Discover the Walmart Products Free Dataset, featuring 2,000 records in CSV format. This dataset includes detailed information about various Walmart products, such as names, prices, categories, and descriptions.

It’s perfect for data analysis, e-commerce research, and machine learning projects. Download now and kickstart your insights with accurate, real-world data.

Free dataset containing about 24M companies. Originally compiled by People Data Labs, released under a free license. Data Schema and more information on te dataset at: https://docs.peopledatalabs.com/docs/free-company-dataset This version has been downloaded on 2025-07-28

A computer program for accessing and visualization of thermodynamic and transport property data for chemical compounds and mixtures available at the TRC/NIST ThermoML archive https://data.nist.gov/od/id/mds2-2422. The data collection contains 2.2 million distinct property values (the whole archive can also be downloaded from that link, stored, and accessed from a local storage). The program has been compiled for Windows OS and tested under Windows 10. The operation procedures are described in the embedded Help.

These dataset, dashboard and app tools identify what city-owned sites have free public Wi-Fi available. Between 2025 and 2026, all of these sites are slated to receive fiber install and Meraki Wi-Fi routers that greatly increase the speed and quality of available Wi-Fi. The dataset and dashboard notes what sites have had this install completed, among other amenities available at each site.

Data are the foundation of science, and there is an increasing focus on how data can be reused and enhanced to drive scientific discoveries. However, most seemingly “open data” do not provide legal permissions for reuse and redistribution. The inability to integrate and redistribute our collective data resources blocks innovation and stymies the creation of life-improving diagnostic and drug selection tools. To help the biomedical research and research support communities (e.g. libraries, funders, repositories, etc.) understand and navigate the data licensing landscape, the (Re)usable Data Project (RDP) (http://reusabledata.org) assesses the licensing characteristics of data resources and how licensing behaviors impact reuse. We have created a ruleset to determine the reusability of data resources and have applied it to 56 scientific data resources (e.g. databases) to date. The results show significant reuse and interoperability barriers. Inspired by game-changing projects like Creative Commons, the Wikipedia Foundation, and the Free Software movement, we hope to engage the scientific community in the discussion regarding the legal use and reuse of scientific data, including the balance of openness and how to create sustainable data resources in an increasingly competitive environment.

FMA: A Dataset for Music Analysis

Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson. International Society for Music Information Retrieval Conference (ISMIR), 2017.

We introduce the Free Music Archive (FMA), an open and easily accessible dataset suitable for evaluating several tasks in MIR, a field concerned with browsing, searching, and organizing large music collections. The community's growing interest in feature and end-to-end learning is however restrained… See the full description on the dataset page: https://huggingface.co/datasets/benjamin-paine/free-music-archive-medium.

About this dataset

Context

The dataset tabulates the Free Soil township population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Free Soil township across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Free Soil township was 848, a 0.24% decrease year-by-year from 2022. Previously, in 2022, Free Soil township population was 850, a decline of 0% compared to a population of 850 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Free Soil township decreased by 103. In this period, the peak population was 995 in the year 2004. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

• From 2000 to 2023

Variables / Data Columns

• Year: This column displays the data year (Measured annually and for years 2000 to 2023)
• Population: The population for the specific year for the Free Soil township is shown in this column.
• Year on Year Change: This column displays the change in Free Soil township population for each year compared to the previous year.
• Change in Percent: This column displays the year on year change as a percentage. 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 Free Soil township Population by Year. You can refer the same here

h4ck31/free dataset hosted on Hugging Face and contributed by the HF Datasets community

Observed adoption of the Free Shipping Label plugin across real WordPress sites in the WatsonWP index.

Metal-Free Coffee Valve Market Outlook

According to our latest research, the global metal-free coffee valve market size reached USD 412.7 million in 2024, with robust growth supported by the increasing demand for sustainable packaging solutions in the coffee industry. The market is experiencing a steady expansion, registering a CAGR of 6.8% from 2025 to 2033. By the end of 2033, the market size is projected to reach USD 742.9 million. This growth is primarily driven by the coffee sector’s shift toward environmentally friendly packaging and the growing consumer preference for products that minimize environmental impact, as per our latest research insights.

One of the most significant growth factors in the metal-free coffee valve market is the global movement toward sustainability and eco-conscious consumption. Coffee producers and packaging companies are under increasing pressure to reduce their carbon footprint and eliminate non-biodegradable waste. Metal-free coffee valves, often made from biodegradable materials or recyclable plastics, align perfectly with these objectives. The adoption of these valves enables coffee manufacturers to offer packaging that not only preserves the freshness and aroma of coffee but also meets stringent environmental regulations. Moreover, as consumer awareness regarding packaging waste grows, brands leveraging metal-free valves are gaining a competitive edge by appealing to environmentally conscious buyers, further fueling market demand.

