| academic.attendance |
C.6 |
Enrolment |
P0 |
int64 |
continuous |
| academic.attrition |
C.6 |
Persistence |
P0 |
string |
categorical |
| academic.course_code |
C.6 |
Enrolment |
P0 |
string |
structural |
| academic.course_sequence |
C.6 |
Enrolment |
P0 |
string |
structural |
| academic.credit_hours |
C.6 |
Enrolment |
P0 |
int64 |
categorical |
| academic.financial_aid |
C.6 |
Persistence |
P0 |
string |
categorical |
| academic.gpa |
C.6 |
Outcomes |
P0 |
float64 |
continuous |
| academic.growth_curve |
C.6 |
Psychometrics |
P0 |
float64 |
continuous |
| academic.instructor |
C.6 |
Enrolment |
P0 |
string |
categorical |
| academic.item_parameter |
C.6 |
Psychometrics |
P0 |
float64 |
continuous |
| academic.item_response_1pl |
C.6 |
Psychometrics |
P0 |
int64 |
categorical |
| academic.item_response_2pl |
C.6 |
Psychometrics |
P0 |
int64 |
categorical |
| academic.item_response_3pl |
C.6 |
Psychometrics |
P0 |
int64 |
categorical |
| academic.letter_grade |
C.6 |
Outcomes |
P0 |
string |
categorical |
| academic.persistence_hazard |
C.6 |
Persistence |
P0 |
float64 |
continuous |
| academic.program |
C.6 |
Enrolment |
P0 |
string |
categorical |
| academic.registration_status |
C.6 |
Enrolment |
P0 |
string |
categorical |
| academic.rubric_score |
C.6 |
Outcomes |
P0 |
int64 |
continuous |
| academic.scale_score |
C.6 |
Psychometrics |
P0 |
int64 |
continuous |
| academic.section |
C.6 |
Enrolment |
P0 |
string |
categorical |
| academic.student_id |
C.6 |
Enrolment |
P0 |
string |
unique |
| academic.subscore |
C.6 |
Psychometrics |
P0 |
int64 |
continuous |
| academic.term |
C.6 |
Enrolment |
P0 |
string |
categorical |
| account.balance |
C.4 |
Payments and accounts |
P0 |
float64 |
continuous |
| account.number |
C.4 |
Payments and accounts |
P0 |
string |
unique |
| account.routing |
C.4 |
Payments and accounts |
P0 |
string |
categorical |
| accounting.account |
C.4 |
Accounting |
P0 |
string |
categorical |
| accounting.ageing |
C.4 |
Accounting |
P0 |
string |
categorical |
| accounting.depreciation |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| accounting.invoice |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| accounting.invoice_line |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| accounting.journal_line |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| accounting.tax_line |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| accounting.trial_balance |
C.4 |
Accounting |
P0 |
float64 |
continuous |
| address.city |
C.2 |
Address |
P0 |
string |
structural |
| address.coordinates |
C.2 |
Address |
P0 |
float64 |
continuous |
| address.country |
C.2 |
Address |
P0 |
string |
exact |
| address.county |
C.2 |
Address |
P0 |
string |
structural |
| address.full |
C.2 |
Address |
P0 |
string |
structural |
| address.postal_code |
C.2 |
Address |
P0 |
string |
structural |
| address.state |
C.2 |
Address |
P0 |
string |
categorical |
| address.street |
C.2 |
Address |
P0 |
string |
structural |
| address.timezone |
C.2 |
Address |
P0 |
string |
categorical |
| address.unit |
C.2 |
Address |
P0 |
string |
structural |
| artefact.commit_hash |
C.5 |
Software artefacts |
P0 |
string |
structural |
| artefact.file_path |
C.5 |
Software artefacts |
P0 |
string |
