100+ datasets found
  1. d

    Austin MSA Racial and Ethnic Diversity Index

    • catalog.data.gov
    • datahub.austintexas.gov
    • +2more
    Updated Oct 25, 2025
    + more versions
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    data.austintexas.gov (2025). Austin MSA Racial and Ethnic Diversity Index [Dataset]. https://catalog.data.gov/dataset/austin-msa-racial-and-ethnic-diversity-index
    Explore at:
    Dataset updated
    Oct 25, 2025
    Dataset provided by
    data.austintexas.gov
    Area covered
    Austin Metropolitan Area
    Description

    These are the data used for the Racial and Ethnic Diversity for the Austin MSA story map. The story map was published July 2024 but displays data from 2000, 2010, and 2020. Decennial census data were used for all three years. 2000: DEC Summary File 1, P004 2010: DEC Redistricting Data (PL 94-171), P2 2020: DEC Redistricting Data (PL 94-171), P2 Geographic crosswalks were used to harmonize 2000, 2010, and 2020 geographies. Racial and Ethnic Diversity Index for the Austin MSA Storymap: https://storymaps.arcgis.com/stories/88ee265f00934af7a750b57f7faebd2c City of Austin Open Data Terms of Use – https://data.austintexas.gov/stories/s/ranj-cccq

  2. Sidley Austin LLP U.S. attorney diversity by race and gender 2024

    • statista.com
    Updated Nov 24, 2025
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    Statista (2025). Sidley Austin LLP U.S. attorney diversity by race and gender 2024 [Dataset]. https://www.statista.com/statistics/1323884/diversity-attorneys-sidley-austin/
    Explore at:
    Dataset updated
    Nov 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    United States
    Description

    In 2024, the majority of attorneys working for Sidley Austin LLP in the United States were white men. Out of a total of ***** U.S. based associates working for the firm, *** of them came from a white background. In terms of gender diversity, men made up the majority of attorneys working for Sidley Austin in 2024. The racial group with the largest representation outside of those coming from a white background were Asian.

  3. Sidley Austin U.S. equity partner diversity by race and gender 2024

    • statista.com
    Updated Nov 24, 2025
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    Statista (2025). Sidley Austin U.S. equity partner diversity by race and gender 2024 [Dataset]. https://www.statista.com/statistics/1323932/diversity-equity-partners-sidley-austin/
    Explore at:
    Dataset updated
    Nov 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    United States
    Description

    In 2024, the majority of equity partners at Sidley Austin LLP in the United States were white men. Out of a total of *** U.S. based equity partners working for the firm, almost *** of them came from a white background. In terms of gender diversity, men made up the majority of equity partners working for Sidley Austin in 2024. The racial group with the largest representation outside of those coming from a white background were Asian.

  4. p

    Trends in Diversity Score (1991-2023): Austin High School vs. Texas vs....

    • publicschoolreview.com
    Updated Aug 17, 2025
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    Public School Review (2025). Trends in Diversity Score (1991-2023): Austin High School vs. Texas vs. Austin Independent School District [Dataset]. https://www.publicschoolreview.com/austin-high-school-profile/78703
    Explore at:
    Dataset updated
    Aug 17, 2025
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin Independent School District, Austin, Texas
    Description

    This dataset tracks annual diversity score from 1991 to 2023 for Austin High School vs. Texas and Austin Independent School District

  5. O

    Number of Staff Trained Diversity, Equity and Anti-Racist

    • data.austintexas.gov
    • datahub.austintexas.gov
    • +1more
    csv, xlsx, xml
    Updated Jul 28, 2021
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    City of Austin, Texas - data.austintexas.gov (2021). Number of Staff Trained Diversity, Equity and Anti-Racist [Dataset]. https://data.austintexas.gov/w/i5ar-8e8t/7r79-5ncn?cur=ZlvQuUp-o2p
    Explore at:
    csv, xml, xlsxAvailable download formats
    Dataset updated
    Jul 28, 2021
    Dataset authored and provided by
    City of Austin, Texas - data.austintexas.gov
    License

    U.S. Government Workshttps://www.usa.gov/government-works
    License information was derived automatically

    Description

    A dataset with number of staff trained and type of class for the following training classes: Diversity, Equity, and Anti-Racist.

