.0438
+17,SO,75,0.0002
+4,TI,31729,0.0965
+1,VD,51109,0.1554
+11,VS,1431,0.0044
+13,ZG,512,0.0016
+3,ZH,33690,0.1025
+20,all,328825,1.0

data/reports/all/label_chamber_distribution.csv

@@ -0,0 +1,203 @@
+,chamber,number of decisions,percent
+167,AG_GB_001,4,0.0
+131,AG_HG_002,42,0.0001
+125,AG_OGA_002,62,0.0002
+147,AG_OGA_003,8,0.0
+182,AG_OGA_004,2,0.0
+170,AG_OGA_999,4,0.0
+94,AG_OG_001,221,0.0007
+96,AG_OG_006,202,0.0006
+70,AG_OG_007,400,0.0012
+80,AG_OG_008,311,0.0009
+127,AG_OG_009,49,0.0001
+138,AG_OG_010,20,0.0001
+137,AG_OG_012,21,0.0001
+152,AG_OG_999,6,0.0
+121,AG_SVWG_001,68,0.0002
+108,AG_SVWG_002,118,0.0004
+107,AG_VB_002,118,0.0004
+154,AG_VSG_002,6,0.0
+157,AR_KG_999,5,0.0
+140,AR_OG_001,17,0.0001
+116,AR_OG_002,88,0.0003
+97,AR_OG_003,185,0.0006
+104,AR_OG_004,132,0.0004
+156,AR_OG_005,6,0.0
+189,BE_AK_001,1,0.0
+180,BE_NAB_003,2,0.0
+103,BE_SRK_001,139,0.0004
+40,BE_VB_001,1280,0.0039
+174,BE_VB_002,3,0.0
+124,BE_VB_003,62,0.0002
+197,BE_VB_004,1,0.0
+155,BE_VB_006,6,0.0
+15,BE_VG_001,7337,0.0223
+64,BL_KG_001,517,0.0016
+87,BL_SG_001,265,0.0008
+24,BS_APG_001,3508,0.0107
+47,BS_SVG_001,1013,0.0031
+55,CH_BGE_001,729,0.0022
+83,CH_BGE_002,283,0.0009
+85,CH_BGE_003,278,0.0008
+53,CH_BGE_004,846,0.0026
+68,CH_BGE_005,454,0.0014
+51,CH_BGE_006,924,0.0028
+61,CH_BGE_007,626,0.0019
+3,CH_BGer_001,13312,0.0405
+6,CH_BGer_002,11256,0.0342
+11,CH_BGer_004,8945,0.0272
+10,CH_BGer_005,8970,0.0273
+17,CH_BGer_006,5424,0.0165
+12,CH_BGer_008,8625,0.0262
+13,CH_BGer_009,7709,0.0234
+79,CH_BGer_010,313,0.001
+19,CH_BGer_011,4906,0.0149
+120,CH_BGer_012,68,0.0002
+195,CH_BGer_015,1,0.0
+7,CH_BGer_016,11000,0.0335
+175,CH_BGer_999,3,0.0
+23,CH_BSTG_001,4643,0.0141
+0,CH_BVGE_001,44374,0.1349
+172,CH_EDÖB_001,3,0.0
+179,CH_WBK_001,2,0.0
+39,FR_TC_001,1384,0.0042
+92,FR_TC_003,225,0.0007
+95,FR_TC_004,215,0.0007
+57,FR_TC_005,712,0.0022
+88,FR_TC_006,261,0.0008
+37,FR_TC_007,1479,0.0045
+86,FR_TC_010,275,0.0008
+30,FR_TC_011,2368,0.0072
+143,FR_TC_012,10,0.0
+176,FR_TC_999,2,0.0
+150,GE_CAPJ_001,7,0.0
+46,GE_CJ_001,1019,0.0031
+42,GE_CJ_002,1103,0.0034
+82,GE_CJ_003,284,0.0009
+75,GE_CJ_004,340,0.001
+54,GE_CJ_005,792,0.0024
+66,GE_CJ_006,474,0.0014
+31,GE_CJ_007,2123,0.0065
+34,GE_CJ_009,1576,0.0048
+168,GE_CJ_010,4,0.0
+26,GE_CJ_011,2560,0.0078
+123,GE_CJ_012,62,0.0002
+5,GE_CJ_013,11660,0.0355
+4,GE_CJ_014,13250,0.0403
+112,GE_CJ_015,93,0.0003
+65,GE_TAPI_001,498,0.0015
+134,GE_TP_001,28,0.0001
+164,GL_OG_001,4,0.0
+193,GL_VG_001,1,0.0
+115,GR_KG_002,89,0.0003
+102,GR_KG_003,143,0.0004
+122,GR_KG_004,62,0.0002
+78,GR_KG_005,328,0.001
+73,GR_KG_006,371,0.0011
