100+ datasets found
  1. d

    Florida DOT Orlando ITS World Congress Vehicle Awareness Device

    • catalog.data.gov
    • data.transportation.gov
    • +4more
    Updated Jun 16, 2025
    + more versions
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    US Department of Transportation (2025). Florida DOT Orlando ITS World Congress Vehicle Awareness Device [Dataset]. https://catalog.data.gov/dataset/florida-dot-orlando-its-world-congress-vehicle-awareness-device
    Explore at:
    Dataset updated
    Jun 16, 2025
    Dataset provided by
    US Department of Transportation
    Area covered
    Florida, Orlando
    Description

    Florida DOT (FDOT) installed Vehicle Awareness Devices (VADs) on a set of Lynx transit buses as part of a demonstration for the ITS World Congress held in Orlando in October 2011. These VADs recorded vehicle data during the World Congress and continue to operate after the World Congress. Periodically the VADs are removed from the vehicles and the data files are retrieved. FHWA Has confirmed that the data do not contain identification of individual transit operators or any other forms for Personally Identifiable Information (PII). This legacy dataset was created before data.transportation.gov and is only currently available via the attached file(s). Please contact the dataset owner if there is a need for users to work with this data using the data.transportation.gov analysis features (online viewing, API, graphing, etc.) and the USDOT will consider modifying the dataset to fully integrate in data.transportation.gov.

  2. d

    2014 ITS World Congress Connected Vehicle Test Bed Demonstration Traveler...

    • catalog.data.gov
    • data.transportation.gov
    • +3more
    Updated Jun 16, 2025
    + more versions
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    USDOT (2025). 2014 ITS World Congress Connected Vehicle Test Bed Demonstration Traveler Situation Data [Dataset]. https://catalog.data.gov/dataset/2014-its-world-congress-connected-vehicle-test-bed-demonstration-traveler-situation-data
    Explore at:
    Dataset updated
    Jun 16, 2025
    Dataset provided by
    USDOT
    Description

    During the 2014 ITS World Congress a demonstration of the connected vehicle infrastructure in the City of Detroit was conducted. The test site included approximately 14 intersections around Detroit’s COBO convention center and involved 9 equipped vehicles. Traveler Situation Data (TSD) was obtained from the data warehouse, and not the data clearinghouse. Only 19 messages were obtained from our query as the current mode of operation of the Test Bed is that the warehouse only contains a few static messages, which are meant to serve as a proxy for future operation in which query submissions will only return message(s) relevant to the context in which the query was submitted. The messages that returned per a query submission communicates a pertinent advisor message which is in part contextualized by location and content. NOTE: All Extra Files are attached in 2014 ITS World Congress Connected Vehicle Test Bed Demonstration Vehicle Situation Data

  3. Georgia world congress center inc Import Company US

    • seair.co.in
    Updated Aug 31, 2017
    + more versions
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    Seair Exim (2017). Georgia world congress center inc Import Company US [Dataset]. https://www.seair.co.in
    Explore at:
    .bin, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    Aug 31, 2017
    Dataset provided by
    Seair Exim Solutions
    Authors
    Seair Exim
    Area covered
    United States
    Description

    Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

  4. A

    ‘2014 ITS World Congress Connected Vehicle Test Bed Demonstration Traveler...

    • analyst-2.ai
    Updated Feb 12, 2022
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2022). ‘2014 ITS World Congress Connected Vehicle Test Bed Demonstration Traveler Situation Data’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/data-gov-2014-its-world-congress-connected-vehicle-test-bed-demonstration-traveler-situation-data-5a43/8ea9943c/?iid=006-448&v=presentation
    Explore at:
    Dataset updated
    Feb 12, 2022
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘2014 ITS World Congress Connected Vehicle Test Bed Demonstration Traveler Situation Data’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/5c224e20-9ec8-4309-bcbf-324275906529 on 12 February 2022.

