truthinpolling/tip-civic-data

--- license: cc-by-4.0 task_categories: - text-classification - tabular-classification language: - en tags: - politics - civic-data - legislation - voting-records - campaign-finance - government-transparency pretty_name: TIP Civic Data size_categories: - 10K<n<100K --- # TIP Civic Data — U.S. Legislative Transparency Dataset Nonpartisan civic accountability data from [Truth In Polling](https://truthinpolling.com) (501(c)(3) nonprofit). Includes federal and state legislation, official voting records, citizen approval ratings, campaign finance industry funding, multi-factor vote predictions, and donor-to-vote-to-contract money trail analysis. ## Datasets | File | Description | Rows | |------|-------------|------| | federal_bills | Federal legislation (119th Congress) | 5,940 | | state_bills | State legislation across 49 states | 8,422 | | federal_officials | Current members of Congress | 540 | | state_officials | State legislators across 49 states | 7,177 | | federal_floor_votes | Congressional roll call votes | 149,669 | | state_floor_votes | State legislative roll call votes | 28,495 | | citizen_approval | Aggregated citizen approval ratings (no PII) | 0 | | bill_vote_distributions | Aggregated citizen bill votes (no PII) | 63 | | federal_industry_funding | PAC industry funding per official (FEC) | 15,811 | | pfp_predictions | Multi-factor vote predictions per official per bill | 18,001 | | money_trail | Donor→vote→contract industry triangles | 109,438 | | industry_taxonomy | CRP/OpenSecrets industry classification codes | 92 | ## Update Frequency Weekly (Sundays). Last refreshed: **2026-03-22**. ## License [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — free to use with attribution. ## Citation ```bibtex @misc{tip_civic_data_2026, title={TIP Civic Data: U.S. Legislative Transparency Dataset}, author={Truth In Polling, Inc.}, year={2026}, url={https://huggingface.co/datasets/truthinpolling/tip-civic-data}, note={Weekly updated civic accountability data} } ``` ## Methodology See [How It Works](https://truthinpolling.com/how-it-works) for scoring methodology. ## API Access For real-time queries, use the [TIP Public API](https://truthinpolling.com/developers) — 18 REST endpoints, 17 MCP tools. ## Data Notes - All citizen-facing data (approval ratings, bill votes) is **aggregated** — no individual voter data is included. - Campaign finance data is from FEC bulk filings (1.6M federal contributions). - Money trail triangles correlate donations, votes, and contracts — **correlation does not imply causation**. - The United States is a Constitutional Republic.许可证：cc-by-4.0 任务类别： - 文本分类 - 表格分类 语言： - 英语 标签： - 政治 - 公民数据 - 立法 - 投票记录 - 竞选资金 - 政府透明度 展示名称：TIP公民数据集 规模区间：10K<n<100K --- # TIP公民数据集——美国立法透明度数据集 本数据集为无党派公民问责数据，由[Truth In Polling](https://truthinpolling.com)（501(c)(3)非营利组织）提供。 涵盖联邦与州级立法、官方投票记录、民众支持率、PAC（政治行动委员会）行业资助、多因素投票预测，以及捐赠者-投票-合同资金链分析。 ## 数据集 | 文件 | 描述 | 行数 | |------|-------------|------| | federal_bills | 联邦立法（第119届国会） | 5,940 | | state_bills | 覆盖49个州的州级立法 | 8,422 | | federal_officials | 现任国会议员 | 540 | | state_officials | 覆盖49个州的州议员 | 7,177 | | federal_floor_votes | 国会唱名投票记录 | 149,669 | | state_floor_votes | 州议会唱名投票记录 | 28,495 | | citizen_approval | 聚合型民众支持率（不包含个人可识别信息） | 0 | | bill_vote_distributions | 聚合型民众法案投票数据（不包含个人可识别信息） | 63 | | federal_industry_funding | 每位官员的PAC行业资助数据（源自联邦选举委员会（FEC）） | 15,811 | | pfp_predictions | 每位官员针对每项法案的多因素投票预测 | 18,001 | | money_trail | 捐赠者→投票→合同行业三角关联数据 | 109,438 | | industry_taxonomy | CRP/OpenSecrets行业分类代码 | 92 | ## 更新频率 每周（周日）。最后刷新时间：**2026年3月22日**。 ## 许可证 [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — 可免费使用，需注明出处。 ## 引用格式 bibtex @misc{tip_civic_data_2026, title={TIP Civic Data: U.S. Legislative Transparency Dataset}, author={Truth In Polling, Inc.}, year={2026}, url={https://huggingface.co/datasets/truthinpolling/tip-civic-data}, note={Weekly updated civic accountability data} } ## 方法论 详见[运作机制](https://truthinpolling.com/how-it-works)了解评分方法。 ## API接口访问 如需实时查询，请使用[TIP公共API](https://truthinpolling.com/developers)——包含18个REST端点、17个MCP工具。 ## 数据说明 - 所有面向民众的数据（支持率、法案投票）均为**聚合型数据**，不包含个体选民信息。 - 竞选资金数据源自联邦选举委员会的批量备案文件（160万条联邦捐款记录）。 - 资金链三角关联数据用于关联捐赠、投票与合同——**相关性不等于因果关系**。 - 美利坚合众国为宪政共和制国家。