In 2023, Millennials were the largest generation group in the United States, making up about 21.71 percent of the population. However, Generation Z was not far behind, with Gen Z accounting for around 20.69 percent of the population in that year.

Millennials were the largest generation group in the U.S. in 2023, with an estimated population of 72.7 million. Born between 1981 and 1996, Millennials recently surpassed Baby Boomers as the biggest group, and they will continue to be a major part of the population for many years. The rise of Generation Alpha Generation Alpha is the most recent to have been named, and many group members will not be able to remember a time before smartphones and social media. However, the group already makes up around 42.75 percent of the U.S. population, and they are said to be the most racially and ethnically diverse of all the generation groups, with the oldest Generation Alpha members aging into adolescents this year. Boomers vs. Millennials The number of Baby Boomers, whose generation was defined by the boom in births following the Second World War, has fallen by around seven million since 2010. However, they remain the second-largest generation group, and aging Boomers are contributing to steady increases in the median age of the population. Meanwhile, the Millennial generation continues to grow, and one reason for this is the increasing number of young immigrants arriving in the United States.

In 2023, there were about 72.7 million Millennials estimated to be living in the United States, making them the largest generation group in the country. In comparison, there were 69.31 million Gen Z and 65.35 million Gen X estimated to be in the United States in that year.

Layer references: Predominant Generations in the United States in 2018-------------------------------------------------------------------------------------------------------------------------------------This layer shows the predominant generations that make up the population of the United States using country to block group geographies. The vintage of the data is 2018. The top 3 predominant generations are Baby Boomers (born 1946-1964), Millennials (born 1981-1998), and Generation Z (born 1999-2016). Of these three, the predominant generation of the United States is Millennials. The popup is configured to show the predominant generation and population counts for each of the six generations. Size represents the total sum of categories (i.e. total population). Web Map: Predominant Generations in the United StatesFor more information, visit the Updated Demographics documentation. For a full list of variables, click the Data tab. Note: This layer will not being continuously updated or maintained.

Estimates of effective population size are critical for species of conservation concern. Genetic datasets can be used to provide robust estimates of this important parameter. However, the methods used to obtain these estimates assume that generations are discrete. We used simulated data to assess the influences of overlapping generations on estimates of effective size provided by the linkage disequilibrium method. Our simulations focus on two factors: the degree of reproductive skew exhibited by the focal species and the generation time, without considering sample size or the level of polymorphism at marker loci. In situations where a majority of reproduction is achieved by a small fraction of the population, the effective number of breeders can be much smaller than the per generation effective population size. The linkage disequilibrium in samples of newborns can provide estimates of the former size, while our results indicate that the latter size is best estimated using random samples of reproductively mature adults. Using samples of adults, the downwards bias was less than ~15% across our simulated life histories. As noted in previous assessments, precision of the estimate depends on the magnitude of effective size itself, with greater precision achieved for small populations.

At Accurate Append, we specialize in providing industry-leading shopper data solutions that empower businesses to connect with the right consumers.

Whether you’re aiming to enhance your marketing campaigns, refine your lead generation efforts, or enrich your customer data, our comprehensive dataset enables you to target the ideal audience based on demographics, wealth insights, donation history, and much more.

With a high match rate and flexible delivery options via batch processing or API integration, our data solutions are built to optimize your outreach, ensuring you achieve measurable results with greater precision.

Why Choose Accurate Append for Shopper Data? Accurate Append stands out for its quality data, innovative delivery options, and dedicated support, ensuring that businesses can achieve the highest ROI from their marketing campaigns. Our data solutions are designed to help you:

Increase Engagement: Reach the consumers most likely to convert by targeting based on wealth, demographics, and past donation behavior. Boost Campaign Efficiency: Reduce wasted marketing efforts by ensuring your messaging reaches those with the highest potential to respond.

Refine Customer Retargeting: Use enriched data to better understand and re-engage existing customers, increasing lifetime value and retention. Enhance Lead Generation: Generate higher-quality leads with insights into consumers’ demographics and purchasing behaviors.

Expand Sales Opportunities: Reach new segments of your audience with detailed data that can inform upselling, cross-selling, and new product launches.

