size_categories:1M<n<10M format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: contract_transaction_unique_key
    dtype: string
  - name: contract_award_unique_key
    dtype: string
  - name: award_id_piid
    dtype: string
  - name: modification_number
    dtype: string
  - name: transaction_number
    dtype: string
  - name: parent_award_agency_id
    dtype: string
  - name: parent_award_agency_name
    dtype: string
  - name: parent_award_id_piid
    dtype: string
  - name: parent_award_modification_number
    dtype: string
  - name: federal_action_obligation
    dtype: string
  - name: total_dollars_obligated
    dtype: string
  - name: total_outlayed_amount_for_overall_award
    dtype: string
  - name: base_and_exercised_options_value
    dtype: string
  - name: current_total_value_of_award
    dtype: string
  - name: base_and_all_options_value
    dtype: string
  - name: potential_total_value_of_award
    dtype: string
  - name: disaster_emergency_fund_codes_for_overall_award
    dtype: string
  - name: outlayed_amount_from_COVID-19_supplementals_for_overall_award
    dtype: string
  - name: obligated_amount_from_COVID-19_supplementals_for_overall_award
    dtype: string
  - name: outlayed_amount_from_IIJA_supplemental_for_overall_award
    dtype: string
  - name: obligated_amount_from_IIJA_supplemental_for_overall_award
    dtype: string
  - name: action_date
    dtype: string
  - name: action_date_fiscal_year
    dtype: string
  - name: period_of_performance_start_date
    dtype: string
  - name: period_of_performance_current_end_date
    dtype: string
  - name: period_of_performance_potential_end_date
    dtype: string
  - name: ordering_period_end_date
    dtype: string
  - name: solicitation_date
    dtype: string
  - name: awarding_agency_code
    dtype: string
  - name: awarding_agency_name
    dtype: string
  - name: awarding_sub_agency_code
    dtype: string
  - name: awarding_sub_agency_name
    dtype: string
  - name: awarding_office_code
    dtype: string
  - name: awarding_office_name
    dtype: string
  - name: funding_agency_code
    dtype: string
  - name: funding_agency_name
    dtype: string
  - name: funding_sub_agency_code
    dtype: string
  - name: funding_sub_agency_name
    dtype: string
  - name: funding_office_code
    dtype: string
  - name: funding_office_name
    dtype: string
  - name: treasury_accounts_funding_this_award
    dtype: string
  - name: federal_accounts_funding_this_award
    dtype: string
  - name: object_classes_funding_this_award
    dtype: string
  - name: program_activities_funding_this_award
    dtype: string
  - name: foreign_funding
    dtype: string
  - name: foreign_funding_description
    dtype: string
  - name: sam_exception
    dtype: string
  - name: sam_exception_description
    dtype: string
  - name: recipient_uei
    dtype: string
  - name: recipient_duns
    dtype: float64
  - name: recipient_name
    dtype: string
  - name: recipient_name_raw
    dtype: string
  - name: recipient_doing_business_as_name
    dtype: string
  - name: cage_code
    dtype: string
  - name: recipient_parent_uei
    dtype: string
  - name: recipient_parent_duns
    dtype: float64
  - name: recipient_parent_name
    dtype: string
  - name: recipient_parent_name_raw
    dtype: string
  - name: recipient_country_code
    dtype: string
  - name: recipient_country_name
    dtype: string
  - name: recipient_address_line_1
    dtype: string
  - name: recipient_address_line_2
    dtype: string
  - name: recipient_city_name
    dtype: string
  - name: prime_award_transaction_recipient_county_fips_code
    dtype: string
  - name: recipient_county_name
    dtype: string
  - name: prime_award_transaction_recipient_state_fips_code
    dtype: string
  - name: recipient_state_code
    dtype: string
  - name: recipient_state_name
    dtype: string
  - name: recipient_zip_4_code
    dtype: string
  - name: prime_award_transaction_recipient_cd_original
    dtype: string
  - name: prime_award_transaction_recipient_cd_current
    dtype: string
  - name: recipient_phone_number
    dtype: string
  - name: recipient_fax_number
    dtype: string
  - name: primary_place_of_performance_country_code
    dtype: string
  - name: primary_place_of_performance_country_name
    dtype: string
  - name: primary_place_of_performance_city_name