  6. a

    Austin Diversity of Building Age

    • cityscapes-projects-gisanddata.hub.arcgis.com
    Updated Mar 15, 2017
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    National Trust for Historic Preservation (2017). Austin Diversity of Building Age [Dataset]. https://cityscapes-projects-gisanddata.hub.arcgis.com/items/f8ef868a6e524e1db0d1b512ad76c16b
    Explore at:
    Dataset updated
    Mar 15, 2017
    Dataset authored and provided by
    National Trust for Historic Preservation
    Area covered
    Austin
    Description

    This dataset is used in the Atlas of ReUrbanism | Austin web application. The Atlas of ReUrbanism is an evolving and expanding tool, allowing users to explore the built environment of American cities, block by block. Using our maps, you can interact with data on your city's built assets, and click to layer demographic, economic, and environmental data from the US Census, American Community Survey, and more. The maps focus on the Character Score for buildings and blocks across 50 U.S. cities, as established in the Preservation Green Lab’s Older, Smaller, Better report. Individual building and block characteristics are also selectable and viewable.A resource on the American built environment, the Atlas of ReUrbanism is a product of the Preservation Green Lab and part of the National Trust for Historic Preservation’s ReUrbanism initiative.Learn more at atlasofreurbanism.com.

  7. p

    Trends in Diversity Score (2022-2023): Basis Austin vs. Texas vs. BASIS...

    • publicschoolreview.com
    + more versions
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    Public School Review, Trends in Diversity Score (2022-2023): Basis Austin vs. Texas vs. BASIS Texas School District [Dataset]. https://www.publicschoolreview.com/basis-austin-profile
    Explore at:
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin, Texas
    Description

    This dataset tracks annual diversity score from 2022 to 2023 for Basis Austin vs. Texas and BASIS Texas School District

  8. N

    Median Household Income by Racial Categories in Austin, IN (2021, in 2022...

    • neilsberg.com
    csv, json
    Updated Jan 3, 2024
    + more versions
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    Neilsberg Research (2024). Median Household Income by Racial Categories in Austin, IN (2021, in 2022 inflation-adjusted dollars) [Dataset]. https://www.neilsberg.com/research/datasets/34f24cb9-8904-11ee-9302-3860777c1fe6/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Jan 3, 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
    Austin
    Variables measured
    Median Household Income for Asian Population, Median Household Income for Black Population, Median Household Income for White Population, Median Household Income for Some other race Population, Median Household Income for Two or more races Population, Median Household Income for American Indian and Alaska Native Population, Median Household Income for Native Hawaiian and Other Pacific Islander Population
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates. To portray the median household income within each racial category idetified by the US Census Bureau, we conducted an initial analysis and categorization of the data. Subsequently, we adjusted these figures for inflation using the Consumer Price Index retroactive series via current methods (R-CPI-U-RS). It is important to note that the median household income estimates exclusively represent the identified racial categories and do not incorporate any ethnicity classifications. Households are categorized, and median incomes are reported based on the self-identified race of the head of the household. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents the median household income across different racial categories in Austin. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. The dataset can be utilized to gain insights into economic disparities and trends and explore the variations in median houshold income for diverse racial categories.

    Key observations

    Based on our analysis of the distribution of Austin population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 88.09% of the total residents in Austin. Notably, the median household income for White households is $27,923. Interestingly, despite the White population being the most populous, it is worth noting that Two or More Races households actually reports the highest median household income, with a median income of $49,163. This reveals that, while Whites may be the most numerous in Austin, Two or More Races households experience greater economic prosperity in terms of median household income.

    https://i.neilsberg.com/ch/austin-in-median-household-income-by-race.jpeg" alt="Austin median household income diversity across racial categories">

    Content

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

    Racial categories include:

    • White
    • Black or African American
    • American Indian and Alaska Native
    • Asian
    • Native Hawaiian and Other Pacific Islander
    • Some other race
    • Two or more races (multiracial)

    Variables / Data Columns

    • Race of the head of household: This column presents the self-identified race of the household head, encompassing all relevant racial categories (excluding ethnicity) applicable in Austin.
    • Median household income: Median household income, adjusting for inflation, presented in 2022-inflation-adjusted dollars

    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 Austin median household income by race. You can refer the same here

  9. N

    Port Austin, MI annual income distribution by work experience and gender...

