The DSA Transparency Database: Protection of Minors

Summary

Attribute Value
Dates 2023-09-25 to 2025-03-02 (inclusive)
Platforms reporting Protection of Minors SoRs 11 out of 44 include keywords, 8 include CSAM
Protection of Minors SoRs 59.3 megarows out of 27.2 gigarows or 0.2%
Protection of Minors SoRs with keywords 9.9% of category vs 3.4% of all SoRs
Size of in-memory frames 49.3 gigabyte
Variable Value
total_rows 27,103,404,236
total_rows_with_keywords 493,395,977
⠀ ⠀
batch_count 34,232
⠀ ⠀
rows 58,868,237
keywords 5,609,725
rows_with_keywords 5,609,706
max_keywords_per_row 3
⠀ ⠀
null_decision 0
visibility_decision_only 49,564,353
monetary_decision_only 1
provision_decision_only 5,543,082
account_decision_only 3,551,761
visibility_monetary_decision 27,829
visibility_provision_decision 12,863
visibility_account_decision 28,079
monetary_provision_decision 0
monetary_account_decision 0
provision_account_decision 0
monetary_provision_account_decision 0
visibility_provision_account_decision 140,269
visibility_monetary_account_decision 0
visibility_monetary_provision_decision 0
all_kinds_decision 0
⠀ ⠀
max_visibility_per_row 2
visibility_values 49,814,189
rows_with_visibility 49,773,393
null_visibility_decision 9,094,844
⠀ ⠀
content_removed 15,193,845
content_disabled 550,944
content_demoted 31,749
content_age_restricted 10,734,389
content_interaction_restricted 0
content_labeled 5
other_visibility 23,303,257
⠀ ⠀
monetary_suspension 0
monetary_termination 27,830
monetary_other 0
null_monetary_decision 58,840,407
⠀ ⠀
provision_partial_suspension 5,545,043
provision_total_suspension 148,516
provision_partial_termination 322
provision_total_termination 2,333
null_provision_decision 53,172,023
⠀ ⠀
account_suspended 561,791
account_suspended_null_date 557,756
account_suspended_until_date 4,035
account_suspended_until_date_pct 0.718
account_terminated 3,158,318
account_terminated_null_date 3,158,318
account_terminated_until_date 0
null_account_decision 55,148,128
⠀ ⠀
account_type_business 471,556
account_type_private 3,355
null_account_type 58,393,326
⠀ ⠀
illegal_content 180,756
incompatible_content 58,687,481
null_decision_ground 0
incompatible_content_illegal_yes 3,880,041
incompatible_content_illegal_no 292,897
null_incompatible_content_illegal 54,695,299
⠀ ⠀
source_article_16 245,856
source_trusted_flagger 671
source_other_notification 608,915
source_voluntary 58,012,795
null_source_type 0
⠀ ⠀
automated_detection_yes 50,230,565
automated_detection_no 8,637,672
null_automated_detection 0
automated_decision_fully 30,532,197
automated_decision_partially 4,178,437
automated_decision_not_automated 24,157,603
null_automated_decision 0
⠀ ⠀
csam 3,135,143
csam_pct 5.326
⠀ ⠀
csam_null_decision 0
csam_visibility_decision_only 177,548
csam_monetary_decision_only 0
csam_provision_decision_only 2,346,130
csam_account_decision_only 475,306
csam_visibility_monetary_decision 0
csam_visibility_provision_decision 0
csam_visibility_account_decision 1
csam_monetary_provision_decision 0
csam_monetary_account_decision 0
csam_provision_account_decision 0
csam_monetary_provision_account_decision 0
csam_visibility_provision_account_decision 136,158
csam_visibility_monetary_account_decision 0
csam_visibility_monetary_provision_decision 0
csam_all_kinds_decision 0
⠀ ⠀
csam_max_visibility_per_row 1
csam_visibility_values 313,707
csam_rows_with_visibility 313,707
csam_null_visibility_decision 2,821,436
⠀ ⠀
csam_content_removed 174,406
csam_content_disabled 3,134
csam_content_demoted 0
csam_content_age_restricted 0
csam_content_interaction_restricted 0
csam_content_labeled 0
csam_other_visibility 136,167
⠀ ⠀
csam_monetary_suspension 0
csam_monetary_termination 0
csam_monetary_other 0
csam_null_monetary_decision 3,135,143
⠀ ⠀
csam_provision_partial_suspension 2,346,130
csam_provision_total_suspension 136,152
csam_provision_partial_termination 0
csam_provision_total_termination 6
csam_null_provision_decision 652,855
⠀ ⠀
csam_account_suspended 369,405
csam_account_suspended_null_date 369,405
csam_account_suspended_until_date 0
csam_account_terminated 242,060
csam_account_terminated_null_date 242,060
csam_account_terminated_until_date 0
csam_null_account_decision 2,523,678
⠀ ⠀
csam_account_type_business 0
csam_account_type_private 96
csam_null_account_type 3,135,047
⠀ ⠀
csam_illegal_content 136,167
csam_incompatible_content 2,998,976
csam_null_decision_ground 0
csam_incompatible_content_illegal_yes 2,997,235
csam_incompatible_content_illegal_no 0
csam_null_incompatible_content_illegal 137,908
⠀ ⠀
csam_source_article_16 150,679
csam_source_trusted_flagger 645
csam_source_other_notification 136,700
csam_source_voluntary 2,847,119
csam_null_source_type 0
⠀ ⠀
csam_automated_detection_yes 1,617,674
csam_automated_detection_no 1,517,469
csam_null_automated_detection 0
csam_automated_decision_fully 1,758,500
csam_automated_decision_partially 3
csam_automated_decision_not_automated 1,376,640
csam_null_automated_decision 0

