10 datasets found
  1. F

    Homeownership Rate in the United States

    • fred.stlouisfed.org
    json
    Updated Apr 28, 2025
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    (2025). Homeownership Rate in the United States [Dataset]. https://fred.stlouisfed.org/series/RHORUSQ156N
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    jsonAvailable download formats
    Dataset updated
    Apr 28, 2025
    License

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

    Area covered
    United States
    Description

    Graph and download economic data for Homeownership Rate in the United States (RHORUSQ156N) from Q1 1965 to Q1 2025 about homeownership, housing, rate, and USA.

  2. e

    Help to Buy Equity Loan Scheme, by district (Total Equity Loans & Equity...

    • data.europa.eu
    • opendatacommunities.org
    • +1more
    html, unknown
    Updated May 6, 2021
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    Ministry of Housing, Communities and Local Government (2021). Help to Buy Equity Loan Scheme, by district (Total Equity Loans & Equity Loans First Time Buyers) [Dataset]. https://data.europa.eu/data/datasets/help-to-buy-equity-loan-scheme-by-district-total-equity-loans-equity-loans-first-time-buyers?locale=mt
    Explore at:
    html, unknownAvailable download formats
    Dataset updated
    May 6, 2021
    Dataset authored and provided by
    Ministry of Housing, Communities and Local Government
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This data set contains Help to Buy: Equity Loan statistics at local authority level and includes total equity loans and equity loans to first time buyers . For data released from 5 March 2015 onwards, the Homes and Community Agency (HCA) have revised the completion date for the entire Help to Buy Equity Loan time series. The HCA have stopped counting payment date (when the money out is paid out by the HCA) and now report on the expected actual completion date. It is more accurate and is closer to the live situation, especially when HCA now recognise an asset based on a completion, rather than exchange and approved claim. As a result (and due to reinstating accounts) HCA have seen movement of actual completions dates. There should not be this level of difference moving forward, it was a one off activity. The figures cover the launch of the scheme on 1 April 2013 until 30 September 2016.

    Information on the allocation of completed sales to postcode sectors is derived using the latest available information on the full postcode for each scheme, which may be subject to revision.

    For sales before 31 March 2014, properties are included under the local authority district to which they were initially allocated. In some cases, this differs from latest information, which forms the basis of the first column of local authority district figures. Figures for some local authorities may be subject to revisions later in the year.

    Although local authority information is validated against other geographic data at the time of data entry, detailed reconciliation of the data, conducted twice a year, may result in a small number of changes to these monthly releases, for example where a new development crosses a local authority boundary.

    An equity loan is Government financial assistance given to eligible applicants to purchase an eligible home through a Government equity mortgage secured on the home. The Government equity mortgage is ranked second in priority behind an owner’s main mortgage lender.

    This scheme offers up to 20 per cent of the value as Government assistance to purchasers buying a new build home. The buyer must provide a cash deposit of at least 5 per cent and a main mortgage lender must provide a loan of at least 75 per cent.

    The Government assistance to buy is made through an equity loan made by the Homes and Communities Agency (HCA) to the purchaser.

    Help to Buy equity loans are only available on new build homes and the maximum purchase price is £600,000. Equity loan assistance for purchasers is paid via house builders registered with the HCA to participate in the Help to Buy equity loan initiative. The payment is made to builders (via solicitors) at purchaser legal completion.

    The equity loan is provided without fees for the first five years of ownership.

    The property title is held by the home owner who can therefore sell their home at any time and upon sale should provide the government the value of the same equity share of the property when it is sold.

    For further information see
    Help to Buy (equity loan) scheme monthly statistics.

