example-data-sources

name	example-data-sources
description	Reference list of 100 data sources organized by category for demand generation — financial behavior, demographics, competition, economic signals, behavioral, risk, regulatory, and disruptions.
disable-model-invocation	true

100 Data Sources for Demand Generation

Use this reference list to identify data sources that can power demand generation campaigns, competitive analysis, and customer insights.

Financial Behavior & Transaction Data

1. Credit Union NCUA Call Reports - Quarterly financial performance data from NCUA.gov, member growth rates, loan delinquency trends
2. Checking Account Transaction Patterns - Average monthly transactions per member (industry benchmarks from Bankrate, NerdWallet studies)
3. Loan Application Approval Rates - Auto loan approval percentages by credit score band (Federal Reserve Consumer Credit reports)
4. Cross-Sell Ratios - Products per member metrics from Credit Union Times benchmarking studies
5. Overdraft Frequency Data - CFPB overdraft fee reports, average incidents per account
6. Digital Banking Adoption Rates - Mobile app login frequency data from Fiserv/FIS digital banking reports
7. ATM Usage Decline Trends - Federal Reserve Payments Study showing transaction volume shifts
8. Person-to-Person Payment Growth - Zelle, Venmo, CashApp usage statistics from payment network annual reports
9. Credit Card Balance Transfer Behavior - TransUnion credit industry insights on balance churn
10. Auto Loan Refinance Triggers - Interest rate spread data from Edmunds, Bankrate showing refi opportunities
11. Home Equity Line Draw Patterns - Freddie Mac house price index combined with HELOC utilization rates
12. Certificate of Deposit Maturity Calendars - FDIC national rate data showing competitive yield gaps
13. Member Savings Rate Fluctuations - Bureau of Economic Analysis personal savings rate by region
14. Bill Pay Adoption Curves - ACI Worldwide bill payment trend reports
15. Inactive Account Reactivation Rates - Industry benchmarks from Aite-Novarica Group studies

Demographic & Life Stage Indicators

16. Zip Code Age Distribution - Census.gov American Community Survey age cohort data
17. Household Income by Geography - IRS SOI Tax Stats county income data
18. First-Time Homebuyer Concentrations - HUD first-time buyer programs enrollment, NAR homebuyer reports
19. College Enrollment Proximity Data - NCES Integrated Postsecondary Education System location files
20. Military Base Location & Personnel - Defense Manpower Data Center installation demographic reports
21. Retirement Community Density - Census place-level population 65+ concentrations
22. New Mover Volumes - USPS National Change of Address data, Zillow migration trends
23. Marriage & Divorce Rates by County - CDC National Vital Statistics marriage/divorce counts
24. Birth Rate Trends - CDC birth certificate data showing family formation patterns
25. Dual-Income Household Prevalence - Bureau of Labor Statistics household employment data
26. Multi-Generational Housing Trends - Pew Research multi-gen household analysis
27. Student Loan Burden by Region - Department of Education Federal Student Aid portfolio by geography
28. Small Business Formation Rates - Census Business Formation Statistics new application trends
29. Gig Economy Participation - Bureau of Labor Statistics Contingent Worker Supplement data
30. Wealth Accumulation Patterns by Age - Federal Reserve Survey of Consumer Finances asset distribution

Market Competition & Share

31. Bank Branch Closure Data - FDIC Summary of Deposits branch location changes
32. Credit Union Field of Membership Overlaps - NCUA charter documents showing geographic/employer FOM
33. Fintech App Download Velocity - Sensor Tower, App Annie download rankings for Chime, SoFi, etc.
34. Big Bank Market Share Shifts - FDIC deposit market share reports by MSA
35. Community Bank Consolidation Trends - S&P Global M&A transaction data
36. Digital-Only Bank Growth Rates - Ally, Marcus, Discover direct banking account growth disclosures
37. Mortgage Origination Market Share - HMDA data showing lender volume by geography
38. Auto Loan Captive Finance Penetration - Experian State of Automotive Finance showing dealer vs. bank share
39. Credit Card Issuer Concentration - Nilson Report top issuer rankings
40. Payday Lender Density Maps - CFPB payday loan location data, state regulator reports
41. Buy Now Pay Later Adoption - Affirm, Afterpay merchant partnership announcements
42. Cryptocurrency Exchange Account Growth - Coinbase, Kraken user growth disclosures
43. Robo-Advisor Asset Flows - Betterment, Wealthfront AUM reporting
44. Insurance Bundling Penetration - J.D. Power insurance shopping studies
45. Peer-to-Peer Lending Volume Declines - LendingClub, Prosper origination statistics