Table Schemas

Source Data
Column Type
uuid String
decision_visibility List(Enum(categories=['DECISION_VISIBILITY_CONTENT_REMOVED', 'DECISION_VISIBILITY_CONTENT_DISABLED', 'DECISION_VISIBILITY_CONTENT_DEMOTED', 'DECISION_VISIBILITY_CONTENT_AGE_RESTRICTED', 'DECISION_VISIBILITY_CONTENT_INTERACTION_RESTRICTED', 'DECISION_VISIBILITY_CONTENT_LABELLED', 'DECISION_VISIBILITY_OTHER']))
decision_visibility_other String
end_date_visibility_restriction Datetime(time_unit='ms', time_zone=None)
decision_monetary Enum(categories=['DECISION_MONETARY_SUSPENSION', 'DECISION_MONETARY_TERMINATION', 'DECISION_MONETARY_OTHER'])
decision_monetary_other String
end_date_monetary_restriction Datetime(time_unit='ms', time_zone=None)
decision_provision Enum(categories=['DECISION_PROVISION_PARTIAL_SUSPENSION', 'DECISION_PROVISION_TOTAL_SUSPENSION', 'DECISION_PROVISION_PARTIAL_TERMINATION', 'DECISION_PROVISION_TOTAL_TERMINATION'])
end_date_service_restriction Datetime(time_unit='ms', time_zone=None)
decision_account Enum(categories=['DECISION_ACCOUNT_SUSPENDED', 'DECISION_ACCOUNT_TERMINATED'])
end_date_account_restriction Datetime(time_unit='ms', time_zone=None)
account_type Enum(categories=['ACCOUNT_TYPE_BUSINESS', 'ACCOUNT_TYPE_PRIVATE'])
decision_ground Enum(categories=['DECISION_GROUND_ILLEGAL_CONTENT', 'DECISION_GROUND_INCOMPATIBLE_CONTENT'])
decision_ground_reference_url String
illegal_content_legal_ground String
illegal_content_explanation String
incompatible_content_ground String
incompatible_content_explanation String
incompatible_content_illegal Enum(categories=['Yes', 'No'])
category Enum(categories=['STATEMENT_CATEGORY_ANIMAL_WELFARE', 'STATEMENT_CATEGORY_CONSUMER_INFORMATION', 'STATEMENT_CATEGORY_CYBER_VIOLENCE', 'STATEMENT_CATEGORY_CYBER_VIOLENCE_AGAINST_WOMEN', 'STATEMENT_CATEGORY_DATA_PROTECTION_AND_PRIVACY_VIOLATIONS', 'STATEMENT_CATEGORY_ILLEGAL_OR_HARMFUL_SPEECH', 'STATEMENT_CATEGORY_INTELLECTUAL_PROPERTY_INFRINGEMENTS', 'STATEMENT_CATEGORY_NEGATIVE_EFFECTS_ON_CIVIC_DISCOURSE_OR_ELECTIONS', 'STATEMENT_CATEGORY_NON_CONSENSUAL_BEHAVIOUR', 'STATEMENT_CATEGORY_NOT_SPECIFIED_NOTICE', 'STATEMENT_CATEGORY_PORNOGRAPHY_OR_SEXUALIZED_CONTENT', 