+111,GR_KG_007,101,0.0003
+161,GR_KG_010,5,0.0
+72,GR_KG_999,374,0.0011
+100,GR_VG_001,174,0.0005
+89,GR_VG_002,259,0.0008
+90,GR_VG_003,259,0.0008
+106,GR_VG_004,121,0.0004
+98,GR_VG_005,184,0.0006
+139,JU_TC_001,18,0.0001
+114,JU_TC_002,90,0.0003
+119,JU_TC_004,73,0.0002
+84,JU_TC_005,279,0.0008
+135,JU_TC_006,24,0.0001
+153,JU_TC_007,6,0.0
+159,JU_TC_010,5,0.0
+177,JU_TC_999,2,0.0
+173,JU_TPI_006,3,0.0
+192,NE_TC_002,1,0.0
+191,NE_TC_008,1,0.0
+200,NE_TC_009,1,0.0
+190,NE_TC_010,1,0.0
+188,NE_TC_012,1,0.0
+99,NW_OG_001,180,0.0005
+184,SG_KGN_001,2,0.0
+16,SG_KGN_999,5545,0.0169
+185,SG_KG_002,1,0.0
+194,SG_KG_999,1,0.0
+198,SG_OG_006,1,0.0
+105,SG_VB_001,127,0.0004
+38,SG_VGN_001,1410,0.0043
+35,SG_VG_001,1515,0.0046
+20,SG_VSG_001,4887,0.0149
+52,SG_VWEK_001,903,0.0027
+163,SO_OG_002,4,0.0
+136,SO_OG_004,22,0.0001
+187,SO_OG_005,1,0.0
+130,SO_OG_006,42,0.0001
+183,SO_VG_001,2,0.0
+169,SO_VSG_001,4,0.0
+81,TI_CARP_001,296,0.0009
+36,TI_CATI_001,1495,0.0045
+43,TI_CRP_001,1097,0.0033
+93,TI_GIAR_001,223,0.0007
+45,TI_PP_001,1037,0.0032
+9,TI_TCAS_001,9170,0.0279
+21,TI_TCA_001,4769,0.0145
+67,TI_TE_001,466,0.0014
+148,TI_TPC_001,8,0.0
+27,TI_TRAC_001,2535,0.0077
+29,TI_TRAC_002,2475,0.0075
+101,TI_TRAC_003,152,0.0005
+71,TI_TRAC_004,383,0.0012
+41,TI_TRAC_005,1197,0.0036
+22,TI_TRAC_006,4668,0.0142
+76,TI_TRAC_007,336,0.001
+91,TI_TRAP_001,245,0.0007
+63,TI_TRAP_002,566,0.0017
+62,TI_TRPI_001,611,0.0019
+146,VD_TC_001,9,0.0
+32,VD_TC_002,2083,0.0063
+28,VD_TC_003,2483,0.0076
+8,VD_TC_004,9192,0.028
+133,VD_TC_005,29,0.0001
+60,VD_TC_006,673,0.002
+58,VD_TC_007,702,0.0021
+48,VD_TC_008,973,0.003
+25,VD_TC_009,2611,0.0079
+33,VD_TC_010,2029,0.0062
+14,VD_TC_013,7388,0.0225
+149,VD_TC_014,8,0.0
+151,VD_TC_015,7,0.0
+145,VD_TC_016,9,0.0
+59,VD_TC_017,684,0.0021
+126,VD_TC_018,54,0.0002
+50,VD_TC_019,929,0.0028
+142,VD_TC_020,11,0.0
+117,VD_TC_030,83,0.0003
+2,VD_TC_031,21051,0.064
+144,VD_TC_999,10,0.0
+186,VD_TN_001,1,0.0
+113,VD_TPHA_001,90,0.0003
+171,VS_BZG_002,4,0.0
+141,VS_BZG_003,11,0.0
+199,VS_BZG_004,1,0.0
+129,VS_BZG_005,42,0.0001
+166,VS_BZG_006,4,0.0
+178,VS_BZG_007,2,0.0
+160,VS_BZG_008,5,0.0
+181,VS_BZG_009,2,0.0
+69,VS_BZG_999,425,0.0013
+49,VS_TC_001,935,0.0028
+77,ZG_VG_001,328,0.001
+132,ZG_VG_002,40,0.0001
+128,ZG_VG_003,43,0.0001
+110,ZG_VG_004,101,0.0003
+109,ZH_BRK_001,106,0.0003
+118,ZH_HG_001,75,0.0002
+165,ZH_KSG_001,4,0.0
+44,ZH_OG_001,1087,0.0033
+74,ZH_OG_002,349,0.0011
+196,ZH_OG_004,1,0.0
+162,ZH_OG_006,4,0.0
+158,ZH_OG_999,5,0.0
+56,ZH_SRK_001,724,0.0022
+1,ZH_SVG_001,26031,0.0792
+18,ZH_VG_001,5304,0.0161
+201,all,328825,1.0