    --- Dataset description provided by original source is as follows ---

    During the 2014 ITS World Congress a demonstration of the connected vehicle infrastructure in the City of Detroit was conducted. The test site included approximately 14 intersections around Detroit’s COBO convention center and involved 9 equipped vehicles. Traveler Situation Data (TSD) was obtained from the data warehouse, and not the data clearinghouse. Only 19 messages were obtained from our query as the current mode of operation of the Test Bed is that the warehouse only contains a few static messages, which are meant to serve as a proxy for future operation in which query submissions will only return message(s) relevant to the context in which the query was submitted. The messages that returned per a query submission communicates a pertinent advisor message which is in part contextualized by location and content.

    NOTE: All Extra Files are attached in 2014 ITS World Congress Connected Vehicle Test Bed Demonstration Vehicle Situation Data

    --- Original source retains full ownership of the source dataset ---

  5. EWRI World Water Congress 2018 Presentation Dataset

    • catalog.data.gov
    Updated Nov 12, 2020
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    U.S. EPA Office of Research and Development (ORD) (2020). EWRI World Water Congress 2018 Presentation Dataset [Dataset]. https://catalog.data.gov/dataset/ewri-world-water-congress-2018-presentation-dataset
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    Dataset updated
    Nov 12, 2020
    Dataset provided by
    United States Environmental Protection Agencyhttp://www.epa.gov/
    Area covered
    World
    Description

    Data and Tables and Figures in EWRI 2018 presentation. This dataset is associated with the following publication: Blaisi, N., J. Roessler, W. Cheng, T. Townsend, and S. Al-Abed. Evaluation of the impact of lime softening waste disposal in natural environments. R. Cossu WASTE MANAGEMENT. Elsevier Science Ltd, New York, NY, USA, 43: 524-532, (2015).

  6. Global import data of Conference System

    • volza.com
    csv
    Updated Jun 30, 2025
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    Volza FZ LLC (2025). Global import data of Conference System [Dataset]. https://www.volza.com/p/conference-system/import/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 30, 2025
    Dataset provided by
    Volza
    Authors
    Volza FZ LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    17038 Global import shipment records of Conference System with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  7. d

    Replication data for: \"Congressional Voting on Funding the International...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 20, 2023
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    J Lawrence Broz (2023). Replication data for: \"Congressional Voting on Funding the International Financial Institutions.\" [Dataset]. http://doi.org/10.7910/DVN/IXPG3C
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    Dataset updated
    Nov 20, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    J Lawrence Broz
    Time period covered
    Jan 1, 1977 - Jan 1, 1998
    Description

    The United States is the largest contributor to the International Monetary Fund (IMF) and the World Bank, providing resources in exchange for voting power in these international financial institutions (IFIs). While the Treasury Department manages the day-to-day aspects of US participation in these institutions, Congress retains authority on funding. With the aim of understanding the microincentives of US support for the IFIs, I analyze congressional voting on bills to fund the IFIs. I argue that members of congress are more likely to support a funding increase (1) the more “liberal” their ideology, (2) the larger the share of campaign contributions they get from banks that specialize in international lending, and (3) the larger the share of voters that gain from economic globalization that reside in their districts. Statistical analyses of voting on five IFI funding bills since 1977 provide support for these arguments.

  8. A

    ‘Congressional Resignations’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Jan 28, 2022
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2022). ‘Congressional Resignations’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-congressional-resignations-82bf/96530de4/?iid=001-956&v=presentation
    Explore at:
    Dataset updated
    Jan 28, 2022
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Congressional Resignations’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/yamqwe/congressional-resignationse on 28 January 2022.

    --- Dataset description provided by original source is as follows ---

    About this dataset

    Congressional Resignations

    Data behind the story We’ve Never Seen Congressional Resignations Like This Before.

    congressional_resignations.csv contains information about the 615 members of Congress who resigned or were removed from office from March 4, 1901 (the first day of the 57th Congress) through January 15, 2018, including the resigning member’s party and district, the date they resigned, the reason for their resignation and the source of the information about their resignation.

    The reasons are categorized as follows:

    CodeCategory
    XUnwanted sexual contact
    AConsensual sex scandals
    BOther scandals
    COther office
    DPrivate sector
    EHealth/family
    FOther
    GLeft early
    HMilitary service
    IElection overturned
    This dataset was created by FiveThirtyEight and contains around 600 samples along with Congress, Member, technical information and other features such as: - Party - Resignation Date - and more.

