Context

The Sims series has been around for over 20 years. Sims 4 is the latest iteration of the series and has been around since 2014. Since Sims 4 hasn't been met with uniform high praise, many fans have compared it to previous versions of the Sims especially Sims 2 and Sims 3. Many have discussed what was available and gameplay interactions in Sims 2 and Sims 3. This is why there is information about Sims 3 included in the dataset.

Sims 4 has had quite a bit of controversy from its dedicated fans about paid-content add-ons that range from 5 USD to 40 USD. Much of the downloadable content (DLC) has been reviewed or discussed in the Sims community across the internet.

Let's take a look at what is available in the DLC's available.

Updates

Planning monthly updates and to update when there are additional announcements about the Sims 4. Currently, patch data is not available in this dataset, nor is there much information about Sims 3 and Sims 4 Bundles. These will be updated.

Content

Collected information about the Sims 4 with its iterations and add-ons. Sims 4 Individual Packs follows the available Sims 4 pieces available on Origin - the official EA place to play the Sims 4. So far there are numerous add-ons and they continue to be released despite the Sims 4 coming out in 2014. (Official US PC release date is September 2, 2014)

Release time is available for some DLC because of current anticipated releases or DLC already released.

This data was collected from many sources including Origin, EA, Steam, SimsCommunity.info, SimsVIP, Carl's Sims 4 Guide, Sims.fandom.com, MetaCritic, Amazon, and more. This initial upload has some information about each available purchase of the Sims 4 and DLC including Release Date, Price, and some ratings.

** V1 Update: ** Included Sims 3 Data under Individual Packs for Title, Release Date, Steam Rating, and Price. Information will need to be moved around, but data is still useable. Information collected from Origin, Steam, and Sims.fandom.com .

Acknowledgements

Shoutout to all the dedicated Simmers who paid over $900 USD to play the Sims 4 with every add-on and DLC. Also to those who just play with custom content (like myself).

Carl's Sims 4 Guides are a great place to get an understanding of the Sims 4 and they had a great collection of information about the Sims 4 on their website and YouTube channel.

Inspiration

I'd love to see someone decide which type of DLC is worth the money like a front-runner for kits, or stuff packs, or expansion packs.

In March 2024, The Sims 4 claimed 85 million players worldwide, up from 70 million in April 2023. The latest entry in the popular life simulation franchise was originally released in September 2014, and the base game was made available for free to play in October 2022. The Sims 4 is monetized through various bundles of downloadable content packs.

About this dataset

Context

The dataset tabulates the population of Sims by gender across 18 age groups. It lists the male and female population in each age group along with the gender ratio for Sims. The dataset can be utilized to understand the population distribution of Sims by gender and age. For example, using this dataset, we can identify the largest age group for both Men and Women in Sims. 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 Sims.

Key observations

Largest age group (population): Male # 5-9 years (27) | Female # 35-39 years (32). 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 Sims population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Sims is shown in the following column.
• Population (Female): The female population in the Sims 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 Sims 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 Sims Population by Gender. You can refer the same here

First released in 2014, the social simulation game The Sims 4 has maintained its popularity in the past years, accumulating over 96 thousand peak concurrent users on Steam in October 2022, and otherwise maintaining a lower but relatively stable level of players. In April 2025, The Sims 4 had 50,119 concurrent users on the gaming platform. The Sims 4 is the latest installment in The Sims series published by Electronic Arts.

The Database of Labor Markets and Social Security Information System (SIMS) is the most important source of information about jobs and pensions in Latin America and the Caribbean. It encompasses harmonized statistics of 25 countries in the region, assuring the comparability of the indicators among them and also over time. The dataset includes data since 1990 and it presents 72 main indicators, which can be broken down by age group, gender, zone, level of education and other. The SIMS contains information in 6 broad categories: population, employment, unemployment, income, social security and poverty. This database seeks to contribute to public policies design based on evidence to strengthen the development of the region.

The number of data only SIM cards in the Netherlands has been increasing quarter by quarter, with the total quantity in the fourth quarter of 2023 standing at *******. Data only SIM cards allow the use of mobile internet services, but do not include an allowance for calling minutes or texts.

The School Information Management System (SIMS) market is rapidly evolving, serving as a crucial backbone for educational institutions worldwide. As schools and educational organizations increasingly shift towards digitization, SIMS have become indispensable for managing student data, administrative processes, and f

The Sims4Action Dataset: a videogame-based dataset for Synthetic→Real domain adaptation for human activity recognition.

Goal : Exploring the concept of constructing training examples for Activities of Daily Living (ADL) recognition by playing life simulation video games.

Sims4Action dataset is created with the commercial game THE SIMS 4 by executing actions-of-interest within the game in a "top-down" manner. It features ten hours of video material of eight diverse characters and multiple environments. Ten actions are selected to have a direct correspondence to categories covered in the real-life dataset Toyota Smarthome [2] to enable the research of Synthetic→Real transfer in action recognition. Two benchmarks : Gaming→Gaming (training and evaluation on Sims4Action) and Gaming→Real (training on Sims4Action, evaluation on the real Toyota Smarthome data [2]). Main challenge: Gaming→Real domain adaptation While ADL recognition on gaming data is interesting from a theoretical perspective, the key challenge arises from transferring knowledge learned from simulated data to real-world applications. Sims4Action specifically provides a benchmark for this scenario since it describes a Gaming→Real challenge, which evaluates models on real videos derived from the existing Toyota Smarthome dataset .