data/reports/all/label_court_distribution.csv

@@ -0,0 +1,75 @@
+,court,number of decisions,percent
+62,AG_GB,4,0.0
+52,AG_HG,42,0.0001
+22,AG_OG,1230,0.0037
+49,AG_OGA,76,0.0002
+42,AG_SVWG,186,0.0006
+46,AG_VB,118,0.0004
+56,AG_VSG,6,0.0
+58,AR_KG,5,0.0
+38,AR_OG,428,0.0013
+71,BE_AK,1,0.0
+67,BE_NAB,2,0.0
+44,BE_SRK,139,0.0004
+21,BE_VB,1352,0.0041
+7,BE_VG,7337,0.0223
+32,BL_KG,517,0.0016
+40,BL_SG,265,0.0008
+15,BS_APG,3508,0.0107
+25,BS_SVG,1013,0.0031
+14,CH_BGE,4140,0.0126
+0,CH_BGer,80532,0.2449
+13,CH_BSTG,4643,0.0141
+2,CH_BVGE,44374,0.1349
+63,CH_EDÖB,3,0.0
+66,CH_WBK,2,0.0
+8,FR_TC,6931,0.0211
+55,GE_CAPJ,7,0.0
+3,GE_CJ,35340,0.1075
+34,GE_TAPI,498,0.0015
+53,GE_TP,28,0.0001
+61,GL_OG,4,0.0
+70,GL_VG,1,0.0
+18,GR_KG,1473,0.0045
+26,GR_VG,997,0.003
+35,JU_TC,497,0.0015
+64,JU_TPI,3,0.0
+57,NE_TC,5,0.0
+43,NW_OG,180,0.0005
+65,SG_KG,2,0.0
+9,SG_KGN,5547,0.0169
+72,SG_OG,1,0.0
+45,SG_VB,127,0.0004
+16,SG_VG,1515,0.0046
+20,SG_VGN,1410,0.0043
+11,SG_VSG,4887,0.0149
+28,SG_VWEK,903,0.0027
+51,SO_OG,69,0.0002
+68,SO_VG,2,0.0
+59,SO_VSG,4,0.0
+39,TI_CARP,296,0.0009
+17,TI_CATI,1495,0.0045
+23,TI_CRP,1097,0.0033
+41,TI_GIAR,223,0.0007
+24,TI_PP,1037,0.0032
+12,TI_TCA,4769,0.0145
+6,TI_TCAS,9170,0.0279
+37,TI_TE,466,0.0014
+54,TI_TPC,8,0.0
+5,TI_TRAC,11746,0.0357
+29,TI_TRAP,811,0.0025
+31,TI_TRPI,611,0.0019
+1,VD_TC,51018,0.1552
+69,VD_TN,1,0.0
+48,VD_TPHA,90,0.0003
+36,VS_BZG,496,0.0015
+27,VS_TC,935,0.0028
+33,ZG_VG,512,0.0016
+47,ZH_BRK,106,0.0003
+50,ZH_HG,75,0.0002
+60,ZH_KSG,4,0.0
+19,ZH_OG,1446,0.0044
+30,ZH_SRK,724,0.0022
+4,ZH_SVG,26031,0.0792
+10,ZH_VG,5304,0.0161
+73,all,328825,1.0

