Adverse Food Events 2004 to 2018

$199 / year

This dataset is a quarterly updated file that contains data extracted from the US Food and Drug Administration (FDA) Center for Food Safety and Applied Nutrition (CFSAN) Adverse Event Reporting System (CAERS) for the years 2004 to 2018.

Complexity

US Food and Drug Administration (FDA) Center for Food Safety and Applied Nutrition (CFSAN) Adverse Event Reporting System (CAERS) is a post-market surveillance system that collects reports about adverse events involving CFSAN-regulated products.The CAERS database receives both mandatory reports for dietary supplements as well as voluntary reports from both consumers and health care practitioners for dietary supplements, cosmetics, foods, and other products regulated by CFSAN. CAERS receives reports through MedWatch, emails, telephone calls, faxes, letters, and electronic transfers from the Office of Regulatory Affairs (ORA) District Offices’ Field Accomplishments and Compliance Tracking System (FACTS).

Each data extract covers reports received by CAERS through the previous quarter of the year. The posted data extracts contain information from adverse event reports associated with CFSAN-regulated products (foods, dietary supplements, and cosmetics). The CAERS extract provides a file of data in CSV format (delimiter separated text).

Date Created

2004-01-01

Last Modified

2018-08-20

Version

1

Update Frequency

Quarterly

Temporal Coverage

2004-01-01 to 2018-03-31

Spatial Coverage

World

Source

John Snow Labs => US Food and Drug Administration (FDA) Center for Food Safety and Applied Nutrition (CFSAN) Adverse Event Reporting System (CAERS)

Source License URL

John Snow Labs Standard License

Source License Requirements

N/A

Source Citation

N/A

Keywords

Adverse Event Reporting System (CAERS), Center for Food Safety and Applied Nutrition (CFSAN), FDA Adverse Events, FDA Adverse Reports, Adverse Event Reporting FDA, Adverse Reactions to Food, Food Adverse Events, Food Adverse Reports, Food Adverse Reactions, Adverse Event Reporting System

Other Titles

US Food and Drug Administration (FDA) Center for Food Safety and Applied Nutrition (CFSAN) Adverse Event Reporting System (CAERS), US FDA Adverse Event Reporting System, Food Adverse Event Reporting, Food Adverse Event Surveillance, Food Adverse Event Monitoring, Adverse Events Caused by Food