Key Features of Our Shopper Data Accurate Append’s US audience targeting dataset includes a wide range of attributes, allowing for detailed segmentation and custom targeting that aligns with your specific needs:

Demographic Data: Including age, gender, education level, marital status, homeownership, and more, enabling you to tailor campaigns to match your desired consumer profile.

Wealth Insights: Identify high-net-worth individuals to direct your premium offerings and luxury services toward the right audience. Data on estimated income, assets, and property values help you focus on affluent segments.

Donation History: Target charitable givers and donors with campaigns that resonate. Understanding an individual’s donation history can help you align your messaging with their values and interests.

Geographic Data: Access granular location data to enhance your local or regional campaigns, whether you’re targeting customers by state, city, or neighborhood.

Psychographic Data: Leverage behavioral and lifestyle data to further segment your audience based on interests, activities, and purchase patterns.

Flexible Delivery Options: Batch Processing and API Integration

We understand that every business has unique workflows and requirements. That’s why Accurate Append offers two flexible delivery methods to ensure seamless integration with your existing systems:

Batch Data Delivery: Ideal for businesses needing large-scale data appending or updating. Send us your file, and we’ll return it enriched with the latest audience targeting data.

Real-Time API Access: For those looking for instant data, our API allows you to connect directly with Accurate Append’s database. This is perfect for applications requiring real-time updates, CRM integration, or instant lead qualification.

Use Cases of Shopper Data Accurate Append’s data solutions can be applied across a variety of use cases, enhancing the performance of your marketing efforts and business strategies:

Email Marketing Campaigns: Improve open rates and engagement by sending targeted emails to recipients based on their wealth, demographics, and donation history.

Telemarketing: Enhance the effectiveness of your outbound calling campaigns by focusing on high-quality leads, increasing the likelihood of conversions.

Customer Data Enrichment: Augment your existing CRM records with additional demographic, wealth, and behavioral data to create more complete customer profiles.

Lead Generation: Generate new leads by identifying key audience segments most likely to respond to your offers. Whether you’re selling products or services, our data can help you find the right buyers.

Customer Retargeting: Re-engage past customers or those who have shown interest in your brand. By using enriched data, you can tailor your messaging to their specific interests, driving repeat business.

Accurate Append’s audience targeting data is your key to reaching the right consumers and driving successful marketing campaigns. Whether you’re targeting high-net-worth individuals, seeking to enhance your CRM data, or running telemarketing and email campaigns, our robust dataset and flexible delivery options will ensure you get the most out of your marketing efforts.

For businesses looking to achieve accurate data and amazing results, Accurate Append is the tr...

The total amount of data created, captured, copied, and consumed globally is forecast to increase rapidly, reaching 149 zettabytes in 2024. Over the next five years up to 2028, global data creation is projected to grow to more than 394 zettabytes. In 2020, the amount of data created and replicated reached a new high. The growth was higher than previously expected, caused by the increased demand due to the COVID-19 pandemic, as more people worked and learned from home and used home entertainment options more often. Storage capacity also growing Only a small percentage of this newly created data is kept though, as just two percent of the data produced and consumed in 2020 was saved and retained into 2021. In line with the strong growth of the data volume, the installed base of storage capacity is forecast to increase, growing at a compound annual growth rate of 19.2 percent over the forecast period from 2020 to 2025. In 2020, the installed base of storage capacity reached 6.7 zettabytes.

Summary

databricks-dolly-15k is an open source dataset of instruction-following records generated by thousands of Databricks employees in several of the behavioral categories outlined in the InstructGPT paper, including brainstorming, classification, closed QA, generation, information extraction, open QA, and summarization. This dataset can be used for any purpose, whether academic or commercial, under the terms of the Creative Commons Attribution-ShareAlike 3.0 Unported… See the full description on the dataset page: https://huggingface.co/datasets/databricks/databricks-dolly-15k.

This table contains 2394 series, with data for years 1991 - 1991 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 items: Canada ...), Population group (19 items: Entire cohort; Income adequacy quintile 1 (lowest);Income adequacy quintile 2;Income adequacy quintile 3 ...), Age (14 items: At 25 years; At 30 years; At 40 years; At 35 years ...), Sex (3 items: Both sexes; Females; Males ...), Characteristics (3 items: Life expectancy; High 95% confidence interval; life expectancy; Low 95% confidence interval; life expectancy ...).

