About this dataset

Context

The dataset tabulates the population of Nashville by gender across 18 age groups. It lists the male and female population in each age group along with the gender ratio for Nashville. The dataset can be utilized to understand the population distribution of Nashville by gender and age. For example, using this dataset, we can identify the largest age group for both Men and Women in Nashville. Additionally, it can be used to see how the gender ratio changes from birth to senior most age group and male to female ratio across each age group for Nashville.

Key observations

Largest age group (population): Male # 40-44 years (64) | Female # 60-64 years (145). Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Age groups:

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

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis.

Variables / Data Columns

• Age Group: This column displays the age group for the Nashville population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Nashville is shown in the following column.
• Population (Female): The female population in the Nashville is shown in the following column.
• Gender Ratio: Also known as the sex ratio, this column displays the number of males per 100 females in Nashville for each age group.

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 Nashville Population by Gender. You can refer the same here

Comprehensive demographic dataset for Nashville, TN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

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About this dataset

Context

The dataset tabulates the population of Nashville by gender across 18 age groups. It lists the male and female population in each age group along with the gender ratio for Nashville. The dataset can be utilized to understand the population distribution of Nashville by gender and age. For example, using this dataset, we can identify the largest age group for both Men and Women in Nashville. Additionally, it can be used to see how the gender ratio changes from birth to senior most age group and male to female ratio across each age group for Nashville.

Key observations

Largest age group (population): Male # 25-29 years (275) | Female # 0-4 years (372). Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Age groups:

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

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis.

Variables / Data Columns

• Age Group: This column displays the age group for the Nashville population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Nashville is shown in the following column.
• Population (Female): The female population in the Nashville is shown in the following column.
• Gender Ratio: Also known as the sex ratio, this column displays the number of males per 100 females in Nashville for each age group.

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 Nashville Population by Gender. You can refer the same here

Dataset

This dataset was created by Hung Wen Chen

Released under Apache 2.0

Contents

Historical dataset of population level and growth rate for the Nashville metro area from 1950 to 2025.

📕 The Dataset

This dataset provides a comprehensive record of 216,000+ traffic accidents reported in Nashville, Tennessee, between January 2018 and early April 2025. It is for traffic analysts, public safety researchers, and data scientists seeking to understand patterns, risk factors, and trends in vehicular incidents across time, location, and conditions.

📝 Column Descriptions

• Accident Number: Unique numeric ID assigned to each accident report.

Example: 2,008,473,471

• Date and Time: The exact date and time the accident occurred (format: MM/DD/YYYY HH:MM:SS AM/PM).

Example: 7/14/2018, 6:00 PM

• Number of Motor Vehicles: Number of motor vehicles involved in the accident.

Example: 2

• Number of Injuries: Total number of people injured during the accident.

Example: 2

• Number of Fatalities: Total number of deaths resulting from the accident.

Example: 0

• Property Damage: Indicates if property damage occurred.

Example: Y

• Hit and Run: Whether the accident was a hit-and-run.

Example: N

• Collision Type Description: Text description of the type of collision.

Example: HEAD-ON

• Weather Description: Weather condition at the time of the accident.

Example: RAIN

• Illumination Description: Describes lighting conditions during the accident.

Example: DAYLIGHT

• Street Address: Street name or location where the accident took place.

Example: 28TH AVE N & JEFFERSON ST

• City: City in which the accident occurred.

Example: ANTIOCH

• State: State where the accident occurred

Example: TN

• Precinct: Police precinct responsible for handling the accident report.

Example: NORTH

• Lat: Latitude coordinate of the accident location.

Example: 36.168

• Long: Longitude coordinate of the accident location.

Example: -86.821

• HarmfulCodes: Coded representation of harmful events or objects involved.

Example: 12;39

• HarmfulDescriptions: Text description of the harmful event from the accident.

Example: GUARDRAIL FACE

• ObjectId: Internal GIS or system-generated identifier (matches row index).

Example: 1,2,3,4,5,6,7,8,9,ect

• Zip Code: ZIP code of the accident location.

Example: 37208

• RPA: Likely a reporting or administrative code used internally.

Example: 4525

• Weather: Numerical weather condition code.

Example: 21

• IlluACCIDEmination: Numerical lighting condition code.

Example: 3

• Collision Type: Numeric collision type code.

Example: 11

• Reporting Officer: Officer badge or ID number who filed the report.

Example: 225845

• x: X-coordinate in projected spatial system (used for GIS mapping).

Example: -9664842.682

• y: Y-coordinate in projected spatial system (used for GIS mapping).

Example: 4323742.127

Comprehensive demographic dataset for Lockeland Springs, Nashville, TN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

Context

This is home value data for the hot Nashville market.

Content

There are 56,000+ rows altogether. However, I'm missing home detail data for about half. So if anyone wants to track that down then go for it! I'll be looking in the mean time. Enjoy.

Will add the Python file that retrieved this data once I clean it up.

Shameless plug:

visit this link for my latest project, a SQL magic function for IPython Notebook.

Comprehensive demographic dataset for Stardust Acres, Nashville, TN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

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Comprehensive demographic dataset for Highland Heights, Nashville, TN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

Nashville, TN has grown exponentially over the past decade. This has not only caused issues with housing, but also with traffic. Many residents have spoken anecdotally about the deteriorating traffic situation, but the best way to determine the extent of the problem is to look at the raw data. Due to the poor state of the public transit system in the city, motor vehicles are necessary for getting around the city, so therefore it is important to monitor the level of safety on Nashville's roads, where there are trouble spots, and what factors have improved safety over the years.

About this dataset

Context

The dataset tabulates the population of Nashville by gender, including both male and female populations. This dataset can be utilized to understand the population distribution of Nashville across both sexes and to determine which sex constitutes the majority.

Key observations

There is a majority of female population, with 58.45% of total population being female. Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis. No further analysis is done on the data reported from the Census Bureau.

Variables / Data Columns

• Gender: This column displays the Gender (Male / Female)
• Population: The population of the gender in the Nashville is shown in this column.
• % of Total Population: This column displays the percentage distribution of each gender as a proportion of Nashville total population. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

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

Custom data

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

Inspiration

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

Recommended for further research

This dataset is a part of the main dataset for Nashville Population by Race & Ethnicity. You can refer the same here

Comprehensive demographic dataset for Midtown - Vanderbilt University, Nashville, TN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Nashville State Community College Police Department (University or College) in Tennessee, including incidents, statistics, demographics, and detailed incident information.

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