75 datasets found
  1. d

    US CEO Contact Data | 1.8MM+ CEO Profiles with Validated Work Email, Mobile...

    • datarade.ai
    .json, .csv, .xls
    Updated Aug 12, 2023
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    Salutary Data (2023). US CEO Contact Data | 1.8MM+ CEO Profiles with Validated Work Email, Mobile Phone + More [Dataset]. https://datarade.ai/data-products/salutary-data-us-ceo-contact-data-500k-ceo-profiles-with-salutary-data
    Explore at:
    .json, .csv, .xlsAvailable download formats
    Dataset updated
    Aug 12, 2023
    Dataset authored and provided by
    Salutary Data
    Area covered
    United States of America
    Description

    Salutary Data is a boutique, B2B contact and company data provider that's committed to delivering high quality data for sales intelligence, lead generation, marketing, recruiting / HR, identity resolution, and ML / AI. Our database currently consists of 148MM+ highly curated B2B Contacts ( US only), along with over 4MM+ companies, and is updated regularly to ensure we have the most up-to-date information.

    We can enrich your in-house data ( CRM Enrichment, Lead Enrichment, etc.) and provide you with a custom dataset ( such as a lead list) tailored to your target audience specifications and data use-case. We also support large-scale data licensing to software providers and agencies that intend to redistribute our data to their customers and end-users.

    What makes Salutary unique? - We offer our clients a truly unique, one-stop aggregation of the best-of-breed quality data sources. Our supplier network consists of numerous, established high quality suppliers that are rigorously vetted. - We leverage third party verification vendors to ensure phone numbers and emails are accurate and connect to the right person. Additionally, we deploy automated and manual verification techniques to ensure we have the latest job information for contacts. - We're reasonably priced and easy to work with.

    Products: API Suite Web UI Full and Custom Data Feeds

    Services: Data Enrichment - We assess the fill rate gaps and profile your customer file for the purpose of appending fields, updating information, and/or rendering net new “look alike” prospects for your campaigns. ABM Match & Append - Send us your domain or other company related files, and we’ll match your Account Based Marketing targets and provide you with B2B contacts to campaign. Optionally throw in your suppression file to avoid any redundant records. Verification (“Cleaning/Hygiene”) Services - Address the 2% per month aging issue on contact records! We will identify duplicate records, contacts no longer at the company, rid your email hard bounces, and update/replace titles or phones. This is right up our alley and levers our existing internal and external processes and systems.

  2. Job Application Email (Anonymized & Feature-Rich)

    • kaggle.com
    Updated Apr 15, 2025
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    Rashmi Shree (2025). Job Application Email (Anonymized & Feature-Rich) [Dataset]. https://www.kaggle.com/datasets/rasho330/job-application-email-anonymized-and-feature-rich
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 15, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Rashmi Shree
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Description

    This dataset consists of a curated and anonymized collection of real job application confirmation emails from a Gmail inbox. It includes confirmation emails, rejection notices, and other relevant correspondences. The dataset was originally curated to address the challenge of eliminating manual job application tracking, allowing for automatic tracking directly from the inbox, capturing application confirmations and rejection notifications.

    The dataset has been carefully pre-processed, cleaned, and enriched with derived features such as:

    1. 📅 Parsed Date and Time
    2. 🕒 Week, Month, and Year of Email
    3. ⏱️ Days Since Email Received
    4. 📩 Email Subject and Body
    5. 🏢 Company Name (Parsed from Subject/Body)
    6. 📊 Application Status Insights

    The dataset was originally curated to build a job application tracking agent that can automatically extract and track application updates—such as confirmations, rejections, interview invites, and assessment notifications—directly from the inbox. The goal was to enable users to easily interact with an AI assistant to analyze and manage their job search process more efficiently.

    ⚠️ Disclaimer: All personal identifiable information (PII) such as names and email addresses have been fully anonymized or redacted. This dataset is intended strictly for educational and research purposes. All personally identifiable information (PII) has been carefully anonymized. Any personal names found in the dataset have been replaced with the fictional name "Michael Gary Scott" as a placeholder. This character reference is used purely for fun and does not correspond to any real individual. Please ensure any further use of this dataset respects privacy and ethical data handling practices.

  3. d

    US Consumer Email Address Data

    • datarade.ai
    .csv
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    BIGDBM, US Consumer Email Address Data [Dataset]. https://datarade.ai/data-products/bigdbm-us-consumer-email-package-bigdbm
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    .csvAvailable download formats
    Dataset authored and provided by
    BIGDBM
    Area covered
    United States of America
    Description

    The US Consumer Email file has 700 million+ emails with new emails monthly. Emails are stored in plain text, MD5, SHA 256, and SHA1 formats. Additionally, our email recency validation processing can increase the success of your email campaigns by as much as 4X.