    How to use this dataset

    • Analyze Source in relation to Category
    • Study the influence of Reason on District
    • More datasets

    Acknowledgements

    If you use this dataset in your research, please credit FiveThirtyEight

    Start A New Notebook!

    --- Original source retains full ownership of the source dataset ---

  9. Conference Intelligence Software Market Report | Global Forecast From 2025...

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). Conference Intelligence Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-conference-intelligence-software-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Conference Intelligence Software Market Outlook



    The global conference intelligence software market size was valued at approximately USD 850 million in 2023 and is projected to reach USD 2.4 billion by 2032, growing at a compound annual growth rate (CAGR) of 12.3% during the forecast period. This remarkable growth can be attributed to the increasing digitalization of corporate activities, the necessity for advanced communication tools, and the integration of artificial intelligence and data analytics into conference processes. As businesses worldwide strive for seamless interaction and efficient data management, conference intelligence software has become a pivotal asset, reshaping the communication landscape across various sectors.



    The expansion of the conference intelligence software market is significantly fueled by the rapid adoption of digital transformation strategies across industries. In today's interconnected world, organizations are increasingly reliant on sophisticated software solutions to manage conferences and events, both physically and virtually. The demand for seamless, real-time communication and data integration has accelerated the adoption of advanced solutions that offer comprehensive features, such as automated transcription, analytics, and AI-driven insights. These capabilities not only enhance productivity but also provide actionable intelligence, making them indispensable for businesses aiming to maintain a competitive edge in a fast-paced market.



    Another crucial growth factor is the increasing need for cost-efficient and scalable solutions in managing conferences and events. With globalization and the rise of remote work, organizations are looking for ways to streamline operations while minimizing expenses related to travel and in-person meetings. Conference intelligence software offers a viable solution by enabling virtual meetings and hybrid events that combine both digital and physical elements. This shift towards virtual events has been further accelerated by recent global events, such as the COVID-19 pandemic, which highlighted the necessity of maintaining business continuity through remote conferencing solutions. The ability of these platforms to scale according to the organization's needs ensures their continued adoption and growth.



    Additionally, the integration of artificial intelligence and machine learning into conference intelligence software is propelling market growth. AI-driven features such as sentiment analysis, automated note-taking, and personalized content recommendations are transforming the way users interact with conference platforms. These intelligent features enhance user engagement and provide valuable insights that can improve decision-making processes. As AI technology continues to advance, the potential applications within conference intelligence software will expand, further driving market demand. Organizations are eager to leverage these cutting-edge technologies to gain deeper insights and optimize their event management strategies.



    Regional outlook for the conference intelligence software market shows significant growth potential across different geographical areas. North America, with its early adoption of technology and a large base of tech-savvy enterprises, remains a leading market, followed by Europe, where regulatory frameworks supporting digital transformation are in place. The Asia Pacific region is expected to witness the highest growth rate during the forecast period, driven by the rapid digitalization of emerging economies and increased investment in IT infrastructure. Latin America and the Middle East & Africa are also poised for growth as businesses in these regions increasingly recognize the benefits of conference intelligence software in enhancing communication and collaboration.



    Component Analysis



    The conference intelligence software market is broadly segmented into software and services components. Software, comprising the core technological solutions, forms the backbone of this market segment. It includes platforms that integrate various features such as video conferencing, data analytics, and AI capabilities to enhance the conferencing experience. Software solutions can be customized to meet the specific needs of different organizations, making them a highly desirable component of conference intelligence. As technology evolves, software offerings are becoming more sophisticated, incorporating capabilities like real-time language translation and advanced security measures to protect sensitive data during conferences.