NameDescriptionTypeConstraints
Report_NumberThe unique number that identifies each case.string-
Created_DateThe date on which the data were first entered into Center for Food Safety and Applied Nutrition (CFSAN) Adverse Event Reporting System (CAERS) from an adverse event report.string-
Event_Start_DateThe reported date on which the consumer first experience the adverse event.string-
Product_RoleSuspect or concomitant (as reported)string-
Reported_Brand_Product_NameThe verbatim brands and/or product names indicated to have been used by the consumer reported having experienced the adverse event. An adverse event report may specify the consumption of a single product or multiple products.string-
Industry_CodeThe US Food and Drug Administration (FDA) industry code associated with the type of product reported.string-
Industry_NameThe FDA industry description associated with the type of product reported (ice cream products, cosmetics, coffee/tea).string-
Age_At_Adverse_EventThe age of the consumer reported having experienced the adverse event.numberlevel : Nominal
Age_UnitThe time unit (day, week, month, year) of the age provided in the Age of Adverse Event data field for the consumer reported having experienced the adverse event.string-
GenderThe sex of the individual reported having experienced the adverse event.string-
One_Row_OutcomesOutcomes of the adverse event experienced by the injured consumer as specified by the reported; each report may indicate one or more outcomes.string-
One_Row_SymptomsThe symptoms experienced by the injured consumer as specified by the reporter and coded by FDA according to the Medical Data Dictionary for Regulatory Activities (MedDRA). Each adverse event report may indicate one or more symptoms.string-
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<p>Amazon Simple Storage Service (Amazon S3) is an object storage service that offers industry-leading scalability data availability security and performance. This means customers of all sizes and industries can use it to store and protect any amount of data for a range of use cases such as websites mobile applications backup and restore archive enterprise applications IoT devices and big data analytics. Amazon S3 provides easy-to-use management features so you can organize your data and configure finely-tuned access controls to meet your specific business organizational and compliance requirements. Amazon S3 is designed for 99.999999999% (11 9's) of durability and stores data for millions of applications for companies all around the world.<br /> </p>
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<p>Scale your storage resources up and down to meet fluctuating demands without upfront investments or resource procurement cycles. Amazon S3 is designed for 99.999999999% (11 9’s) of data durability because it automatically creates and stores copies of all S3 objects across multiple systems. This means your data is available when needed and protected against failures errors and threats.<br /> <a href="/s3/faqs/#Durability_.26_Data_Protection" target="_blank">Learn about S3 data durability &raquo;</a></p>
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<h3 id="Wide_range_of_cost-effective_storage_classes" class="lb-txt-bold lb-txt-none lb-txt-18 lb-h3 lb-title" style="color:#232f3e;"> Wide range of cost-effective storage classes</h3>
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<p>Save costs without sacrificing performance by storing data across the <b>S3 Storage Classes</b> which support different data access levels at corresponding rates. You can use <b>S3 Storage Class Analysis</b> to discover data that should move to a lower-cost storage class based on access patterns and configure an <b>S3 Lifecycle</b> policy to execute the transfer. You can also store data with changing or unknown access patterns in <b>S3 Intelligent-Tiering</b> which tiers objects based on changing access patterns and automatically delivers cost savings.<br /> <a href="/s3/storage-classes/">Learn more about the S3 Storage Classes &raquo;</a></p>
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<p>Store your data in Amazon S3 and secure it from unauthorized access with encryption features and access management tools. You can also use <b>Amazon Macie</b> to identify sensitive data stored in your S3 buckets and detect irregular access requests. Amazon S3 maintains compliance programs such as PCI-DSS HIPAA/HITECH FedRAMP EU Data Protection Directive and FISMA to help you meet regulatory requirements. AWS also supports numerous auditing capabilities to monitor access requests to your S3 resources.<br /> Learn more about <a href="/s3/features/#Access_management_and_security">S3 security</a> and <a href="/compliance/">compliance &raquo;</a></p>
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<p>Classify manage and report on your data using features such as: <b>S3 Storage Class Analysis </b>to analyze access patterns; <b>S3 Lifecycle</b> policies to transfer objects to lower-cost storage classes; <b>S3 Cross-Region Replication</b> to replicate data into other regions; <b>S3 Object Lock </b>to apply retention dates to objects and protect them from deletion; and <b>S3 Inventory</b> to get visbility into your stored objects their metadata and encryption status. You can also use <b><a href="#How_it_works_.E2.80.94_S3_Batch_Operations_.28in_preview.29">S3 Batch Operations</a></b> to change object properties and perform storage management tasks for billions of objects. Since Amazon S3 works with <b>AWS Lambda</b> you can log activities define alerts and automate workflows without managing additional infrastructure.<br /> <a href="/s3/features/#Storage_management_and_monitoring"> Learn more about S3 storage management features &raquo;</a></p>