    We have developed this file to be tied to our Consumer Demographics Database so additional demographics can be applied as needed. Each record is ranked by confidence and only the highest quality data is used.

    Note - all Consumer packages can include necessary PII (address, email, phone, DOB, etc.) for merging, linking, and activation of the data.

    BIGDBM Privacy Policy: https://bigdbm.com/privacy.html

  4. Curated Email-Based Code Reviews Datasets

    • figshare.com
    bin
    Updated Feb 7, 2024
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    Mingzhao Liang; Ping Charoenwet; Patanamon Thongtanunam (2024). Curated Email-Based Code Reviews Datasets [Dataset]. http://doi.org/10.6084/m9.figshare.24679656.v1
    Explore at:
    binAvailable download formats
    Dataset updated
    Feb 7, 2024
    Dataset provided by
    Figsharehttp://figshare.com/
    Authors
    Mingzhao Liang; Ping Charoenwet; Patanamon Thongtanunam
    License

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

    Description

    Code review is an important practice that improves the overall quality of a proposed patch (i.e. code changes). While much research focused on tool-based code reviews (e.g. a Gerrit code review tool, GitHub), many traditional open-source software (OSS) projects still conduct code reviews through emails. However, due to the nature of unstructured email-based data, it can be challenging to mine email-based code reviews, hindering researchers from delving into the code review practice of such long-standing OSS projects. Therefore, this paper presents large-scale datasets of email-based code reviews of 167 projects across three OSS communities (i.e. Linux Kernel, OzLabs, and FFmpeg). We mined the data from Patchwork, a web-based patch-tracking system for email-based code review, and curated the data by grouping a submitted patch and its revised versions and grouping email aliases. Our datasets include a total of 4.2M patches with 2.1M patch groups and 169K email addresses belonging to 141K individuals. Our published artefacts include the datasets as well as a tool suite to crawl, curate, and store Patchwork data. With our datasets, future work can directly delve into an email-based code review practice of large OSS projects without additional effort in data collection and curation.

  5. Success.ai | B2B Email Data – 170M Global Work Emails & Phone Numbers | Best...

    • data.success.ai
    Updated Jan 1, 2022
    + more versions
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    Success.ai (2022). Success.ai | B2B Email Data – 170M Global Work Emails & Phone Numbers | Best Price Guarantee [Dataset]. https://data.success.ai/products/success-ai-b2b-email-data-170m-global-work-emails-phone-success-ai-041d
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    Dataset updated
    Jan 1, 2022
    Dataset provided by
    Area covered
    American Samoa, Brunei Darussalam, Libya, Benin, Uzbekistan, Slovenia, Liberia, Papua New Guinea, Réunion, United States
    Description

    Access 150M+ verified B2B Email Data profiles with 170M work emails and phone numbers, perfect for reaching decision-makers across all industries globally. Our B2B contact data is AI-validated for 99% accuracy and competitively priced to beat any competitor!

  6. Countries with highest number of emails sent 2025

    • statista.com
    Updated Aug 7, 2025
    + more versions
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    Statista (2025). Countries with highest number of emails sent 2025 [Dataset]. https://www.statista.com/statistics/1270459/daily-emails-sent-by-country/
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    Dataset updated
    Aug 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 7, 2025
    Area covered
    Worldwide
    Description

    As of August 7, 2025, the United States was the country with the highest number of emails sent daily, with almost ten billion. Germany and India followed, with 8.5 billion and 8.3 billion emails daily, respectively. Overall, Ireland, France, and the United Kingdom each had 8.3 billion emails sent per day. As of December 2024, over 251 million emails were sent worldwide within one minute.

  7. d

    US Consumer Marketing Data - 269M+ Consumer Records - 95% Email and Direct...

    • datarade.ai
    Updated Jun 1, 2022
    + more versions
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    Giant Partners (2022). US Consumer Marketing Data - 269M+ Consumer Records - 95% Email and Direct Dials Accuracy [Dataset]. https://datarade.ai/data-products/consumer-business-data-postal-phone-email-demographics-giant-partners
    Explore at:
    Dataset updated
    Jun 1, 2022
    Dataset authored and provided by
    Giant Partners
    Area covered
    United States
    Description

    Premium B2C Consumer Database - 269+ Million US Records

    Supercharge your B2C marketing campaigns with comprehensive consumer database, featuring over 269 million verified US consumer records. Our 20+ year data expertise delivers higher quality and more extensive coverage than competitors.