structural |
| artefact.file_size |
C.5 |
Software artefacts |
P0 |
int64 |
continuous |
| artefact.firmware |
C.5 |
Software artefacts |
P0 |
string |
structural |
| artefact.mime_type |
C.5 |
Software artefacts |
P0 |
string |
categorical |
| artefact.semver |
C.5 |
Software artefacts |
P0 |
string |
categorical |
| basket.item |
C.4 |
Baskets |
P0 |
int64 |
continuous |
| basket.line |
C.4 |
Baskets |
P0 |
float64 |
continuous |
| basket.total |
C.4 |
Baskets |
P0 |
float64 |
continuous |
| boolean.biased |
C.1 |
Boolean and constant |
P0 |
bool |
categorical |
| categorical.likert |
C.1 |
Categorical |
P0 |
int64 |
categorical |
| categorical.lookup |
C.1 |
Categorical |
P0 |
inherited |
structural |
| categorical.weighted |
C.1 |
Categorical |
P0 |
string |
categorical |
| clinical.diagnosis_code |
C.7 |
Healthcare-adjacent |
P1 |
string |
structural |
| clinical.encounter |
C.7 |
Healthcare-adjacent |
P1 |
string |
categorical |
| clinical.lab_result |
C.7 |
Healthcare-adjacent |
P1 |
float64 |
continuous |
| clinical.length_of_stay |
C.7 |
Healthcare-adjacent |
P1 |
float64 |
continuous |
| clinical.medication |
C.7 |
Healthcare-adjacent |
P1 |
string |
categorical |
| clinical.procedure_code |
C.7 |
Healthcare-adjacent |
P1 |
string |
structural |
| clinical.provider_id |
C.7 |
Healthcare-adjacent |
P1 |
string |
structural |
| clinical.vital_sign |
C.7 |
Healthcare-adjacent |
P1 |
float64 |
continuous |
| color.hair |
C.1 |
Categorical |
P0 |
string |
categorical |
| colour.value |
C.1 |
Categorical |
P0 |
string |
categorical |
| constant.literal |
C.1 |
Boolean and constant |
P0 |
string |
exact |
| contact.address_international |
C.2 |
Contact |
P1 |
string |
structural |
| contact.line_type |
C.2 |
Contact |
P0 |
string |
categorical |
| contact.phone |
C.2 |
Contact |
P0 |
string |
structural |
| contact.phone_international |
C.2 |
Contact |
P1 |
string |
structural |
| customer.churn |
C.4 |
Customer behaviour |
P0 |
bool |
categorical |
| customer.interpurchase |
C.4 |
Customer behaviour |
P0 |
float64 |
continuous |
| customer.lifetime_value |
C.4 |
Customer behaviour |
P0 |
float64 |
continuous |
| customer.rfm |
C.4 |
Customer behaviour |
P0 |
string |
categorical |
| customer.seasonality |
C.4 |
Customer behaviour |
P0 |
float64 |
continuous |
| customer.subscription |
C.4 |
Customer behaviour |
P0 |
string |
categorical |
| demographics.age |
C.2 |
Demographics |
P0 |
int64 |
continuous |
| demographics.education |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.employer |
C.2 |
Demographics |
P0 |
string |
structural |
| demographics.ethnicity |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.gender |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.income |
C.2 |
Demographics |
P0 |
float64 |
continuous |
| demographics.language |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.marital_status |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.nationality |
C.2 |
Demographics |
P0 |
string |
categorical |
| demographics.occupation |
C.2 |
Demographics |
P0 |
string |
categorical |
| digital.avatar |
C.2 |
Digital identity |
P0 |
string |
exact |
| digital.email |
C.2 |
Digital identity |
P0 |
string |
structural |
| digital.password_hash |
C.2 |
