This annual study provides selected income and tax items classified by State, ZIP Code, and the size of adjusted gross income. These data include the number of returns, which approximates the number of households; the number of personal exemptions, which approximates the population; adjusted gross income; wages and salaries; dividends before exclusion; and interest received. Data are based who reported on U.S. Individual Income Tax Returns (Forms 1040) filed with the IRS. SOI collects these data as part of its Individual Income Tax Return (Form 1040) Statistics program, Data by Geographic Areas, ZIP Code Data.

IRS US Income Data by Zip Code

Number of Returns, Adjusted Gross Income, Total Income, and Taxable Income

By Jon Loyens [source]

About this dataset

This dataset provides a unique insight into the US income patterns in 2013, by zip code. With this data, you can explore how taxes and adjusted gross income (AGI) vary according to geographic area. The data includes total and average incomes reported, number of returns filed in each ZIP code and taxable incomes reported. This dataset is ideal for studying how economic trends have shifted geographically over time or examining regional economic disparities within the US. In addition, this dataset has been cleansed from data removed from items such as ZIP codes with fewer than 100 returns or those identified as a single building or nonresidential ZIP codes that were categorized as “other” (99999) by the IRS. Finally, dollar amounts for all variables are in thousands for better accuracy

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Research Ideas

• Using this dataset to identify potential locations for commercial developments by maping taxable incomes, total income amounts, and average incomes in different zip codes.
• Comparing the number of returns with total income, taxes payable, and income variance between different zip codes to gain insights into areas with higher financial prosperity or disparities between zip codes due to wider economic trends.
• Analyzing average adjusted gross incomes on a state-by-state basis to identify states where high net worth citizens or individuals earning high wages live in order to target marketing campaigns or develop high-end service offerings

Acknowledgements

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

License

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

Columns

File: IRSIncomeByZipCode.csv | Column name | Description | |:------------------------------------------|:-------------------------------------------------------------------------------------| | STATE | The two-letter abbreviation for the state in which the zip code is located. (String) | | ZIPCODE | The five-digit US zip code. (Integer) | | Number of returns | The total number of tax returns filed in the zip code. (Integer) | | Adjusted gross income (AGI) | The total amount of adjusted gross income reported in the zip code. (Integer) | | Avg AGI | The average amount of adjusted gross income reported in the zip code. (Integer) | | Number of returns with total income | The total number of returns with total income reported in the zip code. (Integer) | | Total income amount | The total amount of income reported in the zip code. (Integer) | | Avg total income | The average amount of total income reported in the zip code. (Integer) | | Number of returns with taxable income | The total number of returns with taxable income reported in the zip code. (Integer) | | Taxable income amount | The total amount of taxable income reported in the zip code. (Integer) | | Avg taxable income | The average amount of taxable income reported in the zip code. (Integer) |

File: IRSIncomeByZipCode_NoStateTotalsNoSmallZips.csv | Column name | Description | |:------------------------------------------|:-------------------------------------------------------------------------------------| | STATE | The two-letter abb...

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All attributes are available at all geography levels: country, state, county, tract, block group, ZIP code, place, county subdivision, congressional district, core-based statistical area (CBSA), and designated market area (DMA).

There are over 2,100 attributes in categories such as: population, households, race and ethnicity, educational attainment, marital status, employment by industry and occupation, income, net worth, housing and home value, number of businesses and employees, sales, and many others. Key attributes from the 2010 Census such as population, are presented for reference. Some attributes such as population, income, and home value, are also projected five years to 2021.

Esri offers Updated Demographics for 2019 and 2024 and Tapestry Segmentation for 2019. Esri provides Census Data for geographies not supplied by the Census Bureau including ZIP Codes and DMAs.

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Disposable Income USA is available at 5-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income United Kingdom is available at Postal Code Sector level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income Denmark is available at 4-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

This dataset contain information from IRS 990 series forms for 2020. Tax-exempt organizations, nonexempt charitable trusts, and section 527 political organizations file Form 990 to provide the IRS with the information required by section 6033.

