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Social Security Baby Names Data
Data Science and Analytics
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About
This dataset provides insights into the popularity and trends of baby names across the United States. Sourced from the US Social Security Website, it offers a valuable resource for researchers and enthusiasts to explore naming patterns over time. The data aims to make a vast collection of names available, facilitating studies into cultural and demographic shifts as reflected in name choices.
Columns
- Name: The given name of the baby. This column contains over 100,000 unique names.
- Sex: Indicates the sex associated with the name, typically Male or Female.
- Count: Represents the total number of babies given a particular name in a specific year and geographic area. Counts range from 5 up to nearly 100,000.
- Year: The year of birth for which the name count is recorded. This spans a considerable period from 1880 to 2021.
Distribution
The dataset is primarily available in CSV format, with the main
names.csv file being approximately 34.68 MB. The information is also organised into national, state-specific, and territory-specific collections, provided in zipped files that include a readme for detailed format descriptions. While specific total row counts are not provided for all files, the main dataset includes over 2 million valid entries across its four columns.Usage
This dataset is ideal for:
- Time Series Analysis: Tracking the rise and fall of name popularity over decades.
- Popular Culture Studies: Investigating cultural influences on name trends.
- Demographic Research: Understanding naming conventions within different US states and nationally.
- Historical Analysis: Exploring societal changes through naming patterns from the late 19th century to the present.
Coverage
The data covers baby names within the United States, provided on both a national and state-specific basis, with additional territory-specific data. The time range for the records is extensive, from 1880 to 2021. To protect individual privacy, names with fewer than five occurrences in any given geographic area are excluded from the files. The dataset includes names for both male and female babies.
License
CC0: Public Domain
Who Can Use It
This dataset is particularly useful for:
- Researchers: Those studying naming trends, linguistics, sociology, or historical demographics.
- Data Analysts: Professionals performing time series analysis or exploring public data.
- Genealogists: Individuals interested in the history and prevalence of names within their family lines.
- Government Bodies: For statistical analysis and public information.
- Enthusiasts: Anyone curious about the evolution of baby names in the US.
Dataset Name Suggestions
- US Baby Name Popularity Trends
- Historical American Baby Names by State
- Social Security Baby Names Data
- United States Birth Name Records
Attributes
Original Data Source: Social Security Baby Names Data
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