Digital identity |
P0 |
string |
unique |
| digital.username |
C.2 |
Digital identity |
P0 |
string |
structural |
| document.field_boxes |
C.8 |
Document image |
P0 |
string |
exact |
| document.form |
C.8 |
Document image |
P0 |
string |
exact |
| document.id_card |
C.8 |
Document image |
P0 |
string |
exact |
| document.invoice |
C.8 |
Document image |
P0 |
string |
exact |
| document.receipt |
C.8 |
Document image |
P0 |
string |
exact |
| document.scan_artefact |
C.8 |
Document image |
P0 |
string |
exact |
| filings.balance_sheet |
C.4 |
Filings |
P0 |
float64 |
continuous |
| filings.cash_flow |
C.4 |
Filings |
P0 |
float64 |
continuous |
| filings.identifier |
C.4 |
Filings |
P0 |
string |
structural |
| filings.income_statement |
C.4 |
Filings |
P0 |
float64 |
continuous |
| filings.narrative |
C.4 |
Filings |
P1 |
string |
structural |
| government.drivers_licence |
C.2 |
Government-style identifiers |
P0 |
string |
structural |
| government.national_id |
C.2 |
Government-style identifiers |
P0 |
string |
unique |
| government.passport |
C.2 |
Government-style identifiers |
P0 |
string |
unique |
| household.parent |
C.3 |
Household |
P0 |
int64 |
structural |
| household.partner |
C.3 |
Household |
P0 |
int64 |
structural |
| household.surname |
C.3 |
Household |
P0 |
string |
structural |
| household.unit |
C.3 |
Household |
P0 |
int64 |
structural |
| hr.benefits_election |
C.7 |
HR and payroll |
P0 |
string |
categorical |
| hr.employee_id |
C.7 |
HR and payroll |
P0 |
string |
exact |
| hr.job_level |
C.7 |
HR and payroll |
P0 |
string |
categorical |
| hr.org_unit |
C.7 |
HR and payroll |
P0 |
string |
categorical |
| hr.payroll_deduction |
C.7 |
HR and payroll |
P0 |
float64 |
continuous |
| hr.performance_rating |
C.7 |
HR and payroll |
P0 |
string |
categorical |
| hr.salary |
C.7 |
HR and payroll |
P0 |
float64 |
continuous |
| hr.tenure |
C.7 |
HR and payroll |
P0 |
float64 |
continuous |
| hr.time_off_balance |
C.7 |
HR and payroll |
P0 |
float64 |
continuous |
| identifier.check_digit |
C.1 |
Identifiers |
P0 |
string |
unique |
| identifier.pattern |
C.1 |
Identifiers |
P0 |
string |
structural |
| identifier.sequential |
C.1 |
Identifiers |
P0 |
int64 |
exact |
| identifier.uuid4 |
C.1 |
Identifiers |
P0 |
string |
unique |
| image.barcode |
C.8 |
Images |
P0 |
string |
exact |
| image.chart |
C.8 |
Images |
P0 |
string |
exact |
| image.geometric_shape |
C.8 |
Images |
P0 |
string |
exact |
| image.identicon |
C.8 |
Images |
P0 |
string |
exact |
| image.noise_field |
C.8 |
Images |
P0 |
string |
exact |
| image.qr_code |
C.8 |
Images |
P0 |
string |
exact |
| insurance.claim_frequency |
C.7 |
Insurance |
P1 |
int64 |
categorical |
| insurance.claim_severity |
C.7 |
Insurance |
P1 |
float64 |
continuous |
| insurance.coverage |
C.7 |
Insurance |
P1 |
float64 |
categorical |
| insurance.loss_ratio |
C.7 |
Insurance |
P1 |
float64 |
continuous |
| insurance.policy |
C.7 |
Insurance |
P1 |
string |
structural |
| insurance.premium |
C.7 |
Insurance |
P1 |
float64 |
continuous |
| lending.amortisation |
C.4 |
Lending |
P0 |
float64 |
continuous |
| lending.credit_score |
C.4 |
Lending |
P0 |
int64 |
continuous |
| lending.loan |
C.4 |
Lending |
P0 |
float64 |
continuous |
| log.combined |