  3. a

    Limited Resources Sub-Index: TEPI Citywide Census Tracts

    • cotgis.hub.arcgis.com
    Updated Jul 2, 2024
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    City of Tucson (2024). Limited Resources Sub-Index: TEPI Citywide Census Tracts [Dataset]. https://cotgis.hub.arcgis.com/maps/cotgis::limited-resources-sub-index-tepi-citywide-census-tracts
    Explore at:
    Dataset updated
    Jul 2, 2024
    Dataset authored and provided by
    City of Tucson
    Area covered
    Description

    For detailed information, visit the Tucson Equity Priority Index StoryMap.Download the layer's data dictionaryNote: This layer is symbolized to display the percentile distribution of the Limited Resources Sub-Index. However, it includes all data for each indicator and sub-index within the citywide census tracts TEPI.What is the Tucson Equity Priority Index (TEPI)?The Tucson Equity Priority Index (TEPI) is a tool that describes the distribution of socially vulnerable demographics. It categorizes the dataset into 5 classes that represent the differing prioritization needs based on the presence of social vulnerability: Low (0-20), Low-Moderate (20-40), Moderate (40-60), Moderate-High (60-80) High (80-100). Each class represents 20% of the dataset’s features in order of their values. The features within the Low (0-20) classification represent the areas that, when compared to all other locations in the study area, have the lowest need for prioritization, as they tend to have less socially vulnerable demographics. The features that fall into the High (80-100) classification represent the 20% of locations in the dataset that have the greatest need for prioritization, as they tend to have the highest proportions of socially vulnerable demographics. How is social vulnerability measured?The Tucson Equity Priority Index (TEPI) examines the proportion of vulnerability per feature using 11 demographic indicators:Income Below Poverty: Households with income at or below the federal poverty level (FPL), which in 2023 was $14,500 for an individual and $30,000 for a family of fourUnemployment: Measured as the percentage of unemployed persons in the civilian labor forceHousing Cost Burdened: Homeowners who spend more than 30% of their income on housing expenses, including mortgage, maintenance, and taxesRenter Cost Burdened: Renters who spend more than 30% of their income on rentNo Health Insurance: Those without private health insurance, Medicare, Medicaid, or any other plan or programNo Vehicle Access: Households without automobile, van, or truck accessHigh School Education or Less: Those highest level of educational attainment is a High School diploma, equivalency, or lessLimited English Ability: Those whose ability to speak English is "Less Than Well."People of Color: Those who identify as anything other than Non-Hispanic White Disability: Households with one or more physical or cognitive disabilities Age: Groups that tend to have higher levels of vulnerability, including children (those below 18), and seniors (those 65 and older)An overall percentile value is calculated for each feature based on the total proportion of the above indicators in each area. How are the variables combined?These indicators are divided into two main categories that we call Thematic Indices: Economic and Personal Characteristics. The two thematic indices are further divided into five sub-indices called Tier-2 Sub-Indices. Each Tier-2 Sub-Index contains 2-3 indicators. Indicators are the datasets used to measure vulnerability within each sub-index. The variables for each feature are re-scaled using the percentile normalization method, which converts them to the same scale using values between 0 to 100. The variables are then combined first into each of the five Tier-2 Sub-Indices, then the Thematic Indices, then the overall TEPI using the mean aggregation method and equal weighting. The resulting dataset is then divided into the five classes, where:High Vulnerability (80-100%): Representing the top classification, this category includes the highest 20% of regions that are the most socially vulnerable. These areas require the most focused attention. Moderate-High Vulnerability (60-80%): This upper-middle classification includes areas with higher levels of vulnerability compared to the median. While not the highest, these areas are more vulnerable than a majority of the dataset and should be considered for targeted interventions. Moderate Vulnerability (40-60%): Representing the middle or median quintile, this category includes areas of average vulnerability. These areas may show a balanced mix of high and low vulnerability. Detailed examination of specific indicators is recommended to understand the nuanced needs of these areas. Low-Moderate Vulnerability (20-40%): Falling into the lower-middle classification, this range includes areas that are less vulnerable than most but may still exhibit certain vulnerable characteristics. These areas typically have a mix of lower and higher indicators, with the lower values predominating. Low Vulnerability (0-20%): This category represents the bottom classification, encompassing the lowest 20% of data points. Areas in this range are the least vulnerable, making them the most resilient compared to all other features in the dataset.