    Services, the other component of this market segment, play a

  10. e

    Eximpedia Export Import Trade

    • eximpedia.app
    Updated Jan 9, 2025
    + more versions
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    Seair Exim (2025). Eximpedia Export Import Trade [Dataset]. https://www.eximpedia.app/
    Explore at:
    .bin, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    Jan 9, 2025
    Dataset provided by
    Eximpedia PTE LTD
    Eximpedia Export Import Trade Data
    Authors
    Seair Exim
    Area covered
    Slovakia, Grenada, Estonia, Algeria, Mayotte, Barbados, Sao Tome and Principe, Timor-Leste, Spain, Tanzania
    Description

    Georgia World Congress Center Company Export Import Records. Follow the Eximpedia platform for HS code, importer-exporter records, and customs shipment details.

  11. Global export data of Conference System

    • volza.com
    csv
    Updated Jun 27, 2025
    + more versions
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    Volza FZ LLC (2025). Global export data of Conference System [Dataset]. https://www.volza.com/p/conference-system/export/export-from-japan/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 27, 2025
    Dataset provided by
    Volza
    Authors
    Volza FZ LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Count of exporters, Sum of export value, 2014-01-01/2021-09-30, Count of export shipments
    Description

    117 Global export shipment records of Conference System with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  12. Georgia world congress center skov a/s booth b8775 USA Import & Buyer Data

    • seair.co.in
    Updated Jan 5, 2017
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    Seair Exim (2017). Georgia world congress center skov a/s booth b8775 USA Import & Buyer Data [Dataset]. https://www.seair.co.in
    Explore at:
    .bin, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    Jan 5, 2017
    Dataset provided by
    Seair Exim Solutions
    Authors
    Seair Exim
    Area covered
    United States
    Description

    Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

  13. United States CCI: Present Situation: sa: Employment: Jobs Not So Plentiful

    • ceicdata.com
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    CEICdata.com, United States CCI: Present Situation: sa: Employment: Jobs Not So Plentiful [Dataset]. https://www.ceicdata.com/en/united-states/consumer-confidence-index/cci-present-situation-sa-employment-jobs-not-so-plentiful
    Explore at:
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 2024 - Feb 1, 2025
    Area covered
    United States
    Variables measured
    Consumer Survey
    Description

    United States CCI: Present Situation: sa: Employment: Jobs Not So Plentiful data was reported at 51.700 % in Apr 2025. This records an increase from the previous number of 50.300 % for Mar 2025. United States CCI: Present Situation: sa: Employment: Jobs Not So Plentiful data is updated monthly, averaging 50.500 % from Feb 1967 (Median) to Apr 2025, with 637 observations. The data reached an all-time high of 60.200 % in Dec 2001 and a record low of 30.500 % in Sep 2021. United States CCI: Present Situation: sa: Employment: Jobs Not So Plentiful data remains active status in CEIC and is reported by The Conference Board. The data is categorized under Global Database’s United States – Table US.H049: Consumer Confidence Index. [COVID-19-IMPACT]

  14. VšĮ World Jewish Congress - Eastern and Central Europe - turnover, revenue,...

    • okredo.com
    Updated Jul 14, 2025
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    Okredo (2025). VšĮ World Jewish Congress - Eastern and Central Europe - turnover, revenue, profit | Okredo [Dataset]. https://okredo.com/en-lt/company/vsi-world-jewish-congress-eastern-and-central-europe-303376982/finance
    Explore at:
    Dataset updated
    Jul 14, 2025
    Dataset authored and provided by
    Okredo
    License

    https://okredo.com/en-lt/general-ruleshttps://okredo.com/en-lt/general-rules

    Time period covered
    2020 - 2023
    Area covered
    Central Europe, Central and Eastern Europe, Europe, Lithuania
    Variables measured
    Equity (€), Turnover (€), CurrentAssets (€), Non-current Assets (€), Amounts Payable And Liabilities (€)
    Description

    VšĮ World Jewish Congress - Eastern and Central Europe financial data: profit, annual turnover, paid taxes, sales revenue, equity, assets (long-term and short-term), profitability indicators.