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<p>Run big data analytics across your S3 objects (and other data sets in AWS) with our query-in-place services. Use <b>Amazon Athena</b> to query S3 data with standard SQL expressions and <b>Amazon Redshift Spectrum</b> to analyze data that is stored across your AWS data warehouses and S3 resources. You can also use <b>S3 Select </b>to retrieve subsets of object metadata instead of the entire object and improve query performance by up to 400%.<br /> <a href="/s3/features/#Query_in_place">Learn more about query in place &raquo;</a></p>
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<p>Store and protect your data in Amazon S3 by working with a partner from the <b>AWS Partner Network (APN)</b> — the largest community of technology and consulting cloud services providers. The APN recognizes migration partners that transfer data to Amazon S3 and storage partners that offer S3-integrated solutions for primary storage backup and restore archive and disaster recovery. You can also purchase an AWS-integrated solution directly from the <b>AWS Marketplace</b> which lists over 250 storage-specific offerings.<a href="/backup-recovery/partner-solutions/"><br /> Learn about the APN</a> and<a href="https://aws.amazon.com/marketplace"> AWS Marketplace &raquo;</a></p>
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<p><b><a name="preview"></a>S3 Batch Operations</b> lets you manage billions of objects at scale with just a few clicks in the Amazon S3 Management Console or a single API request. With S3 Batch Operations you can make changes to object metadata and properties or perform other storage management tasks such as copying objects between buckets replacing object tag sets modifying access controls and restoring archived objects from S3 Glacier&nbsp;— instead of taking months to develop custom applications to perform these tasks.</p>
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<p>Build scalable durable and secure backup and restore solutions with Amazon S3 and other AWS services such as <b>S3 Glacier</b> <b>Amazon EFS</b> and <b>Amazon EBS</b> to augment or replace existing on-premises capabilities. AWS and APN partners can help you meet Recovery Time Objectives (RTO) Recovery Point Objectives (RPO) and compliance requirements. With AWS you can back up data already in the AWS Cloud or use<b> AWS Storage Gateway</b> a hybrid storage service to send backups of on-premises data to AWS.<br /> <a href="/backup-restore/">Learn more about backup and restore &raquo;</a></p>
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<p>Protect critical data applications and IT systems that are running in the AWS Cloud or in your on-premises environment without incurring the expense of a second physical site. With Amazon S3 storage <b>S3 Cross-Region Replication</b> and other AWS compute networking and database services you can create DR architectures in order to quickly and easily recover from outages caused by natural disasters system failures and human errors.<a href="/disaster-recovery/"><br /> Learn more about DR &raquo;</a></p>
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<p>Retire physical infrastructure and archive data with <b>S3 Glacier</b> and <b>S3 Glacier Deep Archive</b> (<a href="/about-aws/whats-new/2018/11/s3-glacier-deep-archive/" target="_blank">coming soon</a>). These S3 Storage Classes retain objects long-term at the lowest rates. Simply create an S3 Lifecycle policy to archive objects throughout their lifecycles or upload objects directly to the archival storage classes. With <b>S3 Object Lock</b> you can apply retention dates to objects to protect them from deletions and meet compliance requirements. Unlike tape libraries S3 Glacier lets you restore archived objects in as little as one minute for expedited retrievals and 3-5 hours for standard retrievals. Bulk data restores from S3 Glacier and all restores from S3 Glacier Deep Archive are completed within 12 hours.<a href="/glacier/"><br /> Learn more about archiving &raquo;</a></p>
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<h3 id="Data_lakes_and_big_data_analytics" class="lb-txt-bold lb-txt-none lb-txt-18 lb-h3 lb-title" style="color:#232f3e;"> Data lakes and big data analytics</h3>
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<p>Accelerate innovation by creating a data lake in Amazon S3 and extract valuable insights using query-in-place analytics and machine learning tools. You can also use <b>AWS Lake Formation </b>to quickly create a data lake and centrally define and enforce security governance and auditing policies. The service collects data across your databases and S3 resources moves it into a new data lake in Amazon S3 and cleans and classifies it using machine learning algorithms. All AWS resources can be scaled up to accommodate your expanding data stores&nbsp;— without upfront investments.<br /> Learn more about <a href="/big-data/datalakes-and-analytics/">data lakes</a> and <a href="/lake-formation/">AWS Lake Formation &raquo;</a></p>