  4. W

    Help to Buy Equity Loan Scheme, by post code sector (Total Equity Loans).

    • cloud.csiss.gmu.edu
    • data.wu.ac.at
    html, sparql
    Updated Dec 18, 2019
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    United Kingdom (2019). Help to Buy Equity Loan Scheme, by post code sector (Total Equity Loans). [Dataset]. https://cloud.csiss.gmu.edu/uddi/dataset/help-to-buy-equity-loan-scheme-by-post-code-sector-total-equity-loans
    Explore at:
    html, sparqlAvailable download formats
    Dataset updated
    Dec 18, 2019
    Dataset provided by
    United Kingdom
    License

    http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence

    Description

    This data set contains Help to Buy: Equity Loan statistics at post code sector level. For data released from 5 March 2015 onwards, the Homes and Community Agency (HCA) have revised the completion date for the entire Help to Buy Equity Loan time series. The HCA have stopped counting payment date (when the money out is paid out by the HCA) and now report on the expected actual completion date. It is more accurate and is closer to the live situation, especially when HCA now recognise an asset based on a completion, rather than exchange and approved claim. As a result (and due to reinstating accounts) HCA have seen movement of actual completions dates. There should not be this level of difference moving forward, it was a one off activity. The figures cover the launch of the scheme on 1 April 2013 until 30 September 2016.

    Figures have been attributed to an individual constituency by reconciling data against the ONS Postcode Directory (May 2014) where possible. Figures for some constituencies may be subject to revision later in the year.

    For sales before 31 March 2014, properties are included under the local authority district to which they were initially allocated. In some cases, this differs from latest information, which forms the basis of the first column of local authority district figures. Figures for some local authorities may be subject to revisions later in the year. Although local authority information is validated against other geographic data at the time of data entry, detailed reconciliation of the data, conducted twice a year, may result in a small number of changes to these monthly releases, for example where a new development crosses a local authority boundary.

    An equity loan is Government financial assistance given to eligible applicants to purchase an eligible home through a Government equity mortgage secured on the home. The Government equity mortgage is ranked second in priority behind an owner’s main mortgage lender.

    This scheme offers up to 20 per cent of the value as Government assistance to purchasers buying a new build home. The buyer must provide a cash deposit of at least 5 per cent and a main mortgage lender must provide a loan of at least 75 per cent.

    The Government assistance to buy is made through an equity loan made by the Homes and Communities Agency (HCA) to the purchaser.

    Help to Buy equity loans are only available on new build homes and the maximum purchase price is £600,000. Equity loan assistance for purchasers is paid via house builders registered with the HCA to participate in the Help to Buy equity loan initiative. The payment is made to builders (via solicitors) at purchaser legal completion.

    The equity loan is provided without fees for the first five years of ownership.

    The property title is held by the home owner who can therefore sell their home at any time and upon sale should provide the government the value of the same equity share of the property when it is sold.

    For further information see
    Help to Buy (equity loan) scheme monthly statistics.

  5. Help to Buy Equity Loan Scheme, by district.

    • data.wu.ac.at
    html, rdf, sparql
    Updated Dec 1, 2014
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    Ministry of Housing, Communities and Local Government (2014). Help to Buy Equity Loan Scheme, by district. [Dataset]. https://data.wu.ac.at/odso/data_gov_uk/MDU5ODc4OTktODAzZS00ZWU4LTkzNGQtYmE4YzcyYzZjYTll
    Explore at:
    sparql, rdf, htmlAvailable download formats
    Dataset updated
    Dec 1, 2014
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This data set contains Help to Buy: Equity Loan statistics at local authority level.

    The figures cover the launch of the scheme on 1 April 2013 until 31 October 2014.

    Information on the allocation of completed sales to postcode sectors is derived using the latest available information on the full postcode for each scheme, which may be subject to revision. For sales before 31 March 2014, properties are included under the local authority district to which they were initially allocated. In some cases, this differs from latest information, which forms the basis of the first column of local authority district figures. Figures for some local authorities may be subject to revisions later in the year. Although local authority information is validated against other geographic data at the time of data entry, detailed reconciliation of the data, conducted twice a year, may result in a small number of changes to these monthly releases, for example where a new development crosses a local authority boundary.

