The "Famous Birthdays" Kaggle notebook is a comprehensive dataset comprising the birthdays of 4,700 well-known individuals. The dataset provides insightful information about these celebrities, including their names, the number of articles written about them, their birth dates, and their zodiac signs. The columns included in this dataset are:

• Name: The full name of the famous person.
• Lastname: The last name of the individual.
• Firstname: The first name of the individual.
• ArticleNum: unknown column
• BirthDate: The full birth date of the individual.
• BirthMonth: The month in which the person was born.
• BirthDay: The specific day of the month on which the person was born.
• Zodiac: The zodiac sign corresponding to the birth date of the individual.

This notebook serves as a valuable resource for analyzing patterns and trends among famous personalities based on their birth information. For instance, users can explore which zodiac signs are most common among celebrities or identify any seasonal trends in birth dates.

Acknowlegement

Foto von Adi Goldstein auf Unsplash

🎯 Accurate Birth Date & Location of 15,000 Famous People from Earth 🌍

Accurate timezone (with DST correction) Rodden AA Rating (from birth certificate or birth record) Includes Politicians, Doctors, Authors, Singers, Actors, etc..

  📜 About

This dataset was created for research into validating principles of Vedic astrology. Each birth date, location, and time zone was meticulously verified using reliable, paid API services. It is made available for FREE to support the… See the full description on the dataset page: https://huggingface.co/datasets/vedastro-org/15000-Famous-People-Birth-Date-Location.

Number and percentage of live births, by month of birth, 1991 to most recent year.

The total number of live births fluctuated over the past 23 years in Denmark. It was at its lowest in 2013, when it was below 56,000. In 2023, 57,500 babies were born in Denmark. The previous year, there was a higher number of boys than girls born, reaching a number of roughly 30,000. The number of live female births reached 28,000.

 Age of women giving birth  The average age of Danish women giving birth increased slightly over the past decade, from 30.9 years to 31.4 years in 2022. It is due to many women focusing on taking higher education and building a successful career before becoming mothers. However, mothers can take paid leave to care for their baby without having to quit their job in Denmark.

Number of deaths

Since 2014, the number of deaths in Denmark increased, reaching 59,000 in 2022, which was higher than the number of births that year. Cancerous tumors was the most common cause of death.

While the standard image of the nuclear family with two parents and 2.5 children has persisted in the American imagination, the number of births in the U.S. has steadily been decreasing since 1990, with about 3.6 million babies born in 2023. In 1990, this figure was 4.16 million. Birth and replacement rates A country’s birth rate is defined as the number of live births per 1,000 inhabitants, and it is this particularly important number that has been decreasing over the past few decades. The declining birth rate is not solely an American problem, with EU member states showing comparable rates to the U.S. Additionally, each country has what is called a “replacement rate.” The replacement rate is the rate of fertility needed to keep a population stable when compared with the death rate. In the U.S., the fertility rate needed to keep the population stable is around 2.1 children per woman, but this figure was at 1.67 in 2022. Falling birth rates Currently, there is much discussion as to what exactly is causing the birth rate to decrease in the United States. There seem to be several factors in play, including longer life expectancies, financial concerns (such as the economic crisis of 2008), and an increased focus on careers, all of which are causing people to wait longer to start a family. How international governments will handle falling populations remains to be seen, but what is clear is that the declining birth rate is a multifaceted problem without an easy solution.

The graph illustrates the number of babies born in the United States from 1995 to 2025. The x-axis represents the years, labeled from '95 to '25, while the y-axis shows the annual number of births. Over this 30-year period, birth numbers peaked at 4,316,233 in 2007 and reached a low of 3,596,017 in 2023. The data reveals relatively stable birth rates from 1995 to 2010, with slight fluctuations, followed by a gradual decline starting around 2017. The information is presented in a line graph format, effectively highlighting the long-term downward trend in U.S. birth numbers over the specified timeframe.