C.5 |
Web and app logs |
P0 |
string |
structural |
| log.firewall |
C.5 |
Web and app logs |
P1 |
string |
structural |
| log.json |
C.5 |
Web and app logs |
P0 |
string |
structural |
| log.syslog |
C.5 |
Web and app logs |
P0 |
string |
structural |
| log.windows_event |
C.5 |
Web and app logs |
P1 |
string |
structural |
| manufacturing.batch |
C.5 |
Manufacturing |
P0 |
string |
exact |
| manufacturing.bom |
C.5 |
Manufacturing |
P1 |
int64 |
categorical |
| manufacturing.cycle_time |
C.5 |
Manufacturing |
P0 |
float64 |
continuous |
| manufacturing.defect |
C.5 |
Manufacturing |
P0 |
bool |
categorical |
| manufacturing.dimension |
C.5 |
Manufacturing |
P0 |
float64 |
continuous |
| manufacturing.material |
C.5 |
Manufacturing |
P0 |
string |
categorical |
| manufacturing.part_number |
C.5 |
Manufacturing |
P0 |
string |
structural |
| manufacturing.qc_measurement |
C.5 |
Manufacturing |
P0 |
float64 |
continuous |
| manufacturing.serial |
C.5 |
Manufacturing |
P0 |
string |
exact |
| manufacturing.workstation |
C.5 |
Manufacturing |
P0 |
string |
exact |
| market.holding |
C.4 |
Markets |
P0 |
float64 |
continuous |
| market.price_gbm |
C.4 |
Markets |
P0 |
float64 |
continuous |
| market.price_jump |
C.4 |
Markets |
P0 |
float64 |
continuous |
| market.price_ou |
C.4 |
Markets |
P0 |
float64 |
continuous |
| market.ticker |
C.4 |
Markets |
P0 |
string |
categorical |
| market.volume |
C.4 |
Markets |
P0 |
int64 |
continuous |
| marketing.ab_arm |
C.7 |
Marketing and analytics |
P1 |
string |
categorical |
| marketing.ad_performance |
C.7 |
Marketing and analytics |
P1 |
float64 |
continuous |
| marketing.attribution_channel |
C.7 |
Marketing and analytics |
P1 |
string |
categorical |
| marketing.campaign |
C.7 |
Marketing and analytics |
P1 |
string |
categorical |
| marketing.conversion_event |
C.7 |
Marketing and analytics |
P1 |
bool |
categorical |
| marketing.funnel_stage |
C.7 |
Marketing and analytics |
P1 |
string |
categorical |
| marketing.utm_session |
C.7 |
Marketing and analytics |
P1 |
string |
structural |
| music.symbolic_composition |
C.8 |
Music |
P1 |
string |
exact |
| name.first |
C.2 |
Personal name |
P0 |
string |
structural |
| name.full |
C.2 |
Personal name |
P0 |
string |
structural |
| name.last |
C.2 |
Personal name |
P0 |
string |
structural |
| name.middle |
C.2 |
Personal name |
P0 |
string |
structural |
| name.prefix |
C.2 |
Personal name |
P0 |
string |
categorical |
| name.suffix |
C.2 |
Personal name |
P0 |
string |
categorical |
| network.attack_event |
C.5 |
Network |
P1 |
string |
categorical |
| network.domain |
C.5 |
Network |
P0 |
string |
categorical |
| network.hostname |
C.5 |
Network |
P0 |
string |
structural |
| network.ipv4 |
C.5 |
Network |
P0 |
string |
structural |
| network.ipv6 |
C.5 |
Network |
P0 |
string |
structural |
| network.mac |
C.5 |
Network |
P0 |
string |
structural |
| network.port |
C.5 |
Network |
P0 |
int64 |
structural |
| network.tls_certificate |
C.5 |
Network |
P0 |
string |
structural |
| numeric.currency |
C.1 |
Numeric |
P0 |
float64 |
continuous |
| numeric.decimal |
C.1 |
Numeric |
P0 |
float64 |
continuous |
| numeric.integer |
C.1 |
Numeric |
P0 |
int64 |
continuous |
| numeric.measurement |
C.1 |
Numeric |