data/reports/all/label_distribution.csv

@@ -0,0 +1,4 @@
+label,num_occurrences,percent
+dismissal,228822,0.6959
+approval,100003,0.3041
+all,328825,1.0

data/reports/all/label_law_area_distribution.csv

@@ -0,0 +1,7 @@
+,law_area,number of decisions,percent
+2,civil_law,37756,0.1148
+3,penal_law,30233,0.0919
+1,public_law,80907,0.246
+0,social_law,89413,0.2719
+4,uncategorized,90516,0.2753
+5,all,328825,1.0

data/reports/all/label_law_sub_area_distribution.csv

@@ -0,0 +1,14 @@
+,law_sub_area,number of decisions,percent
+9,Allg. Staats- und Verwaltungsrecht,210,0.0006
+7,Arbeitsvertragsrecht,284,0.0009
+5,Enteignungsrecht,466,0.0014
+8,Familienrecht,215,0.0007
+2,Materielles Strafrecht,3107,0.0094
+6,Miet- und Pachtrecht,340,0.001
+4,"Oeffentliches Bau-, Raumplanungs- und Umweltrecht",1407,0.0043
+10,Schuldbetreibungs- und Konkursrecht,144,0.0004
+1,Steuerrecht,3127,0.0095
+3,Strafprozessrecht,2998,0.0091
+11,Wettbewerbs- und Kartellrecht,2,0.0
+0,nan,316525,0.9626
+12,all,328825,1.0

data/reports/all/label_region_distribution.csv

@@ -0,0 +1,10 @@
+,region,number of decisions,percent
+7,Central_Switzerland,692,0.0021
+4,Eastern_Switzerland,17300,0.0526
+5,Espace_Mittelland,16342,0.0497
+0,Federation,133694,0.4066
+6,Northwestern_Switzerland,6965,0.0212
+1,Région lémanique,88413,0.2689
+3,Ticino,31729,0.0965
+2,Zürich,33690,0.1025
+8,all,328825,1.0

data/reports/all/label_year_distribution.csv

@@ -0,0 +1,71 @@
+,year,number of decisions,percent
+43,1954,123,0.0004
+35,1955,158,0.0005
+46,1956,115,0.0003
+48,1957,113,0.0003
+47,1958,114,0.0003
+54,1959,103,0.0003
+55,1960,100,0.0003
+58,1961,82,0.0002
+56,1962,88,0.0003
+49,1963,112,0.0003
+44,1964,122,0.0004
+40,1965,125,0.0004
+52,1966,107,0.0003
+42,1967,123,0.0004
+53,1968,105,0.0003
+45,1969,119,0.0004
+37,1970,143,0.0004
+38,1971,140,0.0004
+33,1972,190,0.0006
+32,1973,196,0.0006
+34,1974,184,0.0006
+31,1975,209,0.0006
+36,1976,151,0.0005
+39,1977,136,0.0004
+50,1978,109,0.0003
+41,1979,123,0.0004
+51,1980,108,0.0003
+57,1981,85,0.0003
+60,1982,79,0.0002
+59,1983,79,0.0002
+62,1984,62,0.0002
+63,1985,59,0.0002
+64,1986,53,0.0002
+66,1987,41,0.0001
+67,1988,35,0.0001
+65,1989,44,0.0001
+68,1990,13,0.0
+61,1991,79,0.0002
+29,1992,290,0.0009
+28,1993,309,0.0009
+30,1994,230,0.0007
+27,1995,911,0.0028
+26,1996,1060,0.0032
+25,1997,1108,0.0034
+24,1998,1229,0.0037
+23,1999,1269,0.0039
+22,2000,4322,0.0131
+21,2001,4697,0.0143
+20,2002,5346,0.0163
+19,2003,7550,0.023
+18,2004,8008,0.0244
+17,2005,9168,0.0279
+16,2006,10125,0.0308
+15,2007,11533,0.0351
+14,2008,12487,0.038
+11,2009,15462,0.047
+8,2010,16430,0.05
+13,2011,15110,0.046
+10,2012,15524,0.0472
+9,2013,15829,0.0481
+7,2014,17057,0.0519
+6,2015,18251,0.0555
+5,2016,18359,0.0558
+3,2017,19126,0.0582
+1,2018,20128,0.0612
+0,2019,20179,0.0614
+2,2020,19642,0.0597
+4,2021,18606,0.0566
+12,2022,15353,0.0467
+69,all,328825,1.0