Phone and Webcam videos

Dataset comprises 1,300+ videos featuring over 300 individuals who each recorded 4 videos while pronouncing a set of numbers. This dataset is designed to facilitate research in biometric verification, face recognition, and action recognition. The videos include 2 recordings on mobile devices, each lasting approximately 30 seconds and 8 seconds, and 2 webcam recordings with the same durations.

By utilizing this dataset, developers and researchers can enhance their understanding of human activity and improving object detection. - Get the data

Examples of data

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fcb41444ba6f5bd4f48f2250f686fed22%2FFrame%20174%20(5).png?generation=1733179922956991&alt=media" alt=""> This extensive collection provides high-quality video recordings that are ideal for training and testing various vision models and learning algorithms. The dataset is a valuable resource for developing and evaluating detection algorithms and object tracking systems.

💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at https://unidata.pro to discuss your requirements and pricing options.

Metadata for the dataset

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fe6eb3bdb6c82da56c879aa7d1afddb61%2FFrame%20136%20(2).png?generation=1733170796165756&alt=media" alt="">

This dataset is an invaluable asset for researchers aiming to achieve higher detection accuracy and improve the performance of face recognition systems, ultimately contributing to advancements in biometric security and liveness detection technologies.

🌐 UniData provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects

The census is Canada's largest and most comprehensive data source conducted by Statistics Canada every five years. The Census of Population collects demographics and linguistic information on every man, woman and child living in Canada. The data shown here is provided by Statistics Canada from the 2001 Census as a custom profile data order for the City of Vancouver, using the City's 22 local planning areas. The data may be reproduced provided they are credited to Statistics Canada, Census 2001, custom order for City of Vancouver Local Areas.Data AccessThis dataset has not yet been converted to a format compatible with our new platform. Please use the links below to access the files from our legacy site. Census local area profiles 2001 (CSV) Census local area profiles 2001 (XLS) Dataset schema (Attributes) Please see the Census local area profiles 2001 attributes page. NoteThe 22 Local Areas is defined by the Census blocks and is equal to the City'​s 22 local planning areas and includes the Musqueam 2 reserve.Vancouver CSD (Census Subdivision) is defined by the City of Vancouver municipal boundary which excludes the Musqueam 2 reserve but includes Stanley Park.Vancouver CMA (Census Metropolitan Area) is defined by the Metro Vancouver boundary which includes the following Census Subdivisions: Vancouver, Surrey, Burnaby, Richmond, Coquitlam, District of Langley, Delta, District of North Vancouver, Maple Ridge, New Westminster, Port Coquitlam, City of North Vancouver, West Vancouver, Port Moody, City of Langley, White Rock, Pitt Meadows, Greater Vancouver A, Bowen Island, Capilano 5, Anmore, Musqueam 2, Burrard Inlet 3, Lions Bay, Tsawwassen, Belcarra, Mission 1, Matsqui 4, Katzie 1, Semiahmoo, Seymour Creek 2, McMillian Island 6, Coquitlam 1, Musqueam 4, Coquitlam 2, Katzie 2, Whonnock 1, Barnston Island 3, and Langley 5. Data products that are identified as 20% sample data refer to information that was collected using the long census questionnaire. For the most part, these data were collected from 20% of the households; however they also include some areas, such as First Nations communities and remote areas, where long census form data were collected from 100% of the households. The following changes were made to the census family concept for 2001 and account for some of the increase in the total number of families, single parent families and children living at home: Two persons living in a same-sex common law relationship are now considered a family. Children living at home now include previously married children, provided they are not currently living with a spouse or common-law partner. A grandchild living in a three generation household where the parent (middle generation) was never married is now considered a child of the census family. A grandchild of a three-generation household where the middle generation is not present is now considered a child of the census family.Mode of transportation to work data is not reliable for the 2001 Census due to the TransLink Transit Strike that occurred during the data collection period. Data currencyThe data for Census 2001 was collected in May 2001. Data accuracyStatistics Canada is committed to protect the privacy of all Canadians and the confidentiality of the data they provide to us. As part of this commitment, some population counts of geographic areas are adjusted in order to ensure confidentiality. Counts of the total population are rounded to a base of 5 for any dissemination block having a population less than 15. Population counts for all standard geographic areas above the dissemination block level are derived by summing the adjusted dissemination block counts. The adjustment of dissemination block counts is controlled to ensure that the population counts for dissemination areas will always be within 5 of the actual values. The adjustment has no impact on the population counts of census divisions and large census subdivisions. Websites for further information Statistics Canada 2001 Census Dictionary Local area boundary dataset

