49 datasets found
  1. Number of honey bee colonies in the U.S. 2016-2023

    • statista.com
    Updated Jul 1, 2025
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    Statista (2025). Number of honey bee colonies in the U.S. 2016-2023 [Dataset]. https://www.statista.com/statistics/755263/bee-colonies-us/
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    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    This statistic shows the number of honey bee colonies in the United States from 2016 to 2023. In 2023, there were approximately **** million honey bee colonies in the United States, a slight decrease from the previous year.

  2. u

    Data from: Patterns of Widespread Decline in North American Bumble Bees

    • agdatacommons.nal.usda.gov
    zip
    Updated Feb 8, 2024
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    Sydney A. Cameron; Jeffrey D. Lozier; James P. Strange; Jonathan B. Koch; Nils Cordes; Leellen F. Solter; Terry L. Griswold (2024). Data from: Patterns of Widespread Decline in North American Bumble Bees [Dataset]. http://doi.org/10.15482/USDA.ADC/1529234
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    zipAvailable download formats
    Dataset updated
    Feb 8, 2024
    Dataset provided by
    USDA-ARS Pollinating Insect-Biology, Management, Systematics Research
    Authors
    Sydney A. Cameron; Jeffrey D. Lozier; James P. Strange; Jonathan B. Koch; Nils Cordes; Leellen F. Solter; Terry L. Griswold
    License

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

    Description

    Bumble bees (Bombus) are vitally important pollinators of wild plants and agricultural crops worldwide. Fragmentary observations, however, have suggested population declines in several North American species. Despite rising concern over these observations in the United States, highlighted in a recent National Academy of Sciences report, a national assessment of the geographic scope and possible causal factors of bumble bee decline is lacking. Here, we report results of a 3-y interdisciplinary study of changing distributions, population genetic structure, and levels of pathogen infection in bumble bee populations across the United States. We compare current and historical distributions of eight species, compiling a database of >73,000 museum records for comparison with data from intensive nationwide surveys of >16,000 specimens. We show that the relative abundances of four species have declined by up to 96% and that their surveyed geographic ranges have contracted by 23–87%, some within the last 20 y. We also show that declining populations have significantly higher infection levels of the microsporidian pathogen Nosema bombi and lower genetic diversity compared with co-occurring populations of the stable (nondeclining) species. Higher pathogen prevalence and reduced genetic diversity are, thus, realistic predictors of these alarming patterns of decline in North America, although cause and effect remain uncertain. Bumble bees (Bombus) are integral wild pollinators within native plant communities throughout temperate ecosystems, and recent domestication has boosted their economic importance in crop pollination to a level surpassed only by the honey bee. Their robust size, long tongues, and buzz-pollination behavior (high-frequency buzzing to release pollen from flowers) significantly increase the efficiency of pollen transfer in multibillion dollar crops such as tomatoes and berries. Disturbing reports of bumble bee population declines in Europe have recently spilled over into North America, fueling environmental and economic concerns of global decline. However, the evidence for large-scale range reductions across North America is lacking. Many reports of decline are unpublished, and the few published studies are limited to independent local surveys in northern California/southern Oregon, Ontario, Canada, and Illinois. Furthermore, causal factors leading to the alleged decline of bumble bee populations in North America remain speculative. One compelling but untested hypothesis for the cause of decline in the United States entails the spread of a putatively introduced pathogen, Nosema bombi, which is an obligate intracellular microsporidian parasite found commonly in bumble bees throughout Europe but largely unstudied in North America. Pathogenic effects of N. bombi may vary depending on the host species and reproductive caste and include reductions in colony growth and individual life span and fitness. Population genetic factors could also play a role in Bombus population decline. For instance, small effective population sizes and reduced gene flow among fragmented habitats can result in losses of genetic diversity with negative consequences, and the detrimental impacts of these genetic factors can be especially intensified in bees. Population genetic studies of Bombus are rare worldwide. A single study in the United States identified lower genetic diversity and elevated genetic differentiation (FST) among Illinois populations of the putatively declining B. pensylvanicus relative to those of a codistributed stable species. Similar patterns have been observed in comparative studies of some European species, but most investigations have been geographically restricted and based on limited sampling within and among populations. Although the investigations to date have provided important information on the increasing rarity of some bumble bee species in local populations, the different survey protocols and limited geographic scope of these studies cannot fully capture the general patterns necessary to evaluate the underlying processes or overall gravity of declines. Furthermore, valid tests of the N. bombi hypothesis and its risk to populations across North America call for data on its geographic distribution and infection prevalence among species. Likewise, testing the general importance of population genetic factors in bumble bee decline requires genetic comparisons derived from sampling of multiple stable and declining populations on a large geographic scale. From such range-wide comparisons, we provide incontrovertible evidence that multiple Bombus species have experienced sharp population declines at the national level. We also show that declining populations are associated with both high N. bombi infection levels and low genetic diversity. This data was used in the paper "Patterns of widespread decline in North American bumble bees" published in the Proceedings of the National Academy of United States of America. For more information about this dataset contact: Sydney A. Cameron: scameron@life.illinois.edu James Strange: James.Strange@ars.usda.gov Resources in this dataset:Resource Title: Data from: Patterns of Widespread Decline in North American Bumble Bees (Data Dictionary). File Name: meta.xmlResource Description: This is an XML data dictionary for Data from: Patterns of Widespread Decline in North American Bumble Bees.Resource Title: Patterns of Widespread Decline in North American Bumble Bees (DWC Archive). File Name: occurrence.csvResource Description: File modified to remove fields with no recorded values.Resource Title: Patterns of Widespread Decline in North American Bumble Bees (DWC Archive). File Name: dwca-usda-ars-patternsofwidespreaddecline-bumblebees-v1.1.zipResource Description: Data from: Patterns of Widespread Decline in North American Bumble Bees -- this is a Darwin Core Archive file. The Darwin Core Archive is a zip file that contains three documents.

