final stats, need to format

README.md

@@ -253,3 +253,259 @@ respectively). It is overwhelmingly composed of adult websites (4.6 mio), phishi
 *Towards Trustworthy AI Agents for Information Veracity and the EPSRC Turing AI World-Leading Research Fellowship No. EP/X040062/1 and EPSRC AI
 Hub No. EP/Y028872/1*. This research was also enabled in part by compute resources provided by Mila (mila.quebec) and Compute Canada.
 
+
+
+pool.csv: 5671880
+downsampled.csv: 149086
+
+Reliability continuous
+----------------------
+count=11980  min=0.0000  p25=0.4337  median=0.6420  mean=0.5911  p75=0.7491  max=1.0000
+range       domains
+[0.0, 0.1)  49
+[0.1, 0.2)  161
+[0.2, 0.3)  809
+[0.3, 0.4)  1252
+[0.4, 0.5)  1751
+[0.5, 0.6)  1133
+[0.6, 0.7)  2415
+[0.7, 0.8)  2969
+[0.8, 0.9)  1356
+[0.9, 1.0]  84
+
+Reliability 3-class
+-------------------
+value   domains
+low     6440
+high    5426
+medium  309
+
+Reliability categories
+----------------------
+value                              domains
+adult                              15000
+gambling                           14993
+shopping                           14939
+cryptojacking                      14918
+games                              14905
+jobsearch                          13752
+phishing                           13586
+malware                            13553
+bank                               6316
+dating                             6268
+vpn                                6030
+press                              4524
+publicite                          4424
+audio-video                        3475
+sports                             2295
+coord                              1662
+blog & forums                      1654
+non-phishing                       1418
+fake news                          1398
+bitcoin                            1280
+political misinformation           1094
+filehosting                        823
+manga                              652
+social_networks                    651
+impersonating                      586
+drogue                             583
+celebrity                          565
+radio                              549
+stalkerware                        517
+financial                          454
+webmail                            406
+dicts                              279
+agressif                           278
+tools                              198
+chat                               193
+Fake news                          191
+translation                        176
+legal                              171
+lingerie                           162
+health                             155
+cult                               141
+Other networks                     117
+marketingware                      77
+Pseudoscience and junk science     72
+ai                                 72
+child                              70
+cleaning                           67
+Generative AI                      65
+Imposter site                      49
+mobile-phone                       47
+hate speech                        45
+dangerous_material                 41
+cooking                            37
+Parody site                        36
+fact-checkers                      35
+astrology                          27
+Fraudulent fact-checking websites  21
+Hate groups                        18
+sexual_education                   17
+educational_games                  8
+hyper-partisan                     5
+Fraudulent virtual encyclopedias   2
+Global                             2
+religious associations             1
+special                            1
+
+Factuality categories
+---------------------
+value      domains
+medium     5889
+high       3962
+low        2089
+very low   230
+very high  103
+
+Bias continuous
+---------------
+count=11477  min=0.2625  p25=0.5043  median=0.6553  mean=0.6454  p75=0.7696  max=0.9988
+range       domains
+[0.2, 0.3)  4
+[0.3, 0.4)  504
+[0.4, 0.5)  2327
+[0.5, 0.6)  1592
+[0.6, 0.7)  2384
+[0.7, 0.8)  2549
+[0.8, 0.9)  1867
+[0.9, 1.0]  250
+
+Bias categories
+---------------
+value          domains
+right-center   969
+least biased   966
+left-center    757
+right          483
+left           305
+far-right      270
+pseudoscience  256
+conspiracy     202
+pro-science    118
+far-left       23
+pro- science   1
+
+
+
+Target values
+-------------
+value                     domains
+USA                       3640
+Czech Republic            360
+India                     348
+Europe                    317
+China                     241
+Global                    221
+United Kingdom            190
+Canada                    183
+North Macedonia           178
+Myanmar                   97
+Iran                      94
+Ghana                     82
+Ukraine                   58
+Australia                 46
+Georgia                   45
+France                    38
+Hong Kong                 36
+Israel                    34
+Russia                    34
+Germany                   28
+Africa                    27
+Japan                     26
+Italy                     24
+South Korea               24
+Turkey                    21
+South Africa              20
+Cambodia                  17
+Taiwan                    17
+Central African Republic  16
+Netherlands               16
+Pakistan                  14
+Spain                     14
+Sweden                    14
+United Arab Emirates      14
+Switzerland               13
+Brazil                    12
+Ireland                   12
+Egypt                     10
+Mexico                    10
+Romania                   10
+Kosovo                    9
+Philippines               9
+Tunisia                   9
+Argentina                 8
+Austria                   8
+Belgium                   8
+Nigeria                   8
+Poland                    7
+Bangladesh                6
+Ecuador                   6
+Greece                    6
+South Asia                6
+Cyprus                    5
+Denmark                   5
+Finland                   5
+Indonesia                 5
+Malaysia                  5
+Venezuela                 5
+Bulgaria                  4
+Kenya                     4
+Norway                    4
+Oceania                   4
+Saudi Arabia              4
+Thailand                  4
+Algeria                   3
+New Zealand               3
+Serbia                    3
+Singapore                 3
+Tanzania                  3
+Albania                   2
+Armenia                   2
+Chile                     2
+Colombia                  2
+Croatia                   2
+Iceland                   2
+Iraq                      2
+Jordan                    2
+Lebanon                   2
+Lithuania                 2
+North Korea               2
+Portugal                  2
+Slovenia                  2
+Sri Lanka                 2
+Andorra                   1
+Belarus                   1
+Beligium                  1
+Bosnia and Herzegovina    1
+Cameroon                  1
+Costa Rica                1
+Cuba                      1
+Estonia                   1
+Guam                      1
+Guinea                    1
+Hungary                   1
+Latvia                    1
+Luxembourg                1
+Morocco                   1
+Puerto Rico               1
+Qatar                     1
+Syria                     1
+Uruguay                   1
+Zimbabwe                  1
+
+Perpetrator values
+------------------
+value      domains
+Russia     551
+China      206
+Israel     143
+India      52
+Hong Kong  34
+Turkey     21
+Iran       18
+Europe     3
+Lebanon    2
+Thailand   2
+Benin      1
+USA        1