  15. d

    Replication Data for: Towards a Theory of Minority-Party Influence in the...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 8, 2023
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    Tessa Provins; Jeffery A. Jenkins; Nathan W. Monroe (2023). Replication Data for: Towards a Theory of Minority-Party Influence in the U.S. Congress: Whip Counts, Amendment Votes, and Minority Leverage in the House [Dataset]. http://doi.org/10.7910/DVN/WABAM0
    Explore at:
    Dataset updated
    Nov 8, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    Tessa Provins; Jeffery A. Jenkins; Nathan W. Monroe
    Description

    The literature on congressional decision-making has largely ignored the influence of the minority party in the legislative process, particularly in the U.S. House of Representatives. This omission follows from the widely held belief that the majority party dominates the agenda-setting process, and thus is primarily responsible for determining legislative outcomes. Though we agree that the minority party rarely achieves major policy success in Congress, we argue that the minority has significantly more influence over the legislative agenda than is commonly believed – and we begin establishing a foundation for a broader theory of minority-party influence. We posit that, under some conditions, the minority has enough bargaining leverage to get floor votes on their proposals, in the form of both amendments and bills. To investigate this claim, we first examine minority-party disappointments and majority-party rolls across the post-World War II era. We then test our hypothesis using whip count data from the House and show that when a whip count on a bill occurs, the likelihood of a minority amendment disappointment and a majority amendment roll increases, respectively. This suggests that the more leverage the minority party has, the more we see their legislative proposals on the floor.

  16. Freeman georgia world congress cent Import Company US

    • seair.co.in
    Updated Jul 30, 2017
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    Seair Exim (2017). Freeman georgia world congress cent Import Company US [Dataset]. https://www.seair.co.in
    Explore at:
    .bin, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    Jul 30, 2017
    Dataset provided by
    Seair Exim Solutions
    Authors
    Seair Exim
    Area covered
    United States
    Description

    Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

  17. Global import data of Video Conference

    • volza.com
    csv
    Updated Sep 7, 2025
    + more versions
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    Volza FZ LLC (2025). Global import data of Video Conference [Dataset]. https://www.volza.com/imports-global/global-import-data-of-video+conference
    Explore at:
    csvAvailable download formats
    Dataset updated
    Sep 7, 2025
    Dataset provided by
    Volza
    Authors
    Volza FZ LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    4615 Global import shipment records of Video Conference with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  18. Global import data of Conference,phone

    • volza.com
    csv
    Updated Jul 16, 2025
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    Volza FZ LLC (2025). Global import data of Conference,phone [Dataset]. https://www.volza.com/p/conference-or-phone/import/import-in-india/coo-malaysia/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset provided by
    Volza
    Authors
    Volza FZ LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    614 Global import shipment records of Conference,phone with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  19. Venezuela Central Government: Expenditure: Congress of the Republic

    • ceicdata.com
    • dr.ceicdata.com
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    CEICdata.com, Venezuela Central Government: Expenditure: Congress of the Republic [Dataset]. https://www.ceicdata.com/en/venezuela/central-government-expenditure-quarterly/central-government-expenditure-congress-of-the-republic
    Explore at:
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 1999 - Dec 1, 1999
    Area covered
    Venezuela
    Variables measured
    Operating Statement
    Description

    Venezuela Central Government: Expenditure: Congress of the Republic data was reported at 18,964.325 VEF th in Dec 1999. This records an increase from the previous number of 14,189.325 VEF th for Sep 1999. Venezuela Central Government: Expenditure: Congress of the Republic data is updated quarterly, averaging 15,126.325 VEF th from Mar 1999 (Median) to Dec 1999, with 4 observations. The data reached an all-time high of 18,964.325 VEF th in Dec 1999 and a record low of 13,757.325 VEF th in Jun 1999. Venezuela Central Government: Expenditure: Congress of the Republic data remains active status in CEIC and is reported by Ministry of Economy, Finance and Public Banking. The data is categorized under Global Database’s Venezuela – Table VE.F005: Central Government: Expenditure: Quarterly.

  20. d

    2022 Congressional Earmarks

    • data.world
    csv, zip
    Updated Apr 9, 2024
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    Aaron Kessler (2024). 2022 Congressional Earmarks [Dataset]. https://data.world/aaron-kessler-ap/congressional-earmarks
    Explore at:
    csv, zipAvailable download formats
    Dataset updated
    Apr 9, 2024
    Authors
    Aaron Kessler
    Description

    Overview

    The publication of the data and story is EMBARGOED until 3:01 a.m. ET on Monday, April 4, 2022. It is intended for print publication on or after April 4. The data may be used for reporting immediately.