'STATEMENT_CATEGORY_PROTECTION_OF_MINORS', 'STATEMENT_CATEGORY_RISK_FOR_PUBLIC_SECURITY', 'STATEMENT_CATEGORY_SCAMS_AND_FRAUD', 'STATEMENT_CATEGORY_SELF_HARM', 'STATEMENT_CATEGORY_SCOPE_OF_PLATFORM_SERVICE', 'STATEMENT_CATEGORY_OTHER_VIOLATION_TC', 'STATEMENT_CATEGORY_UNSAFE_AND_ILLEGAL_PRODUCTS', 'STATEMENT_CATEGORY_UNSAFE_AND_PROHIBITED_PRODUCTS', 'STATEMENT_CATEGORY_VIOLENCE'])
category_addition List(Enum(categories=['STATEMENT_CATEGORY_ANIMAL_WELFARE', 'STATEMENT_CATEGORY_CONSUMER_INFORMATION', 'STATEMENT_CATEGORY_CYBER_VIOLENCE', 'STATEMENT_CATEGORY_CYBER_VIOLENCE_AGAINST_WOMEN', 'STATEMENT_CATEGORY_DATA_PROTECTION_AND_PRIVACY_VIOLATIONS', 'STATEMENT_CATEGORY_ILLEGAL_OR_HARMFUL_SPEECH', 'STATEMENT_CATEGORY_INTELLECTUAL_PROPERTY_INFRINGEMENTS', 'STATEMENT_CATEGORY_NEGATIVE_EFFECTS_ON_CIVIC_DISCOURSE_OR_ELECTIONS', 'STATEMENT_CATEGORY_NON_CONSENSUAL_BEHAVIOUR', 'STATEMENT_CATEGORY_NOT_SPECIFIED_NOTICE', 'STATEMENT_CATEGORY_PORNOGRAPHY_OR_SEXUALIZED_CONTENT', 'STATEMENT_CATEGORY_PROTECTION_OF_MINORS', 'STATEMENT_CATEGORY_RISK_FOR_PUBLIC_SECURITY', 'STATEMENT_CATEGORY_SCAMS_AND_FRAUD', 'STATEMENT_CATEGORY_SELF_HARM', 'STATEMENT_CATEGORY_SCOPE_OF_PLATFORM_SERVICE', 'STATEMENT_CATEGORY_OTHER_VIOLATION_TC', 'STATEMENT_CATEGORY_UNSAFE_AND_ILLEGAL_PRODUCTS', 'STATEMENT_CATEGORY_UNSAFE_AND_PROHIBITED_PRODUCTS', 'STATEMENT_CATEGORY_VIOLENCE']))
category_specification List(Enum(categories=['KEYWORD_ANIMAL_HARM', 'KEYWORD_UNLAWFUL_SALE_ANIMALS', 'KEYWORD_HIDDEN_ADVERTISEMENT', 'KEYWORD_INSUFFICIENT_INFORMATION_ON_TRADERS', 'KEYWORD_MISLEADING_INFO_CONSUMER_RIGHTS', 'KEYWORD_MISLEADING_INFO_GOODS_SERVICES', 'KEYWORD_NONCOMPLIANCE_PRICING', 'KEYWORD_CYBER_BULLYING_INTIMIDATION', 'KEYWORD_CYBER_HARASSMENT', 'KEYWORD_CYBER_INCITEMENT', 'KEYWORD_CYBER_STALKING', 'KEYWORD_NON_CONSENSUAL_IMAGE_SHARING', 'KEYWORD_NON_CONSENSUAL_MATERIAL_DEEPFAKE', 'KEYWORD_BULLYING_AGAINST_GIRLS', 'KEYWORD_CYBER_HARASSMENT_AGAINST_WOMEN', 'KEYWORD_CYBER_STALKING_AGAINST_WOMEN', 'KEYWORD_FEMALE_GENDERED_DISINFORMATION', 'KEYWORD_INCITEMENT_AGAINST_WOMEN', 'KEYWORD_NON_CONSENSUAL_IMAGE_SHARING_AGAINST_WOMEN', 