    The occurrence data is stored in the occurrence.txt file. The metadata that describes the columns of this document is called meta.xml. This document is also the data dictionary for this dataset. The metadata that describes the dataset, including author and contact information for this dataset is called eml.xml.

    Find the data files at https://bison.usgs.gov/ipt/resource?r=usda-ars-patternsofwidespreaddecline-bumblebees

  3. N

    Bee, NE Annual Population and Growth Analysis Dataset: A Comprehensive...

    • neilsberg.com
    csv, json
    Updated Jul 30, 2024
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    Neilsberg Research (2024). Bee, NE Annual Population and Growth Analysis Dataset: A Comprehensive Overview of Population Changes and Yearly Growth Rates in Bee from 2000 to 2023 // 2024 Edition [Dataset]. https://www.neilsberg.com/insights/bee-ne-population-by-year/
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    csv, jsonAvailable download formats
    Dataset updated
    Jul 30, 2024
    Dataset authored and provided by
    Neilsberg Research
    License

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

    Area covered
    Bee, Nebraska
    Variables measured
    Annual Population Growth Rate, Population Between 2000 and 2023, Annual Population Growth Rate Percent
    Measurement technique
    The data presented in this dataset is derived from the 20 years data of U.S. Census Bureau Population Estimates Program (PEP) 2000 - 2023. To measure the variables, namely (a) population and (b) population change in ( absolute and as a percentage ), we initially analyzed and tabulated the data for each of the years between 2000 and 2023. For further information regarding these estimates, please feel free to reach out to us via email at research@neilsberg.com.
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset tabulates the Bee population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Bee across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

    Key observations

    In 2023, the population of Bee was 167, a 0.60% decrease year-by-year from 2022. Previously, in 2022, Bee population was 168, a decline of 1.18% compared to a population of 170 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Bee decreased by 56. In this period, the peak population was 223 in the year 2000. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

    Content

    When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

    Data Coverage:

    • From 2000 to 2023

    Variables / Data Columns

    • Year: This column displays the data year (Measured annually and for years 2000 to 2023)
    • Population: The population for the specific year for the Bee is shown in this column.
    • Year on Year Change: This column displays the change in Bee population for each year compared to the previous year.
    • Change in Percent: This column displays the year on year change as a percentage. 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 Bee Population by Year. You can refer the same here

  4. Number of bee colonies in Canada 2013-2023

    • statista.com
    Updated Jul 11, 2025
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    Statista (2024). Number of bee colonies in Canada 2013-2023 [Dataset]. https://www.statista.com/statistics/715037/bee-colonies-canada/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Canada
    Description

    The number of honey bee colonies in Canada increased by **** thousand numbers (+**** percent) in 2023. In total, the number amounted to ****** thousand numbers in 2023.

