The FTC Consumer Sentinel Network aggregates 8M+ fraud, identity theft, and consumer complaint reports annually from the FTC and dozens of partner organizations. Here is what the dataset contains, how to access it, and what it reveals about imposter scams, cryptocurrency fraud, and the counterintuitive age dynamics of financial loss.
Writing · topic · 16 articles
Consumer protection
Product recalls, defect investigations, consumer complaints, and fraud enforcement.
There is no single US recall database — cars are recalled by NHTSA, consumer products by the CPSC, food/drugs/devices by the FDA, and meat and poultry by USDA-FSIS. A guide to weaving the four feeds into one cross-agency recall view, joined on firm name and date, with the hazard-classification mismatches and what a unified view reveals.
Consumer protection · Health and medicine · Transportation safety · Engineering and infrastructure
A single agency owns the entire defect-to-outcome loop — NHTSA collects the complaints, opens the investigations, compels the recalls, tracks the completion reports, and counts the deaths. This guide assembles all five datasets into one pipeline and shows how to join a complaint cluster to the recall it provoked and the fatalities it cost.
Transportation safety · Consumer protection · Engineering and infrastructure
When a vaping device’s battery overheats in a pocket, when a pouch of tobacco arrives webbed with mold, when an e-liquid triggers a reaction no label warned of, the complaint can land in one federal file — the FDA’s Tobacco Product Problem Reports. This deep-dive walks the ~1,300-report dataset behind tobacco and vaping safety surveillance: the 2009 statute that created the Center for Tobacco Products, the 2016 deeming rule that pulled e-cigarettes in, the product and problem taxonomy, the underreporting and causation caveats, and a Python workflow over the openFDA tobacco endpoint.
A recall only prevents harm if the defective part is actually replaced — and federal regulations make manufacturers report, quarter by quarter, how many recalled units they have repaired. This guide covers the ~73,600 quarterly completion reports behind the question the recall headline never answers: did the cars get fixed?
Before a recall there is an investigation. NHTSA’s Office of Defects Investigation works the space between a complaint pattern and a recall — opening a Preliminary Evaluation, escalating to an Engineering Analysis, and either forcing a recall or closing without action. This is the ~5,300-record federal account of how a safety defect moves from early signal to mass recall, the data behind Takata, the GM ignition switch, and Firestone.
The Federal Trade Commission announces nearly everything it does — every settlement, every merger challenge, every new rule — through a press release, and those releases together form a searchable public log of US consumer-protection and antitrust enforcement. This guide reads the FTC’s ~10,700-record press and enforcement archive as a dataset: the Section 5 frame, the consumer-protection and competition missions, landmark privacy penalties, the shifting priorities of junk fees and noncompetes and big-tech antitrust, and a Python workflow that tallies releases by year and topic.
Consumer protection · Justice and immigration · Cybersecurity and privacy · Federal data
After a FOIA fight, the SBA released PPP loan data covering 11.8 million loans and $793 billion in forgiven funds. Here is what the public data contains, the fraud patterns it revealed, and how to cross-reference it with SAM.gov debarments, IRS nonprofit data, and the DOJ prosecution record.
Federal data · Finance and markets · Consumer protection · Transparency and open data
The CPSC Recall database covers 9,800+ recalls since 1973. Behind the press releases: how many units are actually returned, which hazard categories dominate, and why the voluntary recall system lets manufacturers negotiate the language of their own enforcement actions.
The openFDA Food Enforcement dataset surfaces every food and cosmetic recall the FDA has classified through its Recall Enterprise System — roughly 25,000 records carrying the recall reason, recalling firm, hazard class (I, II, III), distribution footprint, and the dates that trace each recall from initiation to termination.
Health and medicine · Food and agriculture · Consumer protection · Federal data
The Consumer Financial Protection Bureau complaint database contains every consumer complaint submitted to the CFPB since 2012 — 3 million+ complaints about mortgages, credit cards, student loans, debt collection, and credit reporting — with the company response, resolution outcome, and optional consumer narrative, making it the most comprehensive federal record of retail financial product failures.
The NHTSA vehicle safety complaints database contains every consumer complaint filed with the National Highway Traffic Safety Administration — 3 million+ complaints covering unexpected acceleration, brake failures, airbag malfunctions, fire risks, and steering defects — forming the primary data source for NHTSA defect investigations that trigger the largest vehicle recalls in US history.
CPSC (Consumer Product Safety Act 1972): ~9,800 recalls since 1973 covering ~15,000 product types (excludes food, drugs, autos, firearms). Section 15 voluntary (negotiated, most common) vs. Section 9 mandatory recalls; 24-hour reporting obligation for substantial product hazards. CPSIA 2008 (Chinese toy lead paint scandal 2007): third-party testing mandates, CPC/GCC certificates, 100 ppm lead limits, phthalate limits, tracking labels. SaferProducts.gov incident reporting database (NEISS-AIP, CPSC hospital sentinel network). Recall delays: average 12-18 months first incident to recall. Notable: Fisher-Price Rock n Play sleeper (4.7M units, 32 infant deaths, 2019), IKEA MALM dresser tip-over (29M units North America, 2016/2022), Peloton Tread+ (125k units, 2021), Samsung Galaxy Note 7 (2.5M units, 2016), Takata airbags (67M+ airbags, 19+ deaths, 2014-2019, NHTSA-led). recalls.gov/api and cpsc.gov/data: recallID/recallDate/title/description/hazard/remedy/units/productCategory/injuries/deaths fields; API parameters: product_type_id/date_from/date_to. Furniture stability mandatory rule (2023) targeting tip-overs. Safe Sleep for Babies Act (2022): banned inclined sleepers, crib bumpers. Python recalls.gov API analysis: hazard-type aggregation, product-category units recalled, 2015-2024 annual trend, fatal recall identification.
CFPB Consumer Complaint Database (March 2012): 7M+ complaints since 2011. Products: credit reporting ~60%, debt collection ~10%, credit card ~8%, mortgage ~7%. Equifax/Experian/TransUnion receive 50%+ of all complaints. Fields: complaint_id, date_received, product/sub_product/issue, consumer_complaint_narrative (~20% with text, PII-scrubbed), company_response (monetary/non-monetary/explanation relief), timely (Y/N), consumer_disputed (Y/N), state, zip (3-digit partial). COVID: mortgage forbearance surge. Biden loan forgiveness 2022-2024: 2-3x student loan complaints. Navient $1.85B 2022. Wells Fargo $3.7B 2022 (largest-ever CFPB). API: api.consumerfinance.gov/data-research/consumer-complaints/search (no key, max 10k/query). Bulk download ~1.5GB+. Python mortgage complaint analysis by company and response type.
The Consumer Product Safety Commission publishes every recall of consumer products — 400-500 per year covering toys, furniture, appliances, nursery products, and 15,000+ product categories not regulated by FDA or NHTSA. Here is the full recall database schema, the SaferProducts.gov incident report system, the IKEA Malm tip-over and Fisher-Price Rock 'n Play landmark cases, and how the CPSIA 2008 transformed product safety data.
The FDA CDRH publishes every medical device recall action — Class I (serious health risk), Class II, and Class III — covering 1,000–1,500 recalls per year since 1999. Here is the full field schema, the three recall classes, the DePuy ASR ($4B settlement) and Philips Respironics CPAP (5.5M+ units) landmark recalls, how MAUDE adverse event reports feed recall decisions, and how to query the OpenFDA device recall API.
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