Historical dataset showing total population for North America by year from 1950 to 2025.

The following data set is information obtained about counties in the United States from 2010 through 2019 through the United States Census Bureau. Information described in the data includes the age distributions, the education levels, employment statistics, ethnicity percents, houseold information, income, and other miscellneous statistics. (Values are denoted as -1, if the data is not available)

Data Dictionary

Hey!!!

This dataset contains population and GDP data for South and North America countries. All data is taken from the site "The World Bank", countries are divided into regions according to the UN.

By the way, you can merge this dataset with my last Africa dataset: https://www.kaggle.com/datasets/ivanbyone/population-and-gdp-africa

Historical dataset showing North America urban population by year from 1960 to 2023.

This data product consists of a database of population change and abundance estimates for North American birds, estimated from North American Breeding Bird Survey (BBS) data. Data are presented for 547 species of birds in 4 spreadsheets containing trend estimates and annual indices for 2 time periods. Estimates are derived for each species using the 1 of 4 alternative models, and a cross-validation model selection procedure was used to select the best model for each species. Metadata associated with this data product provides information specific to the associated analysis results; metadata for the BBS data are available at Ziolkowski, D.J., Lutmerding, M., English, W.B., Aponte, V.I., and Hudson, M-A.R., 2023, North American Breeding Bird Survey Dataset 1966 - 2022: U.S. Geological Survey data release, https://doi.org/10.5066/P9GS9K64.

The number of social media users in North America was forecast to continuously increase between 2024 and 2029 by in total 70.3 million users (+16.55 percent). After the ninth consecutive increasing year, the social media user base is estimated to reach 495.12 million users and therefore a new peak in 2029. Notably, the number of social media users of was continuously increasing over the past years.The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

US Industry Data by State, by Industry

Number of Establishments, Sales, Payroll, and Employees

By Gary Hoover [source]

About this dataset

This data set provides a detailed look into the US economy. It includes information on establishments and nonemployer businesses, as well as sales revenue, payrolls, and the number of employees. Gleaned from the Economic Census done every five years, this data is a valuable resource to anyone curious about where the nation was economically at the time. With columns including geographic area name, North American Industry Classification System (NAICS) codes for industries, descriptions of those codes meaning of operation or tax status, and annual payroll, this information-rich dataset contains all you need to track economic trends over time. Whether you’re a researcher studying industry patterns or an entrepreneur looking for market insight — this dataset has what you’re looking for!

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How to use the dataset

This dataset provides detailed US industry data by state, including the number of establishments, value of sales, payroll, and number of employees. All the data is based on the North American Industry Classification System (NAICS) code for each specific industry. This will allow you to easily analyze and compare industries across different states or regions.

Research Ideas

• Analyzing the economic impact of a new business or industry trends in different states: Comparing the change in the number of establishments, payroll, and employees over time can give insight into how a state is affected by a new industry trend or introduction of a new service or product.
• Estimating customer sales potential for businesses: This dataset can be used to estimate the potential customer base for businesses in different geographic areas. By analyzing total business done by non-employers in an area along with its estimated population can help estimate how much overall sales potential exists for a given region.
• Tracking competitor performance: By looking at shipments, receipts, and value of business done across industries in different regions or even cities, companies can track their competitors’ performance and compare it to their own to better assess their strategies going forward

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: Dataset copyright by authors - You are free to: - Share - copy and redistribute the material in any medium or format for any purpose, even commercially. - Adapt - remix, transform, and build upon the material for any purpose, even commercially. - You must: - Give appropriate credit - Provide a link to the license, and indicate if changes were made. - ShareAlike - You must distribute your contributions under the same license as the original. - Keep intact - all notices that refer to this license, including copyright notices.

Columns

File: 2012 Industry Data by Industry and State.csv | Column name | Description | |:----------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------| | Geographic area name | The name of the geographic area the data is for. (String) | | NAICS code | The North American Industry Classification System (NAICS) code for the industry. (String) | | Meaning of NAICS code | The description of the NAICS code. (String) | | Meaning of Type of operation or tax status code | The description of the type of operation or tax status code. (String) ...

Population growth (annual %) in North America was reported at 0.52905 % in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Population growth (annual %) - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Archaeologists and researchers in allied fields have long sought to understand human colonization of North America. When, how, and from where did people migrate, and what were the consequences of their arrival for the established fauna and landscape are enduring questions. Here, we present evidence from excavated surfaces of in situ human footprints from White Sands National Park (New Mexico, USA), where multiple human footprints are stratigraphically constrained and bracketed by seed layers that yield calibrated 14C ages between ~23 and 21 ka. These findings confirm the presence of humans in North America during the Last Glacial Maximum, adding evidence to the antiquity of human colonization of the Americas and providing a temporal range extension for the coexistence of early inhabitants and Pleistocene megafauna.

Historical dataset showing North America rural population by year from 1960 to 2023.

A comprehensive collection of US Census state population totals by year - from 1790 to present. Includes all 50 states plus DC.

Data from 1790 to 1900 is represented once per decade based on historic US Census data. Populations between 1900 and 1946 are backfilled estimates provided by the US census based on decennial Census data combined with external data including birth rates and death rates. Populations from 1947 onwards are based on population estimate surveys conducted by the US Census.