    dtype: string
  - name: prime_award_transaction_place_of_performance_county_fips_code
    dtype: string
  - name: primary_place_of_performance_county_name
    dtype: string
  - name: prime_award_transaction_place_of_performance_state_fips_code
    dtype: string
  - name: primary_place_of_performance_state_code
    dtype: string
  - name: primary_place_of_performance_state_name
    dtype: string
  - name: primary_place_of_performance_zip_4
    dtype: string
  - name: prime_award_transaction_place_of_performance_cd_original
    dtype: string
  - name: prime_award_transaction_place_of_performance_cd_current
    dtype: string
  - name: award_or_idv_flag
    dtype: string
  - name: award_type_code
    dtype: string
  - name: award_type
    dtype: string
  - name: idv_type_code
    dtype: string
  - name: idv_type
    dtype: string
  - name: multiple_or_single_award_idv_code
    dtype: string
  - name: multiple_or_single_award_idv
    dtype: string
  - name: type_of_idc_code
    dtype: string
  - name: type_of_idc
    dtype: string
  - name: type_of_contract_pricing_code
    dtype: string
  - name: type_of_contract_pricing
    dtype: string
  - name: transaction_description
    dtype: string
  - name: prime_award_base_transaction_description
    dtype: string
  - name: action_type_code
    dtype: string
  - name: action_type
    dtype: string
  - name: solicitation_identifier
    dtype: string
  - name: number_of_actions
    dtype: string
  - name: inherently_governmental_functions
    dtype: string
  - name: inherently_governmental_functions_description
    dtype: string
  - name: product_or_service_code
    dtype: string
  - name: product_or_service_code_description
    dtype: string
  - name: contract_bundling_code
    dtype: string
  - name: contract_bundling
    dtype: string
  - name: dod_claimant_program_code
    dtype: string
  - name: dod_claimant_program_description
    dtype: string
  - name: naics_code
    dtype: string
  - name: naics_description
    dtype: string
  - name: recovered_materials_sustainability_code
    dtype: string
  - name: recovered_materials_sustainability
    dtype: string
  - name: domestic_or_foreign_entity_code
    dtype: string
  - name: domestic_or_foreign_entity
    dtype: string
  - name: dod_acquisition_program_code
    dtype: string
  - name: dod_acquisition_program_description
    dtype: string
  - name: information_technology_commercial_item_category_code
    dtype: string
  - name: information_technology_commercial_item_category
    dtype: string
  - name: epa_designated_product_code
    dtype: string
  - name: epa_designated_product
    dtype: string
  - name: country_of_product_or_service_origin_code
    dtype: string
  - name: country_of_product_or_service_origin
    dtype: string
  - name: place_of_manufacture_code
    dtype: string
  - name: place_of_manufacture
    dtype: string
  - name: subcontracting_plan_code
    dtype: string
  - name: subcontracting_plan
    dtype: string
  - name: extent_competed_code
    dtype: string
  - name: extent_competed
    dtype: string
  - name: solicitation_procedures_code
    dtype: string
  - name: solicitation_procedures
    dtype: string
  - name: type_of_set_aside_code
    dtype: string
  - name: type_of_set_aside
    dtype: string
  - name: evaluated_preference_code
    dtype: string
  - name: evaluated_preference
    dtype: string
  - name: research_code
    dtype: string
  - name: research
    dtype: string
  - name: fair_opportunity_limited_sources_code
    dtype: string
  - name: fair_opportunity_limited_sources
    dtype: string
  - name: other_than_full_and_open_competition_code
    dtype: string
  - name: other_than_full_and_open_competition
    dtype: string
  - name: number_of_offers_received
    dtype: string
  - name: commercial_item_acquisition_procedures_code
    dtype: string
  - name: commercial_item_acquisition_procedures
    dtype: string
  - name: small_business_competitiveness_demonstration_program
    dtype: string
  - name: simplified_procedures_for_certain_commercial_items_code
    dtype: string
  - name: simplified_procedures_for_certain_commercial_items
    dtype: string
  - name: a76_fair_act_action_code
    dtype: string
  - name: a76_fair_act_action
    dtype: string
  - name: fed_biz_opps_code
    dtype: string