data/reports/all/origin_considerations_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,283,283
+mean,5324,6472
+std,3751,4603
+min,156,168
+25%,2833,3550
+50%,4488,5244
+75%,6542,7846
+max,28467,35531

data/reports/all/origin_facts_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,315,315
+mean,2588,3099
+std,4878,6295
+min,0,2
+25%,712,864
+50%,1472,1642
+75%,2604,2979
+max,44529,57650

data/reports/test/considerations_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,93908,93908
+mean,3937,5426
+std,3203,4779
+min,0,2
+25%,2015,2657
+50%,3204,4322
+75%,5046,6933
+max,202326,275197

data/reports/test/facts_input_length_distribution.csv

@@ -0,0 +1,9 @@
+measure,num_tokens_spacy,num_tokens_bert
+count,93908,93908
+mean,1356,1744
+std,1532,1904
+min,82,140
+25%,503,672
+50%,866,1141
+75%,1598,2079
+max,40038,45883

data/reports/test/label_canton_distribution.csv

@@ -0,0 +1,22 @@
+,canton,number of decisions,percent
+9,AG,1619,0.0172
+15,AR,292,0.0031
+5,BE,4574,0.0487
+13,BL,333,0.0035
+8,BS,2735,0.0291
+0,CH,31409,0.3345
+6,FR,4187,0.0446
+2,GE,13690,0.1458
+18,GL,4,0.0
+10,GR,1065,0.0113
+14,JU,317,0.0034
+19,NE,2,0.0
+16,NW,177,0.0019
+7,SG,3580,0.0381
+17,SO,53,0.0006
+4,TI,4975,0.053
+1,VD,14822,0.1578
+11,VS,617,0.0066
+12,ZG,512,0.0055
+3,ZH,8945,0.0953
+20,all,93908,1.0

