For Data Scientists & ML Engineers · Asset Management Custody Banks

Asset Management & Custody Banks Data for Data Scientists

Asset Management Custody Banks data for data scientists: 11 datasets on one shelf. Every one delivered as API, files, or warehouse rows.

financial time series api for backtesting · alternative data for quantitative research · where to get training data for asset management custody banks models

Talk to us The full persona shelf
11datasets cleared the bar for this shelf
5rated top-tier for this persona
9.3mean quality, our 10-point scoring

API, files, or your warehouse. Daily, weekly, or hourly.

Why asset management & custody banks rewards data-science workflows

For a modeling audience this slice over-indexes on provenance and refresh discipline. Quality averages 9.3 out of 10 versus the 7.81 catalog-wide mean, and all eleven score 8 or higher, where only 62.8% of the catalog (1,096 datasets) manages that. The broader industry picture sits on the asset-management-custody-banks data hub.

What do data scientists ask about asset management & custody banks data?

Five questions cover what data scientists most often ask about this pairing, each answered from the records ranked above.

Straight answers

Is there a financial time series API here that works for backtesting?

Yes. The ECB's SDMX REST feed adds monthly euro-area fund aggregates since December 2008, verified at 211 observations.

Can I use asset management & custody banks data as alternative data for quantitative research?

Yes - fund holdings behave like classic alternative data. SEC Form N-PORT publishes security-level positions for all registered funds from October 2019 as quarterly ZIP TSVs, and the ECB reports euro-area fund flows monthly.

Where can I get training data for fund-flow and credit-risk models?

For fund-flow labels, train on N-PORT's quarterly holdings TSVs aligned to the ECB's monthly fund aggregates; for credit-risk features, pull FFIEC Call Report panels plus the H.8 weekly balance-sheet series running since January 1973. FRED Category 13 adds charge-off and deposit series, each addressable through the FRED API.

Rows before rollout

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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