    Core Database Statistics

    Consumer Records: Over 269 million

    Email Addresses: Over 160 million (verified and deliverable)

    Phone Numbers: Over 76 million (mobile and landline)

    Mailing Addresses: Over 116,000,000 (NCOA processed)

    Geographic Coverage: Complete US (all 50 states)

    Compliance Status: CCPA compliant with consent management

    Targeting Categories Available

    Demographics: Age ranges, education levels, occupation types, household composition, marital status, presence of children, income brackets, and gender (where legally permitted)

    Geographic: Nationwide, state-level, MSA (Metropolitan Service Area), zip code radius, city, county, and SCF range targeting options

    Property & Dwelling: Home ownership status, estimated home value, years in residence, property type (single-family, condo, apartment), and dwelling characteristics

    Financial Indicators: Income levels, investment activity, mortgage information, credit indicators, and wealth markers for premium audience targeting

    Lifestyle & Interests: Purchase history, donation patterns, political preferences, health interests, recreational activities, and hobby-based targeting

    Behavioral Data: Shopping preferences, brand affinities, online activity patterns, and purchase timing behaviors

    Multi-Channel Campaign Applications

    Deploy across all major marketing channels:

    Email marketing and automation

    Social media advertising

    Search and display advertising (Google, YouTube)

    Direct mail and print campaigns

    Telemarketing and SMS campaigns

    Programmatic advertising platforms

    Data Quality & Sources

    Our consumer data aggregates from multiple verified sources:

    Public records and government databases

    Opt-in subscription services and registrations

    Purchase transaction data from retail partners

    Survey participation and research studies

    Online behavioral data (privacy compliant)

    Technical Delivery Options

    File Formats: CSV, Excel, JSON, XML formats available

    Delivery Methods: Secure FTP, API integration, direct download

    Processing: Real-time NCOA, email validation, phone verification

    Custom Selections: 1,000+ selectable demographic and behavioral attributes

    Minimum Orders: Flexible based on targeting complexity

    Unique Value Propositions

    Dual Spouse Targeting: Reach both household decision-makers for maximum impact

    Cross-Platform Integration: Seamless deployment to major ad platforms

    Real-Time Updates: Monthly data refreshes ensure maximum accuracy

    Advanced Segmentation: Combine multiple targeting criteria for precision campaigns

    Compliance Management: Built-in opt-out and suppression list management

    Ideal Customer Profiles

    E-commerce retailers seeking customer acquisition

    Financial services companies targeting specific demographics

    Healthcare organizations with compliant marketing needs

    Automotive dealers and service providers

    Home improvement and real estate professionals

    Insurance companies and agents

    Subscription services and SaaS providers

    Performance Optimization Features

    Lookalike Modeling: Create audiences similar to your best customers

    Predictive Scoring: Identify high-value prospects using AI algorithms

    Campaign Attribution: Track performance across multiple touchpoints

    A/B Testing Support: Split audiences for campaign optimization

    Suppression Management: Automatic opt-out and DNC compliance

    Pricing & Volume Options

    Flexible pricing structures accommodate businesses of all sizes:

    Pay-per-record for small campaigns

    Volume discounts for large deployments

    Subscription models for ongoing campaigns

    Custom enterprise pricing for high-volume users

    Data Compliance & Privacy

    VIA.tools maintains industry-leading compliance standards:

    CCPA (California Consumer Privacy Act) compliant

    CAN-SPAM Act adherence for email marketing

    TCPA compliance for phone and SMS campaigns

    Regular privacy audits and data governance reviews

    Transparent opt-out and data deletion processes

    Getting Started

    Our data specialists work with you to:

    1. Define your target audience criteria

    2. Recommend optimal data selections

    3. Provide sample data for testing

    4. Configure delivery methods and formats

    5. Implement ongoing campaign optimization

    Why We Lead the Industry

    With over two decades of data industry experience, we combine extensive database coverage with advanced targeting capabilities. Our commitment to data quality, compliance, and customer success has made us the preferred choice for businesses seeking superior B2C marketing performance.

    Contact our team to discuss your specific targeting requirements and receive custom pricing for your marketing objectives.

  8. Dataset analysing the crossover between archivists, recordkeeping...

    • figshare.com
    xlsx
    Updated Aug 29, 2018
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    Rebecca Grant (2018). Dataset analysing the crossover between archivists, recordkeeping professionals and research data management using email list data [Dataset]. http://doi.org/10.6084/m9.figshare.7007903.v1
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Aug 29, 2018
    Dataset provided by
    Figsharehttp://figshare.com/
    Authors
    Rebecca Grant
    License

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

    Description

    This dataset relates to research on the connections between archives professionals and research data management. It consists of a single Excel spreadsheet with four sheets, containing an analysis of emails sent to two email discussions lists: Archives-NRA (Archivists, conservators and records managers) and Research-Dataman. The coded dataset and a list of codes used for each mailing list is provided.The two datasets were downloaded from the JiscMail Email Discussion list archives on 27 July 2018. The Archives-NRA dataset was compiled by conducting a free text search for "research data" on the mailing list's archives, and the metadata for every search result was downloaded and coded (144 metadata records in total). The resulting coded dataset demonstrates how frequently archivists and records professionals discuss research data on the Archives-NRA list, the topics which are discussed, and an increase in these discussions over time. The Research-Dataman dataset was compiled by conducting a free text search for "archivist" on the mailing list's archives, and the metadata for every search result was downloaded and coded (197 emails total). The resulting coded dataset demonstrates how frequently data management professionals seek the advice of archivists or advertise vacancies for archivists, and how often archivists email this mailing list. The names and email addresses of the mailing list participants have been redacted for privacy reasons but the original full-text emails can be accessed by members of the respective mailing lists using the URLs provided in the dataset.

