For Data Scientists & ML Engineers · Investment Banking Brokerage
Investment Banking & Brokerage Data for Data Scientists
Investment Banking Brokerage data for data scientists: 13 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 investment banking brokerage models
API, files, or your warehouse. Daily, weekly, or hourly.
What can data scientists model on in investment banking & brokerage?
Datadory gates persona-industry pages at three datasets scoring relevance 2 or higher; investment banking & brokerage clears that bar twelve times over, with thirteen records qualifying in total and seven hitting maximum relevance 3 for modeling audiences. Quality averages 8.2 out of 10 against the 7.81 mean across the 1,744 datasets Datadory catalogs, and ten of the thirteen score 8 or higher - a bar only 62.8% of the catalog (1,096 datasets) clears. The wider inventory sits on the investment-banking-brokerage data hub.
How do you assemble a training stack from these thirteen sources?
A five-layer stack covers most quantitative work on this sector:
For the same treatment of other industries, browse all data-scientists resources.
What do data scientists ask about investment banking & brokerage?
Five questions cover what data scientists most often ask about this pairing, each answered from the thirteen records ranked above.
Straight answers
Where can I find alternative data for quantitative research on broker-dealers?
Form N-PORT quarterly ZIP archives from Data.gov add fund-holdings depth.
Where do you get training data for IPO pricing models?
Jay Ritter IPO Data is the canonical label source: Excel underpricing and long-run-return series spanning 1975 to present, refreshed annually. Pair it with SIFMA Fact Book Excel tables for issuance context, Census QFR profitability-by-industry panels for issuer health, and World Bank market-cap and turnover series for country conditions.
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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