  - name: fed_biz_opps
    dtype: string
  - name: local_area_set_aside_code
    dtype: string
  - name: local_area_set_aside
    dtype: string
  - name: price_evaluation_adjustment_preference_percent_difference
    dtype: string
  - name: clinger_cohen_act_planning_code
    dtype: string
  - name: clinger_cohen_act_planning
    dtype: string
  - name: materials_supplies_articles_equipment_code
    dtype: string
  - name: materials_supplies_articles_equipment
    dtype: string
  - name: labor_standards_code
    dtype: string
  - name: labor_standards
    dtype: string
  - name: construction_wage_rate_requirements_code
    dtype: string
  - name: construction_wage_rate_requirements
    dtype: string
  - name: interagency_contracting_authority_code
    dtype: string
  - name: interagency_contracting_authority
    dtype: string
  - name: other_statutory_authority
    dtype: string
  - name: program_acronym
    dtype: string
  - name: parent_award_type_code
    dtype: string
  - name: parent_award_type
    dtype: string
  - name: parent_award_single_or_multiple_code
    dtype: string
  - name: parent_award_single_or_multiple
    dtype: string
  - name: major_program
    dtype: string
  - name: national_interest_action_code
    dtype: string
  - name: national_interest_action
    dtype: string
  - name: cost_or_pricing_data_code
    dtype: string
  - name: cost_or_pricing_data
    dtype: string
  - name: cost_accounting_standards_clause_code
    dtype: string
  - name: cost_accounting_standards_clause
    dtype: string
  - name: government_furnished_property_code
    dtype: string
  - name: government_furnished_property
    dtype: string
  - name: sea_transportation_code
    dtype: string
  - name: sea_transportation
    dtype: string
  - name: undefinitized_action_code
    dtype: string
  - name: undefinitized_action
    dtype: string
  - name: consolidated_contract_code
    dtype: string
  - name: consolidated_contract
    dtype: string
  - name: performance_based_service_acquisition_code
    dtype: string
  - name: performance_based_service_acquisition
    dtype: string
  - name: multi_year_contract_code
    dtype: string
  - name: multi_year_contract
    dtype: string
  - name: contract_financing_code
    dtype: string
  - name: contract_financing
    dtype: string
  - name: purchase_card_as_payment_method_code
    dtype: string
  - name: purchase_card_as_payment_method
    dtype: string
  - name: contingency_humanitarian_or_peacekeeping_operation_code
    dtype: string
  - name: contingency_humanitarian_or_peacekeeping_operation
    dtype: string
  - name: alaskan_native_corporation_owned_firm
    dtype: string
  - name: american_indian_owned_business
    dtype: string
  - name: indian_tribe_federally_recognized
    dtype: string
  - name: native_hawaiian_organization_owned_firm
    dtype: string
  - name: tribally_owned_firm
    dtype: string
  - name: veteran_owned_business
    dtype: string
  - name: service_disabled_veteran_owned_business
    dtype: string
  - name: woman_owned_business
    dtype: string
  - name: women_owned_small_business
    dtype: string
  - name: economically_disadvantaged_women_owned_small_business
    dtype: string
  - name: joint_venture_women_owned_small_business
    dtype: string
  - name: joint_venture_economic_disadvantaged_women_owned_small_bus
    dtype: string
  - name: minority_owned_business
    dtype: string
  - name: subcontinent_asian_asian_indian_american_owned_business
    dtype: string
  - name: asian_pacific_american_owned_business
    dtype: string
  - name: black_american_owned_business
    dtype: string
  - name: hispanic_american_owned_business
    dtype: string
  - name: native_american_owned_business
    dtype: string
  - name: other_minority_owned_business
    dtype: string
  - name: contracting_officers_determination_of_business_size
    dtype: string
  - name: contracting_officers_determination_of_business_size_code
    dtype: string
  - name: emerging_small_business
    dtype: string
  - name: community_developed_corporation_owned_firm
    dtype: string
  - name: labor_surplus_area_firm
    dtype: string
  - name: us_federal_government
    dtype: string
  - name: federally_funded_research_and_development_corp
    dtype: string
  - name: federal_agency
    dtype: string