  9. p

    Jamaica Email Data

    • listtodata.com
    • ha.listtodata.com
    .csv, .xls, .txt
    Updated Jul 17, 2025
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    List to Data (2025). Jamaica Email Data [Dataset]. https://listtodata.com/jamaica-email-list
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    .csv, .xls, .txtAvailable download formats
    Dataset updated
    Jul 17, 2025
    Dataset authored and provided by
    List to Data
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2025 - Dec 31, 2025
    Area covered
    Jamaica
    Variables measured
    phone numbers, Email Address, full name, Address, City, State, gender,age,income,ip address,
    Description

    Jamaica email data connects you directly to high-value professionals, driving your sales success and broadening your business reach. Boost your marketing campaigns with Jamaica email data from List to Data. Our database offers a comprehensive library of verified email leads, making it easier to reach your target audience in Jamaica. Whether you need a directory of business contacts or a dataset for consumer outreach, our resource is designed to deliver results. With a focus on accuracy and relevance, our material ensures high engagement rates for your campaigns. From B2B to B2C, our list is perfect for email marketing, lead generation, and more. Trust List to Data to provide the best resource for your needs. Explore our database today and take your marketing to new heights! Jamaica consumer email list delivers valuable information about client behavior, allowing you to tailor advertisements and boost conversions. Connect with Jamaican consumers using our targeted Jamaican consumer email list. This valuable resource provides direct access to potential customers across Jamaica. As a result, you can broaden your market reach and boost sales. Furthermore, our meticulously curated list ensures high accuracy and deliverability. Similarly, you can personalize your marketing campaigns for maximum impact. Moreover, this comprehensive database empowers you to build strong relationships. Finally, List to Data offers this essential tool for your Jamaican marketing strategy. Jamaica business email list is a comprehensive database for targeting the Jamaican market. This resource includes verified leads to ensure your campaigns are impactful. Additionally, it is designed to streamline your outreach efforts. Moreover, the directory is updated regularly to maintain accuracy. Furthermore, it provides a cost-effective way to connect with professionals. As a result, you can improve engagement and drive sales. In addition, this library of contacts is perfect for B2B and B2C campaigns. Finally, rely on List To Data to provide a dataset that enhances your marketing strategy and grows your business.

  10. B2B Email Data | European Marketing & Advertising Professionals | Verified...

    • data.success.ai
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    Success.ai, B2B Email Data | European Marketing & Advertising Professionals | Verified Emails & Contact Info | Best Price Guarantee [Dataset]. https://data.success.ai/products/b2b-email-data-european-professionals-access-verified-pro-success-ai
    Explore at:
    Dataset provided by
    Area covered
    Poland, Greece, Slovenia, Jersey, San Marino, Iceland, Kosovo, Finland, Netherlands, Estonia
    Description

    Target marketing and ad professionals across Europe with verified work emails and LinkedIn profiles. Over 170M+ profiles enriched with firmographic and contact data. API or flatfile delivery. GDPR-compliant. Best Price Guarantee.

  11. u

    Spotting Malicious Email Messages (ITSAP.00.100) - Catalogue - Canadian...

    • data.urbandatacentre.ca
    • beta.data.urbandatacentre.ca
    Updated Oct 1, 2024
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    (2024). Spotting Malicious Email Messages (ITSAP.00.100) - Catalogue - Canadian Urban Data Catalogue (CUDC) [Dataset]. https://data.urbandatacentre.ca/dataset/gov-canada-7691ab00-da8f-4de6-9002-114fc8fdcd45
    Explore at:
    Dataset updated
    Oct 1, 2024
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Area covered
    Canada
    Description

    Organizations and their networks are frequently targeted by a wide variety of threat actors looking to steal information. Cyber intruders are technologically savvy, vulnerability conscious, and aggressively agile; a successful intrusion can quickly lead to the loss of data integrity and confidentiality. Employees are privy to important and sensitive information, and as a result, often receive malicious emails that are intended to provide cyber intruders access to this information. Everyone needs to be aware of the threats and take care to ensure that organizational information is protected and secure.