  5. Number of beehives worldwide 2010-2023

    • statista.com
    Updated Jun 30, 2025
    + more versions
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    Statista (2025). Number of beehives worldwide 2010-2023 [Dataset]. https://www.statista.com/statistics/818286/number-of-beehives-worldwide/
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    Dataset updated
    Jun 30, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    This statistic shows the total number of beehives worldwide from 2010 to 2023. In 2023, there were about *** million beehives worldwide, increasing from around ***** million beehives in the previous year. Number of beehives worldwide has generally been increasing since 2010.

  6. N

    Bee, NE Population Pyramid Dataset: Age Groups, Male and Female Population,...

    • neilsberg.com
    csv, json
    Updated Feb 22, 2025
    + more versions
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    Neilsberg Research (2025). Bee, NE Population Pyramid Dataset: Age Groups, Male and Female Population, and Total Population for Demographics Analysis // 2025 Edition [Dataset]. https://www.neilsberg.com/research/datasets/523b3064-f122-11ef-8c1b-3860777c1fe6/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Feb 22, 2025
    Dataset authored and provided by
    Neilsberg Research
    License

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

    Area covered
    Bee, Nebraska
    Variables measured
    Male and Female Population Under 5 Years, Male and Female Population over 85 years, Male and Female Total Population for Age Groups, Male and Female Population Between 5 and 9 years, Male and Female Population Between 10 and 14 years, Male and Female Population Between 15 and 19 years, Male and Female Population Between 20 and 24 years, Male and Female Population Between 25 and 29 years, Male and Female Population Between 30 and 34 years, Male and Female Population Between 35 and 39 years, and 9 more
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. To measure the three variables, namely (a) male population, (b) female population and (b) total population, we initially analyzed and categorized the data for each of the age groups. For age groups we divided it into roughly a 5 year bucket for ages between 0 and 85. For over 85, we aggregated data into a single group for all ages. For further information regarding these estimates, please feel free to reach out to us via email at research@neilsberg.com.
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset tabulates the data for the Bee, NE population pyramid, which represents the Bee population distribution across age and gender, using estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. It lists the male and female population for each age group, along with the total population for those age groups. Higher numbers at the bottom of the table suggest population growth, whereas higher numbers at the top indicate declining birth rates. Furthermore, the dataset can be utilized to understand the youth dependency ratio, old-age dependency ratio, total dependency ratio, and potential support ratio.

    Key observations

    • Youth dependency ratio, which is the number of children aged 0-14 per 100 persons aged 15-64, for Bee, NE, is 33.5.
    • Old-age dependency ratio, which is the number of persons aged 65 or over per 100 persons aged 15-64, for Bee, NE, is 16.0.
    • Total dependency ratio for Bee, NE is 49.5.
    • Potential support ratio, which is the number of youth (working age population) per elderly, for Bee, NE is 6.3.
    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 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 for the Bee population analysis. Total expected values are 18 and are define above in the age groups section.
    • Population (Male): The male population in the Bee for the selected age group is shown in the following column.
    • Population (Female): The female population in the Bee for the selected age group is shown in the following column.
    • Total Population: The total population of the Bee for the selected age group is shown in the following column.

    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 Bee Population by Age. You can refer the same here

  7. Number of bees in Romania 2018-2022

    • statista.com
    Updated Aug 19, 2024
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    Statista (2024). Number of bees in Romania 2018-2022 [Dataset]. https://www.statista.com/statistics/1256005/romania-number-of-bees/
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    Dataset updated
    Aug 19, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Romania
    Description

    The bee population in Romania totaled nearly 1.92 million bee families in 2022. This represented an increase of approximately 13.5 percent compared to the number of bee colonies registered in 2018.

  8. Number of bee colonies New Zealand 2020, by region

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Number of bee colonies New Zealand 2020, by region [Dataset]. https://www.statista.com/statistics/1013860/new-zealand-number-of-bee-colonies-by-region/
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    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Sep 1, 2020 - Nov 13, 2020
    Area covered
    New Zealand
    Description

    According to a survey conducted in 2020, there were around **** thousand bee colonies in the middle North Island of New Zealand. This region reported the highest bee colony loss in the winter of 2020.