References [1] Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen, In International Conference on Intelligent Robots and Systems (IROS), 2021 (* denotes equal contribution.)

[2] Toyota smarthome: Real-world activities of daily living. Srijan Das, Rui Dai, Michal Koperski, Luca Minciullo, Lorenzo Garattoni, Francois Bremond, Gianpiero Francesca, In International Conference on Computer Vision (ICCV), 2019.

The average monthly data traffic of SIM cards in Italy increased significantly between 2012 and 2023. The average monthly SIM card data traffic reached over 21 gigabytes per month in 2023.

This dataset provides information about the number of properties, residents, and average property values for Main Street cross streets in Sims, IN.

Financial overview and grant giving statistics of The Sims Family Charitable Trust

This dataset provides information about the number of properties, residents, and average property values for Sims Place cross streets in Seminole, OK.

About this dataset

Context

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

Key observations

There is a slight majority of female population, with 52.44% 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 Sims is shown in this column.
• % of Total Population: This column displays the percentage distribution of each gender as a proportion of Sims 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 Sims Population by Race & Ethnicity. You can refer the same here

The Site Improvemnet Through Monitoring Systems (SIMS) is a quality assurance methodology used to increase the impact of PEPFAR programs on the HIV epidemic through standardized monitoring of the quality of services at the site- and above-site levels. A data dictionary that accompanies the dataset can be found here. Detailed materials about SIMS can be found here.

Historical Dataset of Sims Middle School is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (1987-2023),Total Classroom Teachers Trends Over Years (1987-2023),Distribution of Students By Grade Trends,Student-Teacher Ratio Comparison Over Years (1987-2023),Asian Student Percentage Comparison Over Years (1988-2020),Hispanic Student Percentage Comparison Over Years (2003-2023),Black Student Percentage Comparison Over Years (1991-2023),White Student Percentage Comparison Over Years (1991-2023),Two or More Races Student Percentage Comparison Over Years (2013-2023),Diversity Score Comparison Over Years (1991-2023),Free Lunch Eligibility Comparison Over Years (1993-2023),Reduced-Price Lunch Eligibility Comparison Over Years (2000-2016),Reading and Language Arts Proficiency Comparison Over Years (2011-2022),Math Proficiency Comparison Over Years (2011-2022),Science Proficiency Comparison Over Years (2021-2022),Overall School Rank Trends Over Years (2011-2022)

Financial overview and grant giving statistics of Sims Chapel Sympathy Club

Number of active SIM cards divided by population. It includes both voice and data services, installed in telephones, modem, usb keys or other devices.

Original source

Electronic communications market indicators collected by Commission services, through National Regulatory Authorities, for the Communications Committee (COCOM) - January and July reports.:

http://ec.europa.eu/digital-agenda/about-fast-and-ultra-fast-internet-access

Parent dataset

This dataset is part of of another dataset:

http://digital-agenda-data.eu/datasets/digital_agenda_scoreboard_key_indicators

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

SIMS is a tablet based site visit software used for PEPFAR funded activities. Technically, it is composed of mobile data collection tablets running COTS software (where GH fills in the question protocol); secondly compiling and storing the data in the AIDnet environment in a MySQL database; thirdly transfer of the data on a quarterly basis to PEPFAR's DATUM system. The goal of PEPFAR's Site Improvement Through Monitoring System (SIMS) is to increase the impact of PEPFAR programs on the HIV epidemic through standardized monitoring of the quality of PEPFAR support at the site level (e.g., health facility; ward, district, etc.), focusing on key program area elements. SIMS aims to systematize and broaden ongoing PEPFAR site monitoring processes and improve documentation of this oversight; this is accomplished through administration of standard tools that assess adherence to PEPFAR standards of care and service delivery, as well as within entities that support and guide service delivery.

Historical Dataset of Sims Elementary School is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (1990-2020),Total Classroom Teachers Trends Over Years (1990-2020),Student-Teacher Ratio Comparison Over Years (1990-2020),Asian Student Percentage Comparison Over Years (2012-2013),Hispanic Student Percentage Comparison Over Years (1990-2020),Black Student Percentage Comparison Over Years (1990-2020),White Student Percentage Comparison Over Years (1988-2020),Two or More Races Student Percentage Comparison Over Years (2014-2020),Diversity Score Comparison Over Years (1990-2020),Free Lunch Eligibility Comparison Over Years (1993-2020),Reduced-Price Lunch Eligibility Comparison Over Years (2000-2020),Reading and Language Arts Proficiency Comparison Over Years (2010-2019),Math Proficiency Comparison Over Years (2010-2019),Overall School Rank Trends Over Years (2010-2019)