SBA 7(a) and 504 loan data reports for loans approved since FY1991.

Provides a list of all the datasets available in the Public Data Inventory for the Small Business Administration.

Complete set of loan-level data on the recipients of Paycheck Protection Program loans

SBA Disaster Loan Data provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

Analysis of ‘SBA Loans Case Data Set’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/larsen0966/sba-loans-case-data-set on 13 February 2022.

--- Dataset description provided by original source is as follows ---

Should This Loan be Approved or Denied?

If you like the data set and download it, an upvote would be appreciated.

The Small Business Administration (SBA) was founded in 1953 to assist small businesses in obtaining loans. Small businesses have been the primary source of employment in the United States. Helping small businesses help with job creation, which reduces unemployment. Small business growth also promotes economic growth. One of the ways the SBA helps small businesses is by guaranteeing bank loans. This guarantee reduces the risk to banks and encourages them to lend to small businesses. If the loan defaults, the SBA covers the amount guaranteed, and the bank suffers a loss for the remaining balance.

There have been several small business success stories like FedEx and Apple. However, the rate of default is very high. Many economists believe the banking market works better without the assistance of the SBA. Supporter claim that the social benefits and job creation outweigh any financial costs to the government in defaulted loans.

The Data Set

The original data set is from the U.S.SBA loan database, which includes historical data from 1987 through 2014 (899,164 observations) with 27 variables. The data set includes information on whether the loan was paid off in full or if the SMA had to charge off any amount and how much that amount was. The data set used is a subset of the original set. It contains loans about the Real Estate and Rental and Leasing industry in California. This file has 2,102 observations and 35 variables. The column Default is an integer of 1 or zero, and I had to change this column to a factor.

For more information on this data set go to https://amstat.tandfonline.com/doi/full/10.1080/10691898.2018.1434342

--- Original source retains full ownership of the source dataset ---

SBA Disaster Loan Data for Superstorm Sandy provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

An aggregated dataset of PPP (Paycheck Protection Program) SBA (Small Business Administration) loans involving 3 million businesses would be a comprehensive collection of financial information, aimed at analyzing the distribution and impact of these loans. This dataset would include key details such as the names of the businesses, loan amounts, loan disbursement dates, and the terms of the loans. Additionally, the dataset would contain information on board members of these businesses, providing insights into the governance structures and potential networks influencing the flow of SBA funds. This aspect of the dataset can be crucial for understanding the distribution patterns of PPP loans, identifying trends in funding allocation among different types of businesses, and examining any correlations between board composition and loan receipt. Such a dataset would be valuable for various analyses, including: Financial Analysis: Assessing the financial health and stability of businesses that received PPP loans, and understanding how these loans have impacted their operations during challenging economic times. Governance Analysis: Evaluating the role of board members in acquiring PPP loans, and whether certain types of governance structures were more successful in securing funds. Economic Impact Assessment: Measuring the broader economic impact of the PPP loans, such as job retention, business survival rates, and sector-wise distribution of funds. Network Analysis: Mapping the connections between different businesses and their board members to identify any potential networks or clusters that may have influenced the flow of funds. Policy Evaluation: Providing data-driven insights to policymakers for assessing the effectiveness of the PPP program and for planning future economic relief measures.

description: These files include a loan level list of all 7(a) and 504 loans approved since January 1, 1990 as well as the corresponding Data Dictionary. SBA 7(a) and 504 Loan Data Dictionary ,Monthly Report of SBA 7(a) and 504 Loan Data,1990 - 1999 SBA 7a Loan Data , 2000 - Present SBA 7(a) Loan Data and 1990 - Present SBA 504 Loan Data.; abstract: These files include a loan level list of all 7(a) and 504 loans approved since January 1, 1990 as well as the corresponding Data Dictionary. SBA 7(a) and 504 Loan Data Dictionary ,Monthly Report of SBA 7(a) and 504 Loan Data,1990 - 1999 SBA 7a Loan Data , 2000 - Present SBA 7(a) Loan Data and 1990 - Present SBA 504 Loan Data.

This dataset contains non-personally identifiable (non-PII) data from the U.S. Small Business Administration (SBA) Disaster Loan Program. Following a declared disaster, the SBA provides disaster assistance in the form of low-interest, long-term disaster loans for damages not covered by insurance or other recoveries to businesses of all sizes, private nonprofit organizations, as well as homeowners and renters. For more information about the SBA Disaster Loan Program, please visit www.sba.gov/disasterassistance. This dataset includes raw, unedited data from SBA’s Disaster Credit Management System (DCMS) which may have been entered directly by disaster survivors and as such is subject to human error. Additionally, the dollar values in the data set may not reflect subsequent changes to verified losses or approved loan amounts. SBA adjusts damages and loan amounts as needed based on the availability of new or corrected information. For example, verified loss and approved loan amounts may be increased later if new damages are discovered or the cost of repairs increase during the rebuilding project. Similarly, loan amounts may be decreased if the disaster survivor receives additional recoveries from insurance or grant assistance which duplicate SBA’s assistance, thereby decreasing the overall loan eligibility. This dataset is not intended to be an official Federal report, and should not be considered as such. If you have media inquiries about the SBA Disaster Loan Program, please email SBA’s Office of Communications and Public Liaison at press_office@sba.gov. For inquiries about how to submit a Freedom of Information Act (FOIA) or a Privacy Act request, please contact SBA’s Freedom of Information/Privacy Acts Office by email at foia@sba.gov. For all other inquiries about this data set, including requests from States and local governments for more detailed loan data, please email the SBA’s Office of Disaster Assistance’s Data Steward, Alejandro Contreras, at alejandro.contreras@sba.gov. Information for State and local governments on how to request a data sharing agreement with SBA to help identify and prevent duplications of benefits.