  9. f

    Original data.

    • figshare.com
    zip
    Updated Oct 4, 2024
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    Jana Hurychová; Jakub Dostál; Martin Kunc; Sara Šreibr; Silvie Dostálková; Marek Petřivalský; Pavel Hyršl; Dalibor Titěra; Jiří Danihlík; Pavel Dobeš (2024). Original data. [Dataset]. http://doi.org/10.1371/journal.pone.0311415.s003
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    zipAvailable download formats
    Dataset updated
    Oct 4, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Jana Hurychová; Jakub Dostál; Martin Kunc; Sara Šreibr; Silvie Dostálková; Marek Petřivalský; Pavel Hyršl; Dalibor Titěra; Jiří Danihlík; Pavel Dobeš
    License

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

    Description

    The honey bee, Apis mellifera L., is one of the main pollinators worldwide. In a temperate climate, seasonality affects the life span, behavior, physiology, and immunity of honey bees. In consequence, it impacts their interaction with pathogens and parasites. In this study, we used Bayesian statistics and modeling to examine the immune response dynamics of summer and winter honey bee workers after injection with the heat-killed bacteria Serratia marcescens, an opportunistic honey bee pathogen. We investigated the humoral and cellular immune response at the transcriptional and functional levels using qPCR of selected immune genes, antimicrobial activity assay, and flow cytometric analysis of hemocyte concentration. Our data demonstrate increased antimicrobial activity at transcriptional and functional levels in summer and winter workers after injection, with a stronger immune response in winter bees. On the other hand, an increase in hemocyte concentration was observed only in the summer bee population. Our results indicate that the summer population mounts a cellular response when challenged with heat-killed S. marcescens, while winter honey bees predominantly rely on humoral immune reactions. We created a model describing the honey bee immune response dynamics to bacteria-derived components by applying Bayesian statistics to our data. This model can be employed in further research and facilitate the investigating of the honey bee immune system and its response to pathogens.

  10. N

    Dataset for Bee, NE Census Bureau Demographics and Population Distribution...

    • neilsberg.com
    Updated Jul 24, 2024
    + more versions
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    Neilsberg Research (2024). Dataset for Bee, NE Census Bureau Demographics and Population Distribution Across Age // 2024 Edition [Dataset]. https://www.neilsberg.com/research/datasets/b77fc78f-5460-11ee-804b-3860777c1fe6/
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    Dataset updated
    Jul 24, 2024
    Dataset authored and provided by
    Neilsberg Research
    License

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

    Area covered
    Bee, Nebraska
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset tabulates the Bee population by age. The dataset can be utilized to understand the age distribution and demographics of Bee.

    Content

    The dataset constitues the following three datasets

    • Bee, NE Age Group Population Dataset: A complete breakdown of Bee age demographics from 0 to 85 years, distributed across 18 age groups
    • Bee, NE Age Cohorts Dataset: Children, Working Adults, and Seniors in Bee - Population and Percentage Analysis
    • Bee, NE Population Pyramid Dataset: Age Groups, Male and Female Population, and Total Population for Demographics Analysis

    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/.

  11. T

    Population Estimate, Total, Not Hispanic or Latino, Black or African...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jul 31, 2019
    + more versions
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    TRADING ECONOMICS (2019). Population Estimate, Total, Not Hispanic or Latino, Black or African American Alone (5-year estimate) in Bee County, TX [Dataset]. https://tradingeconomics.com/united-states/population-estimate-of-non-hispanic-black-or-african-american-persons-in-bee-county-tx-fed-data.html
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    csv, excel, xml, jsonAvailable download formats
    Dataset updated
    Jul 31, 2019
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Texas, Bee County
    Description

    Population Estimate, Total, Not Hispanic or Latino, Black or African American Alone (5-year estimate) in Bee County, TX was 1852.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Population Estimate, Total, Not Hispanic or Latino, Black or African American Alone (5-year estimate) in Bee County, TX reached a record high of 3337.00000 in January of 2011 and a record low of 1852.00000 in January of 2023. Trading Economics provides the current actual value, an historical data chart and related indicators for Population Estimate, Total, Not Hispanic or Latino, Black or African American Alone (5-year estimate) in Bee County, TX - last updated from the United States Federal Reserve on June of 2025.

