A well structured and professional Material Safety Data Sheet Template or MSDS for short, which can be used to store details about specific hazardous checmicals and materials. These sheets are critical for safety across all industries, including construction, cleaning, facilities management and more.

Context

The digitalization and tracking of products across the supply chain is one of the challenges of Industry4.0. The collected historical data contains crucial information about their constitution and safety constrains. Material Safety Data Sheets (MSDS) are the main source of information on safety issues about products. However, they have incomplete information, which causes operator confusion, which could be critical in some situations. The usage of multi-label text classification and Natural Language Processing (NLP), would make easier the information retrieval and allow the prediction of the material procedures, given the other MSDS fields.

Content

The MSDS dataset contains Material Safety Data Sheet files in the .txt format. The data was collected from hazard.com. The dataset contains are 2 types of files with different structure: 1) f1 type, with 17454 files (155.4MB); and 2) f2 type, with 236507 files (1.3GB).

Acknowledgements

The MSDS dataset is one of the results of the Material Safety Data Sheet - Operator Procedures Predictor (MSDS-OPP). The MSDS-OPP scrapes MSDS from the web, extracts topics from the files, processes the textual data, and using multi-label text classification predicts which will be the operator procedures. That automated task approach allows a more simple search of MSDS's and the extraction of crucial information, which improves the operator's knowledge about the products handled in the factory, giving him a more summarized report. The results prove that both text processing pipelines (e.g., TF-IDF transformer) and text classifier (e.g., K-Nearest Neighbors and Decision Tree) perform well with high values of precision, recall, and F1-score.

For citation purposes, please use the following paper entry, which results from the MSDS-OPP developments:

Pereira, Eliseu. (2020). MSDS-OPP: Operator Procedures Prediction in Material Safety Data Sheets. 10.24840/978-972-752-264-4.

Contributors

Eliseu Moura Pereira email: 9eliseu@gmail.com

Safety Data Sheet Management Market size was valued at USD 14.9 Billion in 2024 and is projected to reach USD 25.4 Billion by 2031, growing at a CAGR of 7.8 % during the forecast period 2024-2031.

Stringent Regulatory Requirements: Increasing global regulations and compliance standards for hazardous materials drive the need for efficient SDS management systems.

Workplace Safety Concerns: Workplace safety is a paramount concern for businesses across diverse industries. An increasing focus on employee health and well-being has led companies to adopt stringent safety measures. Safety Data Sheets (SDS) are integral to these measures, providing detailed information on the properties and handling of hazardous chemicals. Effective SDS management systems ensure that employees are well-informed about the risks and safe handling procedures associated with chemicals they work with. This not only helps in complying with Occupational Safety and Health Administration (OSHA) standards but also mitigates the financial and reputational risks associated with workplace accidents. The growing emphasis on creating safer work environments has driven companies to seek comprehensive SDS management solutions, thus propelling the market forward. Growth in Chemical Industry: The chemical industry is experiencing robust growth, driven by increasing demand from sectors such as pharmaceuticals, agriculture, and manufacturing. As the volume and variety of chemicals being produced and used escalate, so does the complexity of managing their safety data. Regulatory bodies mandate that up-to-date and accurate SDS be provided and maintained for chemicals, ensuring safe usage, handling, and disposal. Companies in the chemical industry are consequently investing in advanced SDS management systems to streamline compliance with these regulations, manage inventory, and ensure that safety information is readily accessible. This sector’s expansion significantly contributes to the growth of the SDS management market. Technological Advancements: Technological advancements in digital solutions have revolutionized the SDS management landscape. Innovations like cloud-based platforms, Artificial Intelligence (AI), and mobile applications have made it easier and more efficient to manage, access, and update safety data sheets. These technologies offer real-time updates, enhanced accuracy, and improved accessibility, thereby improving compliance and reducing administrative burdens. AI can automate the extraction and updating of safety data, while mobile applications allow for on-the-go access to critical safety information. These technological advancements not only enhance operational efficiency but also provide a competitive edge to businesses, making them a driving force in the market. Environmental Regulations: Environmental regulations across the globe are becoming increasingly stringent, compelling organizations to adopt robust compliance mechanisms. Regulatory frameworks such as the Globally Harmonized System (GHS) for Classification and Labelling of Chemicals necessitate that businesses maintain accurate and up-to-date SDS. Compliance with these regulations is critical to avoid hefty fines, legal repercussions, and potential operational shutdowns. The increasing enforcement of environmental laws and standards drives the demand for efficient SDS management systems that can handle complex regulations and ensure seamless compliance. As a result, regulatory pressure acts as a significant market driver, pushing organizations to invest in advanced SDS management solutions. Globalization of Supply Chains: International trade and complex supply chains require standardized and accessible SDS documentation across borders. Risk Management: Companies are increasingly adopting SDS management systems to mitigate risks associated with hazardous materials and ensure swift response in emergencies. Cost Efficiency: Automated SDS management systems reduce administrative burden, minimize errors, and save costs associated with manual data handling. Corporate Responsibility and Sustainability: Growing emphasis on corporate social responsibility and sustainability practices encourages companies to adopt comprehensive SDS management systems. Digital Transformation: The shift towards digital transformation in various industries propels the adoption of electronic SDS management solutions.