Population data is published in a tidy / long format as well as a wide / columnar format:

tidy format:

Each row represents a total population for a particular year and state.

This format is ideally suited for computation and for converting to other formats as needed.

wide format:

A pivot table of populations by year and state, with states as columns and years as rows. Each row represents populations for all states in a year.

This format is more compact and human-readable than the tidy format.

The number of internet users in North America was forecast to continuously increase between 2024 and 2029 by in total 34.8 million users (+7.35 percent). After the ninth consecutive increasing year, the number of users is estimated to reach 508.2 million users and therefore a new peak in 2029. Notably, the number of internet users of was continuously increasing over the past years.Depicted is the estimated number of individuals in the country or region at hand, that use the internet. As the datasource clarifies, connection quality and usage frequency are distinct aspects, not taken into account here.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more information concerning Saudi Arabia and Indonesia.

About this dataset

Context

The dataset tabulates the North English population distribution across 18 age groups. It lists the population in each age group along with the percentage population relative of the total population for North English. The dataset can be utilized to understand the population distribution of North English by age. For example, using this dataset, we can identify the largest age group in North English.

Key observations

The largest age group in North English, IA was for the group of age 0-4 years with a population of 99 (10.94%), according to the 2021 American Community Survey. At the same time, the smallest age group in North English, IA was the 55-59 years with a population of 16 (1.77%). Source: U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Age groups:

• Under 5 years
• 5 to 9 years
• 10 to 14 years
• 15 to 19 years
• 20 to 24 years
• 25 to 29 years
• 30 to 34 years
• 35 to 39 years
• 40 to 44 years
• 45 to 49 years
• 50 to 54 years
• 55 to 59 years
• 60 to 64 years
• 65 to 69 years
• 70 to 74 years
• 75 to 79 years
• 80 to 84 years
• 85 years and over

Variables / Data Columns

• Age Group: This column displays the age group in consideration
• Population: The population for the specific age group in the North English is shown in this column.
• % of Total Population: This column displays the population of each age group as a proportion of North English total population. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for North English Population by Age. You can refer the same here

About this dataset

Context

The dataset tabulates the North Pole population distribution across 18 age groups. It lists the population in each age group along with the percentage population relative of the total population for North Pole. The dataset can be utilized to understand the population distribution of North Pole by age. For example, using this dataset, we can identify the largest age group in North Pole.

Key observations

The largest age group in North Pole, AK was for the group of age 30-34 years with a population of 403 (14.27%), according to the 2021 American Community Survey. At the same time, the smallest age group in North Pole, AK was the 80-84 years with a population of 6 (0.21%). Source: U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Age groups:

• Under 5 years
• 5 to 9 years
• 10 to 14 years
• 15 to 19 years
• 20 to 24 years
• 25 to 29 years
• 30 to 34 years
• 35 to 39 years
• 40 to 44 years
• 45 to 49 years
• 50 to 54 years
• 55 to 59 years
• 60 to 64 years
• 65 to 69 years
• 70 to 74 years
• 75 to 79 years
• 80 to 84 years
• 85 years and over

Variables / Data Columns

• Age Group: This column displays the age group in consideration
• Population: The population for the specific age group in the North Pole is shown in this column.
• % of Total Population: This column displays the population of each age group as a proportion of North Pole total population. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for North Pole Population by Age. You can refer the same here

Individuals using the Internet (% of population) in North America was reported at 91.86 % in 2021, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Individuals using the Internet (% of population) - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.

Environmental Analysis Data: These data were compiled to investigate the complex interactions between environmental gradients and geographic distance across the Intermountain West of the western United States. Due to complex topography, physiographic heterogeneity, and complicated relationships with large bodies of water, spatial autocorrelation of environmental similarity may be expected. We provide an R script (VarioAnalysis.R) that uses four associated data files (annualprecip.csv, annualSWA.csv, annualtemp.csv, key.csv) to reproduce Figure 3 in Massatti et al. 2020 (see Larger Work Citation). The data files contain information on yearly soil water availability, temperature, and precipitation, which are summed or averaged and used to test autocorrelations using semi variograms. There is also a shapefile (see Source Data) and raster (RasterbySiteID.tif) that ties all of the site-specific information together and places data into a spatial context. The script and data were developed, extracted, and/or compiled by R.K. Shriver. Genetic Analysis Data: These data were compiled to assess the relationship between genetic differentiation and geographic distance in the Intermountain West of the western United States. Included are 14 files: 13 tab-delimited text files that detail species-specific data and one R script (czi.R) that uses data within the 13 files to reproduce Figures 1 and 2 in Massatti et al. 2020 (see Larger Work Citation). Species-specific files include site names, location information (latitude/longitude), and information on which genetic population each site belongs to according to the original publication document (see Table 1 in the Larger Work Citation). The R script is annotated to provide important information regarding how the analyses work and how they can be modified if users want to tailor analyses to other geographic regions. The script and data were developed, extracted, and/or compiled by R. Massatti.

Population ages 15-64, male in North America was reported at 121413951 Persons in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Population ages 15-64, male - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.

Population, male in North America was reported at 184398613 Persons in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Population, male - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Population ages 15-64, male (% of male population) in North America was reported at 65.84 % in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Population ages 15-64, male (% of total) - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.

Population ages 0-14, male in North America was reported at 33729907 Persons in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. North America - Population, ages 0-14, male - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.