data/reports/test/label_chamber_distribution.csv

@@ -0,0 +1,157 @@
+,chamber,number of decisions,percent
+96,AG_HG_002,42,0.0004
+88,AG_OGA_002,62,0.0007
+117,AG_OGA_003,8,0.0001
+144,AG_OGA_004,1,0.0
+56,AG_OG_001,221,0.0024
+58,AG_OG_006,202,0.0022
+43,AG_OG_007,400,0.0043
+50,AG_OG_008,311,0.0033
+92,AG_OG_009,49,0.0005
+110,AG_OG_010,20,0.0002
+108,AG_OG_012,21,0.0002
+124,AG_OG_999,5,0.0001
+100,AG_SVWG_001,35,0.0004
+74,AG_SVWG_002,118,0.0013
+75,AG_VB_002,118,0.0013
+121,AG_VSG_002,6,0.0001
+125,AR_KG_999,4,0.0
+133,AR_OG_001,3,0.0
+87,AR_OG_002,63,0.0007
+77,AR_OG_003,117,0.0012
+79,AR_OG_004,105,0.0011
+139,BE_NAB_003,2,0.0
+78,BE_SRK_001,113,0.0012
+32,BE_VB_001,751,0.008
+145,BE_VB_002,1,0.0
+103,BE_VB_003,33,0.0004
+120,BE_VB_006,6,0.0001
+5,BE_VG_001,3668,0.0391
+55,BL_KG_001,241,0.0026
+83,BL_SG_001,92,0.001
+15,BS_APG_001,1802,0.0192
+27,BS_SVG_001,933,0.0099
+147,CH_BGE_005,1,0.0
+149,CH_BGE_007,1,0.0
+8,CH_BGer_001,2867,0.0305
+9,CH_BGer_002,2770,0.0295
+18,CH_BGer_004,1668,0.0178
+13,CH_BGer_005,1830,0.0195
+16,CH_BGer_006,1730,0.0184
+11,CH_BGer_008,2168,0.0231
+17,CH_BGer_009,1713,0.0182
+23,CH_BGer_011,1075,0.0114
+130,CH_BGer_999,3,0.0
+19,CH_BSTG_001,1624,0.0173
+0,CH_BVGE_001,13959,0.1486
+30,FR_TC_001,832,0.0089
+66,FR_TC_003,145,0.0015
+71,FR_TC_004,125,0.0013
+41,FR_TC_005,412,0.0044
+68,FR_TC_006,138,0.0015
+26,FR_TC_007,971,0.0103
+72,FR_TC_010,121,0.0013
+20,FR_TC_011,1441,0.0153
+140,FR_TC_999,2,0.0
+122,GE_CAPJ_001,6,0.0001
+36,GE_CJ_001,515,0.0055
+35,GE_CJ_002,601,0.0064
+90,GE_CJ_003,60,0.0006
+61,GE_CJ_004,177,0.0019
+42,GE_CJ_005,410,0.0044
+53,GE_CJ_006,247,0.0026
+34,GE_CJ_007,633,0.0067
+31,GE_CJ_009,815,0.0087
+10,GE_CJ_011,2233,0.0238
+6,GE_CJ_013,3653,0.0389
+2,GE_CJ_014,3865,0.0412
+89,GE_CJ_015,62,0.0007
+44,GE_TAPI_001,392,0.0042
+109,GE_TP_001,21,0.0002
+129,GL_OG_001,3,0.0
+150,GL_VG_001,1,0.0
+94,GR_KG_002,45,0.0005
+84,GR_KG_003,92,0.001
+106,GR_KG_004,26,0.0003
+82,GR_KG_005,94,0.001
+63,GR_KG_006,171,0.0018
+97,GR_KG_007,42,0.0004
+136,GR_KG_010,2,0.0
+81,GR_VG_001,98,0.001
+64,GR_VG_002,150,0.0016
+67,GR_VG_003,142,0.0015
+85,GR_VG_004,77,0.0008
+70,GR_VG_005,126,0.0013
+115,JU_TC_001,10,0.0001
+93,JU_TC_002,47,0.0005
+86,JU_TC_004,69,0.0007
+62,JU_TC_005,175,0.0019
+118,JU_TC_006,7,0.0001
+127,JU_TC_007,3,0.0
+135,JU_TC_010,2,0.0
+146,JU_TC_999,1,0.0
+134,JU_TPI_006,3,0.0
+151,NE_TC_009,1,0.0
+153,NE_TC_012,1,0.0
+60,NW_OG_001,177,0.0019
+24,SG_KGN_999,1072,0.0114
+69,SG_VB_001,127,0.0014
+48,SG_VGN_001,325,0.0035
+40,SG_VG_001,428,0.0046
+21,SG_VSG_001,1385,0.0147
+54,SG_VWEK_001,243,0.0026
+131,SO_OG_002,3,0.0
+114,SO_OG_004,11,0.0001
+152,SO_OG_005,1,0.0
+101,SO_OG_006,35,0.0004
+137,SO_VG_001,2,0.0
+148,SO_VSG_001,1,0.0
+105,TI_CARP_001,31,0.0003
+37,TI_CATI_001,497,0.0053
+14,TI_TCAS_001,1802,0.0192
+33,TI_TCA_001,731,0.0078
+132,TI_TPC_001,3,0.0
+49,TI_TRAC_001,314,0.0033
+52,TI_TRAC_002,249,0.0027
+76,TI_TRAC_003,118,0.0013
+59,TI_TRAC_004,193,0.0021
+154,TI_TRAC_005,1,0.0
+28,TI_TRAC_006,885,0.0094
+73,TI_TRAC_007,118,0.0013
+102,TI_TRAP_002,33,0.0004
+126,VD_TC_001,4,0.0
+25,VD_TC_002,980,0.0104
+22,VD_TC_003,1109,0.0118
+7,VD_TC_004,3552,0.0378
+112,VD_TC_005,18,0.0002
+91,VD_TC_007,49,0.0005
+38,VD_TC_008,470,0.005
+29,VD_TC_009,842,0.009
+45,VD_TC_010,350,0.0037
+4,VD_TC_013,3682,0.0392
+119,VD_TC_020,6,0.0001
+111,VD_TC_030,20,0.0002
+3,VD_TC_031,3719,0.0396
+123,VD_TC_999,5,0.0001
+113,VD_TPHA_001,16,0.0002
+128,VS_BZG_002,3,0.0
+116,VS_BZG_003,9,0.0001
+107,VS_BZG_005,24,0.0003
+141,VS_BZG_006,2,0.0
+142,VS_BZG_007,1,0.0
+51,VS_BZG_999,252,0.0027
+47,VS_TC_001,326,0.0035
+46,ZG_VG_001,328,0.0035
+98,ZG_VG_002,40,0.0004
+95,ZG_VG_003,43,0.0005
+80,ZG_VG_004,101,0.0011
+99,ZH_BRK_001,38,0.0004
+104,ZH_HG_001,31,0.0003
+39,ZH_OG_001,448,0.0048
+65,ZH_OG_002,146,0.0016
+143,ZH_OG_004,1,0.0
+138,ZH_OG_999,2,0.0
+57,ZH_SRK_001,210,0.0022
+1,ZH_SVG_001,6216,0.0662
+12,ZH_VG_001,1853,0.0197
+155,all,93908,1.0

