According to a September 2021 survey, the main financial challenges among business event planners and suppliers worldwide were budgeting issues. Around 32 percent of respondents considered the hybrid events' pricing as the most challenging financial problem. Meanwhile, 30 percent of the survey sample indicated budgeting in terms of face-to-face attendance expectations as the most problematic issue.

The ChFinAnn dataset is a publicly available financial event dataset that includes five types of financial events: Equity Freeze, Equity Pledge, Equity Repurchase, Equity Overweight, and Equity Underweight. This dataset consists of 32040 samples and 48000 event records, of which approximately 29% of the documents contain more than one record. In addition, 98% of the records have arguments scattered across different sentences, which poses additional challenges for event extraction. This dataset was built to support document level event extraction asks, particularly in the financial field. It is not only large in scale, but also has the characteristics of multi event recording and argument dispersion, which make it a valuable resource for researching document level event extraction.

Ten years (2008-2018) ChFinAnn documents and human-summarized event knowledge bases to conduct the DS-based event labeling. Five event types included: Equity Freeze (EF), Equity Repurchase (ER), Equity Underweight (EU), Equity Overweight (EO) and Equity Pledge (EP), which belong to major events required to be disclosed by the regulator and may have a huge impact on the company value. To ensure the labeling quality, the authors set constraints for matched document-record pairs.

There are 32, 040 documents in total, and this number is ten times larger than 2, 976 of DCFEE and about 53 times larger than 599 of ACE 2005. These documents are divided into train, development, and test set with the proportion of 8 : 1 : 1 based on the time order. This DS-generated data are pretty good, achieving high precision and acceptable recall. In later experiments, the authors directly employ the automatically generated test set for evaluation due to its much broad coverage.

financebench/finance-events-latest dataset hosted on Hugging Face and contributed by the HF Datasets community

Event Studies are overwhelmingly widespread in financial research, providing tools for shedding light on market efficiency, as well as measuring the impact of various occurrences on public firms’ security prices. Mastering the Event Study approach is essential for researchers and practitioners alike.

Event Studies for Financial Research aims to help readers obtain valuable hands-on experience with Event Study tools and gain technical skills for conducting their own studies. Kliger and Gurevich provide a detailed application of their approach, which consists of a description of the method, references, guided applications, and elaborated framework for implementing the applications.

Live Briefs Investor – US Covering thousands of listed securities and events across 80 news categories, Live Briefs Investor US is specifically designed to keep individual investors and active traders on top of breaking news that is likely to affect their portfolios.

Most of the largest and most respected retail and self-directed brokerage firms in the North America rely on MT Newswires to provide their clients with complete coverage of the financial markets. The Investor service includes timely and insightful commentary on equities, commodities, ETFs, economics, forex, options and fixed income assets throughout the day (6:30 am to 6:30 pm EST).

Every story is ticker-tagged and category-coded to allow for seamless platform integration. US Equities – significant events affecting individual public companies in the US: After-hours and pre-market news, trading activity and technical price level indications; Earnings estimate change alerts; Analyst Rating Changes- the most comprehensive view and coverage of rating changes available anywhere; ETF Power Play – daily trends in ETF trading activity; Mini and detailed sector summaries – pre-market, mid-day, and closing; Market Chatter – real-time coverage of trading desk rumors and breaking news; Zero noise: Only premium, original news and event analysis. Never any fillers (press releases, non-market related news, etc.).

In 2019, 24 Islamic finance conferences were hosted by Malaysia. In the same year, there were 463 events which consist of 143 conferences and 320 seminars. These events were part of the Islamic finance awareness campaign.

Between 2022 and 2050, storms are expected to account for nearly half of the direct economic losses resulting from water risk across the globe. Meanwhile, floods are estimated to incur a financial loss of around 36 percent, whereas only 15 percent are from droughts.

Techsalerator’s News Event Data in Latin America offers a detailed and extensive dataset designed to provide businesses, analysts, journalists, and researchers with an in-depth view of significant news events across the Latin American region. This dataset captures and categorizes key events reported from a wide array of news sources, including press releases, industry news sites, blogs, and PR platforms, offering valuable insights into regional developments, economic changes, political shifts, and cultural events.