    This dataset includes a combined set of congressional earmarks tied to the $1.5 trillion federal spending bill passed in March 2022.

    The source documents were released by the relevant appropriations committees as PDF files. The AP has extracted the information and compiled a spreadsheet with all 4,975 listed projects. Each row lists the federal agency and program that administers the money. There’s also a description of the project — sometimes frustratingly vague — and its location, the amount approved and the House and Senate members who requested them.

    The data can be searched and sorted to see who got what. Many projects were requested by multiple lawmakers, but there’s no double-counting — each project is listed only once. Some projects may have lawmakers from only one chamber doing the requesting, while others can have members from both the House and Senate. If a lawmaker’s name does not appear at all in the dataset, that means they didn’t receive projects.

    The data accompanies a story published on April 4, 2022 that detailed the spending earmarked by members of Congress in the latest federal funding bill passed and signed by the President. The story found:

    • "Home-district projects for members of Congress are back, sprinkled across the government-wide $1.5 trillion bill President Joe Biden signed recently. The official tally shows amounts modest by past standards yet spread widely around the country — and that understate what lawmakers are claiming credit for.
    • The bipartisan measure, financing federal agencies this year, contains 4,975 such projects worth $9.7 billion, according to an Associated Press examination of items attributed to specific lawmakers in documents accompanying the bill. The listed projects, long called earmarks, ranged from $4,000 for evidence detection equipment for Huntington, West Virginia, to $350 million to help restore Florida’s vast but imperiled Everglades.
    • The projects' reemergence after an 11-year hiatus, with transparency requirements and other curbs, marks a revival of expenditures that let lawmakers tout achievements to voters and help party leaders build support for legislation. While still vilified by some, especially conservatives, as emblems of influence peddling and wasteful spending, they've been embraced by lawmakers from both parties, who cite Congress’ constitutional power of the purse and say they know their local needs."

      Findings

    • There were 4,975 earmarked projects worth a total of $9.7 billion included.

    • Retiring Sen. Richard Shelby attained $126 million for two campuses of the University of Alabama, his alma mater, including for an endowment for its flagship Tuscaloosa campus to hire science and engineering faculty. There was also hundreds of millions to improve the city of Mobile's seaport and airport, part of a total $648 million he amassed for his state.

    • Senate Majority Leader Chuck Schumer, D-N.Y., had 203 projects for New York, ranging from $27 million to upgrade Fort Drum's water systems to $44,000 for neighborhood improvements in the city of Geneva, the AP found. Facing what should be easy reelection this fall, Schumer totaled $314 million, including at least $23 million for hospitals, violence prevention and other programs in his home borough of Brooklyn.

    • Of five senators facing tough reelection races this fall, three Democrats received at least $81 million each in projects: Sens. Mark Kelly of Arizona, Catherine Cortez Masto of Nevada and Raphael Warnock of Georgia. Two others, Sens. Maggie Hassan, D-N.H., and Ron Johnson, R-Wis., requested and received none.

    • While House Minority Leader Kevin McCarthy, R-Calif., wasn't listed as getting any projects, his top two lieutenants were. No. 2 leader Steve Scalise, R-La., got $31 million, including $5 million for Louisiana State University aerospace research. No. 3 GOP leader Elise Stefanik, R-N.Y., won $35 million, including sharing credit with Schumer and Gillibrand for improving Fort Drum's $27 million water project.