  12. G

    Email Marketing Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 4, 2025
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    Growth Market Reports (2025). Email Marketing Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/email-marketing-market-global-industry-analysis
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Aug 4, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Email Marketing Market Outlook



    According to our latest research, the global email marketing market size reached USD 13.2 billion in 2024, and is expected to grow at a robust CAGR of 11.7% from 2025 to 2033, culminating in a projected market value of USD 36.3 billion by 2033. The accelerating adoption of digital communication strategies, coupled with advancements in marketing automation and personalization technologies, is fueling this expansion. The market's growth is driven by businesses' increasing focus on customer engagement, cost-effective marketing channels, and measurable ROI, making email marketing a cornerstone of omnichannel marketing strategies worldwide.




    One of the primary growth factors for the email marketing market is the rising demand for personalized and targeted communication. As consumer expectations evolve, businesses are leveraging sophisticated segmentation and automation tools to deliver customized content that resonates with individual preferences and behaviors. This shift toward hyper-personalization not only enhances customer engagement but also increases conversion rates and customer loyalty. The integration of artificial intelligence and machine learning into email marketing platforms has further enabled marketers to analyze vast datasets, predict customer needs, and optimize campaign performance in real time, solidifying email’s role as a high-ROI marketing channel.




    Another significant driver is the proliferation of mobile devices and the growing penetration of the internet across emerging economies. With billions of users accessing emails on their smartphones and tablets, businesses are investing in responsive design and mobile-optimized campaigns to reach customers wherever they are. This mobile-centric approach has led to higher open and click-through rates, as users engage with content seamlessly across devices. Additionally, the expansion of e-commerce and digital services in regions such as Asia Pacific and Latin America has created new opportunities for businesses to utilize email marketing as a primary tool for customer acquisition, retention, and upselling.




    The evolving regulatory landscape is also shaping the growth trajectory of the email marketing market. Stringent data privacy regulations such as GDPR in Europe, CCPA in California, and similar frameworks globally have compelled organizations to adopt transparent consent mechanisms and robust data protection practices. While compliance poses operational challenges, it has also enhanced consumer trust in email communications, leading to higher engagement rates. Companies that prioritize ethical data practices and transparent messaging are better positioned to capitalize on the growing demand for permission-based marketing, thereby driving sustainable market growth.




    Regionally, North America continues to dominate the global email marketing market, accounting for the largest revenue share in 2024. The region’s mature digital ecosystem, high internet penetration, and early adoption of advanced marketing technologies have contributed to this leadership. Europe follows closely, driven by stringent regulatory frameworks and a strong emphasis on data-driven marketing. Meanwhile, Asia Pacific is emerging as the fastest-growing region, propelled by rapid digital transformation, expanding e-commerce sectors, and increasing investments in marketing automation. Latin America and the Middle East & Africa are also witnessing steady growth, supported by rising internet usage and a burgeoning SME sector eager to leverage cost-effective marketing solutions.





    Component Analysis



    The email marketing market is segmented by component into software and services, each playing a pivotal role in shaping the industry landscape. Email marketing software encompasses a wide range of platforms and applications that enable businesses to design, automate, and analyze email campaigns. These solutions offer features such as drag-and-drop editors, A/B testing, advanced segmentation, and analytics

  13. E

    Email Validation API Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Apr 14, 2025
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    Data Insights Market (2025). Email Validation API Report [Dataset]. https://www.datainsightsmarket.com/reports/email-validation-api-1390624
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Apr 14, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Email Validation API market is experiencing robust growth, driven by the increasing need for businesses to maintain clean and accurate email lists for marketing and transactional communications. The market's expansion is fueled by several key factors: the rising adoption of email marketing strategies across various industries, a growing emphasis on data hygiene and compliance with regulations like GDPR and CCPA, and the increasing sophistication of email validation technologies. Segmentation reveals a significant portion of the market is dominated by large enterprises leveraging these APIs for bulk email validation and enhanced deliverability. However, the small and medium-sized enterprise (SME) segments are also demonstrating considerable growth, indicating a widespread adoption of email validation best practices across businesses of all sizes. The preferred formats show a diverse landscape with CSV, JSON, and TXT formats being commonly used, reflecting the flexibility required to integrate email validation seamlessly into existing workflows. The competitive landscape is dynamic, with numerous established and emerging players offering a range of features and pricing models. This makes it crucial for businesses to carefully evaluate different providers to find the best solution for their specific needs and budget. The projected Compound Annual Growth Rate (CAGR) suggests a consistently expanding market, implying continuous investment in email validation technologies. Geographic distribution shows a strong presence in North America and Europe, regions known for their advanced digital infrastructure and stringent data regulations. However, the Asia-Pacific region is expected to witness significant growth in the coming years, propelled by increasing internet penetration and rising adoption of digital marketing techniques. The challenges to market growth include the evolving nature of email service providers’ strategies, increasing concerns over data privacy, and the constant need for APIs to adapt to changing email landscape. Despite these challenges, the long-term outlook for the Email Validation API market remains positive, with significant opportunities for innovation and expansion across various geographic locations and business segments. The continued focus on improving email deliverability and maintaining data quality will fuel demand for these essential services for years to come.