Key Features of the Dataset: Comprehensive Coverage:

The dataset aggregates news events from numerous sources such as company press releases, industry news outlets, blogs, PR sites, and traditional news media. This broad coverage ensures a wide range of information from multiple reporting channels. Categorization of Events:

News events are categorized into various types including business and economic updates, political developments, technological advancements, legal and regulatory changes, and cultural events. This categorization helps users quickly locate and analyze information relevant to their interests or sectors. Real-Time Updates:

The dataset is updated regularly to include the most recent events, ensuring users have access to the latest news and can stay informed about current developments. Geographic Segmentation:

Events are tagged with their respective countries and regions within Latin America. This geographic segmentation allows users to filter and analyze news events based on specific locations, facilitating targeted research and analysis. Event Details:

Each event entry includes comprehensive details such as the date of occurrence, source of the news, a description of the event, and relevant keywords. This thorough detailing helps in understanding the context and significance of each event. Historical Data:

The dataset includes historical news event data, enabling users to track trends and perform comparative analysis over time. This feature supports longitudinal studies and provides insights into how news events evolve. Advanced Search and Filter Options:

Users can search and filter news events based on criteria such as date range, event type, location, and keywords. This functionality allows for precise and efficient retrieval of relevant information. Latin American Countries Covered: South America: Argentina Bolivia Brazil Chile Colombia Ecuador Guyana Paraguay Peru Suriname Uruguay Venezuela Central America: Belize Costa Rica El Salvador Guatemala Honduras Nicaragua Panama Caribbean: Cuba Dominican Republic Haiti (Note: Primarily French-speaking but included due to geographic and cultural ties) Jamaica Trinidad and Tobago Benefits of the Dataset: Strategic Insights: Businesses and analysts can use the dataset to gain insights into significant regional developments, economic conditions, and political changes, aiding in strategic decision-making and market analysis. Market and Industry Trends: The dataset provides valuable information on industry-specific trends and events, helping users understand market dynamics and emerging opportunities. Media and PR Monitoring: Journalists and PR professionals can track relevant news across Latin America, enabling them to monitor media coverage, identify emerging stories, and manage public relations efforts effectively. Academic and Research Use: Researchers can utilize the dataset for longitudinal studies, trend analysis, and academic research on various topics related to Latin American news and events. Techsalerator’s News Event Data in Latin America is a crucial resource for accessing and analyzing significant news events across the region. By providing detailed, categorized, and up-to-date information, it supports effective decision-making, research, and media monitoring across diverse sectors.

This dataset comes from the Annual Community Survey question about satisfaction with the Value of Special Events. The Community Survey question relating to the Value of Special Events performance measure: "Please rate your level of satisfaction with each of the following: a) Value & benefits received by City from special events." Respondents are asked to rate their satisfaction level on a scale of 5 to 1, where 5 means "Very Satisfied" and 1 means "Very Dissatisfied" (without "don't know" as an option).The survey is mailed to a random sample of households in the City of Tempe and has a 95% confidence level.This page provides data for the Value of Special Events performance measure. The performance measure dashboard is available at 3.19 Value of Special Events.Additional InformationSource: Community Attitude Survey ( Vendor: ETC Institute)Contact: Wydale HolmesContact E-Mail: wydale_holmes@tempe.govData Source Type: Excel and PDFPreparation Method: Extracted from Annual Community Survey resultsPublish Frequency: AnnualPublish Method: Manual Data Dictionary

This dictionary gathers different disciplines and topics such as: finance, economy, trade, business, stock-exchange, banking, firms, negotiation, mailing, telephone conversation, values, etc. It also includes many phrases relevant for business, impersonal expressions, conjugated sentences, relevant sentences, standard sentences, synonyms, abbreviations. The DISCIPLINE field gives a subdivision into sectors : stock exchange, trade, export, business, values, economy, banking, etc. Single words are associated with the meaning or event which they apply to.Languages : French - English (GB, US), English (GB, US) - FrenchNumber of entries: 91,300. Number of terms per language: about -10% with respect to the number of entries (i.e. ca. 82,000 terms)Disciplines: about 105Format: .DBF files, sorted alphabetically in French and EnglishA viewer is also available upon demand. This software enables a spontaneous search French => English and English => French in the database according to different criteria:- by beginning of term, - by included word,- by discipline,- by abbreviation.Terms, phrases and conjugated sentences are sorted alphabetically.Examples : phrases beginning with "à" : à terme, à titre gracieux, à titre onéreux, à vue...; "en" : en compte, en vigueur..., "prix" : prix abordable, prix choc, prix exorbitant...Viewing format: .FIC (Windev)Please note that the prices indicated here are dependent from the number of entries available which is growing constantly. Please contact us for further details.