  - name: us_state_government
    dtype: string
  - name: us_local_government
    dtype: string
  - name: city_local_government
    dtype: string
  - name: county_local_government
    dtype: string
  - name: inter_municipal_local_government
    dtype: string
  - name: local_government_owned
    dtype: string
  - name: municipality_local_government
    dtype: string
  - name: school_district_local_government
    dtype: string
  - name: township_local_government
    dtype: string
  - name: us_tribal_government
    dtype: string
  - name: foreign_government
    dtype: string
  - name: organizational_type
    dtype: string
  - name: corporate_entity_not_tax_exempt
    dtype: string
  - name: corporate_entity_tax_exempt
    dtype: string
  - name: partnership_or_limited_liability_partnership
    dtype: string
  - name: sole_proprietorship
    dtype: string
  - name: small_agricultural_cooperative
    dtype: string
  - name: international_organization
    dtype: string
  - name: us_government_entity
    dtype: string
  - name: community_development_corporation
    dtype: string
  - name: domestic_shelter
    dtype: string
  - name: educational_institution
    dtype: string
  - name: foundation
    dtype: string
  - name: hospital_flag
    dtype: string
  - name: manufacturer_of_goods
    dtype: string
  - name: veterinary_hospital
    dtype: string
  - name: hispanic_servicing_institution
    dtype: string
  - name: receives_contracts
    dtype: string
  - name: receives_financial_assistance
    dtype: string
  - name: receives_contracts_and_financial_assistance
    dtype: string
  - name: airport_authority
    dtype: string
  - name: council_of_governments
    dtype: string
  - name: housing_authorities_public_tribal
    dtype: string
  - name: interstate_entity
    dtype: string
  - name: planning_commission
    dtype: string
  - name: port_authority
    dtype: string
  - name: transit_authority
    dtype: string
  - name: subchapter_scorporation
    dtype: string
  - name: limited_liability_corporation
    dtype: string
  - name: foreign_owned
    dtype: string
  - name: for_profit_organization
    dtype: string
  - name: nonprofit_organization
    dtype: string
  - name: other_not_for_profit_organization
    dtype: string
  - name: the_ability_one_program
    dtype: string
  - name: private_university_or_college
    dtype: string
  - name: state_controlled_institution_of_higher_learning
    dtype: string
  - name: 1862_land_grant_college
    dtype: string
  - name: 1890_land_grant_college
    dtype: string
  - name: 1994_land_grant_college
    dtype: string
  - name: minority_institution
    dtype: string
  - name: historically_black_college
    dtype: string
  - name: tribal_college
    dtype: string
  - name: alaskan_native_servicing_institution
    dtype: string
  - name: native_hawaiian_servicing_institution
    dtype: string
  - name: school_of_forestry
    dtype: string
  - name: veterinary_college
    dtype: string
  - name: dot_certified_disadvantage
    dtype: string
  - name: self_certified_small_disadvantaged_business
    dtype: string
  - name: small_disadvantaged_business
    dtype: string
  - name: c8a_program_participant
    dtype: string
  - name: historically_underutilized_business_zone_hubzone_firm
    dtype: string
  - name: sba_certified_8a_joint_venture
    dtype: string
  - name: highly_compensated_officer_1_name
    dtype: string
  - name: highly_compensated_officer_1_amount
    dtype: string
  - name: highly_compensated_officer_2_name
    dtype: string
  - name: highly_compensated_officer_2_amount
    dtype: string
  - name: highly_compensated_officer_3_name
    dtype: string
  - name: highly_compensated_officer_3_amount
    dtype: string
  - name: highly_compensated_officer_4_name
    dtype: string
  - name: highly_compensated_officer_4_amount
    dtype: string
  - name: highly_compensated_officer_5_name
    dtype: string
  - name: highly_compensated_officer_5_amount
    dtype: string
  - name: usaspending_permalink
    dtype: string
  - name: initial_report_date
    dtype: string
  - name: last_modified_date
    dtype: string
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 11611948584
    num_examples: 3806354
  download_size: 1885698872
  dataset_size: 11611948584
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