This article reviews evidence on the labor market performance of Hispanics in the United States, with a particular focus on the US-born segment of this population. After discussing critical issues that arise in the US data sources commonly used to study Hispanics, we document how Hispanics currently compare with other Americans in terms of education, earnings, and labor supply, and then we discuss long-term trends in these outcomes. Relative to non-Hispanic Whites, US-born Hispanics from most national origin groups possess sizeable deficits in earnings, which in large part reflect corresponding educational deficits. Over time, rates of high school completion by US-born Hispanics have almost converged to those of non-Hispanic Whites, but the large Hispanic deficits in college completion have instead widened. Finally, from the perspective of immigrant generations, Hispanics experience substantial improvements in education and earnings between first-generation immigrants and the second-generation consisting of the US-born children of immigrants. Continued progress beyond the second generation is obscured by measurement issues arising from high rates of Hispanic intermarriage and the fact that later-generation descendants of Hispanic immigrants often do not self-identify as Hispanic when they come from families with mixed ethnic origins.

Chart and table of the U.S. birth rate from 1950 to 2025. United Nations projections are also included through the year 2100.

Success.ai provides extensive access to LinkedIn data, featuring over 700 million public profiles and 70 million company records. This service is ideal for professionals in marketing, advertising, and B2B marketing, aiming to enhance market research and lead generation strategies. With a focus on LinkedIn profile data, our offerings are meticulously curated to support businesses in identifying and engaging with key decision-makers through detailed insights.

• LinkedIn Profile Data: Detailed insights into individual professional histories and qualifications.
• LinkedIn Data: Comprehensive access to user activities and engagement metrics.
• LinkedIn Company Data: In-depth company profiles including industry, size, and employee data.
• User Profiles Data: General user demographics and professional backgrounds.
• Licensed Professionals Data: Verified data on professionals with credentials and certifications.

Key Use Cases:

• Marketing: Leverage LinkedIn data to create targeted marketing campaigns.
• Advertising: Utilize detailed demographic and professional data for precision advertising.
• B2B Marketing: Engage directly with key industry players and decision-makers.
• Market Research: Analyze industry trends and gather competitor insights.
• Lead Generation: Generate and qualify leads based on detailed company and professional data.

Why Choose Success.ai for LinkedIn Data?

• Unmatched Data Integrity: With AI-enhanced validation, we ensure 99% accuracy across all data points.
• Global Reach: From startups to multinational companies, our data spans across all major regions including North America, Europe, and Asia.
• Customization and Flexibility: Tailor your data sets with filters that meet your specific needs, delivered in formats like CSV, Excel, or through our API.
• Compliance and Reliability: Adherence to GDPR and other privacy laws makes our data not only reliable but also ethically sourced.
• Competitive Pricing: Our best price guarantee ensures you receive the most value for your investment.

Our LinkedIn Data Solutions are designed to provide actionable insights that help businesses grow by understanding their market better and connecting with potential clients more effectively. Success.ai is committed to delivering high-quality, up-to-date data that empowers your business operations.

Get Started Now: Unlock the potential of LinkedIn with Success.ai and transform your business strategies with our advanced data solutions. Contact us today to learn more about our services and how we can help you achieve your business goals with precision and efficiency.

Success.ai – Where data meets precision at the best price.

Dataset Card for "sales-conversations-2"

  Dataset Card for "sales-conversations"

This dataset was created for the purpose of training a sales agent chatbot that can convince people. The initial idea came from: textbooks is all you need https://arxiv.org/abs/2306.11644 gpt-3.5-turbo was used for the generation See the main model or github for more information salesGPT_v2: https://huggingface.co/goendalf666/salesGPT_v2 github:… See the full description on the dataset page: https://huggingface.co/datasets/goendalf666/sales-conversations-2.