    • neilsberg.com
    csv, json
    Updated Feb 27, 2025
    + more versions
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    Neilsberg Research (2025). Port Austin, MI annual income distribution by work experience and gender dataset: Number of individuals ages 15+ with income, 2023 // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/port-austin-mi-income-by-gender/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Feb 27, 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
    Port Austin, Michigan
    Variables measured
    Income for Male Population, Income for Female Population, Income for Male Population working full time, Income for Male Population working part time, Income for Female Population working full time, Income for Female Population working part time, Number of males working full time for a given income bracket, Number of males working part time for a given income bracket, Number of females working full time for a given income bracket, Number of females working part time for a given income bracket
    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 portray the number of individuals for both the genders (Male and Female), within each income bracket we conducted an initial analysis and categorization of the American Community Survey data. Households are categorized, and median incomes are reported based on the self-identified gender of the head of the household. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Port Austin. The dataset can be utilized to gain insights into gender-based income distribution within the Port Austin population, aiding in data analysis and decision-making..

    Key observations

    • Employment patterns: Within Port Austin, among individuals aged 15 years and older with income, there were 320 men and 282 women in the workforce. Among them, 81 men were engaged in full-time, year-round employment, while 98 women were in full-time, year-round roles.
    • Annual income under $24,999: Of the male population working full-time, 9.88% fell within the income range of under $24,999, while 15.31% of the female population working full-time was represented in the same income bracket.
    • Annual income above $100,000: 20.99% of men in full-time roles earned incomes exceeding $100,000, while 6.12% of women in full-time positions earned within this income bracket.
    • Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)
    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

    Income brackets:

    • $1 to $2,499 or loss
    • $2,500 to $4,999
    • $5,000 to $7,499
    • $7,500 to $9,999
    • $10,000 to $12,499
    • $12,500 to $14,999
    • $15,000 to $17,499
    • $17,500 to $19,999
    • $20,000 to $22,499
    • $22,500 to $24,999
    • $25,000 to $29,999
    • $30,000 to $34,999
    • $35,000 to $39,999
    • $40,000 to $44,999
    • $45,000 to $49,999
    • $50,000 to $54,999
    • $55,000 to $64,999
    • $65,000 to $74,999
    • $75,000 to $99,999
    • $100,000 or more

    Variables / Data Columns

    • Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
    • Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
    • Part-Time Males: The count of males employed part-time and earning within a specified income bracket
    • Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
    • Part-Time Females: The count of females employed part-time and earning within a specified income bracket

    Employment type classifications include:

    • Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
    • Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

    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 Port Austin median household income by race. You can refer the same here

  10. p

    Trends in Diversity Score (2021-2023): Austin Achieve High School vs. Texas...

    • publicschoolreview.com
    Updated Feb 9, 2025
    + more versions
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    Public School Review (2025). Trends in Diversity Score (2021-2023): Austin Achieve High School vs. Texas vs. Austin Achieve Public Schools [Dataset]. https://www.publicschoolreview.com/austin-achieve-high-school-profile
    Explore at:
    Dataset updated
    Feb 9, 2025
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin, Texas
    Description

    This dataset tracks annual diversity score from 2021 to 2023 for Austin Achieve High School vs. Texas and Austin Achieve Public Schools

  11. A

    2018 Diversity And Inclusion

    • data.amerigeoss.org
    Updated Apr 11, 2019
    + more versions
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    United States (2019). 2018 Diversity And Inclusion [Dataset]. https://data.amerigeoss.org/it/dataset/2018-diversity-and-inclusion
    Explore at:
    Dataset updated
    Apr 11, 2019
    Dataset provided by
    United States
    Description

    2018 Diversity And Inclusion

  12. p

    Trends in Diversity Score (2003-2023): Austin St Hospital vs. Texas vs....

