|
Download README.md from paperswithbacktest/Stocks-Weekly-Lobbying: direct link, hf CLI and curl.
- Browser
- Download file 2.8 kB
-
https://huggingface.co/datasets/paperswithbacktest/Stocks-Weekly-Lobbying/resolve/main/README.md
- Command line
-
hf download hf://datasets/paperswithbacktest/Stocks-Weekly-Lobbying/README.md
-
curl -L -H "Authorization: Bearer $HF_TOKEN" -o README.md https://huggingface.co/datasets/paperswithbacktest/Stocks-Weekly-Lobbying/resolve/main/README.md
2.8 kB
metadata
language:
- en
license: other
extra_gated_prompt: >-
To get access to this dataset, you must subscribe to Papers With Backtest. To
subscribe, go to https://paperswithbacktest.com/ > Login > Choose Your Plan >
Subscribe.
dataset_info:
features:
- name: symbol
dtype: string
- name: datetime
dtype: string
- name: client
dtype: string
- name: client_description
dtype: string
- name: spend
dtype: float64
- name: transaction_type
dtype: string
- name: filing_type
dtype: string
- name: lobby_description
sequence: string
- name: issue_codes
sequence: string
- name: government_entity_details
sequence: string
- name: quarter
dtype: string
- name: effective_date
dtype: string
- name: termination_date
dtype: string
- name: client_state
dtype: string
- name: client_country
dtype: string
- name: client_id
dtype: string
- name: government_lobby
dtype: bool
- name: performing_own_lobbying
dtype: bool
- name: registrant_dt_updated
dtype: string
- name: registrant_name
dtype: string
- name: registrant_address
dtype: string
- name: registrant_id
dtype: string
- name: registrant_description
dtype: string
- name: registrant_contact_name
dtype: string
- name: registrant_house_registrant_id
dtype: string
- name: registrant_contact_telephone
dtype: string
- name: lobbyist_full_names
sequence: string
- name: lobbyist_ids
sequence: string
- name: previous_goverment_positions
sequence: string
- name: lobbyist_new_statuses
sequence: string
- name: client_url
dtype: string
- name: registrant_url
dtype: string
- name: filing_url
dtype: string
- name: filing_id
dtype: string
- name: unique_id
dtype: string
- name: match
dtype: string
- name: date_time
dtype: string
- name: date
dtype: string
- name: ticker
dtype: string
Dataset Information
Weekly Lobbying disclosures for publicly traded companies, sourced from SOV.AI. Each record captures a lobbying filing enriched with issue coverage, registrant context, spending amounts, and matched ticker metadata.
- Coverage: 163,627 filings matched to 1,862 tickers, quarters 2008-Q1 to 2026-Q1 (measured 2026-11-09 on the source);
datetimeholds a placeholder (1899-12-30) on 18 rows - Update cadence: Weekly refresh as filings land after US-EST market close
- Fields:
- Client profile, geography, and matched ticker information
- Spending amounts, transaction types, and filing metadata
- Lobbying issues, government entities, and registrant details
- Lobbyist rosters, prior government positions, and status updates
Data Source
Data provided by Lobbying feed.