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<p>Create a seamless connection between on-premises applications and Amazon S3 with <b>AWS Storage Gateway</b> in order to reduce your data center footprint and leverage the scale reliability and durability of AWS as well as AWS’ innovative machine learning and analytics capabilities. You can also automate data transfers between on-premises storage and Amazon S3 by using <b>AWS DataSync</b> which can transfer data at speeds up to 10 times faster than open-source tools. Another way to enable a hybrid cloud storage environment is to work with a gateway provider from the APN. You can also transfer files directly into and out of Amazon S3 with<b> AWS Transfer for SFTP </b>— a fully managed service that enables secure file exchanges with third parties.<br /> Learn more about <a href="/storagegateway/">hybrid storage</a> <a href="/datasync/">AWS DataSync</a> and <a href="/sftp/">AWS Transfer for SFTP &raquo;</a>&nbsp;<br /> </p>
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<p>Build fast cost-effective mobile and Internet-based applications by using AWS services and Amazon S3 to store production data. With Amazon S3 you can upload any amount of data and access it anywhere in order to deploy applications faster and reach more end users. Storing data in Amazon S3 also means you have access to the latest AWS developer tools and services for machine learning and analytics to innovate and optimize your cloud-native applications.<br /> <a href="/products/developer-tools/">Learn more about cloud-native applications &raquo;</a></p>
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Netflix delivers billions of hours of content from Amazon S3 to customers around the world. Amazon S3 also serves as the data lake for their big data analytics solution.
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FINRA uses Amazon S3 to ingest and store data for over 75 billion market events daily and AWS Lambda functions to format and validate the data against more than 200 rules.
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Airbnb houses backup data and static files on Amazon S3 including over 10 petabytes of user pictures. As a born-in-the-cloud solution they continually innovate new ways to analyze data stored on Amazon S3.
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GE uses Amazon S3 to store and protect a petabyte of critical medical imaging data for its GE Health Cloud service which connects hundreds of thousands of imaging machines and other medical devices.
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<p><b>WHAT'S NEW</b><br /> <i>Coming Soon&nbsp;— S3 Glacier Deep Archive for Long-Term Data Retention</i><br /> 28 NOV 2018<br /> </p>
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<a href="/about-aws/whats-new/2018/11/s3-glacier-deep-archive/" target="_blank">Learn more &raquo;</a>
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<p><b>AWS NEWS BLOG<br /> </b><i>New&nbsp;— Automatic Cost Optimization for Amazon S3 via Intelligent Tiering</i><br /> by Jeff Barr | 26 NOV 2018<br /> </p>
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<a href="https://aws.amazon.com/blogs/aws/new-automatic-cost-optimization-for-amazon-s3-via-intelligent-tiering/" target="_blank">Learn more &raquo;</a>
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<p><b>WHAT'S NEW<br /> </b><i>Amazon S3 Introduces S3 Batch Operations for Object Management</i><br /> 26 NOV 2018<br /> </p>
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<a href="/about-aws/whats-new/2018/11/s3-batch-operations/" target="_blank">Learn more &raquo;</a>
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<p><b>WHAT'S NEW</b><br /> <i>AWS Announces Amazon S3 Object Lock in all AWS Regions</i><br /> 26 NOV 2018<br /> </p>
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<a href="/about-aws/whats-new/2018/11/s3-object-lock/" target="_blank">Learn more &raquo;</a>
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<p><b>AWS ARCHITECTURE BLOG</b><br /> <i>S3 &amp; S3 Glacier Launch Announcements for Archival Workloads</i><br /> by Matt Sidley | 26 NOV 2018<br /> </p>
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<a href="https://aws.amazon.com/blogs/architecture/amazon-s3-amazon-s3-glacier-launch-announcements-for-archival-workloads" target="_blank">Learn more &raquo;</a>
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<p><b>NEWS BLOG</b><br /> <i> Amazon S3 Block Public Access — Another Layer of Protection for Your Accounts and Buckets</i><br /> 16 NOV 2018<br /> </p>
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<a href="https://aws.amazon.com/blogs/aws/amazon-s3-block-public-access-another-layer-of-protection-for-your-accounts-and-buckets/" target="_blank">Learn more &raquo;</a>
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Check out the product features
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<p style="text-align: center;">Learn more about features for data management security access management analytics and more.<br /> </p>
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<a class="lb-tiny-align-center lb-txt-bold lb-txt-none lb-txt-blue-link lb-txt" href="/s3/features/"> Learn more&nbsp;<i class="icon-angle-double-right"></i></a>
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<img alt="Product-Page_Standard-Icons_02_Sign-Up_SqInk" title="Product-Page_Standard-Icons_02_Sign-Up_SqInk" src="//d1.awsstatic.com/webteam/product-pages/Product-Page_Standard-Icons_02_Sign-Up_SqInk.f43d5ddc9c43883eec6187f34c68155402b13312.png" />
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Sign up for a free account
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<p style="text-align: center;">Instantly get access to the AWS Free Tier and start experimenting with Amazon S3.&nbsp;</p>
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