United States Employment: Foreign Born data was reported at 31,815.000 Person th in Apr 2025. This records a decrease from the previous number of 32,225.000 Person th for Mar 2025. United States Employment: Foreign Born data is updated monthly, averaging 25,058.500 Person th from Jan 2007 (Median) to Apr 2025, with 220 observations. The data reached an all-time high of 32,225.000 Person th in Mar 2025 and a record low of 20,976.000 Person th in Feb 2009. United States Employment: Foreign Born data remains active status in CEIC and is reported by U.S. Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G: Current Population Survey: Employment.

The number of people living on French territory who were born abroad has increased steadily since 2010. That year, the number of people born outside France was approximately *** million. The 2015 refugee crisis did not change the curve, with the number of people born abroad increasing linearly over the years throughout the decade of 2010. In 2023, this number was **** million.

This dataset contains counts of live births for California counties based on information entered on birth certificates. Final counts are derived from static data and include out of state births to California residents, whereas provisional counts are derived from incomplete and dynamic data. Provisional counts are based on the records available when the data was retrieved and may not represent all births that occurred during the time period.

The final data tables include both births that occurred in California regardless of the place of residence (by occurrence) and births to California residents (by residence), whereas the provisional data table only includes births that occurred in California regardless of the place of residence (by occurrence). The data are reported as totals, as well as stratified by parent giving birth's age, parent giving birth's race-ethnicity, and birth place type. See temporal coverage for more information on which strata are available for which years.

The 100 most frequently chosen first names among children born in the previous year

SELECTED SOCIAL CHARACTERISTICS IN THE UNITED STATES PLACE OF BIRTH - DP02 Universe - Total population Survey-Program - American Community Survey 5-year estimates Years - 2020, 2021, 2022 People not reporting a place of birth were assigned the state or country of birth of another family member, or were allocated the response of another individual with similar characteristics. People born outside the United States were asked to report their place of birth according to current international boundaries. Since numerous changes in boundaries of foreign countries have occurred in the last century, some people may have reported their place of birth in terms of boundaries that existed at the time of their birth or emigration, or in accordance with their own national preference.

In 2021 there were approximately 10.5 live births per 1,000 population in England, the second-lowest birth rate since 1971, when the crude birth rate was 15.9 births per 1,000 people.

According to the most recent data, more people died in Spain than were born in 2024, with figures reaching over 439,000 deaths versus 322,034 newborns. From 2006 to 2024, 2008 ranked as the year in which the largest number of children were born, with figures reaching over half a million newborns. The depopulation of a country The population of Spain declined for many years, a negative trend reverted from 2016 onwards, and was projected to grow by nearly two million by 2029 compared to 2024. Despite this expected increase, Spain has one of the lowest fertility rate in the European Union, with barely 1.29 children per woman according to the latest reports. During the last years, the country featured a continuous population density of approximately 94 inhabitants per square kilometer – a figure far from the European average, which stood nearly at nearly 112 inhabitants per square kilometer in 2021. Migration inflow: an essential role in the Spanish population growth One of the key points to balance out the population trend in Spain is immigration – Spain’s immigration figures finally started to pick up in 2015 after a downward trend that presumably initiated after the 2008 financial crisis, which left Spain with one of the highest unemployment rates in Europe.

This dataset describes birth outcomes (weight, gestational age, sex assigned at birth, presence of birth defects, etc.) and parental factors (age, address, health status, etc.) for people born in North Carolina between 2003 and 2015. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: Data come from the North Carolina Birth Defects Monitoring Program. These data are not publicly available, but more information can be obtained at https://schs.dph.ncdhhs.gov/units/bdmp/ (accessed 11/9/2021). Format: Data are stored as csv files and contain information on birth records in North Carolina from 2003 to 2015, including addresses of parents and medical information on parents and neonates.

This dataset is associated with the following publication: Slawsky, E., A. Weaver, T. Luben, and K. Rappazzo. A Cross-sectional Study of Brownfields and Birth Defects. Birth Defects Research. John Wiley & Sons, Inc., Hoboken, NJ, USA, 114(5-6): 197-207, (2022).