  12. T

    Estimate, Median Age by Sex, Total Population (5-year estimate) in Bee...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Feb 12, 2020
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    TRADING ECONOMICS (2020). Estimate, Median Age by Sex, Total Population (5-year estimate) in Bee County, TX [Dataset]. https://tradingeconomics.com/united-states/median-age-of-the-population-in-bee-county-tx-fed-data.html
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    excel, csv, json, xmlAvailable download formats
    Dataset updated
    Feb 12, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Texas, Bee County
    Description

    Estimate, Median Age by Sex, Total Population (5-year estimate) in Bee County, TX was 35.80000 Years of Age in January of 2023, according to the United States Federal Reserve. Historically, Estimate, Median Age by Sex, Total Population (5-year estimate) in Bee County, TX reached a record high of 36.20000 in January of 2014 and a record low of 33.80000 in January of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimate, Median Age by Sex, Total Population (5-year estimate) in Bee County, TX - last updated from the United States Federal Reserve on July of 2025.

  13. n

    Cognitive scores of bees exposed to various environmental stressors

    • data.niaid.nih.gov
    • search.dataone.org
    • +2more
    zip
    Updated Apr 7, 2023
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    Amélie Cabirol; Tamara Gómez-Moracho; Coline Monchanin; Cristian Pasquaretta; Mathieu Lihoreau (2023). Cognitive scores of bees exposed to various environmental stressors [Dataset]. http://doi.org/10.5061/dryad.63xsj3v72
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    zipAvailable download formats
    Dataset updated
    Apr 7, 2023
    Dataset provided by
    Universidad de Granada
    Centre National pour la Recherche Scientifique et Technique (CNRST)
    Université de Toulouse
    University of Lausanne
    Authors
    Amélie Cabirol; Tamara Gómez-Moracho; Coline Monchanin; Cristian Pasquaretta; Mathieu Lihoreau
    License