Economic & Employment Signals

46. Unemployment Rate Changes by County - Bureau of Labor Statistics Local Area Unemployment data
47. Wage Growth by Industry Sector - BLS Quarterly Census of Employment and Wages
48. Gas Price Volatility Impact - EIA gasoline price data showing budget stress indicators
49. Housing Affordability Index Declines - NAR Housing Affordability Index by metro
50. Inflation Impact on Fixed-Income Households - BLS Consumer Price Index combined with Social Security benefit data
51. Seasonal Employment Patterns - BLS seasonal adjustment factors showing income volatility
52. Remote Work Migration Trends - Zillow work-from-home migration data
53. Commercial Real Estate Vacancy Rates - CoStar market analytics showing economic health
54. Consumer Confidence Drops - Conference Board Consumer Confidence Index by region
55. Small Business Closure Announcements - Yelp COVID-19 Economic Impact Report methodology applied to local markets
56. Supply Chain Disruption Indicators - Freight transportation data from Bureau of Transportation Statistics
57. Energy Cost Burden by Geography - EIA residential electricity price data
58. Healthcare Cost Increases - CMS National Health Expenditure growth rates
59. Childcare Availability & Cost - Child Care Aware state pricing reports
60. Student Loan Payment Resumption Impact - Department of Education borrower repayment entry data

Behavioral & Engagement Data

61. Call Center Volume Spikes - Industry benchmarks from Contact Center Pipeline on inquiry patterns
62. Website Traffic Source Analysis - SimilarWeb traffic composition for financial institutions
63. Mobile App Abandonment Rates - Localytics/Mixpanel financial services app engagement studies
64. Email Open Rate Degradation - Mailchimp Financial Services Industry benchmarks
65. Chat Bot Deflection Success - Gartner customer service chatbot effectiveness reports
66. Branch Appointment vs. Walk-in Ratios - Novantas branch traffic pattern research
67. IVR Navigation Path Analysis - Common phone tree abandonment points from Forrester studies
68. Social Media Sentiment Shifts - Brandwatch financial services sentiment analysis
69. Review Site Rating Declines - Trustpilot, Google Reviews scoring trends for competitors
70. Member Survey Response Rates - Qualtrics financial services engagement benchmarks
71. Financial Wellness Tool Adoption - Envestnet Yodlee tool usage statistics
72. Budgeting App Integration Requests - Plaid connection volume data for credit unions
73. Online Account Opening Abandonment - Marquis conversion rate benchmarks
74. Video Banking Uptake - Aite-Novarica video channel adoption reports
75. Document Upload Failure Rates - Alkami/Q2 digital account opening friction studies

Risk & Fraud Indicators

76. Identity Theft Report Concentrations - FTC Consumer Sentinel geographic fraud data
77. Check Fraud Incident Increases - FinCEN SAR Stats fraud trend reports
78. ACH Return Rate Spikes - NACHA return code frequency data
79. Credit Score Distribution Shifts - Experian, TransUnion VantageScore population reports
80. Synthetic Identity Creation Patterns - Federal Reserve synthetic fraud research
81. Scam Call Volume by Area Code - FCC robocall complaint data
82. Data Breach Notification Frequency - Identity Theft Resource Center breach reports
83. Phishing Attack Targeting Trends - APWG phishing activity trends report
84. Account Takeover Attempt Rates - Javelin Strategy identity fraud studies
85. Wire Transfer Fraud Loss Data - FBI IC3 wire fraud statistics

Regulatory & Compliance Landscape

86. CRA Assessment Area Changes - FFIEC Geocoding tool updates showing obligation shifts
87. HMDA Reporting Burden Indicators - CFPB HMDA filing volume data
88. State Usury Law Variations - NCSL interest rate cap legislation tracking
89. Data Privacy Law Implementation - IAPP state privacy law tracker (CCPA, CPRA, etc.)
90. Overdraft Fee Regulation Proposals - CFPB rulemaking dockets on fee restrictions
91. NCUA Examination Priority Shifts - NCUA Supervisory Priorities annual letters
92. CECL Adoption Impact Timelines - FASB current expected credit loss implementation data
93. Beneficial Ownership Reporting Requirements - FinCEN CDD rule compliance guidance
94. State Cannabis Banking Restrictions - NCSL marijuana banking law status
95. BSA/AML Penalty Frequency - FinCEN enforcement actions database

External Market Disruptions

96. Natural Disaster Declarations by FEMA - FEMA disaster declaration data showing member hardship zones
97. Major Employer Layoff Announcements - WARN Act notices by state labor departments
98. School District Budget Cuts - State education department fiscal reports affecting educator credit unions
99. Hospital System Merger Announcements - AHA merger/acquisition database for healthcare CU fields of membership
100. Utility Disconnection Rate Increases - State public utility commission hardship reports