Column description

• ein : Employer Identification Number
• business_name_control : Business name
• business_name_ln1 : Business name line 1
• business_name_ln2 : Business name line 2
• zip_code: ZIP code
• address : Address
• city : City
• state : State abbreviation code
• principal_officer : Name of Principal Officer
• gross_receipts : Gross receipts
• 501c3_org : Indicates a 501(c)(3) organization
• website : Website address
• website_ez : Website address in 990 EZ Form
• org_type_corporation : Type of organization - corporation
• org_type_corporation_ez : Type of organization - corporation in 990 EZ Form
• org_type_trust : Type of organization - trust
• org_type_trust_ez : Type of organization - trust in 990 EZ Form
• org_type_association : Type of organization - association
• org_type_association_ez : Type of organization - association in 990 EZ Form
• org_type_other : Type of organization - other
• org_type_other_ez : Type of organization - other in 990 EZ Form
• org_type_other_description : Type of organization - other, description
• formation_year : Formation year
• legal_domicile_state : Legal domicile state
• activity_or_mission_description : Activity or mission description
• num_voting_members_governing_body : Number of voting members of the governing body
• num_independent_voting_members : Number of independent voting members of the governing body
• total_num_employees : Total number of individuals employed in calendar year 2020
• total_num_volunteers : Total number of volunteers
• total_unrelated_business_income : Total unrelated business income
• net_unrelated_business_taxable_income : Net unrelated business taxable income
• contribution_grants_py : Contributions and grants (revenue) - prior year
• contribution_grants_cy : Contributions and grants (revenue) - current year
• program_service_revenue_py : Program service revenue - prior year
• program_service_revenue_cy : Program service revenue - current year
• investment_income_py : Investment Income Amount - prior year
• investment_income_cy : Investment Income Amount - current year
• other_revenue_py : Other Revenue Amount - prior year
• other_revenue_cy : Other Revenue Amount - current year
• total_revenue_py : Total Revenue Amount - prior year
• total_revenue_cy : Total Revenue Amount - current year
• grants_and_similar_amounts_paid_py : Grants and similar amounts - prior year
• grants_and_similar_amounts_paid_cy : Grants and similar amounts - current year
• benefits_paid_to_members_py : Benefits paid to members - prior year
• benefits_paid_to_members_cy : Benefits paid to members - current year
• salaries_compensations_emp_benefits_paid_py : Salaries, compensations, employee benefits paid prior year
• salaries_compensations_emp_benefits_paid_cy : Salaries, compensations, employee benefits paid current year
• total_professional_fundraising_expense_py : Total professional fundraising expense - prior year
• total_professional_fundraising_expense_cy : Total professional fundraising expense - current year
• total_fundrasing_expense_cy : Description: Total fundraising expense - current year
• other_expenses_py : Other expenses - prior year
• other_expenses_cy : Other expenses - current year
• total_expenses_py : Total Expenses - prior year
• total_expenses_cy : Total Expenses - current year
• revenue_less_expenses_py : Revenues less expenses - prior year
• revenue_less_expenses_cy : Revenues less expenses - current year
• total_assests_boy : Total Assets, Beginning of the year amount
• total_assests_eoy : Total Assets, End of the year amount
• total_liabilities_boy : Total Liabilities, Beginning of the year amount
• total_liabilities_eoy : Total Liabilities, End of the year amount
• net_assets_fund_balances_boy : Net Assets or Fund Balances, Beginning of the year amount
• net_assets_fund_balances_eoy : Net Assets or Fund Balances, End of the year amount
• mission_description : Mission Description
• significant_new_program_services : Did the organization undertake any significant program services during the year which were not listed on the prior Form 990 or 990-EZ?
• significant_change_program_services : Did the organization cease conducting, or make significant changes in how it conducts, any program services?
• program_expense_amount : Program Expenses Amount
• program_grant_amount : Program Grants Amount
• program_revenue_amount : Program Revenue Amount
• other_program_services_description : Other program services description
• total_program_service_expenses : ...

Disposable Income Spain is available at 5-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income Romania is available at 4-6 digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income Turkiye is available at 5-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

A distinction is made between the level of abstraction for:

• Autonomous systems;
• Continents;
• Countries;
• Regions;
• Cities;
• ZIP codes;
• Time zones;

Data is provided in CSV and JSON formats.

Filename format.

edition.[value-edition].[value-label].[value-type].[value-format]

possible [value-edition] content: - integer from 1..

possible [value-label] content: - as; - continent; - countrycode; - regionname; - cityname; - zipcode; - timezone;

possible [value-type] content: - global_ranks; - local_ranks;

possible [value-format] content: - csv; - json;

Example names:

• edition.1.as.global_ranks.csv;
• edition.1.as.global_ranks.json;

Disposable Income Japan is available at 7-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income South Korea is available at 5-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.

Disposable Income Cyprus is available at 4-digit postal code level and refers to an individual or household's net income once taxes and other employer deductions are taken into account. In other words, it is the amount of money an individual has for spending on essential and non-essential goods and services.