    https://spdx.org/licenses/CC0-1.0.htmlhttps://spdx.org/licenses/CC0-1.0.html

    Description

    Environmental stressors have sublethal consequences on animals, often affecting the mean of phenotypic traits in populations. However, effects on inter-individual variability are poorly understood. Since phenotypic variability is the basis for adaptation, any change due to stressors may have important implications for population resilience. Here we explored this possibility in bees by analysing raw datasets from 23 studies (5,618 bees) in which individuals were first exposed to stressors and then tested for cognitive tasks. While all types of stressors decreased the mean cognitive performance of bees, they increased cognitive variability. Focusing on 14 pesticide studies, we found that the mode of exposure to stressors and the dose were critical. Mean cognitive performance was more affected by a chronic exposure than by an acute exposure. Yet, cognitive variability increased with increasing doses following both exposure durations. Policy implications: Current guidelines for the authorization of plant protection products on the European market prioritize acute over chronic toxicity assessments on non-target organisms. By overlooking the consequences of a chronic exposure, regulatory authorities may register new products or doses that are harmful to bee populations. Our findings call for more research on stress-induced phenotypic variation and its incorporation to policy guidelines to help identify levels and modes of exposure animals can cope with. Methods Search and selection of datasets The search for datasets in scientific publications falling within the scope of our research question was performed in July 2020 using the PubMed database. The words used for the search were (“Stressor” OR “Pesticide” OR “Parasite”) AND (“Cognition” OR “Learning”) AND (“Bees”). This search was not restricted to any section of the manuscripts and automatically extended to similar terms intended under the MeSH hierarchy of the database. A total of 240 studies were found, of which 18 met our inclusion criteria regarding the cognitive task and the type of stressor (see below). The search terms under which each study was found are available in the Supplementary Table 1. Five datasets belonging to the authors of this study were also included as they filled the inclusion criteria. These studies measured the impact of stressors on the cognitive performance of bees. The list of the 23 selected studies is available in Table 1. Cognitive tasks: We focused on cognitive data from bees exposed to stressors during their adult life. The effect of stressors on larvae could not be analysed due to the lack of data available (two studies). In all the selected studies, cognitive performance was assessed using associative learning paradigms testing the ability of bees to associate an olfactory or/and a visual stimulus with an appetitive or aversive reinforcement (Giurfa, 2007). Olfactory learning was tested in 18 out of the 23 studies. These studies used learning protocols based on the appetitive conditioning of the proboscis extension response (PER; 16 studies) or the aversive conditioning of the sting extension response (SER; 2 studies). Either response was conditioned by presenting bees a conditioned stimulus (an odour) reinforced with an unconditioned stimulus (sucrose solution or electric shock), for 3-15 trials in appetitive assays and 5-6 trials in aversive assays. Trainings included absolute learning (the odour is reinforced) and differential learning (an odour is reinforced; the other is not). Visual learning was tested in 5 out of the 23 studies. These studies used appetitive conditioning protocols in a Y-maze or on artificial flowers (i.e. feeders), or aversive conditioning protocols with electric shocks. One of these studies applied a multimodal appetitive conditioning combining both odour and colour cues to be learnt by bees in an array of artificial flowers (Muth et al. 2019). Here again bees were tested for differential learning. Stressors: Stressor types covered different pesticides, parasites, predator odours, alarm pheromones, and heavy metal pollutants. Experiments performed with pesticides whose median lethal dose (LD50; i.e. dose that kills 50% of the population) could not be identified in the literature were excluded from our final selection. Exposure duration: In all the studies, stressors were applied before the cognitive tests, except in one study in which it was used as the conditioning stimulus to be learned (i.e. alarm and predator pheromones (Wang et al. 2016)). We categorised the duration of exposure using the common dichotomy between acute and chronic exposures. An acute exposure was characterized by a single administration of the pesticide to each individual bee. When bees were exposed to the pesticide more than once, either as a substance present in their environment or as a food directly offered to each individual, the exposure type was considered chronic. Bees: The bee species studied in the selected publications were the honey bees Apis cerana and Apis mellifera, and the bumblebees Bombus impatiens and Bombus terrestris. These species were not selected purposefully, but rather emerged as the species most represented in our dataset from the refinement obtained with other inclusion criteria. We considered bee genus (Apis or Bombus) for the analyses.

    Table 1: Summary of the 23 studies used.

    Stressor

    Bee genus

    Exposure type

    Reference

    Pesticide

    Apis

    Acute

    (Ludicke and Nieh, 2020)

    Pesticide

    Apis

    Acute

    (Hesselbach and Scheiner, 2018)

    Pesticide

    Apis

    Acute

    (Urlacher et al., 2016)

    Pesticide

    Apis

    Acute

    (Tan et al., 2015)

    Pesticide

    Apis

    Chronic

    (Mustard et al., 2020)

    Pesticide

    Apis

    Chronic

    (Tan et al., 2017)

    Pesticide

    Apis, Bombus

    Acute

    (Siviter et al., 2019)

    Pesticide

    Bombus

    Acute

    (Muth et al., 2019)

    Pesticide

    Bombus

    Acute, chronic

    (Stanley, Smith and Raine, 2015)

    Pesticide

    Bombus

    Chronic

    (Smith et al., 2020)

    Pesticide

    Bombus

    Chronic

    (Lämsä et al., 2018)

    Pesticide

    Bombus

    Chronic

    (Phelps et al., 2018)

    Pesticide, coexposure

    Apis

    Chronic

    (Colin, Plath, et al., 2020)

    Parasite

    Bombus

    Acute

    (Gomez-Moracho et al., 2021)

    Parasite

    Bombus

    Acute

    (Martin, Fountain and Brown, 2018)

    Pollution

    Apis

    Acute

    (Monchanin et al. unpublished)

    Pollution

    Apis

    Acute

    (Monchanin, Drujont, et al., 2021)

    Pollution

    Apis

    Chronic

    (Monchanin, Blanc-brude, et al., 2021)

    Other

    Apis

    Acute

    (Wang et al., 2016)

    Other

    Apis

    Acute

    (Shepherd et al., 2018)

    Other

    Apis

    Chronic

    (Shepherd et al., 2019)

    Coexposure

    Apis, Bombus

    Acute/Chronic

    (Piiroinen and Goulson, 2016)