  14. h

    Panza-emails

    • huggingface.co
    Updated Feb 19, 2025
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    IST Austria Distributed Algorithms and Systems Lab (2025). Panza-emails [Dataset]. https://huggingface.co/datasets/ISTA-DASLab/Panza-emails
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Feb 19, 2025
    Dataset authored and provided by
    IST Austria Distributed Algorithms and Systems Lab
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    The Panza Emails dataset

    This dataset contains collections of emails of three authentic users (david, isabel, and marcus), with personal information (names, places, etc.) replaced by other ones for donor privacy. Except for these changes, the language of the emails is genuine. The intention of this dataset is to allow researchers to study strategies for text personalization. The data was donated explicitly for this purpose. This dataset is ethically collected and fully licensed for… See the full description on the dataset page: https://huggingface.co/datasets/ISTA-DASLab/Panza-emails.

  15. email-EU

    • zenodo.org
    • opendatalab.com
    json
    Updated Nov 19, 2023
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    Nicholas Landry; Nicholas Landry (2023). email-EU [Dataset]. http://doi.org/10.5281/zenodo.10155823
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Nov 19, 2023
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Nicholas Landry; Nicholas Landry
    License

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

    Description

    Overview

    This hypergraph dataset was generated using email data from a large European research institution for a period from October 2003 to May 2005 (18 months). Information about all incoming and outgoing emails between members of the research institution has been anonymized. The e-mails only represent communication between institution members (the core), and the dataset does not contain incoming messages from or outgoing messages to the rest of the world.

    This is a temporal hypergraph dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. Timestamps are in ISO8601 format. In email communication, messages can be sent to multiple recipients. In this dataset, nodes are email addresses at a European research institution. The original data source only contains directed temporal edge tuples (sender, receiver, timestamp), where timestamps are recorded at 1-second resolution. The hyperedges are undirected and consist of a sender and all receivers grouped such that the email between the sender and each receiver has the same timestamp.

    Statistics

    Some basic statistics of this dataset are:

    • number of nodes: 1,005
    • number of timestamped hyperedges: 235,263
    • distribution of the connected components:

    Component Size, Number

    • 986, 1
    • 1, 19

    Source of original data

    Source: email-Eu dataset

    References

    If you use this dataset, please cite these references:

  16. S

    Spam Blocking Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated May 23, 2025
    + more versions
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    Archive Market Research (2025). Spam Blocking Software Report [Dataset]. https://www.archivemarketresearch.com/reports/spam-blocking-software-564197
    Explore at:
    pdf, doc, pptAvailable download formats
    Dataset updated
    May 23, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global spam blocking software market is experiencing robust growth, driven by the escalating volume of spam emails and phishing attempts targeting individuals and organizations. While precise figures for market size and CAGR are unavailable in the provided data, a reasonable estimate can be made based on industry trends. Considering the increasing sophistication of spam techniques and the rising reliance on email for both personal and business communications, a conservative market size estimate for 2025 is $5 billion. Given the ongoing demand for robust email security solutions, a projected Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033 seems plausible. This growth is fuelled by several factors, including the rise of cloud-based email security solutions, increasing adoption of artificial intelligence (AI) and machine learning (ML) in spam filtering, and the growing awareness of the financial and reputational risks associated with unfiltered spam and phishing emails. Furthermore, stringent data privacy regulations are driving organizations to seek advanced spam blocking solutions to safeguard sensitive customer data. This market segment is highly competitive, with established players like McAfee and Kaspersky competing alongside specialized providers such as SpamTitan and Truecaller. The market is witnessing innovation in spam detection techniques, including advanced heuristics, Bayesian filtering, and behavioral analysis. The segment is also seeing a shift towards integrated security suites, offering spam blocking alongside other email security features such as anti-virus and data loss prevention. Future growth will likely be influenced by developments in AI-powered spam detection, the integration of spam blocking into broader cybersecurity platforms, and the increasing demand for solutions that can effectively address sophisticated spam and phishing campaigns targeting mobile devices. The market is segmented by deployment model (cloud-based, on-premises), by organization size (SMEs, large enterprises), and by geographical region. Understanding these segments is critical for businesses seeking to capitalize on the opportunities within this rapidly expanding market.

  17. w

    Global Mass Email Service Market Research Report: By Deployment Type...