Your Source for Reliable US Address Data

Accurate Append provides comprehensive US address data, helping businesses connect with consumers using verified postal addresses, mobile phone numbers, and email addresses. Our extensive address data set includes millions of consumer records, available through flexible delivery options such as batch processing or real-time API integration.

With Accurate Append, you can confidently power your marketing campaigns, lead generation, and customer engagement initiatives using accurate and up-to-date contact information.

Whether you're conducting direct mail campaigns, enriching your customer database, or reaching out via multiple channels, our US address data is an essential resource for targeting the right consumers. With real-time validation, you can ensure your outreach efforts are supported by the most reliable and current data.

Use Cases for Address Data Accurate Append’s address data provides businesses with valuable tools for a variety of marketing and outreach applications. By incorporating accurate postal addresses, businesses can improve their targeting strategies and achieve better results across multiple channels:

Direct Mail Campaigns: Reach consumers more effectively with verified postal addresses for personalized mail campaigns. Our address data helps ensure that your direct mail pieces land in the right hands, increasing engagement and response rates.

Customer Data Enrichment: Add missing or outdated postal addresses to your existing customer records. With enriched data, you can create more complete customer profiles for improved personalization and outreach, both offline and online.

Lead Generation: Leverage our extensive address data to identify high-potential leads across the United States. Our data enables you to target consumers in specific geographic locations, allowing for more effective prospecting and outreach.

Telemarketing & Email Campaigns: Combine our accurate postal addresses with mobile phone numbers and email addresses to create multi-channel marketing campaigns. With detailed consumer data, you can target individuals with tailored messages via multiple touchpoints.

Customer Retargeting: Use address data to reconnect with previous customers or prospects who have shown interest in your products or services. By ensuring that your contact information is accurate, you can boost retention and encourage repeat business through personalized outreach.

Accurate Append’s Address Data: Key Features and Benefits Accurate Append offers a range of unique features and benefits when it comes to providing reliable address data for businesses. Our solutions are designed to help you maximize the effectiveness of your campaigns and engagement strategies:

Real-Time Validation: Our address data is continuously validated in real time, ensuring that you have access to the most up-to-date consumer postal addresses. This minimizes the risk of sending marketing materials to incorrect or outdated addresses, helping to increase campaign success.

Batch Processing & API Access: We offer both batch delivery and real-time API integration, allowing you to choose the method that best fits your business needs. Batch processing is ideal for large-scale address data appending, while our API provides instant access for real-time data validation and updates.

Comprehensive US Coverage: Accurate Append’s address data covers millions of US consumers across a wide range of geographic areas and demographics. Whether you need to target consumers in specific cities, states, or neighborhoods, our extensive data set gives you the flexibility to reach the right audience.

High Match Rate: With one of the highest match rates in the industry, Accurate Append ensures that your existing contact records are enriched with the most accurate and relevant address data. This allows you to maximize your outreach potential by increasing the number of valid addresses in your database.

Customizable Data Solutions: We understand that every business has unique needs, so we offer customizable data solutions tailored to your specific requirements. Whether you're looking to append address data or integrate real-time validation into your workflows, we provide flexible options to suit your objectives.

Maximize Your Marketing Efforts with Accurate Address Data Accurate Append’s address data enables your business to effectively target, engage, and convert consumers across the United States. By leveraging our verified postal address in combination with mobile phone numbers and email address, you can create more comprehensive and personalized marketing campaigns that drive results.

Whether you're focused on direct mail campaigns, telemarketing, or lead generation, Accurate Append’s address data is a valuable resource that will help you reach your goals more efficiently. Our high-quality data ensures that your marketing efforts are supported by accurate and u...

Your Source for Reliable US Mobile Phone Numbers

Accurate Append is your trusted provider of comprehensive US mobile phone numbers, helping businesses connect with consumers through telemarketing and SMS campaigns. Our extensive database includes millions of verified mobile numbers, postal addresses, and email addresses, giving you the tools to power your marketing campaigns, lead generation, and customer engagement efforts. With options for batch processing or real-time API integration, we offer flexible delivery methods to suit your business needs.