data/reports/test/label_court_distribution.csv

@@ -0,0 +1,62 @@
+,court,number of decisions,percent
+41,AG_HG,42,0.0004
+13,AG_OG,1229,0.0131
+39,AG_OGA,71,0.0008
+34,AG_SVWG,153,0.0016
+36,AG_VB,118,0.0013
+48,AG_VSG,6,0.0001
+50,AR_KG,4,0.0
+29,AR_OG,288,0.0031
+56,BE_NAB,2,0.0
+37,BE_SRK,113,0.0012
+16,BE_VB,791,0.0084
+6,BE_VG,3668,0.0391
+31,BL_KG,241,0.0026
+38,BL_SG,92,0.001
+9,BS_APG,1802,0.0192
+15,BS_SVG,933,0.0099
+55,CH_BGE,2,0.0
+0,CH_BGer,15824,0.1685
+11,CH_BSTG,1624,0.0173
+2,CH_BVGE,13959,0.1486
+5,FR_TC,4187,0.0446
+49,GE_CAPJ,6,0.0001
+3,GE_CJ,13271,0.1413
+24,GE_TAPI,392,0.0042
+46,GE_TP,21,0.0002
+51,GL_OG,3,0.0
+59,GL_VG,1,0.0
+22,GR_KG,472,0.005
+19,GR_VG,593,0.0063
+27,JU_TC,314,0.0033
+52,JU_TPI,3,0.0
+54,NE_TC,2,0.0
+33,NW_OG,177,0.0019
+14,SG_KGN,1072,0.0114
+35,SG_VB,127,0.0014
+23,SG_VG,428,0.0046
+26,SG_VGN,325,0.0035
+12,SG_VSG,1385,0.0147
+30,SG_VWEK,243,0.0026
+40,SO_OG,50,0.0005
+57,SO_VG,2,0.0
+58,SO_VSG,1,0.0
+44,TI_CARP,31,0.0003
+21,TI_CATI,497,0.0053
+17,TI_TCA,731,0.0078
+10,TI_TCAS,1802,0.0192
+53,TI_TPC,3,0.0
+7,TI_TRAC,1878,0.02
+43,TI_TRAP,33,0.0004
+1,VD_TC,14806,0.1577
+47,VD_TPHA,16,0.0002
+28,VS_BZG,291,0.0031
+25,VS_TC,326,0.0035
+20,ZG_VG,512,0.0055
+42,ZH_BRK,38,0.0004
+45,ZH_HG,31,0.0003
+18,ZH_OG,597,0.0064
+32,ZH_SRK,210,0.0022
+4,ZH_SVG,6216,0.0662
+8,ZH_VG,1853,0.0197
+60,all,93908,1.0