'KEYWORD_NON_CONSENSUAL_MATERIAL_DEEPFAKE_AGAINST_WOMEN', 'KEYWORD_BIOMETRIC_DATA_BREACH', 'KEYWORD_MISSING_PROCESSING_GROUND', 'KEYWORD_RIGHT_TO_BE_FORGOTTEN', 'KEYWORD_DATA_FALSIFICATION', 'KEYWORD_DEFAMATION', 'KEYWORD_DISCRIMINATION', 'KEYWORD_HATE_SPEECH', 'KEYWORD_COPYRIGHT_INFRINGEMENT', 'KEYWORD_DESIGN_INFRINGEMENT', 'KEYWORD_GEOGRAPHIC_INDICATIONS_INFRINGEMENT', 'KEYWORD_PATENT_INFRINGEMENT', 'KEYWORD_TRADE_SECRET_INFRINGEMENT', 'KEYWORD_TRADEMARK_INFRINGEMENT', 'KEYWORD_DISINFORMATION', 'KEYWORD_MISINFORMATION', 'KEYWORD_MISINFORMATION_DISINFORMATION', 'KEYWORD_VIOLATION_EU_LAW', 'KEYWORD_VIOLATION_NATIONAL_LAW', 'KEYWORD_FOREIGN_INFORMATION_MANIPULATION', 'KEYWORD_NON_CONSENSUAL_ITEMS_DEEPFAKE', 'KEYWORD_ONLINE_BULLYING_INTIMIDATION', 'KEYWORD_STALKING', 'KEYWORD_ADULT_SEXUAL_MATERIAL', 'KEYWORD_IMAGE_BASED_SEXUAL_ABUSE', 'KEYWORD_AGE_SPECIFIC_RESTRICTIONS_MINORS', 'KEYWORD_CHILD_SEXUAL_ABUSE_MATERIAL', 'KEYWORD_CHILD_SEXUAL_ABUSE_MATERIAL_DEEPFAKE', 'KEYWORD_GROOMING_SEXUAL_ENTICEMENT_MINORS', 'KEYWORD_UNSAFE_CHALLENGES', 'KEYWORD_ILLEGAL_ORGANIZATIONS', 'KEYWORD_RISK_ENVIRONMENTAL_DAMAGE', 'KEYWORD_RISK_PUBLIC_HEALTH', 'KEYWORD_TERRORIST_CONTENT', 'KEYWORD_INAUTHENTIC_ACCOUNTS', 'KEYWORD_INAUTHENTIC_LISTINGS', 'KEYWORD_INAUTHENTIC_USER_REVIEWS', 'KEYWORD_IMPERSONATION_ACCOUNT_HIJACKING', 'KEYWORD_PHISHING', 'KEYWORD_PYRAMID_SCHEMES', 'KEYWORD_CONTENT_PROMOTING_EATING_DISORDERS', 'KEYWORD_SELF_MUTILATION', 'KEYWORD_SUICIDE', 'KEYWORD_AGE_SPECIFIC_RESTRICTIONS', 'KEYWORD_GEOGRAPHICAL_REQUIREMENTS', 'KEYWORD_GOODS_SERVICES_NOT_PERMITTED', 'KEYWORD_LANGUAGE_REQUIREMENTS', 'KEYWORD_NUDITY', 'KEYWORD_INSUFFICIENT_INFORMATION_TRADERS', 'KEYWORD_PROHIBITED_PRODUCTS', 'KEYWORD_UNSAFE_PRODUCTS', 'KEYWORD_REGULATED_GOODS_SERVICES', 'KEYWORD_DANGEROUS_TOYS', 'KEYWORD_COORDINATED_HARM', 'KEYWORD_GENDER_BASED_VIOLENCE', 'KEYWORD_HUMAN_EXPLOITATION', 'KEYWORD_HUMAN_TRAFFICKING', 'KEYWORD_INCITEMENT_VIOLENCE_HATRED', 'KEYWORD_TRAFFICKING_WOMEN_GIRLS', 'KEYWORD_OTHER']))
category_specification_other String