The global Safety Data Sheet (SDS) Management market is booming, projected to reach $6 billion by 2033 with a 12% CAGR. Learn about key market drivers, trends, and leading companies shaping this crucial sector for workplace safety and regulatory compliance. Explore detailed analysis and forecasts in our comprehensive market report.

Discover the booming chemistry search engine market! Explore market size, growth trends (CAGR 15%), key players (ChemSpider, PubChem), and regional insights (North America leading). Learn how this $250 million market is transforming chemical research & development.

The Chemical and Product Categories database (CPCat) catalogs the use of over 40,000 chemicals and their presence in different consumer products. The chemical use information is compiled from multiple sources while product information is gathered from publicly available Material Safety Data Sheets (MSDS). EPA researchers are evaluating the possibility of expanding the database with additional product and use information.

This database links over 4,000 consumer brands to health effects from Material Safety Data Sheets (MSDS) provided by the manufacturers and allows scientists and consumers to research products based on chemical ingredients.

The Household Products Database of the National Library of Medicine is based on the Consumer Product Information Database ©2001-2013 by DeLima Associates. All rights reserved.

16 millones+ hojas de datos de seguridad libremente buscables con descargas en PDF.

A database of ingredients in brand-name household products linked to health information from Material Safety Data Sheets (MSDS) provided by manufacturers. The database is designed to help answer the following typical questions: *What are the chemical ingredients and their percentage in specific brands? *Which products contain specific chemical ingredients? *Who manufactures a specific brand? How do I contact this manufacturer? *What are the acute and chronic effects of chemical ingredients in a specific brand? *What other information is available about chemicals in the toxicology-related databases of the National Library of Medicine? NLM and its Contractor (the Database Providers) do not test products nor investigate to determine if this information is complete or accurate.

The global Material Safety Data Sheet (MSDS) Software market is poised for significant expansion, estimated at approximately USD 650 million in 2025, with a robust Compound Annual Growth Rate (CAGR) of around 8.5% projected throughout the forecast period of 2025-2033. This growth is primarily fueled by increasing regulatory compliances worldwide, such as REACH and GHS, which mandate the accurate creation, management, and dissemination of safety data sheets. The growing emphasis on workplace safety and the prevention of chemical-related incidents across various industries, including manufacturing, pharmaceuticals, and agriculture, are also major catalysts. Furthermore, the increasing adoption of cloud-based solutions, offering enhanced accessibility, scalability, and cost-effectiveness, is significantly driving market penetration. Organizations are recognizing the efficiency gains and risk mitigation benefits associated with digital MSDS management, moving away from outdated paper-based systems. The MSDS Software market is segmented by type into Cloud-based and On-premises solutions, with cloud-based offerings capturing a larger market share due to their inherent flexibility and reduced IT infrastructure burden. Key application sectors driving demand include Warehousing Companies, the Chemicals Management Sector, Third-Party Service Providers, and others. Geographically, North America is expected to lead the market, driven by stringent safety regulations and a high concentration of chemical-intensive industries. However, the Asia Pacific region is anticipated to exhibit the fastest growth, propelled by rapid industrialization, increasing awareness of chemical safety, and a burgeoning manufacturing base. While market growth is strong, potential restraints include the initial implementation costs for some enterprises and the need for robust data security and privacy measures, especially with the increasing reliance on cloud solutions. Key players like Actio, ChemWatch NA, and MSDSonline are actively innovating and expanding their offerings to meet the evolving demands of this dynamic market. This comprehensive report delves into the dynamic Material Safety Data Sheet (MSDS) Software market, offering an in-depth analysis of its current landscape and future trajectory. The study spans a significant period, from 2019 to 2033, with a base year of 2025 and an estimated year also set for 2025. The forecast period extends from 2025 to 2033, building upon the insights gathered during the historical period of 2019-2024. The global MSDS Software market is poised for substantial growth, driven by an increasing emphasis on regulatory compliance, worker safety, and efficient chemical management. Over the historical period, the market demonstrated steady expansion, with revenue projected to cross the $500 million mark by the end of 2024. The adoption of cloud-based solutions has been a significant driver, offering scalability and accessibility to businesses of all sizes. This trend is expected to accelerate in the forecast period, as more organizations leverage the benefits of Software-as-a-Service (SaaS) models. The report analyzes key market insights, including the increasing demand for automated SDS generation and management, the integration of MSDS software with Enterprise Resource Planning (ERP) systems, and the growing need for multilingual SDS capabilities to cater to global operations. Furthermore, advancements in artificial intelligence (AI) and machine learning (ML) are beginning to influence the market, promising more intelligent data analysis and predictive safety measures. The market's evolution is intrinsically linked to the ever-evolving regulatory frameworks surrounding chemical safety, such as OSHA's Hazard Communication Standard (HCS) and the European Union's REACH regulations, which mandate the proper dissemination of chemical hazard information.