    • publicschoolreview.com
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    Public School Review, Trends in Diversity Score (2003-2023): Austin St Hospital vs. Texas vs. Austin Independent School District [Dataset]. https://www.publicschoolreview.com/austin-st-hospital-profile
    Explore at:
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin Independent School District, Austin, Texas
    Description

    This dataset tracks annual diversity score from 2003 to 2023 for Austin St Hospital vs. Texas and Austin Independent School District

  13. N

    Austin, IN annual income distribution by work experience and gender dataset:...

    • neilsberg.com
    csv, json
    Updated Feb 27, 2025
    + more versions
    Share
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    Neilsberg Research (2025). Austin, IN annual income distribution by work experience and gender dataset: Number of individuals ages 15+ with income, 2023 // 2025 Edition [Dataset]. https://www.neilsberg.com/research/datasets/ba94bc45-f4ce-11ef-8577-3860777c1fe6/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Feb 27, 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
    Austin
    Variables measured
    Income for Male Population, Income for Female Population, Income for Male Population working full time, Income for Male Population working part time, Income for Female Population working full time, Income for Female Population working part time, Number of males working full time for a given income bracket, Number of males working part time for a given income bracket, Number of females working full time for a given income bracket, Number of females working part time for a given income bracket
    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 portray the number of individuals for both the genders (Male and Female), within each income bracket we conducted an initial analysis and categorization of the American Community Survey data. Households are categorized, and median incomes are reported based on the self-identified gender of the head of the household. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Austin. The dataset can be utilized to gain insights into gender-based income distribution within the Austin population, aiding in data analysis and decision-making..

    Key observations

    • Employment patterns: Within Austin, among individuals aged 15 years and older with income, there were 1,138 men and 1,541 women in the workforce. Among them, 562 men were engaged in full-time, year-round employment, while 571 women were in full-time, year-round roles.
    • Annual income under $24,999: Of the male population working full-time, 7.12% fell within the income range of under $24,999, while 35.20% of the female population working full-time was represented in the same income bracket.
    • Annual income above $100,000: 9.43% of men in full-time roles earned incomes exceeding $100,000, while none of women in full-time positions earned within this income bracket.
    • Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)
    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

    Income brackets:

    • $1 to $2,499 or loss
    • $2,500 to $4,999
    • $5,000 to $7,499
    • $7,500 to $9,999
    • $10,000 to $12,499
    • $12,500 to $14,999
    • $15,000 to $17,499
    • $17,500 to $19,999
    • $20,000 to $22,499
    • $22,500 to $24,999
    • $25,000 to $29,999
    • $30,000 to $34,999
    • $35,000 to $39,999
    • $40,000 to $44,999
    • $45,000 to $49,999
    • $50,000 to $54,999
    • $55,000 to $64,999
    • $65,000 to $74,999
    • $75,000 to $99,999
    • $100,000 or more

    Variables / Data Columns

    • Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
    • Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
    • Part-Time Males: The count of males employed part-time and earning within a specified income bracket
    • Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
    • Part-Time Females: The count of females employed part-time and earning within a specified income bracket

    Employment type classifications include:

    • Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
    • Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

    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 Austin median household income by race. You can refer the same here

  14. p

    Trends in Diversity Score (2007-2023): Austin Discovery School vs. Texas vs....

    • publicschoolreview.com
    Updated Feb 9, 2025
    + more versions
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    Public School Review (2025). Trends in Diversity Score (2007-2023): Austin Discovery School vs. Texas vs. Austin Discovery School District [Dataset]. https://www.publicschoolreview.com/austin-discovery-school-profile
    Explore at:
    Dataset updated
    Feb 9, 2025
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin, Texas
    Description

    This dataset tracks annual diversity score from 2007 to 2023 for Austin Discovery School vs. Texas and Austin Discovery School District

  15. p

    Trends in Diversity Score (2021-2023): Valor North Austin vs. Texas vs....