content_type List(Enum(categories=['CONTENT_TYPE_APP', 'CONTENT_TYPE_AUDIO', 'CONTENT_TYPE_IMAGE', 'CONTENT_TYPE_PRODUCT', 'CONTENT_TYPE_SYNTHETIC_MEDIA', 'CONTENT_TYPE_TEXT', 'CONTENT_TYPE_VIDEO', 'CONTENT_TYPE_OTHER']))
content_type_other String
content_language Enum(categories=['AA', 'AB', 'AE', 'AF', 'AK', 'AM', 'AN', 'AR', 'AS', 'AV', 'AY', 'AZ', 'BA', 'BE', 'BG', 'BI', 'BM', 'BN', 'BO', 'BR', 'BS', 'CA', 'CE', 'CH', 'CO', 'CR', 'CS', 'CU', 'CV', 'CY', 'DA', 'DE', 'DV', 'DZ', 'EE', 'EL', 'EN', 'EO', 'ES', 'ET', 'EU', 'FA', 'FF', 'FI', 'FJ', 'FO', 'FR', 'FY', 'GA', 'GD', 'GL', 'GN', 'GU', 'GV', 'HA', 'HE', 'HI', 'HO', 'HR', 'HT', 'HU', 'HY', 'HZ', 'IA', 'ID', 'IE', 'IG', 'II', 'IK', 'IO', 'IS', 'IT', 'IU', 'JA', 'JV', 'KA', 'KG', 'KI', 'KJ', 'KK', 'KL', 'KM', 'KN', 'KO', 'KR', 'KS', 'KU', 'KV', 'KW', 'KY', 'LA', 'LB', 'LG', 'LI', 'LN', 'LO', 'LT', 'LU', 'LV', 'MG', 'MH', 'MI', 'MK', 'ML', 'MN', 'MR', 'MS', 'MT', 'MY', 'NA', 'NB', 'ND', 'NE', 'NG', 'NL', 'NN', 'NO', 'NR', 'NV', 'NY', 'OC', 'OJ', 'OM', 'OR', 'OS', 'PA', 'PI', 'PL', 'PS', 'PT', 'QU', 'RM', 'RN', 'RO', 'RU', 'RW', 'SA', 'SC', 'SD', 'SE', 'SG', 'SI', 'SK', 'SL', 'SM', 'SO', 'SN', 'SQ', 'SR', 'SS', 'ST', 'SU', 'SV', 'SW', 'TA', 'TE', 'TG', 'TH', 'TI', 'TK', 'TL', 'TN', 'TO', 'TR', 'TT', 'TW', 'TY', 'UG', 'UK', 'UR', 'UZ', 'VE', 'VI', 'VO', 'WA', 'WO', 'XH', 'YI', 'YO', 'ZA', 'ZH', 'ZU'])
content_date Datetime(time_unit='ms', time_zone=None)
territorial_scope List(Enum(categories=['EU', 'EEA', 'EEA_no_IS', 'AT', 'BE', 'BG', 'CY', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GR', 'HR', 'HU', 'IE', 'IS', 'IT', 'LI', 'LT', 'LU', 'LV', 'MT', 'NL', 'NO', 'PL', 'PT', 'RO', 'SE', 'SI', 'SK']))
application_date Datetime(time_unit='ms', time_zone=None)
decision_facts String
source_type Enum(categories=['SOURCE_ARTICLE_16', 'SOURCE_TRUSTED_FLAGGER', 'SOURCE_TYPE_OTHER_NOTIFICATION', 'SOURCE_VOLUNTARY'])
source_identity String
automated_detection Enum(categories=['Yes', 'No'])
automated_decision Enum(categories=['AUTOMATED_DECISION_FULLY', 'AUTOMATED_DECISION_PARTIALLY', 'AUTOMATED_DECISION_NOT_AUTOMATED'])
platform_name String
platform_uid String
created_at Datetime(time_unit='ms', time_zone=None)
released_on Datetime(time_unit='ms', time_zone=None)