P0 |
string |
continuous |
| numeric.percentage |
C.1 |
Numeric |
P0 |
float64 |
continuous |
| numeric.scientific |
C.1 |
Numeric |
P0 |
string |
continuous |
| org.level |
C.3 |
Organisation |
P0 |
int64 |
categorical |
| org.manager |
C.3 |
Organisation |
P0 |
int64 |
structural |
| org.team |
C.3 |
Organisation |
P0 |
string |
categorical |
| payment.amount |
C.4 |
Payments and accounts |
P0 |
float64 |
continuous |
| payment.card_number |
C.4 |
Payments and accounts |
P0 |
string |
unique |
| payment.card_security |
C.4 |
Payments and accounts |
P0 |
string |
structural |
| payment.merchant |
C.4 |
Payments and accounts |
P0 |
string |
structural |
| payment.merchant_category |
C.4 |
Payments and accounts |
P0 |
string |
structural |
| real_estate.characteristics |
C.7 |
Real estate |
P1 |
float64 |
continuous |
| real_estate.days_on_market |
C.7 |
Real estate |
P1 |
float64 |
continuous |
| real_estate.listing |
C.7 |
Real estate |
P1 |
string |
exact |
| real_estate.price |
C.7 |
Real estate |
P1 |
float64 |
continuous |
| real_estate.property_type |
C.7 |
Real estate |
P1 |
string |
categorical |
| request.bytes |
C.5 |
Request attributes |
P0 |
int64 |
continuous |
| request.latency |
C.5 |
Request attributes |
P0 |
float64 |
continuous |
| request.method |
C.5 |
Request attributes |
P0 |
string |
categorical |
| request.path |
C.5 |
Request attributes |
P0 |
string |
structural |
| request.query |
C.5 |
Request attributes |
P0 |
string |
structural |
| request.referrer |
C.5 |
Request attributes |
P0 |
string |
structural |
| request.status |
C.5 |
Request attributes |
P0 |
int64 |
categorical |
| request.user_agent |
C.5 |
Request attributes |
P0 |
string |
categorical |
| retail.category |
C.4 |
Catalog and orders |
P0 |
string |
categorical |
| retail.discount_code |
C.4 |
Catalog and orders |
P0 |
string |
categorical |
| retail.order |
C.4 |
Catalog and orders |
P0 |
string |
unique |
| retail.order_status |
C.4 |
Catalog and orders |
P0 |
string |
categorical |
| retail.price |
C.4 |
Catalog and orders |
P0 |
float64 |
continuous |
| retail.product_name |
C.4 |
Catalog and orders |
P0 |
string |
structural |
| retail.shipping |
C.4 |
Catalog and orders |
P0 |
string |
categorical |
| retail.sku |
C.4 |
Catalog and orders |
P0 |
string |
structural |
| review.body |
C.4 |
Reviews |
P0 |
string |
structural |
| review.helpfulness |
C.4 |
Reviews |
P0 |
int64 |
continuous |
| review.rating |
C.4 |
Reviews |
P0 |
int64 |
categorical |
| review.title |
C.4 |
Reviews |
P0 |
string |
categorical |
| review.verified |
C.4 |
Reviews |
P0 |
bool |
categorical |
| schema.category_tree |
C.3 |
Schema structure |
P0 |
int64 |
exact |
| schema.foreign_key |
C.3 |
Schema structure |
P0 |
int64 |
structural |
| schema.junction |
C.3 |
Schema structure |
P0 |
int64 |
structural |
| schema.primary_key |
C.3 |
Schema structure |
P0 |
int64 |
unique |
| scientific.allele_frequency |
C.7 |
Scientific |
P2 |
float64 |
continuous |
| scientific.assay_plate_reading |
C.7 |
Scientific |
P2 |
float64 |
continuous |
| scientific.chemical_formula |
C.7 |
Scientific |
P2 |
string |
structural |
| scientific.measurement |
C.7 |
Scientific |
P2 |
float64 |
continuous |
| scientific.snp_matrix_column |
C.7 |