    An equity loan is Government financial assistance given to eligible applicants to purchase an eligible home through a Government equity mortgage secured on the home. The Government equity mortgage is ranked second in priority behind an owner’s main mortgage lender.

    This scheme offers up to 20 per cent of the value as Government assistance to purchasers buying a new build home. The buyer must provide a cash deposit of at least 5 per cent and a main mortgage lender must provide a loan of at least 75 per cent.

    The Government assistance to buy is made through an equity loan made by the Homes and Communities Agency (HCA) to the purchaser.

    Help to Buy equity loans are only available on new build homes and the maximum purchase price is £600,000. Equity loan assistance for purchasers is paid via house builders registered with the HCA to participate in the Help to Buy equity loan initiative. The payment is made to builders (via solicitors) at purchaser legal completion.

    The equity loan is provided without fees for the first five years of ownership.

    The property title is held by the home owner who can therefore sell their home at any time and upon sale should provide the government the value of the same equity share of the property when it is sold.

    For further information see
    Help to Buy (equity loan) scheme monthly statistics.

  6. t

    Tucson Equity Priority Index (TEPI): Ward 2 Census Block Groups

    • teds.tucsonaz.gov
    Updated Feb 4, 2025
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    City of Tucson (2025). Tucson Equity Priority Index (TEPI): Ward 2 Census Block Groups [Dataset]. https://teds.tucsonaz.gov/maps/cotgis::tucson-equity-priority-index-tepi-ward-2-census-block-groups
    Explore at:
    Dataset updated
    Feb 4, 2025
    Dataset authored and provided by
    City of Tucson
    Area covered
    Description

    For detailed information, visit the Tucson Equity Priority Index StoryMap.Download the Data DictionaryWhat is the Tucson Equity Priority Index (TEPI)?The Tucson Equity Priority Index (TEPI) is a tool that describes the distribution of socially vulnerable demographics. It categorizes the dataset into 5 classes that represent the differing prioritization needs based on the presence of social vulnerability: Low (0-20), Low-Moderate (20-40), Moderate (40-60), Moderate-High (60-80) High (80-100). Each class represents 20% of the dataset’s features in order of their values. The features within the Low (0-20) classification represent the areas that, when compared to all other locations in the study area, have the lowest need for prioritization, as they tend to have less socially vulnerable demographics. The features that fall into the High (80-100) classification represent the 20% of locations in the dataset that have the greatest need for prioritization, as they tend to have the highest proportions of socially vulnerable demographics. How is social vulnerability measured?The Tucson Equity Priority Index (TEPI) examines the proportion of vulnerability per feature using 11 demographic indicators:Income Below Poverty: Households with income at or below the federal poverty level (FPL), which in 2023 was $14,500 for an individual and $30,000 for a family of fourUnemployment: Measured as the percentage of unemployed persons in the civilian labor forceHousing Cost Burdened: Homeowners who spend more than 30% of their income on housing expenses, including mortgage, maintenance, and taxesRenter Cost Burdened: Renters who spend more than 30% of their income on rentNo Health Insurance: Those without private health insurance, Medicare, Medicaid, or any other plan or programNo Vehicle Access: Households without automobile, van, or truck accessHigh School Education or Less: Those highest level of educational attainment is a High School diploma, equivalency, or lessLimited English Ability: Those whose ability to speak English is "Less Than Well."People of Color: Those who identify as anything other than Non-Hispanic White Disability: Households with one or more physical or cognitive disabilities Age: Groups that tend to have higher levels of vulnerability, including children (those below 18), and seniors (those 65 and older)An overall percentile value is calculated for each feature based on the total proportion of the above indicators in each area. How are the variables combined?These indicators are divided into two main categories that we call Thematic Indices: Economic and Personal Characteristics. The two thematic indices are further divided into five sub-indices called Tier-2 Sub-Indices. Each Tier-2 Sub-Index contains 2-3 indicators. Indicators are the datasets used to measure vulnerability within each sub-index. The variables for each feature are re-scaled using the percentile normalization method, which converts them to the same scale using values between 0 to 100. The variables are then combined first into each of the five Tier-2 Sub-Indices, then the Thematic Indices, then the overall TEPI using the mean aggregation method and equal weighting. The resulting dataset is then divided into the five classes, where:High Vulnerability (80-100%): Representing the top classification, this category includes the highest 20% of regions that are the most socially vulnerable. These areas require the most focused attention. Moderate-High Vulnerability (60-80%): This upper-middle classification includes areas with higher levels of vulnerability compared to the median. While not the highest, these areas are more vulnerable than a majority of the dataset and should be considered for targeted interventions. Moderate Vulnerability (40-60%): Representing the middle or median quintile, this category includes areas of average vulnerability. These areas may show a balanced mix of high and low vulnerability. Detailed examination of specific indicators is recommended to understand the nuanced needs of these areas. Low-Moderate Vulnerability (20-40%): Falling into the lower-middle classification, this range includes areas that are less vulnerable than most but may still exhibit certain vulnerable characteristics. These areas typically have a mix of lower and higher indicators, with the lower values predominating. Low Vulnerability (0-20%): This category represents the bottom classification, encompassing the lowest 20% of data points. Areas in this range are the least vulnerable, making them the most resilient compared to all other features in the dataset.