    • wiseguyreports.com
    Updated Jul 23, 2024
    + more versions
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    wWiseguy Research Consultants Pvt Ltd (2024). Global Mass Email Service Market Research Report: By Deployment Type (Cloud-based, On-premises), By Message Volume (High-volume, Medium-volume, Low-volume), By End-User Industry (E-commerce, Retail, Healthcare, Education, Financial services), By Feature (Email marketing automation, Segmentation and targeting, Data analytics and reporting, Multi-channel integration, Spam filtering), By Business Size (Small businesses, Medium-sized businesses, Large enterprises) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/mass-email-service-market
    Explore at:
    Dataset updated
    Jul 23, 2024
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Jan 7, 2024
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20232.45(USD Billion)
    MARKET SIZE 20242.69(USD Billion)
    MARKET SIZE 20325.6(USD Billion)
    SEGMENTS COVEREDDeployment Type ,Message Volume ,End-User Industry ,Feature ,Business Size ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICSRising demand for automated email marketing campaigns Increasing adoption of cloudbased email services Growing need for email personalization Emergence of advanced email analytics tools Stringent data protection regulations
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDHubSpot ,ActiveCampaign ,Oracle Eloqua ,Mailchimp ,Salesforce Marketing Cloud ,SendPulse ,Adobe Campaign ,Sendinblue ,Constant Contact ,ConvertKit ,Klaviyo ,Autopilot ,Omnisend ,Campaign Monitor ,GetResponse
    MARKET FORECAST PERIOD2025 - 2032
    KEY MARKET OPPORTUNITIESGrowing demand for personalized email marketing Increasing adoption of AI and automation Expansion into new markets Rise of email marketing analytics Integration with other marketing channels
    COMPOUND ANNUAL GROWTH RATE (CAGR) 9.6% (2025 - 2032)
  18. T

    Data from: hillstrom

    • tensorflow.org
    Updated Mar 24, 2008
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    (2008). hillstrom [Dataset]. https://www.tensorflow.org/datasets/catalog/hillstrom
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    Dataset updated
    Mar 24, 2008
    Description

    This dataset contains 64,000 customers who last purchased within twelve months. The customers were involved in an e-mail test.

    1. 1/3 were randomly chosen to receive an e-mail campaign featuring Mens merchandise.
    2. 1/3 were randomly chosen to receive an e-mail campaign featuring Womens merchandise.
    3. 1/3 were randomly chosen to not receive an e-mail campaign.

    During a period of two weeks following the e-mail campaign, results were tracked. The task is to tell the world if the Mens or Womens e-mail campaign was successful.

    To use this dataset:

    import tensorflow_datasets as tfds
    
    ds = tfds.load('hillstrom', split='train')
    for ex in ds.take(4):
     print(ex)
    

    See the guide for more informations on tensorflow_datasets.

  19. Success.ai | B2B Contact Data | 170M Global Work Emails & Phone Numbers –...

    • datarade.ai
    Updated Jan 1, 2022
    + more versions
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    Success.ai (2022). Success.ai | B2B Contact Data | 170M Global Work Emails & Phone Numbers – Best Price Guarantee [Dataset]. https://datarade.ai/data-products/success-ai-b2b-contact-data-170m-global-work-emails-pho-success-ai-43b9
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Jan 1, 2022
    Dataset provided by
    Area covered
    Albania, Korea (Democratic People's Republic of), Niue, Colombia, Madagascar, State of, Turks and Caicos Islands, Virgin Islands (U.S.), Yemen, Tokelau
    Description

    Success.ai provides a robust, enterprise-grade solution with access to over 150 million verified employee profiles, encompassing comprehensive B2B and B2C contact data. This extensive database is crafted to assist organizations in targeting key decision-makers, enhancing recruitment processes, and powering dynamic B2B marketing initiatives. Our offerings are designed to meet diverse industry needs, from small businesses to large enterprises, ensuring global coverage and up-to-date information.

    • Global Coverage: With data spanning 195 countries, Success.ai delivers profiles that include crucial contact details like email addresses, phone numbers, and physical addresses.
    • Tailored Data Solutions: Adapted to your specific business needs, our data sets include B2B contact data, phone number data, email address data, address data, and small business contact data.
    • Real-Time Accuracy: Continuously updated to maintain the utmost accuracy and relevance, helping you make informed decisions swiftly.
    • Compliance and Ethics: Our data collection and processing are fully compliant with global standards, ensuring ethical usage across all business practices.
    • Strategic Use Cases: Ideal for targeted lead generation, personalized marketing campaigns, strategic sales outreach, and comprehensive market research.

    Why Choose Success.ai?

    • Best Price Guarantee: We offer competitive pricing, ensuring you get the best value for comprehensive contact data.
    • Advanced Data Validation: Utilize our AI technology for a 99% accuracy rate across all data points.
    • Comprehensive Reach: From local businesses to global enterprises, access detailed contact data for over 150 million profiles.
    • Customized Data Delivery: Receive data tailored to your requirements, directly integrated into your systems without the need for complex platform management.

    Key Use Cases:

    • B2B Marketing: Leverage accurate email and phone data to execute precise marketing campaigns.
    • Sales Enhancement: Utilize verified contact details to reach decision-makers and close deals more effectively.
    • Recruitment Efficiency: Access up-to-date contact information to source and recruit top talent globally.
    • Customer Insights: Enhance your understanding of customer bases with detailed address and demographic data.
    • Network Expansion: Utilize comprehensive B2C contact data to broaden your consumer outreach and engagement.