meta.json
Column Type
start_date Date
end_date Date
batch_count Int64
total_rows UInt64
total_rows_with_keywords UInt64
batch_rows UInt64
batch_rows_with_keywords UInt64
batch_memory UInt64
sha256 String

meta-statistics.parquet
Column Type
start_date Date
end_date Date
total_rows UInt64
total_rows_with_keywords UInt64
batch_count UInt64
rows UInt64
keywords UInt64
rows_with_keywords UInt64
max_keywords_per_row UInt32
null_decision UInt64
visibility_decision_only UInt64
monetary_decision_only UInt64
provision_decision_only UInt64
account_decision_only UInt64
visibility_monetary_decision UInt64
visibility_provision_decision UInt64
visibility_account_decision UInt64
monetary_provision_decision UInt64
monetary_account_decision UInt64
provision_account_decision UInt64
monetary_provision_account_decision UInt64
visibility_provision_account_decision UInt64
visibility_monetary_account_decision UInt64
visibility_monetary_provision_decision UInt64
all_kinds_decision UInt64
max_visibility_per_row UInt64
visibility_values UInt64
rows_with_visibility UInt64
null_visibility_decision UInt64
content_removed UInt64
content_disabled UInt64
content_demoted UInt64
content_age_restricted UInt64
content_interaction_restricted UInt64
content_labeled UInt64
other_visibility UInt64
monetary_suspension UInt64
monetary_termination UInt64
monetary_other UInt64
null_monetary_decision UInt64
provision_partial_suspension UInt64
provision_total_suspension UInt64
provision_partial_termination UInt64
provision_total_termination UInt64
null_provision_decision UInt64
account_suspended UInt64
account_terminated UInt64
null_account_decision UInt64
account_type_business UInt64
account_type_private UInt64
null_account_type UInt64
illegal_content UInt64
incompatible_content UInt64
null_decision_ground UInt64
incompatible_content_illegal_yes UInt64
incompatible_content_illegal_no UInt64
null_incompatible_content_illegal UInt64
account_suspended_null_date UInt64
account_suspended_until_date UInt64
account_terminated_null_date UInt64
account_terminated_until_date UInt64
source_article_16 UInt64
source_trusted_flagger UInt64
source_other_notification UInt64
source_voluntary UInt64
null_source_type UInt64
automated_detection_yes UInt64
automated_detection_no UInt64
null_automated_detection UInt64
automated_decision_fully UInt64
automated_decision_partially UInt64
automated_decision_not_automated UInt64
null_automated_decision UInt64
csam UInt32
csam_null_decision UInt32
csam_visibility_decision_only UInt32
csam_monetary_decision_only UInt32
csam_provision_decision_only UInt32
csam_account_decision_only UInt32
csam_visibility_monetary_decision UInt32
csam_visibility_provision_decision UInt32
csam_visibility_account_decision UInt32
csam_monetary_provision_decision UInt32
csam_monetary_account_decision UInt32
csam_provision_account_decision UInt32
csam_monetary_provision_account_decision UInt32
csam_visibility_provision_account_decision UInt32
csam_visibility_monetary_account_decision UInt32
csam_visibility_monetary_provision_decision UInt32
csam_all_kinds_decision UInt32
csam_max_visibility_per_row UInt32
csam_visibility_values UInt32
csam_rows_with_visibility UInt32
csam_null_visibility_decision UInt32
csam_content_removed UInt32
csam_content_disabled UInt32
csam_content_demoted UInt32
csam_content_age_restricted UInt32
csam_content_interaction_restricted UInt32
csam_content_labeled UInt32
csam_other_visibility UInt32
csam_monetary_suspension UInt32
csam_monetary_termination UInt32
csam_monetary_other UInt32
csam_null_monetary_decision UInt32
csam_provision_partial_suspension UInt32
csam_provision_total_suspension UInt32
csam_provision_partial_termination UInt32
csam_provision_total_termination UInt32
csam_null_provision_decision UInt32
csam_account_suspended UInt32
csam_account_terminated UInt32
csam_null_account_decision UInt32
csam_account_suspended_null_date UInt32
csam_account_suspended_until_date UInt32
csam_account_terminated_null_date UInt32
csam_account_terminated_until_date UInt32
csam_account_type_business UInt32
csam_account_type_private UInt32
csam_null_account_type UInt32
csam_illegal_content UInt32
csam_incompatible_content UInt32
csam_null_decision_ground UInt32
csam_incompatible_content_illegal_yes UInt32
csam_incompatible_content_illegal_no UInt32
csam_null_incompatible_content_illegal UInt32
csam_source_article_16 UInt32
csam_source_trusted_flagger UInt32
csam_source_other_notification UInt32
csam_source_voluntary UInt32
csam_null_source_type UInt32
csam_automated_detection_yes UInt32
csam_automated_detection_no UInt32
csam_null_automated_detection UInt32
csam_automated_decision_fully UInt32
csam_automated_decision_partially UInt32
csam_automated_decision_not_automated UInt32
csam_null_automated_decision UInt32