      About This Data

      The original source of the data was 10 PDF files which can be found here: https://www.appropriations.senate.gov/imo/media/doc/AG CPF CDS FINAL FOR STATEMENT.pdf https://www.appropriations.senate.gov/imo/media/doc/CJS_CDS_V6.pdf https://www.appropriations.senate.gov/imo/media/doc/Defense_CDS.pdf https://www.appropriations.senate.gov/imo/media/doc/EW_CDSV5.pdf https://www.appropriations.senate.gov/imo/media/doc/FSGG Printed CDS Table.pdf https://www.appropriations.senate.gov/imo/media/doc/HOMELAND_CDS.pdf https://www.appropriations.senate.gov/imo/media/doc/INT_CDS_V3.PDF https://www.appropriations.senate.gov/imo/media/doc/LHHS_CDS_V3 (GPO Turn 3-5).pdf https://www.appropriations.senate.gov/imo/media/doc/MilCon_CDS.pdf https://www.appropriations.senate.gov/imo/media/doc/THUD_CDS_V5.pdf

    Each file contained earmarks tied to a certain appropriations subject area or funding steam, such as agriculture, defense or transportation.

    The AP extracted the information from these documents and then combined them into a single dataset. Several of the documents included additional columns that were not present in the majority of the appropriations tables, and yet others included columns with different names and/or that were filled in with slightly different information.

    The AP reconciled and consolidated these disparate columns together to create a dataset including the most relevant pieces of information in a standardized way.

    Please note the source documents identified requesting members of congress by their name alone, and that multiple House or Senate requestors were listed together in a single column. The AP did not change that method for this data release. This means you can filter by a member's name to see all of his or her earmarks, however you won't be able to create "top 10 members" or "top 10 states" rankings using the file alone as it is provided. (For the initial story accompanying this data release, the AP also relied on separate work by the nonprofit group Taxpayers for Common Sense who had conducted work to standardize and match up the member names to states and legislative votes. Reporters may contact them as well to obtain the TCS dataset if you should wish.)

    Included Data

    earmarks_combined - An Excel spreadsheet containing the earmarked projects

    Additional Data Queries

    Filter by project location

    Filter by requestor in either chamber

    Filter by Senate requestor

    Filter by House requestor

    Total dollars earmarked by appropriations category

    Using This Data

    Notes and suggestions for reporters on using this data for their own stories

    Caveats

    • Please note the source documents identified requesting members of congress by their name alone, and that multiple House or Senate requestors were listed together in a single column. The AP did not change that method for this data release. This means you can filter by a member's name to see all of his or her earmarks, however you won't be able to create "top 10 members" or "top 10 states" rankings using the file alone as it is provided. (For the initial story accompanying this data release, the AP also relied on separate work by the nonprofit group Taxpayers for Common Sense who had conducted work to standardize and match up the member names to states and legislative votes. Reporters may contact them as well to obtain the TCS dataset if you should wish.)
    • Some earmarks may have resulted from a request by the Biden White House itself, though only a small number of the appropriations documents provided information on those instances. The AP’s standardized dataset includes only the ultimate total requested for the project, even if in some instances part or all of that earmark originated with the Biden administration. While this affects only a small number of records, some notable instances include the $350 million Everglades restoration project, requested by Rep. Brian Mast, R-Fla., and at least $99 million that Sen. Shelby procured was also proposed by the president.
    • Location information can be a bit fluid in how it was documented by the appropriations committees. Sometimes a city,
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US Department of Transportation (2025). Florida DOT Orlando ITS World Congress Vehicle Awareness Device [Dataset]. https://catalog.data.gov/dataset/florida-dot-orlando-its-world-congress-vehicle-awareness-device

Florida DOT Orlando ITS World Congress Vehicle Awareness Device

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Dataset updated
Jun 16, 2025
Dataset provided by
US Department of Transportation
Area covered
Florida, Orlando
Description

Florida DOT (FDOT) installed Vehicle Awareness Devices (VADs) on a set of Lynx transit buses as part of a demonstration for the ITS World Congress held in Orlando in October 2011. These VADs recorded vehicle data during the World Congress and continue to operate after the World Congress. Periodically the VADs are removed from the vehicles and the data files are retrieved. FHWA Has confirmed that the data do not contain identification of individual transit operators or any other forms for Personally Identifiable Information (PII). This legacy dataset was created before data.transportation.gov and is only currently available via the attached file(s). Please contact the dataset owner if there is a need for users to work with this data using the data.transportation.gov analysis features (online viewing, API, graphing, etc.) and the USDOT will consider modifying the dataset to fully integrate in data.transportation.gov.

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