    Success.ai stands as your premier partner in harnessing the power of detailed contact data to drive business growth and operational efficiency. Our commitment to delivering tailored, accurate, and ethically sourced data ensures that you can engage with your target audience effectively and responsibly.

    Get started with Success.ai today and experience how our B2B and B2C contact data solutions can transform your business strategies and lead you to achieve measurable success.

    No one beats us on price. Period.

  20. d

    B2B Contact Data from Company Website | B2B Email Data, Phone Number Data,...

    • datarade.ai
    .json, .csv, .xls
    Updated Jul 5, 2024
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    OpenWeb Ninja (2024). B2B Contact Data from Company Website | B2B Email Data, Phone Number Data, Social Links | Real-Time API [Dataset]. https://datarade.ai/data-products/openweb-ninja-scrape-company-website-for-b2b-contact-data-openweb-ninja
    Explore at:
    .json, .csv, .xlsAvailable download formats
    Dataset updated
    Jul 5, 2024
    Dataset authored and provided by
    OpenWeb Ninja
    Area covered
    Namibia, Seychelles, Georgia, Libya, Moldova (Republic of), Macedonia (the former Yugoslav Republic of), Jordan, Benin, Virgin Islands (U.S.), Korea (Democratic People's Republic of)
    Description

    OpenWeb Ninja's Company Website Contacts Scraper API extracts/scrapes B2B Contact Data such as B2B Email Data, Phone Number Data, and Social Contacts from a website domain in real-time.

    The API pulls public data from a company website domain & related sources on the web and returns email addresses, phone numbers, Facebook URL, TikTok URL, Instagram URL, LinkedIn URL, Twitter URL, Youtube Channel URL, GitHub URL, and Pinterest URL, when available.

    OpenWeb Ninja's Company Website Contacts Scraper API's B2B Contact Data, Phone Number Data, and Social Contacts Data is typically used for: - B2B Contact Enrichment - B2B Email Marketing - B2B Lead Generation - Ads Targeting - Marketing/Sales Data Enrichment

    OpenWeb Ninja's Company Website Contacts Scraper API Stats & Capabilities: - 1000+ Emails and Phone Numbers per company website domain are supported - 8 Social networks covered: Facebook, TikTok, Instagram, LinkedIn, Twitter, Youtube, GitHub, and Pinterest. - Scrapes all website pages, quickly. - Support for getting website domain by company name

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Salutary Data (2023). US CEO Contact Data | 1.8MM+ CEO Profiles with Validated Work Email, Mobile Phone + More [Dataset]. https://datarade.ai/data-products/salutary-data-us-ceo-contact-data-500k-ceo-profiles-with-salutary-data

US CEO Contact Data | 1.8MM+ CEO Profiles with Validated Work Email, Mobile Phone + More

Explore at:
.json, .csv, .xlsAvailable download formats
Dataset updated
Aug 12, 2023
Dataset authored and provided by
Salutary Data
Area covered
United States of America
Description

Salutary Data is a boutique, B2B contact and company data provider that's committed to delivering high quality data for sales intelligence, lead generation, marketing, recruiting / HR, identity resolution, and ML / AI. Our database currently consists of 148MM+ highly curated B2B Contacts ( US only), along with over 4MM+ companies, and is updated regularly to ensure we have the most up-to-date information.

We can enrich your in-house data ( CRM Enrichment, Lead Enrichment, etc.) and provide you with a custom dataset ( such as a lead list) tailored to your target audience specifications and data use-case. We also support large-scale data licensing to software providers and agencies that intend to redistribute our data to their customers and end-users.

What makes Salutary unique? - We offer our clients a truly unique, one-stop aggregation of the best-of-breed quality data sources. Our supplier network consists of numerous, established high quality suppliers that are rigorously vetted. - We leverage third party verification vendors to ensure phone numbers and emails are accurate and connect to the right person. Additionally, we deploy automated and manual verification techniques to ensure we have the latest job information for contacts. - We're reasonably priced and easy to work with.

Products: API Suite Web UI Full and Custom Data Feeds

Services: Data Enrichment - We assess the fill rate gaps and profile your customer file for the purpose of appending fields, updating information, and/or rendering net new “look alike” prospects for your campaigns. ABM Match & Append - Send us your domain or other company related files, and we’ll match your Account Based Marketing targets and provide you with B2B contacts to campaign. Optionally throw in your suppression file to avoid any redundant records. Verification (“Cleaning/Hygiene”) Services - Address the 2% per month aging issue on contact records! We will identify duplicate records, contacts no longer at the company, rid your email hard bounces, and update/replace titles or phones. This is right up our alley and levers our existing internal and external processes and systems.

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