The Financial Statements of U.S. Nonbank Subsidiaries of U.S. Holding Companies (FR Y-11; FR Y-11S) reporting forms collect financial information for individual nonfunctional regulated U.S. nonbank subsidiaries of domestic holding companies, which is essential for monitoring the subsidiaries' potential impact on the condition of the holding company or its subsidiary banks. Holding companies file the FR Y-11 on a quarterly or annual basis or the FR Y-11S on an annual basis, predominantly based on whether the organization meets certain asset size thresholds. The FR Y-11 data are used with other holding company data to assess the condition of holding companies that are heavily engaged in nonbanking activities and to monitor the volume, nature, and condition of their nonbanking operations.

The FR Y-7N and FR Y-7NS collect financial information for non-functionally regulated U.S. nonbank subsidiaries held by foreign banking organizations (FBOs) other than through a U.S. bank holding company (BHC), financial holding company (FHC), or U.S. bank. FBOs file the FR Y-7N quarterly or annually or the FR Y-7NS annually predominantly based on asset size thresholds. The FR Y-7Q collects consolidated regulatory capital information from all FBOs either quarterly or annually. Part 1A of the FR Y-7Q is filed quarterly by FBOs that have effectively elected to become U.S. FHCs and by FBOs that have total consolidated assets of $50 billion or more, regardless of FHC status. Part 1B of the FR Y-7Q is filed quarterly by FBOs with combined U.S. assets of $100 billion or more, or combined U.S. assets of less than $100 billion but total consolidated assets of $250 billion or more. All other FBOs file the FR Y-7Q annually.

This reporting form collects information on covered transactions between an insured depository institution and its affiliates that are subject to the quantitative limits and other requirements of section 23A of the Federal Reserve Act (12 U.S.C. § 371c) and the Board's Regulation W - Transactions Between Member Banks and Their Affiliates (12 CFR Part 223). The FR Y-8 is filed quarterly by all U.S. top-tier bank holding companies (BHCs), intermediate holding companies (IHCs), and savings and loan holding companies (SLHCs); and by foreign banking organizations (FBOs) that directly own or control a U.S. subsidiary insured depository institution (collectively, holding companies). If an FBO indirectly controls a U.S. insured depository institution through a domestic U.S. holding company, the domestic U.S. holding company must file the FR Y-8. A respondent must file a separate FR Y-8 report for each U.S. insured depository institution it controls. If an insured depository institution does not conduct any section 23A covered transactions with an affiliate in a particular quarter, its parent holding company is not required to submit an FR Y-8 report for that quarter with respect to that subsidiary.

Graph and download economic data for Large Bank Consumer Mortgage Balances: Total Balances (RCMFLBBALTOT) from Q3 2012 to Q4 2024 about FR Y-14M, large, balance, mortgage, consumer, banks, depository institutions, and USA.

Graph and download economic data for Large Bank Consumer Mortgage Originations: Original Loan-to-Value (LTV): 75th Percentile (RCMFLOLTVPCT75) from Q3 2012 to Q4 2024 about FR Y-14M, origination, large, percentile, mortgage, loans, consumer, banks, depository institutions, and USA.

The Financial Statements of Holding Companies (FR Y-9 Reports) collects standardized financial statements from domestic holding companies (HCs). This is pursuant to the Bank Holding Company Act of 1956, as amended (BHC Act), and the Home Owners Loan Act (HOLA). The FR Y-9C is used to identify emerging financial risks and monitor the safety and soundness of HC operations. HCs file the FR Y-9C and FR Y-9LP quarterly, the FR Y-9SP semiannually, the FR Y-9ES annually, and the FR Y-9CS on a schedule that is determined when this supplement is used.

Graph and download economic data for Large Bank Consumer Mortgage Balances: Original Back-End Debt-to-Income (DTI): 50th Percentile (RCMFLBBEDTIPCT50) from Q3 2012 to Q4 2024 about FR Y-14M, origination, large, percentile, balance, mortgage, debt, consumer, banks, depository institutions, and USA.

The Banking Organization Systemic Risk Report(FR Y-15) collects systemic risk data from large U.S. bank holding companies (BHCs), covered savings and loan holding companies (SLHCs), foreign banking organizations (FBOs) with combined U.S. assets of $100 billion or more, including, if applicable, any U.S. intermediate holding company (IHC) of the FBO, and U.S.-based organizations designated as global systemically important banks (GSIBS). This is collected on a quarterly basis.

Graph and download economic data for Large Bank Consumer Credit Card Balances: Current Credit Score: 25th Percentile (RCCCBSCOREPCT25) from Q3 2012 to Q4 2024 about score, FR Y-14M, consumer credit, credit cards, large, percentile, balance, credits, loans, consumer, banks, depository institutions, and USA.

Graph and download economic data for Large Bank Consumer Credit Card Balances: Accounts with Credit Line Decrease (RCCCBPCTCLDEC) from Q4 2012 to Q4 2024 about accounts, FR Y-14M, consumer credit, credit cards, large, balance, credits, loans, consumer, banks, depository institutions, and USA.

Graph and download economic data for Large Bank Consumer Mortgage Balances: Original Front-End Debt-to-Income (DTI): 90th Percentile (RCMFLBFEDTIPCT90) from Q3 2012 to Q4 2024 about FR Y-14M, origination, large, percentile, balance, mortgage, debt, consumer, banks, depository institutions, and USA.

The European Banking Authority (EBA) published the results of its 2011 EU-wide stress test of 90 banks in 21 countries. The aim of the 2011 EU-wide stress test is to assess the resilience of financial institutions to adverse market developments, as well as to contribute to the overall assessment of systemic risk in the EU financial system.

Financial overview and grant giving statistics of Y House

Graph and download economic data for Large Bank Consumer Mortgage Originations: Original Loan Size: 50th Percentile (RCMFLOORIGLOANSIZEPCT50) from Q3 2012 to Q4 2024 about FR Y-14M, origination, large, percentile, mortgage, loans, consumer, banks, depository institutions, and USA.

In 2022, around 43 percent of millennials in Germany used family and friends as a source of financial information. The second most popular source was consultations, which were used by 38 percent of people surveyed.

Financial overview and grant giving statistics of Y Africa

Graph and download economic data for Large Bank Consumer Mortgage Balances: Original Back-End Debt-to-Income (DTI): 75th Percentile (RCMFLBBEDTIPCT75) from Q3 2012 to Q4 2024 about FR Y-14M, origination, large, percentile, balance, mortgage, debt, consumer, banks, depository institutions, and USA.

Financial overview and grant giving statistics of Y & H Foundation

Financial overview and grant giving statistics of Y Kwong and R Fok Foundation Inc.

Context

This is probably the dumbest dataset on Kaggle. The whole point is, however, to provide a common dataset for linear regression. Although such a dataset can easily be generated in Excel with random numbers, results would not be comparable.

Content

The training dataset is a CSV file with 700 data pairs (x,y). The x-values are numbers between 0 and 100. The corresponding y-values have been generated using the Excel function NORMINV(RAND(), x, 3). Consequently, the best estimate for y should be x. The test dataset is a CSV file with 300 data pairs.

Acknowledgements

Thank you, Dan Bricklin and Bob Frankston for inventing the first spreadsheet.

Inspiration

I hope this dataset will encourage all newbies to enter the world of machine learning, possibly starting with a simple linear regression.

Data license

Obviously, data is free.