    • publicschoolreview.com
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    Public School Review, Trends in Diversity Score (2021-2023): Valor North Austin vs. Texas vs. Valor Public Schools [Dataset]. https://www.publicschoolreview.com/valor-north-austin-profile
    Explore at:
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Texas, Austin
    Description

    This dataset tracks annual diversity score from 2021 to 2023 for Valor North Austin vs. Texas and Valor Public Schools

  16. p

    Trends in Diversity Score (1996-2023): Stephen F Austin High School vs....

    • publicschoolreview.com
    Updated Nov 16, 2022
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    Public School Review (2022). Trends in Diversity Score (1996-2023): Stephen F Austin High School vs. Texas vs. Fort Bend Independent School District [Dataset]. https://www.publicschoolreview.com/stephen-f-austin-high-school-profile
    Explore at:
    Dataset updated
    Nov 16, 2022
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Fort Bend Independent School District, Fort Bend County, Texas
    Description

    This dataset tracks annual diversity score from 1996 to 2023 for Stephen F Austin High School vs. Texas and Fort Bend Independent School District

  17. d

    Diversity-stability cascade in pond plankton experiments

    • datadryad.org
    • search.dataone.org
    zip
    Updated Jul 22, 2021
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    Chase Rakowski; Caroline Farrior; Schonna Manning; Mathew Leibold (2021). Diversity-stability cascade in pond plankton experiments [Dataset]. http://doi.org/10.5061/dryad.kd51c5b67
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    zipAvailable download formats
    Dataset updated
    Jul 22, 2021
    Dataset provided by
    Dryad
    Authors
    Chase Rakowski; Caroline Farrior; Schonna Manning; Mathew Leibold
    Time period covered
    Jul 16, 2021
    Description

    We collected phytoplankton, zooplankton, Notonecta undulata adults, and Neoplea striola adults from small freshwater bodies in Austin, TX.

    For the laboratory experiment, we filled 20 microcosms with 1.5 L of a mixture of the plankton, doubling the concentration of zooplankton in 10 of the microcosms, and adding a Notonecta individual to half (5) of the microcosms with each zooplankton density. We then set up 20 smaller microcosms the same way, except with 100 mL plankton mixture and Neoplea individuals. After 5 days we filtered and preserved the zooplankton. Finally we used microscopy to identify, count, and measure the zooplankton, allowing us to estimate the biomass of each zooplankton taxon in each microcosm using length-mass regressions.

    For the field experiment, we used the same plankton to establish pond communities in 20 cattle tanks at Brackenridge Field Laboratory in Austin, TX. We added 6 Notonecta to 5 tanks, 90 Neoplea to 5 tanks, 3 Notonecta and 45 Neoplea to 5 tanks, and...

  18. N

    Austin township, Mecosta County, Michigan annual income distribution by work...

    • neilsberg.com
    csv, json
    Updated Jan 9, 2024
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    Neilsberg Research (2024). Austin township, Mecosta County, Michigan annual income distribution by work experience and gender dataset (Number of individuals ages 15+ with income, 2021) [Dataset]. https://www.neilsberg.com/research/datasets/2364254c-981b-11ee-99cf-3860777c1fe6/
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    json, csvAvailable download formats
    Dataset updated
    Jan 9, 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
    Mecosta County, Michigan, Austin Township
    Variables measured
    Income for Male Population, Income for Female Population, Income for Male Population working full time, Income for Male Population working part time, Income for Female Population working full time, Income for Female Population working part time, Number of males working full time for a given income bracket, Number of males working part time for a given income bracket, Number of females working full time for a given income bracket, Number of females working part time for a given income bracket
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates. To portray the number of individuals for both the genders (Male and Female), within each income bracket we conducted an initial analysis and categorization of the American Community Survey data. Households are categorized, and median incomes are reported based on the self-identified gender of the head of the household. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Austin township. The dataset can be utilized to gain insights into gender-based income distribution within the Austin township population, aiding in data analysis and decision-making..