Safety Data Sheets Gloves Classification

This dataset contains Safety Data Sheets (SDS) sourced from Kaggle, consisting of over 200,000 documents. SDS are detailed documents providing essential information on the properties and hazards of chemicals, ensuring user safety and compliance with regulatory standards. A subset of these documents was pre-processed, cleaned, and annotated to classify whether protective gloves are required when handling materials. The labels were extracted… See the full description on the dataset page: https://huggingface.co/datasets/BASF-AI/SDS-Gloves-Classification.

Canada’s occupational health and safety agencies have agreed to allow the use of an internationally recognized format for material safety data sheets (MSDSs). This fact sheet looks at what must be done to ensure that an MSDS complies with existing legislation.

Safety Data Sheet (SDS) Management Software Market Outlook

According to our latest research, the global Safety Data Sheet (SDS) Management Software market size reached USD 1.42 billion in 2024. The market is experiencing robust expansion, registering a CAGR of 7.8% between 2025 and 2033. By the end of the forecast period, the SDS Management Software market is projected to attain USD 2.80 billion. This significant growth is primarily driven by the increasing stringency of regulatory compliance requirements across industries, coupled with the rising complexity of chemical management and workplace safety protocols worldwide.

The primary growth factor for the Safety Data Sheet (SDS) Management Software market is the global escalation of regulatory mandates regarding chemical safety and hazardous material management. Governments and international bodies such as OSHA, REACH, and GHS are continually updating regulations, compelling organizations to adopt advanced digital solutions for compliance. The growing need for real-time access to safety data, automated document management, and streamlined compliance processes is pushing organizations to transition from manual or legacy systems to specialized SDS management platforms. Additionally, the increasing frequency of audits and inspections is driving organizations to invest in robust SDS management software to avoid penalties, ensure employee safety, and maintain operational continuity.

Another substantial driver of market growth is the digital transformation initiatives being undertaken across industries such as manufacturing, pharmaceuticals, oil & gas, and healthcare. As companies strive to modernize their Environmental, Health, and Safety (EHS) practices, the adoption of cloud-based and integrated SDS management solutions is rising. These platforms not only facilitate centralized document storage and instant retrieval but also enable seamless integration with other enterprise systems such as ERP and compliance management tools. The ability to automate updates, track regulatory changes, and generate real-time reports is proving invaluable for organizations seeking to enhance efficiency, minimize risks, and foster a culture of safety.

The increasing complexity of global supply chains and the proliferation of hazardous substances in various industries are further accelerating the demand for SDS management solutions. As businesses expand their operations across borders, they face the challenge of adhering to diverse regulatory frameworks and ensuring the safe handling, storage, and transportation of chemicals. SDS management software provides a unified platform to manage multilingual documentation, standardize processes, and ensure compliance with region-specific regulations. This is particularly critical for multinational corporations operating in highly regulated sectors, where non-compliance can result in severe financial and reputational repercussions.