meta-keywords.parquet
Column Type
start_date Date
end_date Date
keyword Enum(categories=['KEYWORD_ANIMAL_HARM', 'KEYWORD_UNLAWFUL_SALE_ANIMALS', 'KEYWORD_HIDDEN_ADVERTISEMENT', 'KEYWORD_INSUFFICIENT_INFORMATION_ON_TRADERS', 'KEYWORD_MISLEADING_INFO_CONSUMER_RIGHTS', 'KEYWORD_MISLEADING_INFO_GOODS_SERVICES', 'KEYWORD_NONCOMPLIANCE_PRICING', 'KEYWORD_CYBER_BULLYING_INTIMIDATION', 'KEYWORD_CYBER_HARASSMENT', 'KEYWORD_CYBER_INCITEMENT', 'KEYWORD_CYBER_STALKING', 'KEYWORD_NON_CONSENSUAL_IMAGE_SHARING', 'KEYWORD_NON_CONSENSUAL_MATERIAL_DEEPFAKE', 'KEYWORD_BULLYING_AGAINST_GIRLS', 'KEYWORD_CYBER_HARASSMENT_AGAINST_WOMEN', 'KEYWORD_CYBER_STALKING_AGAINST_WOMEN', 'KEYWORD_FEMALE_GENDERED_DISINFORMATION', 'KEYWORD_INCITEMENT_AGAINST_WOMEN', 'KEYWORD_NON_CONSENSUAL_IMAGE_SHARING_AGAINST_WOMEN', 'KEYWORD_NON_CONSENSUAL_MATERIAL_DEEPFAKE_AGAINST_WOMEN', 'KEYWORD_BIOMETRIC_DATA_BREACH', 'KEYWORD_MISSING_PROCESSING_GROUND', 'KEYWORD_RIGHT_TO_BE_FORGOTTEN', 'KEYWORD_DATA_FALSIFICATION', 'KEYWORD_DEFAMATION', 'KEYWORD_DISCRIMINATION', 'KEYWORD_HATE_SPEECH', 'KEYWORD_COPYRIGHT_INFRINGEMENT', 'KEYWORD_DESIGN_INFRINGEMENT', 'KEYWORD_GEOGRAPHIC_INDICATIONS_INFRINGEMENT', 'KEYWORD_PATENT_INFRINGEMENT', 'KEYWORD_TRADE_SECRET_INFRINGEMENT', 'KEYWORD_TRADEMARK_INFRINGEMENT', 'KEYWORD_DISINFORMATION', 'KEYWORD_MISINFORMATION', 'KEYWORD_MISINFORMATION_DISINFORMATION', 'KEYWORD_VIOLATION_EU_LAW', 'KEYWORD_VIOLATION_NATIONAL_LAW', 'KEYWORD_FOREIGN_INFORMATION_MANIPULATION', 'KEYWORD_NON_CONSENSUAL_ITEMS_DEEPFAKE', 'KEYWORD_ONLINE_BULLYING_INTIMIDATION', 'KEYWORD_STALKING', 'KEYWORD_ADULT_SEXUAL_MATERIAL', 'KEYWORD_IMAGE_BASED_SEXUAL_ABUSE', 'KEYWORD_AGE_SPECIFIC_RESTRICTIONS_MINORS', 'KEYWORD_CHILD_SEXUAL_ABUSE_MATERIAL', 'KEYWORD_CHILD_SEXUAL_ABUSE_MATERIAL_DEEPFAKE', 'KEYWORD_GROOMING_SEXUAL_ENTICEMENT_MINORS', 'KEYWORD_UNSAFE_CHALLENGES', 'KEYWORD_ILLEGAL_ORGANIZATIONS', 'KEYWORD_RISK_ENVIRONMENTAL_DAMAGE', 'KEYWORD_RISK_PUBLIC_HEALTH', 'KEYWORD_TERRORIST_CONTENT', 'KEYWORD_INAUTHENTIC_ACCOUNTS', 'KEYWORD_INAUTHENTIC_LISTINGS', 'KEYWORD_INAUTHENTIC_USER_REVIEWS', 'KEYWORD_IMPERSONATION_ACCOUNT_HIJACKING', 'KEYWORD_PHISHING', 'KEYWORD_PYRAMID_SCHEMES', 'KEYWORD_CONTENT_PROMOTING_EATING_DISORDERS', 'KEYWORD_SELF_MUTILATION', 'KEYWORD_SUICIDE', 'KEYWORD_AGE_SPECIFIC_RESTRICTIONS', 'KEYWORD_GEOGRAPHICAL_REQUIREMENTS', 'KEYWORD_GOODS_SERVICES_NOT_PERMITTED', 'KEYWORD_LANGUAGE_REQUIREMENTS', 'KEYWORD_NUDITY', 'KEYWORD_INSUFFICIENT_INFORMATION_TRADERS', 'KEYWORD_PROHIBITED_PRODUCTS', 'KEYWORD_UNSAFE_PRODUCTS', 'KEYWORD_REGULATED_GOODS_SERVICES', 'KEYWORD_DANGEROUS_TOYS', 'KEYWORD_COORDINATED_HARM', 'KEYWORD_GENDER_BASED_VIOLENCE', 'KEYWORD_HUMAN_EXPLOITATION', 'KEYWORD_HUMAN_TRAFFICKING', 'KEYWORD_INCITEMENT_VIOLENCE_HATRED', 'KEYWORD_TRAFFICKING_WOMEN_GIRLS', 'KEYWORD_OTHER'])
count UInt32