About this dataset

This dataset contains US baby names from the Social Security Administration dating back to 1879. With over 150 years of data, this is one of the most comprehensive datasets on baby names in the US. The data includes the name, year of birth, sex, and number of babies with that name for each year. This dataset is a great resource for anyone interested in studying baby naming trends over time

How to use the dataset

How to use the US Baby Names by Year of Birth dataset:

This dataset is a compilation of over 140 years of data from the Social Security Administration. It includes data on baby names, year of birth, and sex. There are also columns for the number of babies with that name born in that year.

This dataset can be used to track changes in baby naming trends over time, or to study how popular names have changed in popularity. It can also be used to study how naming trends differ between sexes, or between different years

Research Ideas

This dataset could be used for a number of things, including: 1. Determining baby name trends over time 2. Finding out what the most popular baby names are in the US 3. Analyzing how baby name popularity has changed over the years

Columns

• index: the index of the dataframe
• YearOfBirth: the year in which the baby was born
• Name: the name of the baby
• Sex: the sex of the baby
• Number: the number of babies with that name and sex

Acknowledgements

If you use this dataset in your research, please credit @nickgott, @rflprr and the Social Security Administration via Data.gov

Data Source

This questionnaire correspond to one of the research phases of the European project "Colourful Childhoods. Empowering LGBTIQ children in vulnerable contexts to combat violence across Europe”. The purpose of this survey is to know about the knowledge, beliefs, experiences and resilience processes of LGBTIQ youth people born between 2005-2007. The survey was conducted in 6 European countries (Bulgaria, Hungary, Italy, Lithuania, Portugal and Spain). The questionnaire includes sociodemographic data of the participants and closed questions (dichotomous, multiple choice and Likert scale)

Dataset

This dataset was created by smitop

Released under CC0: Public Domain

Contents

United States Employment: Native Born data was reported at 132,228.000 Person th in Apr 2025. This records an increase from the previous number of 131,186.000 Person th for Mar 2025. United States Employment: Native Born data is updated monthly, averaging 124,076.500 Person th from Jan 2007 (Median) to Apr 2025, with 220 observations. The data reached an all-time high of 132,254.000 Person th in Jul 2023 and a record low of 111,365.000 Person th in Apr 2020. United States Employment: Native Born data remains active status in CEIC and is reported by U.S. Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G: Current Population Survey: Employment.

This data collection supplies standard monthly labor force data for the week prior to the survey. Comprehensive information is given on the employment status, occupation, and industry of persons 14 years old and older. Additional data are available concerning weeks worked and hours per week worked, reason not working full-time, total income and income components, and residence. For this supplement, a battery of questions was asked of women 15-54 years old to obtain information on their childbirth history. Data include the total number of children born, date of birth of the most recent child(ren), and date of the first marriage. Women 18-44 years old were also asked about the number of additional children they expected to have. Information on demographic characteristics, such as age, sex, race, marital status, veteran status, household relationship, educational background, and Hispanic origin, is available for each person in the household enumerated.

United States US: Birth Rate: Crude: per 1000 People data was reported at 12.400 Ratio in 2016. This stayed constant from the previous number of 12.400 Ratio for 2015. United States US: Birth Rate: Crude: per 1000 People data is updated yearly, averaging 15.100 Ratio from Dec 1960 (Median) to 2016, with 57 observations. The data reached an all-time high of 23.700 Ratio in 1960 and a record low of 12.400 Ratio in 2016. United States US: Birth Rate: Crude: per 1000 People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s United States – Table US.World Bank.WDI: Population and Urbanization Statistics. Crude birth rate indicates the number of live births occurring during the year, per 1,000 population estimated at midyear. Subtracting the crude death rate from the crude birth rate provides the rate of natural increase, which is equal to the rate of population change in the absence of migration.; ; (1) United Nations Population Division. World Population Prospects: 2017 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Reprot (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme.; Weighted average;