Scientific |
P2 |
int64 |
categorical |
| scientific.spectrum_curve |
C.7 |
Scientific |
P2 |
string |
structural |
| scientific.taxon |
C.7 |
Scientific |
P2 |
string |
structural |
| sensor.anomaly |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| sensor.climate |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| sensor.device_id |
C.5 |
Sensor and IoT |
P0 |
string |
exact |
| sensor.drift |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| sensor.gps_track |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| sensor.schedule |
C.5 |
Sensor and IoT |
P0 |
datetime64 |
continuous |
| sensor.temperature |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| sensor.vibration |
C.5 |
Sensor and IoT |
P0 |
float64 |
continuous |
| session.cookie |
C.5 |
Session identity |
P0 |
string |
structural |
| session.identifier |
C.5 |
Session identity |
P0 |
string |
structural |
| signal.waveform |
C.8 |
Signals |
P0 |
string |
exact |
| social.follower_edge |
C.3 |
Social |
P1 |
int64 |
structural |
| speech.speaker_variant |
C.8 |
Speech |
P0 |
string |
exact |
| speech.utterance |
C.8 |
Speech |
P0 |
string |
exact |
| supply_chain.carrier |
C.7 |
Supply chain |
P1 |
string |
structural |
| supply_chain.inventory_level |
C.7 |
Supply chain |
P1 |
float64 |
continuous |
| supply_chain.lead_time |
C.7 |
Supply chain |
P1 |
float64 |
continuous |
| supply_chain.reorder_point |
C.7 |
Supply chain |
P1 |
float64 |
continuous |
| supply_chain.shipment |
C.7 |
Supply chain |
P1 |
string |
exact |
| supply_chain.supplier_scorecard |
C.7 |
Supply chain |
P1 |
float64 |
continuous |
| supply_chain.warehouse |
C.7 |
Supply chain |
P1 |
string |
categorical |
| temporal.arrival |
C.1 |
Temporal |
P0 |
datetime64 |
continuous |
| temporal.birthdate |
C.1 |
Temporal |
P0 |
datetime64 |
continuous |
| temporal.business_date |
C.1 |
Temporal |
P0 |
datetime64 |
continuous |
| temporal.calendar_name |
C.1 |
Temporal |
P0 |
string |
categorical |
| temporal.date |
C.1 |
Temporal |
P0 |
datetime64 |
continuous |
| temporal.duration |
C.1 |
Temporal |
P0 |
timedelta64 |
continuous |
| temporal.recurring_schedule |
C.1 |
Temporal |
P0 |
datetime64 |
exact |
| temporal.time_of_day |
C.1 |
Temporal |
P0 |
timedelta64 |
continuous |
| temporal.timestamp |
C.1 |
Temporal |
P0 |
datetime64 |
continuous |
| temporal.timezone |
C.1 |
Temporal |
P0 |
string |
categorical |
| text.paragraphs |
C.1 |
Text primitives |
P0 |
string |
structural |
| text.sentences |
C.1 |
Text primitives |
P0 |
string |
structural |
| text.slug |
C.1 |
Text primitives |
P0 |
string |
unique |
| text.words |
C.1 |
Text primitives |
P0 |
string |
structural |
| text_corpora.chat_transcript_turn |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.email_message |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.job_posting |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.news_article |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.product_description |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.sentiment_label |
C.7 |
Text corpora |
P1 |
string |
categorical |
| text_corpora.social_post |
C.7 |
Text corpora |
P1 |
string |
structural |
| text_corpora.support_ticket |
C.7 |
Text corpora |
P1 |
string |
structural |