  7. W

    Help to Buy Equity Loan Scheme, by parliamentary constituency.

    • cloud.csiss.gmu.edu
    • data.europa.eu
    • +1more
    html, rdf, sparql
    Updated Dec 19, 2019
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    United Kingdom (2019). Help to Buy Equity Loan Scheme, by parliamentary constituency. [Dataset]. https://cloud.csiss.gmu.edu/uddi/dataset/help-to-buy-equity-loan-scheme-by-parliamentary-constituency
    Explore at:
    sparql, rdf, htmlAvailable download formats
    Dataset updated
    Dec 19, 2019
    Dataset provided by
    United Kingdom
    License

    http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence

    Description

    This data set contains Help to Buy: Equity Loan statistics at parliamentary constituency level.

    The figures cover the launch of the scheme on 1 April 2013 until 31 October 2014.

    Figures have been attributed to an individual constituency by reconciling data against the ONS Postcode Directory (May 2014) where possible. Figures for some constituencies may be subject to revision later in the year.

    . For sales before 31 March 2014, properties are included under the local authority district to which they were initially allocated. In some cases, this differs from latest information, which forms the basis of the first column of local authority district figures. Figures for some local authorities may be subject to revisions later in the year. Although local authority information is validated against other geographic data at the time of data entry, detailed reconciliation of the data, conducted twice a year, may result in a small number of changes to these monthly releases, for example where a new development crosses a local authority boundary.

    An equity loan is Government financial assistance given to eligible applicants to purchase an eligible home through a Government equity mortgage secured on the home. The Government equity mortgage is ranked second in priority behind an owner’s main mortgage lender.

    This scheme offers up to 20 per cent of the value as Government assistance to purchasers buying a new build home. The buyer must provide a cash deposit of at least 5 per cent and a main mortgage lender must provide a loan of at least 75 per cent.

    The Government assistance to buy is made through an equity loan made by the Homes and Communities Agency (HCA) to the purchaser.

    Help to Buy equity loans are only available on new build homes and the maximum purchase price is £600,000. Equity loan assistance for purchasers is paid via house builders registered with the HCA to participate in the Help to Buy equity loan initiative. The payment is made to builders (via solicitors) at purchaser legal completion.

    The equity loan is provided without fees for the first five years of ownership.

    The property title is held by the home owner who can therefore sell their home at any time and upon sale should provide the government the value of the same equity share of the property when it is sold.