Maximize Your Telemarketing & SMS Campaigns

Our mobile phone number data is designed to help businesses execute highly effective telemarketing and SMS campaigns. Accurate Append ensures that the numbers you use are current, reliable, and compliant with industry standards. Whether you're reaching out to prospects, following up with leads, or engaging with existing customers, our verified mobile phone numbers give you the confidence to execute multi-channel campaigns with precision.

Key Benefits for Telemarketing and SMS Campaigns

Real-Time Validation: Keep your outreach efforts on target with real-time validated mobile phone numbers. This ensures your telemarketing and SMS messages reach the right audience, increasing engagement and response rates. Batch Processing & API Integration: Access our data through batch processing for large-scale campaigns or utilize our real-time API to integrate mobile phone numbers directly into your CRM or marketing software. High Match Rate: Our data offers one of the highest match rates in the industry, helping you maximize the number of valid contacts in your database for more effective telemarketing and SMS campaigns. Comprehensive US Coverage: Accurate Append’s database includes mobile phone numbers from millions of consumers across the United States, allowing you to target specific geographic areas with precision. Use Cases for US Mobile Phone Numbers

Accurate Append’s mobile phone number data supports a wide range of marketing and outreach applications, including:

Telemarketing Campaigns: Reach prospects directly via phone calls with verified mobile numbers, ensuring higher contact rates and more successful conversations. SMS Marketing: Drive engagement with personalized SMS campaigns. Our verified mobile phone numbers allow you to send targeted, timely messages to the right audience, increasing conversion rates. Lead Generation: Use our mobile phone number data to identify and reach high-potential leads across the US. Accurate data enables you to connect with consumers in specific locations, boosting the effectiveness of your prospecting efforts. Customer Retargeting: Reconnect with previous customers or prospects who have shown interest in your products or services. Accurate mobile numbers enable you to retarget effectively through telemarketing or SMS outreach. Why Choose Accurate Append for Mobile Phone Numbers?

Reliable Data Quality: Our mobile phone numbers are continuously updated and validated, minimizing the risk of invalid or outdated numbers in your campaigns. Compliance & Privacy: We prioritize data compliance and ensure that our mobile phone numbers meet industry standards, keeping your telemarketing and SMS campaigns within legal guidelines. Customizable Solutions: Whether you need a one-time data append or ongoing access via API, we offer customizable data solutions to fit your business requirements. Telemarketing & SMS Campaigns Made Easy

Accurate Append makes it easy to enhance your telemarketing and SMS campaigns with verified mobile phone numbers. Whether you're launching a new outreach initiative or enriching your customer database, our data helps ensure your messages reach the right people at the right time. By combining mobile phone numbers with postal and email data, you can create multi-channel campaigns that engage consumers through their preferred contact methods.

Unlock the Potential of Mobile Phone Data with Accurate Append

With Accurate Append’s extensive database of US mobile phone numbers, you can confidently target and engage consumers across the country. From telemarketing and SMS to multi-channel marketing strategies, our reliable data empowers your business to achieve better results and drive growth. Let us help you unlock new opportunities for lead generation, customer retention, and conversion.

Contact Us Today

Learn how Accurate Append’s mobile phone number data can enhance your telemarketing and SMS campaigns. Reach out to us today and discover how our solutions can help you improve your marketing strategies and connect with consumers more effectively.

According to a May 2023 survey of internet users in the United States, younger generations understand online data privacy and cybersecurity better than more senior respondents. The survey found that around three in 10 respondents between 18 and 29 were the most knowledgeable in the mentioned topics, whereas 35 percent of those 65 years and older had the slightest knowledge of data privacy.

The displayed data about the distribution of U.S. adults that used health apps in the preceding 12 months, by generation, is based on the Statista Global Consumer Survey conducted in 2024. According to the survey, 45 percent of health app users in the United States were Millennials, with 30 percent of users being Gen Z.

The displayed data on the cooking frequency of Millennials and Generation Z shows results of the GCS Special Food & Nutrition conducted in the United States in 2024. More than half of the young cooks in the U.S. cook a meal every day of the week, with 22-29 percent cooking several times per day. Overall, Millennials cook more often than the younger Generation Z.