The role of SDS Sheet Protector in the management of safety data sheets is becoming increasingly significant as organizations seek to enhance the durability and accessibility of these critical documents. SDS Sheet Protectors provide a physical layer of protection, ensuring that safety data sheets remain intact and legible over time, even in challenging environments. This is particularly important in industries such as manufacturing and chemicals, where exposure to dust, moisture, and chemicals can compromise the integrity of paper documents. By using SDS Sheet Protectors, companies can safeguard their compliance documentation, facilitate easy retrieval during audits, and maintain a professional appearance of their safety records. As digital solutions continue to evolve, the integration of physical document protection with digital management systems offers a comprehensive approach to SDS management, balancing the need for both accessibility and preservation.

From a regional standpoint, North America currently dominates the SDS Management Software market, accounting for the largest market share in 2024. This leadership is attributed to the presence of stringent regulatory frameworks, high awareness levels, and early adoption of digital EHS solutions. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period, fueled by rapid industrializ

16 millioner+ sikkerhetsdatablader (SDS) fritt søkbare med PDF-nedlastinger.

Quantitative data on product chemical composition is a necessary parameter for characterizing near-field exposure. This data set comprises reported and predicted information on >75,000 chemicals contained in >15,000 consumer products. The data’s primary intended use is for exposure, risk, and safety assessments. The data set includes specific products with quantitative or qualitative ingredient information, which has been publicly disclosed through material safety data sheets (MSDS) and ingredient lists. A single product category from a refined and harmonized set of categories has been assigned to each product. The data set also contains information on the functional role of chemicals in products, which can inform predictions of the concentrations in which they occur. These data will be useful to exposure and risk assessors evaluating chemical and product safety.

The data set presented here is in the form of a MySQL relational database, which mimics CPDat data available under the ‘Exposure’ tab of the CompTox Chemistry Dashboard (https://comptox.epa.gov/dashboard) as of August 2017.

Material Safety Data Sheets for chemical products are available to laboratory workers for most chemicals and reagents. However because many laboratory workers, whether in research, public health, teaching, etc., are exposed to not only chemicals but infectious substances as well, there was a large gap in the readily available safety literature for employees. These MSDS are produced for personnel working in the life sciences as quick safety reference material relating to infectious micro-organisms. The MSDS are organized to contain health hazard information such as infectious dose, viability (including decontamination), medical information, laboratory hazard, recommended precautions, handling information and spill procedures. The intent of these documents is to provide a safety resource for laboratory personnel working with these infectious substances. Because these workers are usually working in a scientific setting and are potentially exposed to much higher concentrations of these human pathogens than the general public, the terminology in these MSDS is technical and detailed, containing information that is relevant specifically to the laboratory setting. It is hoped along with good laboratory practices, these MSDS will help provide a safer, healthier environment for everyone working with infectious substances. The MSDS is ran by the Public Health Agency of Canada. The Public Health Agency of Canada (PHAC) is the main Government of Canada agency responsible for public health in Canada. PHACs primary goal is to strengthen Canadas capacity to protect and improve the health of Canadians and to help reduce pressures on the health-care system. To do this, the Agency is working to build an effective public health system that enables Canadians to achieve better health and well-being in their daily lives by promoting good health, helping prevent and control chronic diseases and injury, and protecting Canadians from infectious diseases and other threats to their health. PHAC is also committed to reducing health disparities between the most advantaged and disadvantaged Canadians. Because public health is a shared responsibility, the Public Health Agency of Canada works in close collaboration with all levels of government (provincial, territorial and municipal) to build on each others skills and strengths. The Agency also works closely with non-government organizations, including civil society and business, and other countries and international organizations like the World Health Organization (WHO) to share knowledge, expertise and experiences.

Many products used at oil and gas lease sites may be hazardous to workers’ health and safety. Employers must have specific information available on-site for any of these products that are classified as “controlled products” under the Workplace Hazardous Materials Information System (WHMIS). This two-page fact sheet gives a brief overview of WHMIS and Material Safety Data Sheets as they apply to oil and gas lease sites.

Data sheets of the French Polynesia General Level Network (NGPF) covering the Corporation’s islands in PDF format. The form shall include the following: — point number — last altitude and date of measurement — type of marker — location — coordinates X,Y — date of creation and entity responsible for the creation — location map and photograph of the place — status of the benchmark and date of the census — evolution of altitude over time

Discover the detailed safety and handling guidelines for sodium lauryl sulfate (SLS) as outlined in the Safety Data Sheet (SDS). Learn about its potential hazards, first-aid measures, PPE recommendations, and environmental impact to ensure safe usage in personal care and industrial settings.