Another key driver is the technological advancement in packaging solutions that enhance both functionality and sustainability. Traditional coffee valves containing metal components pose challenges in recycling and often hinder the compostability of packaging materials. The emergence of innovative metal-free valve designs has effectively addressed these issues, making it easier for packaging to be fully recyclable or compostable. Manufacturers are investing in research and development to create valves that maintain one-way degassing properties, ensuring coffee freshness without compromising on environmental goals. These advancements are not only helping companies comply with global sustainability standards but are also opening new avenues in premium and specialty coffee segments, where packaging quality is a significant differentiator.

The expanding specialty coffee market and the proliferation of coffee consumption in emerging economies are also propelling the demand for metal-free coffee valves. As coffee culture spreads globally, there is a marked increase in product innovation, including single-serve coffee pods, resealable coffee bags, and advanced coffee packaging formats. Metal-free valves are increasingly preferred in these new applications, as they offer compatibility with a wide range of packaging materials and formats. Furthermore, with regulatory frameworks tightening around single-use plastics and non-recyclable materials, coffee producers are proactively adopting metal-free solutions to future-proof their products and ensure compliance, which is further accelerating market growth.

From a regional perspective, North America and Europe remain the dominant markets for metal-free coffee valves, owing to their mature coffee industries and stringent environmental regulations. However, the Asia Pacific region is witnessing the fastest growth, driven by rising coffee consumption, urbanization, and increasing consumer awareness regarding sustainable packaging. Latin America, as a major coffee-producing region, is also adopting these solutions to cater to international export standards and environmentally conscious markets. The Middle East & Africa region, while currently smaller in market share, is expected to see gradual adoption as coffee culture expands and regulatory pressures mount. Overall, the regional dynamics are shaped by a combination of regulatory environments, consumer preferences, and the maturity of the coffee sector.

Product Type Analysis

The metal-free coffee valve market is segmented by

Tranche 2: Strategic Objective 5 - Novel Tools & Strategies - Supporting a Predator Free 2050

Novel tools, technologies and strategies need to be deployed to eradicate biotic threats.

There are so many different pest control options available, it can be hard to choose the right one(s) for each landscape and community. But if you use the wrong method, you could be wasting time and resources, as well as risking negative side-effects on te taiao (the environment).

That’s why this research team is creating an online tool that will allow project managers to find the best predator control option for them.

By combining existing predator management models, cost data, and social and cultural preference data the team will facilitate relative cost-effectiveness rankings for different management options.

Users will be able to explore different control tool regime options, allowing informed discussion with their communities and decision-making about the most cost-effective actions for eradication.

If we can use the best predator control options for each of our unique rohe (areas), we stand the best chance of helping create a Predator Free Aotearoa by 2050.

Co-Leads

• Chris Jones, Manaaki Whenua Landcare Research

• Nikki Harcourt, Manaaki Whenua Landcare Research

The City of Philadelphia Office of Children and Families (OCF) partners with local food banks to find locations in the city for meal sites. The food banks provide information such as address, hours of operation, and eligibility that OCF enters to feed the meal site finder application. As needed, OCF updates the active status of each site.

The Drug Free Depression Treatment Market is estimated to be valued at USD 4.3 billion in 2025 and is projected to reach USD 5.6 billion by 2035, registering a compound annual growth rate (CAGR) of 2.7% over the forecast period.

This dataset tracks annual total students amount from 2009 to 2023 for Free Orchards Elementary School

The advent of large, open access text databases has driven advances in state-of-the-art model performance in natural language processing (NLP). The relatively limited amount of clinical data available for NLP has been cited as a significant barrier to the field's progress. Here we describe MIMIC-IV-Note: a collection of deidentified free-text clinical notes for patients included in the MIMIC-IV clinical database. MIMIC-IV-Note contains 331,794 deidentified discharge summaries from 145,915 patients admitted to the hospital and emergency department at the Beth Israel Deaconess Medical Center in Boston, MA, USA. The database also contains 2,321,355 deidentified radiology reports for 237,427 patients. All notes have had protected health information removed in accordance with the Health Insurance Portability and Accountability Act (HIPAA) Safe Harbor provision. All notes are linkable to MIMIC-IV providing important context to the clinical data therein. The database is intended to stimulate research in clinical natural language processing and associated areas.

This dataset provides information about the number of properties, residents, and average property values for Fountain Road cross streets in Free Soil, MI.

This dataset contains the cloud-free products from Landsat 7 Enhanced Thematic Mapper collection acquired over Europe, North Africa and the Middle East; for each scene only one product is selected, with the minimal cloud coverage. The Landsat 7 ETM+ scenes typically cover 185 x 170 km. A standard full scene is nominally centred on the intersection between a Path and Row (the actual image centre can vary by up to 100 m). The data are system corrected.

As of September 2025, 95.37 percent of all iOS apps were available for free. In comparison, in the Google Play Store, the share of freely available apps was 96.99 percent.

This dataset is about artists. It has 1 row and is filtered where the artworks is Free Speech. It features 9 columns including birth date, death date, country, and gender.

ksw1/H-pp-free dataset hosted on Hugging Face and contributed by the HF Datasets community