    For further information see
    Help to Buy (equity loan) scheme monthly statistics.

  8. Help to Buy Equity Loan Scheme, by parliamentary constituency (Total Equity...

    • data.wu.ac.at
    • gimi9.com
    • +1more
    html, sparql
    Updated Aug 20, 2018
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    Ministry of Housing, Communities and Local Government (2018). Help to Buy Equity Loan Scheme, by parliamentary constituency (Total Equity Loans). [Dataset]. https://data.wu.ac.at/schema/data_gov_uk/ZmJmNGU1YjUtNjI1Ni00Njc4LWI4ZmQtNWFlMTQyYzQwMjgw
    Explore at:
    sparql, htmlAvailable download formats
    Dataset updated
    Aug 20, 2018
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This data set contains Help to Buy: Equity Loan statistics at parliamentary constituency level. For data released from 5 March 2015 onwards, the Homes and Community Agency (HCA) have revised the completion date for the entire Help to Buy Equity Loan time series. The HCA have stopped counting payment date (when the money out is paid out by the HCA) and now report on the expected actual completion date. It is more accurate and is closer to the live situation, especially when HCA now recognise an asset based on a completion, rather than exchange and approved claim. As a result (and due to reinstating accounts) HCA have seen movement of actual completions dates. There should not be this level of difference moving forward, it was a one off activity. The figures cover the launch of the scheme on 1 April 2013 until 30 September 2016.

    Figures have been attributed to an individual constituency by reconciling data against the ONS Postcode Directory (May 2014) where possible. Figures for some constituencies may be subject to revision later in the year.

    For sales before 31 March 2014, properties are included under the local authority district to which they were initially allocated. In some cases, this differs from latest information, which forms the basis of the first column of local authority district figures. Figures for some local authorities may be subject to revisions later in the year. Although local authority information is validated against other geographic data at the time of data entry, detailed reconciliation of the data, conducted twice a year, may result in a small number of changes to these monthly releases, for example where a new development crosses a local authority boundary.

    An equity loan is Government financial assistance given to eligible applicants to purchase an eligible home through a Government equity mortgage secured on the home. The Government equity mortgage is ranked second in priority behind an owner’s main mortgage lender.

    This scheme offers up to 20 per cent of the value as Government assistance to purchasers buying a new build home. The buyer must provide a cash deposit of at least 5 per cent and a main mortgage lender must provide a loan of at least 75 per cent.

    The Government assistance to buy is made through an equity loan made by the Homes and Communities Agency (HCA) to the purchaser.

    Help to Buy equity loans are only available on new build homes and the maximum purchase price is £600,000. Equity loan assistance for purchasers is paid via house builders registered with the HCA to participate in the Help to Buy equity loan initiative. The payment is made to builders (via solicitors) at purchaser legal completion.

    The equity loan is provided without fees for the first five years of ownership.

    The property title is held by the home owner who can therefore sell their home at any time and upon sale should provide the government the value of the same equity share of the property when it is sold.

    For further information see
    Help to Buy (equity loan) scheme monthly statistics.

  9. t

    Tucson Equity Priority Index (TEPI): Ward 4 Census Block Groups

    • teds.tucsonaz.gov
    Updated Feb 4, 2025
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    City of Tucson (2025). Tucson Equity Priority Index (TEPI): Ward 4 Census Block Groups [Dataset]. https://teds.tucsonaz.gov/maps/cotgis::tucson-equity-priority-index-tepi-ward-4-census-block-groups
    Explore at:
    Dataset updated
    Feb 4, 2025
    Dataset authored and provided by
    City of Tucson
    Area covered
    Description