This data set provides economic impact from two of Events East Group business groups: Halifax Convention Centre and Scotiabank Centre.

Over the past five years, rising disposable income and a temporary spike in the marriage rate didn’t do much to support demand for event planners, as most consumers and businesses lost their footing following a period of economic volatility. When social distancing guidelines eased, party and event planners experienced a moderate surge as clients who postponed their events during the pandemic were eager to celebrate. This temporary advancement was not enough for party planners to significantly recover, with revenue rising at a CAGR of just 0.1% over the past five years. Revenue will total $6.8 billion in 2024, when it will contract 0.8%. Many businesses shifted to remote work and as office rental vacancies remained high, party and event planners saw less business from corporate clients. Inflationary pressures and falling consumer confidence disincentivized businesses from seeking party and event planners’ services, encouraging them to focus on essential purchases and cutting discretionary spending. Despite facing headwinds, party and event planners enjoyed mild profit growth because of the surge in marriages in 2021 and 2022, as pent-up demand following the lifting of social distancing measures spurred renewed demand.Over the next five years, party and event planners will undergo modest growth. Rising disposable income and higher corporate profit than the current period will support party planners. Still, a plummeting marriage rate and a preference for DIY will continue to limit revenue and profit growth. Barriers to entry will remain low as virtual event planning services remain popular, allowing new planners to enter and intensify internal competition. Industry revenue is expected to expand at a CAGR of 0.7% to $7.1 billion through the end of 2029.

Techsalerator’s News Event Data in Asia offers a detailed and expansive dataset designed to provide businesses, analysts, journalists, and researchers with comprehensive insights into significant news events across the Asian continent. This dataset captures and categorizes major events reported from a diverse range of news sources, including press releases, industry news sites, blogs, and PR platforms, offering valuable perspectives on regional developments, economic shifts, political changes, and cultural occurrences.

Key Features of the Dataset: Extensive Coverage:

The dataset aggregates news events from a wide range of sources such as company press releases, industry-specific news outlets, blogs, PR sites, and traditional media. This broad coverage ensures a diverse array of information from multiple reporting channels. Categorization of Events:

News events are categorized into various types including business and economic updates, political developments, technological advancements, legal and regulatory changes, and cultural events. This categorization helps users quickly find and analyze information relevant to their interests or sectors. Real-Time Updates:

The dataset is updated regularly to include the most current events, ensuring users have access to the latest news and can stay informed about recent developments as they happen. Geographic Segmentation:

Events are tagged with their respective countries and regions within Asia. This geographic segmentation allows users to filter and analyze news events based on specific locations, facilitating targeted research and analysis. Event Details:

Each event entry includes comprehensive details such as the date of occurrence, source of the news, a description of the event, and relevant keywords. This thorough detailing helps users understand the context and significance of each event. Historical Data:

The dataset includes historical news event data, enabling users to track trends and perform comparative analysis over time. This feature supports longitudinal studies and provides insights into the evolution of news events. Advanced Search and Filter Options:

Users can search and filter news events based on criteria such as date range, event type, location, and keywords. This functionality allows for precise and efficient retrieval of relevant information. Asian Countries and Territories Covered: Central Asia: Kazakhstan Kyrgyzstan Tajikistan Turkmenistan Uzbekistan East Asia: China Hong Kong (Special Administrative Region of China) Japan Mongolia North Korea South Korea Taiwan South Asia: Afghanistan Bangladesh Bhutan India Maldives Nepal Pakistan Sri Lanka Southeast Asia: Brunei Cambodia East Timor (Timor-Leste) Indonesia Laos Malaysia Myanmar (Burma) Philippines Singapore Thailand Vietnam Western Asia (Middle East): Armenia Azerbaijan Bahrain Cyprus Georgia Iraq Israel Jordan Kuwait Lebanon Oman Palestine Qatar Saudi Arabia Syria Turkey (partly in Europe, but often included in Asia contextually) United Arab Emirates Yemen Benefits of the Dataset: Strategic Insights: Businesses and analysts can use the dataset to gain insights into significant regional developments, economic conditions, and political changes, aiding in strategic decision-making and market analysis. Market and Industry Trends: The dataset provides valuable information on industry-specific trends and events, helping users understand market dynamics and identify emerging opportunities. Media and PR Monitoring: Journalists and PR professionals can track relevant news across Asia, enabling them to monitor media coverage, identify emerging stories, and manage public relations efforts effectively. Academic and Research Use: Researchers can utilize the dataset for longitudinal studies, trend analysis, and academic research on various topics related to Asian news and events. Techsalerator’s News Event Data in Asia is a crucial resource for accessing and analyzing significant news events across the continent. By offering detailed, categorized, and up-to-date information, it supports effective decision-making, research, and media monitoring across diverse sectors.