SBA Disaster Loan Data for FY2017 provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

Reflects total recovery rates, as a percent of the purchase amounts by purchase year, for the four large guarantied programs and an aggregate total for the small guarantied programs.

SBA Disaster Loan Data for FY2016 provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

SBA Disaster Loan Data for FY2013 provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

SBA Disaster Loan Data for FY 2005 provides verified loss and approved loan amount totals for both home and business disaster loans, segmented by city, county, zip code and state.

United States SBP: FI: Received Fin'l Assistance: SBA Loan Forgiveness data was reported at 3.700 % in 04 Oct 2020. This records an increase from the previous number of 2.900 % for 27 Sep 2020. United States SBP: FI: Received Fin'l Assistance: SBA Loan Forgiveness data is updated weekly, averaging 3.000 % from Apr 2020 (Median) to 04 Oct 2020, with 18 observations. The data reached an all-time high of 5.100 % in 30 Aug 2020 and a record low of 1.600 % in 26 Apr 2020. United States SBP: FI: Received Fin'l Assistance: SBA Loan Forgiveness data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S036: Small Business Pulse Survey: by Sector: Weekly, Beg Sunday (Discontinued).

This dataset contains non-personally identifiable (non-PII) data from the U.S. Small Business Administration (SBA) Disaster Loan Program for Superstorm Sandy. Following a declared disaster, the SBA provides disaster assistance in the form of low-interest, long-term disaster loans for damages not covered by insurance or other recoveries to businesses of all sizes, private nonprofit organizations, as well as homeowners and renters. For more information about the SBA Disaster Loan Program, please visit www.sba.gov/disasterassistance. This dataset includes raw, unedited data from SBA’s Disaster Credit Management System (DCMS) which may have been entered directly by disaster survivors and as such is subject to human error. Additionally, the dollar values in the data set may not reflect subsequent changes to verified losses or approved loan amounts. SBA adjusts damages and loan amounts as needed based on the availability of new or corrected information. For example, verified loss and approved loan amounts may be increased later if new damages are discovered or the cost of repairs increase during the rebuilding project. Similarly, loan amounts may be decreased if the disaster survivor receives additional recoveries from insurance or grant assistance which duplicate SBA’s assistance, thereby decreasing the overall loan eligibility. This dataset is not intended to be an official Federal report, and should not be considered as such. If you have media inquiries about the SBA Disaster Loan Program, please email Carol Chastang in SBA’s Office of Communications and Public Liaison at carol.chastang@sba.gov. For inquiries about how to submit a Freedom of Information Act (FOIA) or a Privacy Act request, please contact SBA’s Freedom of Information/Privacy Acts Office by email at foia@sba.gov or by phone at (202) 404-8203. For all other inquiries about this data set, including requests from States and local governments for more detailed loan data, please email the SBA’s Office of Disaster Assistance’s Data Steward, Alejandro Contreras, at alejandro.contreras@sba.gov.

Graph and download economic data for Average Loan Size of Loans Backed by Small Business Administration (SBA), All Commercial Banks (DISCONTINUED) (EABNQ) from Q3 2012 to Q2 2017 about SBA, loans, banks, depository institutions, and USA.

Aggregated Paycheck Protection Program (PPP) Loan Data

  Aggregated Paycheck Protection Program (PPP) Loan Data 
  Geography Level: State, CountyItem Vintage: Not Available
  Update Frequency: UnknownAgency: SBAAvailable File Type: Excel with website link 

  Return to Other Federal Agency Datasets Page

United States SBP: TW: Received Fin'l Assistance: SBA Loan Forgiveness data was reported at 10.200 % in 04 Oct 2020. This records a decrease from the previous number of 10.300 % for 27 Sep 2020. United States SBP: TW: Received Fin'l Assistance: SBA Loan Forgiveness data is updated weekly, averaging 7.200 % from Apr 2020 (Median) to 04 Oct 2020, with 18 observations. The data reached an all-time high of 10.300 % in 27 Sep 2020 and a record low of 3.800 % in 10 May 2020. United States SBP: TW: Received Fin'l Assistance: SBA Loan Forgiveness data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S046: Small Business Pulse Survey: by Sector: Weekly, Beg Sunday (Discontinued).

Graph and download economic data for Percent of Value of Loans, Small Business Administration (SBA) Backed for All Commercial and Industry Loans, Other Risk (Acceptable), Small Domestic Banks (DISCONTINUED) (EBAOXSSNQ) from Q3 2012 to Q2 2017 about SBA, commercial, domestic, percent, loans, banks, depository institutions, industry, and USA.