    For detailed information, visit the Tucson Equity Priority Index StoryMap.Download the Data DictionaryWhat is the Tucson Equity Priority Index (TEPI)?The Tucson Equity Priority Index (TEPI) is a tool that describes the distribution of socially vulnerable demographics. It categorizes the dataset into 5 classes that represent the differing prioritization needs based on the presence of social vulnerability: Low (0-20), Low-Moderate (20-40), Moderate (40-60), Moderate-High (60-80) High (80-100). Each class represents 20% of the dataset’s features in order of their values. The features within the Low (0-20) classification represent the areas that, when compared to all other locations in the study area, have the lowest need for prioritization, as they tend to have less socially vulnerable demographics. The features that fall into the High (80-100) classification represent the 20% of locations in the dataset that have the greatest need for prioritization, as they tend to have the highest proportions of socially vulnerable demographics. How is social vulnerability measured?The Tucson Equity Priority Index (TEPI) examines the proportion of vulnerability per feature using 11 demographic indicators:Income Below Poverty: Households with income at or below the federal poverty level (FPL), which in 2023 was $14,500 for an individual and $30,000 for a family of fourUnemployment: Measured as the percentage of unemployed persons in the civilian labor forceHousing Cost Burdened: Homeowners who spend more than 30% of their income on housing expenses, including mortgage, maintenance, and taxesRenter Cost Burdened: Renters who spend more than 30% of their income on rentNo Health Insurance: Those without private health insurance, Medicare, Medicaid, or any other plan or programNo Vehicle Access: Households without automobile, van, or truck accessHigh School Education or Less: Those highest level of educational attainment is a High School diploma, equivalency, or lessLimited English Ability: Those whose ability to speak English is "Less Than Well."People of Color: Those who identify as anything other than Non-Hispanic White Disability: Households with one or more physical or cognitive disabilities Age: Groups that tend to have higher levels of vulnerability, including children (those below 18), and seniors (those 65 and older)An overall percentile value is calculated for each feature based on the total proportion of the above indicators in each area. How are the variables combined?These indicators are divided into two main categories that we call Thematic Indices: Economic and Personal Characteristics. The two thematic indices are further divided into five sub-indices called Tier-2 Sub-Indices. Each Tier-2 Sub-Index contains 2-3 indicators. Indicators are the datasets used to measure vulnerability within each sub-index. The variables for each feature are re-scaled using the percentile normalization method, which converts them to the same scale using values between 0 to 100. The variables are then combined first into each of the five Tier-2 Sub-Indices, then the Thematic Indices, then the overall TEPI using the mean aggregation method and equal weighting. The resulting dataset is then divided into the five classes, where:High Vulnerability (80-100%): Representing the top classification, this category includes the highest 20% of regions that are the most socially vulnerable. These areas require the most focused attention. Moderate-High Vulnerability (60-80%): This upper-middle classification includes areas with higher levels of vulnerability compared to the median. While not the highest, these areas are more vulnerable than a majority of the dataset and should be considered for targeted interventions. Moderate Vulnerability (40-60%): Representing the middle or median quintile, this category includes areas of average vulnerability. These areas may show a balanced mix of high and low vulnerability. Detailed examination of specific indicators is recommended to understand the nuanced needs of these areas. Low-Moderate Vulnerability (20-40%): Falling into the lower-middle classification, this range includes areas that are less vulnerable than most but may still exhibit certain vulnerable characteristics. These areas typically have a mix of lower and higher indicators, with the lower values predominating. Low Vulnerability (0-20%): This category represents the bottom classification, encompassing the lowest 20% of data points. Areas in this range are the least vulnerable, making them the most resilient compared to all other features in the dataset.

  10. t

    Tucson Equity Priority Index (TEPI): Pima County Block Groups

    • teds.tucsonaz.gov
    Updated Jul 23, 2024
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    City of Tucson (2024). Tucson Equity Priority Index (TEPI): Pima County Block Groups [Dataset]. https://teds.tucsonaz.gov/maps/cotgis::tucson-equity-priority-index-tepi-pima-county-block-groups
    Explore at:
    Dataset updated
    Jul 23, 2024
    Dataset authored and provided by
    City of Tucson
    Area covered
    Description