According to a survey carried out in 2024, the top concerns financial instruments could mitigate over the next 10 years included debt, inflation, and asset bubble bursts, highlighting a strong focus on economic stability. Social risks like inequality and the lack of infrastructure were also recognized, though with less confidence in financial solutions. Environmental risks, such as extreme weather events, ranked lower, suggesting the need for alternative approaches beyond financial instruments.

In 2019, Indonesia hosted about 93 Islamic finance seminars. In the same year, there were 463 events which consist of 143 conferences and 320 seminars. These events were part of the Islamic finance awareness campaign.

The Economic Indictor Service (EIS) aims to deliver professional economic content to financial institutions on both the buy and sell side service providers. This service covers 136 countries and 43,000 recurring indicators, which are updated on a real-time basis.

We are currently adding additional indicators/countries from Africa as well as expanding our coverage of Indicators in G20. In addition, it provided data of over 1,700 non-recurring indicators in 2020.

The EIS service includes historic data on recurring economic indicators. Recurring events include GDP data, unemployment releases, PMI numbers etc. Information on economic indicators, includes details of issuing agency and historical data series is made available depending on its availability.

The two components available for the Economic Calendar are the following:

1. Live Calendar - updated 24/5 immediately after the data is released and with limited history for recurring indicators.

2. Historical Database - Database of all recurring indicators (with complete history) and non-recurring indicators

Live Calendar can be embedded on client's website using iFrame or API. Historical Database can be made available via API or FTP.

Additional Features of the Economic Indicator Service - Delivery of unique newsfeed by using algorithms and analysts - Feed to client’s website with customized branding - Automatic feed to social media accounts, such as: Twitter and Facebook - Desktop ticker updates - Mobile App integration - Bespoke dashboards for macro-economic & industry reports And most importantly, clients can customize filters to get the specific economic indicators (e.g. for specific countries) they need.

A good retail broker can gain advantage by minimizing the time lag in real time information flow to retail investors vis-à-vis institutional investors. One way to achieve this is by providing access to clients with timely and accurate access to all major economic and other market moving announcements / data. - In order to minimize this disadvantage, many broker dealers provide economic calendar and news flows on their trading platforms. - We have developed two distinct products – Economic Calendar and Economic News to meet this requirement.

Contact Ilze Gouws, i.gouws@africadata.com for more information.

Data quality and timeliness are key to successful corporate actions processing. Our experienced and dedicated teams with local market expertise collect and enrich data from multiple sources to create one consolidated, clean event record. The SIX Flex® Corporate Action Events package gives professionals access to high-quality and timely corporate actions data on a global scale.

This event log pertains to a loan application process of a Dutch financial institute. The data contains all offers made for an accepted application in the event log 10.4121/uuid:5f3067df-f10b-45da-b98b-86ae4c7a310b. All of the events in this log are also in the BPI Challenge 2017 event log (10.4121/uuid:5f3067df-f10b-45da-b98b-86ae4c7a310b). This subset is provided for convenience and the IDs are persistent between the two datasets. Parent item: BPI Challenge 2017 This event log pertains to a loan application process of a Dutch financial institute. The data contains all applications filed trough an online system in 2016 and their subsequent events until February 1st 2017, 15:11. The company providing the data and the process under consideration is the same as doi:10.4121/uuid:3926db30-f712-4394-aebc-75976070e91f. However, the system supporting the process has changed in the meantime. In particular, the system now allows for multiple offers per application. These offers can be tracked through their IDs in the log.

This statistic presents the economic impact of major cultural and sporting events in London between 2013 and 2016. From the analysis by London & Partners, the impact of major events on London's economy in 2016 was valued at 438 million British pounds.