    Coexposure

    Bombus

    Acute/Chronic

    (Piiroinen et al., 2016)

    Dataset organisation and normalisation of variables All but three raw datasets were available online with the published material. Those three datasets were kindly provided by their authors, i.e. Dara Stanley and Ken Tan. The raw data were downloaded and saved as .csv files. A new dataset was created, which combined information on the species, the cognitive task studied, the type of stressor, the type of exposure (acute/chronic), and, in the case of pesticide studies, the dose (µg/bee) or concentration (ppb). The dose (acute exposure) and concentration (chronic exposure) were normalized as the percentage of the LD50. When learning performance was measured as a binary response (e.g. success vs. failure) across multiple trials, the raw data were used to calculate a learning score for each individual corresponding to the number of successful trials. This was required because the variance in binary variables can be mathematically predicted from the mean and sample size and does not reflect biological variance (Supplementary Fig. 1). Each study provided individual cognitive scores for at least one experimental treatment and control group. There was a total of 73 experimental treatments across the 23 studies. To compare the mean cognitive performance and the cognitive variability across studies, we used a standardized method for the meta-analysis of variation (Nakagawa et al., 2015; Senior, Viechtbauer and Nakagawa, 2020). This method controls for the mean – variance linear relationship that may exist in a dataset by using unbiased effect size statistics of the mean and variability, i.e. the natural logarithm of the ratio between the means (lnRR) and the natural logarithm of the ratio between the coefficients of variation (lnCVR) of treated and control groups, respectively. Changes in lnCVR are not an indirect consequence of changes in lnRR, as would have been the case had we analysed the variance and the mean, but they rather reflect changes in variability per se. The two pre-requisites for this method are (i) to use log scale data and (ii) to observe a mean-variance linear relationship. Studies for which negative cognitive scores were present were transformed to log-scale data by adding the minimum score to all individuals. The mean and standard deviation of the cognitive scores, as well as sample sizes, were calculated for each experimental treatment and control group. A linear relationship and positive correlation were found between the log sample mean and standard deviation in our dataset (Supplementary Fig. 2). All pre-requisites being met, we then calculated the lnRR and lnCVR for each experimental treatment and control group (i.e. 73 effect sizes) as well as their sampling (error) variance using equations corrected for the sample size described in (Senior, Viechtbauer and Nakagawa, 2020). Individual bees in control and treated groups in all study designs were considered independent. Data analyses All analyses were conducted in R Studio v.1.2.5033 (RStudio Team 2015). The package metafor (Viechtbauer, 2010)was used to compute multilevel meta-analytic models (MLMA),

  14. F

    Population Estimate, Total, Not Hispanic or Latino, Some Other Race Alone...

    • fred.stlouisfed.org
    json
    Updated Dec 12, 2024
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    (2024). Population Estimate, Total, Not Hispanic or Latino, Some Other Race Alone (5-year estimate) in Bee County, TX [Dataset]. https://fred.stlouisfed.org/series/B03002008E048025
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    jsonAvailable download formats
    Dataset updated
    Dec 12, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Texas, Bee County
    Description

    Graph and download economic data for Population Estimate, Total, Not Hispanic or Latino, Some Other Race Alone (5-year estimate) in Bee County, TX (B03002008E048025) from 2009 to 2023 about Bee County, TX; TX; non-hispanic; estimate; persons; 5-year; population; and USA.

  15. f

    Population statistics for drone fathers.

    • plos.figshare.com
    xls
    Updated May 31, 2023
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    David R. Tarpy; Deborah A. Delaney; Thomas D. Seeley (2023). Population statistics for drone fathers. [Dataset]. http://doi.org/10.1371/journal.pone.0118734.t001
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    xlsAvailable download formats
    Dataset updated
    May 31, 2023
    Dataset provided by
    PLOS ONE
    Authors
    David R. Tarpy; Deborah A. Delaney; Thomas D. Seeley
    License

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

    Description

    Population genetics statistics for drone fathers from the Arnot Forest, Apiary 1, and Apiary 2, based on alleles from 10 variable microsatellite loci. Drone alleles inferred from worker and queen genotypes using the program COLONY 1.2 [33].Population statistics for drone fathers.