    For detailed information, visit the Tucson Equity Priority Index StoryMap.Download the Data DictionaryWhat is the Tucson Equity Priority Index (TEPI)?The Tucson Equity Priority Index (TEPI) is a tool that describes the distribution of socially vulnerable demographics. It categorizes the dataset into 5 classes that represent the differing prioritization needs based on the presence of social vulnerability: Low (0-20), Low-Moderate (20-40), Moderate (40-60), Moderate-High (60-80) High (80-100). Each class represents 20% of the dataset’s features in order of their values. The features within the Low (0-20) classification represent the areas that, when compared to all other locations in the study area, have the lowest need for prioritization, as they tend to have less socially vulnerable demographics. The features that fall into the High (80-100) classification represent the 20% of locations in the dataset that have the greatest need for prioritization, as they tend to have the highest proportions of socially vulnerable demographics. How is social vulnerability measured?The Tucson Equity Priority Index (TEPI) examines the proportion of vulnerability per feature using 11 demographic indicators:Income Below Poverty: Households with income at or below the federal poverty level (FPL), which in 2023 was $14,500 for an individual and $30,000 for a family of fourUnemployment: Measured as the percentage of unemployed persons in the civilian labor forceHousing Cost Burdened: Homeowners who spend more than 30% of their income on housing expenses, including mortgage, maintenance, and taxesRenter Cost Burdened: Renters who spend more than 30% of their income on rentNo Health Insurance: Those without private health insurance, Medicare, Medicaid, or any other plan or programNo Vehicle Access: Households without automobile, van, or truck accessHigh School Education or Less: Those highest level of educational attainment is a High School diploma, equivalency, or lessLimited English Ability: Those whose ability to speak English is "Less Than Well."People of Color: Those who identify as anything other than Non-Hispanic White Disability: Households with one or more physical or cognitive disabilities Age: Groups that tend to have higher levels of vulnerability, including children (those below 18), and seniors (those 65 and older)An overall percentile value is calculated for each feature based on the total proportion of the above indicators in each area. How are the variables combined?These indicators are divided into two main categories that we call Thematic Indices: Economic and Personal Characteristics. The two thematic indices are further divided into five sub-indices called Tier-2 Sub-Indices. Each Tier-2 Sub-Index contains 2-3 indicators. Indicators are the datasets used to measure vulnerability within each sub-index. The variables for each feature are re-scaled using the percentile normalization method, which converts them to the same scale using values between 0 to 100. The variables are then combined first into each of the five Tier-2 Sub-Indices, then the Thematic Indices, then the overall TEPI using the mean aggregation method and equal weighting. The resulting dataset is then divided into the five classes, where:High Vulnerability (80-100%): Representing the top classification, this category includes the highest 20% of regions that are the most socially vulnerable. These areas require the most focused attention. Moderate-High Vulnerability (60-80%): This upper-middle classification includes areas with higher levels of vulnerability compared to the median. While not the highest, these areas are more vulnerable than a majority of the dataset and should be considered for targeted interventions. Moderate Vulnerability (40-60%): Representing the middle or median quintile, this category includes areas of average vulnerability. These areas may show a balanced mix of high and low vulnerability. Detailed examination of specific indicators is recommended to understand the nuanced needs of these areas. Low-Moderate Vulnerability (20-40%): Falling into the lower-middle classification, this range includes areas that are less vulnerable than most but may still exhibit certain vulnerable characteristics. These areas typically have a mix of lower and higher indicators, with the lower values predominating. Low Vulnerability (0-20%): This category represents the bottom classification, encompassing the lowest 20% of data points. Areas in this range are the least vulnerable, making them the most resilient compared to all other features in the dataset.

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(2025). Homeownership Rate in the United States [Dataset]. https://fred.stlouisfed.org/series/RHORUSQ156N

Homeownership Rate in the United States

RHORUSQ156N

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65 scholarly articles cite this dataset (View in Google Scholar)
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Dataset updated
Apr 28, 2025
License

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

Area covered
United States
Description

Graph and download economic data for Homeownership Rate in the United States (RHORUSQ156N) from Q1 1965 to Q1 2025 about homeownership, housing, rate, and USA.

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