meta-platforms.parquet
Column Type
start_date Date
end_date Date
platform String
total UInt32
has_keyword UInt32
is_csam UInt32

Keywords

keywordcountpct
enumu32f64
KEYWORD_CHILD_SEXUAL_ABUSE_MATERIAL3,135,14355.888
KEYWORD_OTHER1,854,13433.052
KEYWORD_AGE_SPECIFIC_RESTRICTIONS_MINORS544,9699.715
KEYWORD_GROOMING_SEXUAL_ENTICEMENT_MINORS72,3251.289
KEYWORD_NUDITY1,6330.029
KEYWORD_ONLINE_BULLYING_INTIMIDATION1,4390.026
KEYWORD_HATE_SPEECH470.001
KEYWORD_ADULT_SEXUAL_MATERIAL170.000
KEYWORD_HUMAN_TRAFFICKING160.000
KEYWORD_REGULATED_GOODS_SERVICES20.000
CSAMOtherAge-RestrictedGroomingkeywordKeywords in Protection of Minors SoRs

Platforms

indexplatform
u32str
0AliExpress
1Badoo
2Booking.com
3Bumble
4Campfire
5Canva
6Chrome Web Store
7Dailymotion
8Discord Netherlands B.V.
9Facebook
10Google Maps
11Google Play
12Google Shopping
13Habbo
14Hinge
15Hotel Hideaway
16Idealo
17Instagram
18Kleinanzeigen
19Meetic SAS
20OTTO Market
21Pinterest
22Pornhub
23Quora Ireland Limited
24Rajče
25Reddit
26Roblox
27Snapchat
28Stripchat
29Temu
30Threads
31TikTok
32Tinder
33VSCO
34Vinted UAB
35Wallapop
36WhatsApp Channels
37X
38YouTube
39Zalando
40bolha.com
41leboncoin
42willhaben internet service GmbH & Co KG
43www.gutefrage.net

Timelines

OctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate0100200300400500600700800Statements of Reasons (Thousands)Statements of Reasons: Protection of Minors — Daily CountsOctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate050100150200250300350400450500550Statements of Reasons (Thousands)Statements of Reasons: Protection of Minors — 7-Day Rolling MeanOctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate0.00.20.40.60.81.01.21.41.61.8Percent of All Statements of ReasonsStatements of Reasons: Protection of Minors — Daily PercentageOctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate0.00.10.20.30.40.50.60.70.80.91.01.11.21.3Percent of All Statements of ReasonsStatements of Reasons: Protection of Minors — 7-Day Rolling Mean (Percent)OctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate0102030405060708090PercentProtection of Minors OnlyAll SoRsKindStatements of Reasons With Keywords — Daily PercentageOctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchDate0102030405060708090PercentProtection of Minors OnlyAll SoRsKindStatements of Reasons With Keywords - 7-Day Rolling Min/Mean/Max (Percent)OctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchMonth051015202530354045Number of PlatformsPlatforms w/ CSAMPlatforms w/ KeywordsAll PlatformsKindPlatforms Submitting Protection of Minors SoRs — Cumulative Monthly CountsOctoberNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMarchMonth0100,000200,000300,000400,000500,000600,000700,000800,000900,0001,000,0001,100,0001,200,0001,300,0001,400,000Number of KeywordsCSAMOtherAge-RestrictedGroomingKeywordKeywords in Protection of Minors SoRs — Monthly Counts

CSAM SoRs

NovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsStatements of Reasons with CSAM as Keyword - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsIllegalIllegal & IncompatibleIncompatibleDecision GroundDecision Grounds for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsVisibilityProvisionAccountAll ThreeDecision KindKinds of Decisions for CSAM SoRs - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsRemovedDisabledOther—none—Visibility DecisionVisibility Decisions for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsPartial SuspensionTotal SuspensionPartial TerminationTotal Termination—none—Provision DecisionProvision Decisions for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsSuspendedTerminatedOther—none—Monetary DecisionMonetary Decisions for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsSuspendedTerminated—none—Account DecisionAccount Decisions for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsAutomatedNot Automated—none—Automated DetectionAutomation of Detection for CSAM - Monthly CountsNovemberDecember2024FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember2025FebruaryMonth0100,000200,000300,000400,000500,000600,000700,000800,000Statements of ReasonsFully AutomatedPartially AutomatedNot Automated—none—Automated DecisionAutomation of Decision for CSAM - Monthly Counts