    Key observations

    • Employment patterns: Within Austin township, among individuals aged 15 years and older with income, there were 493 men and 523 women in the workforce. Among them, 285 men were engaged in full-time, year-round employment, while 202 women were in full-time, year-round roles.
    • Annual income under $24,999: Of the male population working full-time, 18.25% fell within the income range of under $24,999, while 22.28% of the female population working full-time was represented in the same income bracket.
    • Annual income above $100,000: 12.63% of men in full-time roles earned incomes exceeding $100,000, while 5.94% of women in full-time positions earned within this income bracket.
    • Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)

    https://i.neilsberg.com/ch/austin-township-mecosta-county-mi-income-distribution-by-gender-and-employment-type.jpeg" alt="Austin township, Mecosta County, Michigan gender and employment-based income distribution analysis (Ages 15+)">

    Content

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

    Income brackets:

    • $1 to $2,499 or loss
    • $2,500 to $4,999
    • $5,000 to $7,499
    • $7,500 to $9,999
    • $10,000 to $12,499
    • $12,500 to $14,999
    • $15,000 to $17,499
    • $17,500 to $19,999
    • $20,000 to $22,499
    • $22,500 to $24,999
    • $25,000 to $29,999
    • $30,000 to $34,999
    • $35,000 to $39,999
    • $40,000 to $44,999
    • $45,000 to $49,999
    • $50,000 to $54,999
    • $55,000 to $64,999
    • $65,000 to $74,999
    • $75,000 to $99,999
    • $100,000 or more

    Variables / Data Columns

    • Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
    • Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
    • Part-Time Males: The count of males employed part-time and earning within a specified income bracket
    • Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
    • Part-Time Females: The count of females employed part-time and earning within a specified income bracket

    Employment type classifications include:

    • Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
    • Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

    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 Austin township median household income by gender. You can refer the same here

  19. p

    Trends in Diversity Score (1993-2023): Austin Area Learning Center vs....

    • publicschoolreview.com
    Updated Oct 26, 2025
    + more versions
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    Public School Review (2025). Trends in Diversity Score (1993-2023): Austin Area Learning Center vs. Minnesota vs. Austin Public School District [Dataset]. https://www.publicschoolreview.com/austin-area-learning-center-profile
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    Dataset updated
    Oct 26, 2025
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Austin Public School District
    Description

    This dataset tracks annual diversity score from 1993 to 2023 for Austin Area Learning Center vs. Minnesota and Austin Public School District

  20. p

    Trends in Diversity Score (1991-2023): Austin Elementary School vs. Texas...

    • publicschoolreview.com
    Updated Feb 9, 2025
    + more versions
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    Public School Review (2025). Trends in Diversity Score (1991-2023): Austin Elementary School vs. Texas vs. Dayton Independent School District [Dataset]. https://www.publicschoolreview.com/austin-elementary-school-profile/77535
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    Dataset updated
    Feb 9, 2025
    Dataset authored and provided by
    Public School Review
    License

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

    Area covered
    Texas
    Description

    This dataset tracks annual diversity score from 1991 to 2023 for Austin Elementary School vs. Texas and Dayton Independent School District

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data.austintexas.gov (2025). Austin MSA Racial and Ethnic Diversity Index [Dataset]. https://catalog.data.gov/dataset/austin-msa-racial-and-ethnic-diversity-index

Austin MSA Racial and Ethnic Diversity Index

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Dataset updated
Oct 25, 2025
Dataset provided by
data.austintexas.gov
Area covered
Austin Metropolitan Area
Description

These are the data used for the Racial and Ethnic Diversity for the Austin MSA story map. The story map was published July 2024 but displays data from 2000, 2010, and 2020. Decennial census data were used for all three years. 2000: DEC Summary File 1, P004 2010: DEC Redistricting Data (PL 94-171), P2 2020: DEC Redistricting Data (PL 94-171), P2 Geographic crosswalks were used to harmonize 2000, 2010, and 2020 geographies. Racial and Ethnic Diversity Index for the Austin MSA Storymap: https://storymaps.arcgis.com/stories/88ee265f00934af7a750b57f7faebd2c City of Austin Open Data Terms of Use – https://data.austintexas.gov/stories/s/ranj-cccq

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