  16. Population genetic statistics.

    • plos.figshare.com
    xls
    Updated Jun 1, 2023
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    Andreas Wallberg; Caspar Schöning; Matthew T. Webster; Martin Hasselmann (2023). Population genetic statistics. [Dataset]. http://doi.org/10.1371/journal.pgen.1006792.t001
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    xlsAvailable download formats
    Dataset updated
    Jun 1, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Andreas Wallberg; Caspar Schöning; Matthew T. Webster; Martin Hasselmann
    License

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

    Description

    Population genetic statistics.

  17. Production and value of honey

    • www150.statcan.gc.ca
    • data.urbandatacentre.ca
    • +4more
    Updated Dec 12, 2024
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    Government of Canada, Statistics Canada (2024). Production and value of honey [Dataset]. http://doi.org/10.25318/3210035301-eng
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    Dataset updated
    Dec 12, 2024
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Data on the production and value of honey, beekeepers and colonies.

  18. T

    Population Estimate, Total, Not Hispanic or Latino, Asian Alone (5-year...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jul 15, 2019
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    TRADING ECONOMICS (2019). Population Estimate, Total, Not Hispanic or Latino, Asian Alone (5-year estimate) in Bee County, TX [Dataset]. https://tradingeconomics.com/united-states/population-estimate-of-non-hispanic-asian-persons-in-bee-county-tx-fed-data.html
    Explore at:
    csv, xml, json, excelAvailable download formats
    Dataset updated
    Jul 15, 2019
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Texas, Bee County
    Description

    Population Estimate, Total, Not Hispanic or Latino, Asian Alone (5-year estimate) in Bee County, TX was 181.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Population Estimate, Total, Not Hispanic or Latino, Asian Alone (5-year estimate) in Bee County, TX reached a record high of 225.00000 in January of 2011 and a record low of 59.00000 in January of 2010. Trading Economics provides the current actual value, an historical data chart and related indicators for Population Estimate, Total, Not Hispanic or Latino, Asian Alone (5-year estimate) in Bee County, TX - last updated from the United States Federal Reserve on June of 2025.

  19. c

    Data from: Pollinator Habitat

    • data.charlottenc.gov
    Updated May 10, 2023
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    City of Charlotte (2023). Pollinator Habitat [Dataset]. https://data.charlottenc.gov/maps/efdacdcbf72f435b9aa695d8ee815979
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    Dataset updated
    May 10, 2023
    Dataset authored and provided by
    City of Charlotte
    Area covered
    Description

    The City of Charlotte has been named a Bee City. Pollinator gardens are important in order to maintain the bee population. This map will allow citizens as well as organizations to track the location of pollinator gardens. the intention of this map is to hopefully assist code enforcement so that they don't unintentionally write code violations for a pollinator garden.

  20. T

    Population Estimate, Total, Hispanic or Latino (5-year estimate) in Bee...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jul 15, 2019
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    TRADING ECONOMICS (2019). Population Estimate, Total, Hispanic or Latino (5-year estimate) in Bee County, TX [Dataset]. https://tradingeconomics.com/united-states/population-estimate-of-hispanic-or-latino-persons-in-bee-county-tx-fed-data.html
    Explore at:
    excel, xml, json, csvAvailable download formats
    Dataset updated
    Jul 15, 2019
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Texas, Bee County
    Description

    Population Estimate, Total, Hispanic or Latino (5-year estimate) in Bee County, TX was 19187.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Population Estimate, Total, Hispanic or Latino (5-year estimate) in Bee County, TX reached a record high of 19313.00000 in January of 2020 and a record low of 17772.00000 in January of 2010. Trading Economics provides the current actual value, an historical data chart and related indicators for Population Estimate, Total, Hispanic or Latino (5-year estimate) in Bee County, TX - last updated from the United States Federal Reserve on July of 2025.

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Statista (2025). Number of honey bee colonies in the U.S. 2016-2023 [Dataset]. https://www.statista.com/statistics/755263/bee-colonies-us/
Organization logo

Number of honey bee colonies in the U.S. 2016-2023

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Dataset updated
Jul 1, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
United States
Description

This statistic shows the number of honey bee colonies in the United States from 2016 to 2023. In 2023, there were approximately **** million honey bee colonies in the United States, a slight decrease from the previous year.

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