For Investors & Quant Researchers · Asset Management Custody Banks
Asset Management & Custody Banks Data for Investors & Quants
Asset Management Custody Banks data for investors: 11 datasets on one shelf. Every one delivered as API, files, or warehouse rows.
best alternative data sources for investing · satellite imagery data for hedge funds · point-in-time fundamentals database · how do quants use asset management custody banks data
API, files, or your warehouse. Daily, weekly, or hourly.
What does asset management & custody banks data look like to a quant screen?
Five records carry a perfect quality score of 10 - Z.1, FRED, FFIEC CDR Bulk Data Download, FFIEC CDR Public Data Distribution and SEC Form N-PORT.
The relevance-2 tier below still earns its place - it covers navigation and European sector work rather than primary signal.
Which sources anchor point-in-time backtesting?
FRED serves series histories reaching back as far as 1776 in aggregate defaults and exposes vintage dates through ALFRED, so you can rebuild as-first-reported values instead of today's restatements. The Federal Reserve Data Download Program packages H.8 weekly series from 1973 and Z.1 quarterly tables from 1945 (annual to 1919) with from/to date controls. SEC Form N-PORT posts one immutable ZIP per quarter - 2019 Q4 through 2026 Q2 were live at research date - so each vintage stays frozen once published.
One caveat: every Z.1 refresh reissues full history, so archive your pulls rather than overwrite them.
How do you model custody banks specifically?
Custody is a balance-sheet and fiduciary business, and the regulators publish exactly those lines quarterly. FFIEC CDR Bulk Data Download delivers Call Report and UBPR populations for roughly 4,000+ commercial bank filers per quarter in tab-delimited and XBRL form.
Two Fed releases frame the funding side. H.8 estimates the aggregate US commercial bank balance sheet weekly from January 1973 - deposits, loans, securities, cash and borrowings split by large domestic, small domestic and foreign-related institutions - making it the standard read on deposit flight and funding stress. The Data Download Program wraps H.8, H.6, H.4.1, H.15 and charge-off rates into custom CSV/XML packages.
Which datasets cover fund flows and crowding?
SEC Form N-PORT Data Sets are the primary source: public-domain quarterly TSV-in-ZIP packages covering portfolio holdings, asset categories, derivatives, securities lending and fund-level financials for all US registered investment companies. The archive runs from October 2019 forward and totals well over 10 GB across 27 quarterly ZIPs - quarters range from about 229 MB (2019 Q4) to about 483 MB (2024 Q2).
For Europe, ECB Investment Fund Statistics publishes monthly outstanding amounts and transactions for euro-area funds by investment policy (equity, bond, mixed, real estate, hedge), open/closed-end and UCITS status - 211 monthly observations through June 2026, when fund assets stood near EUR 24.3 trillion.
Straight answers
What are the best alternative data sources for investing in asset management and custody banks?
Regulator publications lead. Fed Z.1 gives sector balances and mutual-fund and ETF levels from 1945:Q4, FFIEC CDR ships Call Report and UBPR populations for roughly 4,000+ bank filers per quarter, and SEC Form N-PORT provides security-level fund holdings quarterly since October 2019.
Where can I find a point-in-time fundamentals database for backtesting financials?
Use ALFRED vintages through FRED and the Fed Data Download Program's dated package builder - both preserve as-first-reported values. Z.1 quarterly CSVs run from 1945:Q4 and H.8 weekly series from January 1973, but each release refreshes full history, so timestamp and archive every pull. N-PORT quarterlies stay frozen once posted, making them naturally point-in-time.
Is satellite imagery data available for hedge funds covering banks?
No satellite imagery product qualifies for this pairing - none would measure custody or fund flows anyway.
How do quants use asset management & custody banks data?
As slow structural factors and fast stress gauges. Z.1 household and fund-sector balances drive allocation and leverage research; FFIEC Call Reports build cross-sectional profitability and capital panels; H.8 weekly deposits flag funding stress within days; N-PORT holdings measure crowding and securities-lending income. BIS cross-border claims extend liquidity analysis beyond the United States.
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Sample rows from any shelf entry — the field dictionary and coverage notes ride along. If the shelf misses what you need, say so; sourcing requests are half our job.
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