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Free teaser: 25-row sample + aggregate summary

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  1. README.md +134 -0
  2. sample.csv +26 -0
  3. summary_by_state.csv +53 -0
README.md ADDED
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+ ---
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+ license: other
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+ license_name: tensorust-sample-license
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+ license_link: https://tensorust.com/datasets/frpp-underutilized/
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+ pretty_name: "Underused Federal Buildings (free sample)"
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+ language:
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+ - en
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+ tags:
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+ - tensorust
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+ - sample
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+ - property-and-housing
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+ - government-data
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+ - finance
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+ size_categories:
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+ - n<1K
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+ configs:
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+ - config_name: sample
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+ data_files:
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+ - split: train
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+ path: sample.csv
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+ - config_name: summary
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+ data_files:
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+ - split: train
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+ path: summary_by_state.csv
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+ ---
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+
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+ # Underused Federal Buildings: free sample (Tensorust LLC)
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+
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+ 7,198 federal buildings and land assets reported underused, empty or headed for disposal, with square feet, condition and carrying cost.
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+
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+ **Headline:** Every asset in the FY2024 Federal Real Property Profile (FRPP) public data set that its agency reports as underutilized or unutilized, or that sits in the disposal pipeline (determination to dispose, report of excess, surplus, or cannot currently be disposed).
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+
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+ This repository is a **free teaser**, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has **7,198 rows** and is sold by Tensorust LLC: **[https://tensorust.com/datasets/frpp-underutilized/](https://tensorust.com/datasets/frpp-underutilized/)**.
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+
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+ ## Files here
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+
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+ | file | what it is |
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+ |---|---|
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+ | `sample.csv` | 25 rows of the full file (the same sample shown on tensorust.com) |
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+ | `summary_by_state.csv` | row counts and totals by state across the full file, no entity names (groups with fewer than 3 rows are folded into "Other") |
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+
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+ ## Summary by state (largest groups)
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+
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+ | State | rows | Annual carrying cost (USD) |
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+ |---|---|---|
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+ | CALIFORNIA | 812 | 32,060,221 |
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+ | WASHINGTON | 585 | 25,212,893 |
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+ | SOUTH CAROLINA | 473 | 6,865,745 |
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+ | ILLINOIS | 414 | 3,406,593 |
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+ | TENNESSEE | 390 | 24,535,055 |
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+ | ARIZONA | 376 | 862,814 |
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+ | NEW MEXICO | 359 | 10,931,890 |
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+ | MARYLAND | 323 | 17,886,981 |
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+ | NEW YORK | 251 | 9,127,231 |
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+ | OHIO | 242 | 13,385,857 |
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+ | OREGON | 199 | 3,947,883 |
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+ | KENTUCKY | 191 | 22,281,785 |
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+ | TOTAL | 7,198 | 223,184,191 |
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+
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+ Full table: `summary_by_state.csv`.
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+
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+ ## What the full file has
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+
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+ - 7,198 rows
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+ - Key fields: frpp_id, reporting_agency, reporting_bureau, using_agency, property_type, property_use, legal_interest, utilization, asset_status, reason_cannot_dispose
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+ - Parquet and CSV, a README with sources, method and limits, and the build script
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+ - Free 25-row sample (no personal contact data)
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+
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+ Coverage: Civilian and other agencies in the FRPP public release; GSA excludes assets withheld for national security and FOIA reasons, and most DoD data. FY2024 FRPP (Sep 30, 2024), published Jul 2025; built Nov 6, 2026. Re-run when the FY2025 public data set is released.
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+
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+ ### Columns in the full file
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+
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+ | column | meaning |
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+ |---|---|
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+ | `frpp_id` | FRPP real property unique identifier |
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+ | `reporting_agency` | Agency that reports the asset |
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+ | `reporting_bureau` | Bureau that reports the asset |
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+ | `using_agency` | Agency using the asset |
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+ | `property_type` | Building, land or structure |
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+ | `property_use` | Reported use (office, warehouse, housing...) |
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+ | `legal_interest` | Owned, leased or otherwise managed |
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+ | `utilization` | Utilized / Underutilized / Unutilized (buildings only) |
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+ | `asset_status` | FRPP asset status (current need, determination to dispose, excess, surplus...) |
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+ | `reason_cannot_dispose` | Agency's reason it cannot currently dispose of the asset |
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+ | `consecutive_years_underutilized` | Consecutive years reported underutilized |
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+ | `year_reported_underutilized` | Year first reported underutilized |
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+ | `days_underutilized` | Days underutilized |
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+ | `square_feet` | Building square feet |
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+ | `acres` | Acres (land) |
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+ | `year_built` | Year of construction |
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+ | `condition_index` | FRPP condition index (100 = best) |
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+ | `replacement_value` | Replacement value, USD |
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+ | `repair_needs` | Repair needs, USD |
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+ | `annual_operations_cost` | Annual operations cost, USD |
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+ | `annual_maintenance_cost` | Annual maintenance cost, USD |
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+ | `lease_annual_rent` | Annual rent paid to lessor, USD (leased assets) |
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+ | `lease_expiration_date` | Lease expiration (leased assets) |
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+ | `historical_status` | National Register status |
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+ | `installation_name` | Installation name |
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+ | `street_address` | Street address |
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+ | `city` | City |
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+ | `county` | County |
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+ | `state` | State |
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+ | `zip` | ZIP code |
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+ | `latitude` | Latitude |
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+ | `longitude` | Longitude |
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+ | `fiscal_year` | FRPP fiscal year |
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+ | `annual_carrying_cost` | Operations + maintenance + lease rent, USD a year |
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+
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+ ## Get the full file
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+
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+ | tier | price | includes |
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+ |---|---|---|
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+ | State or agency file | $750 | Every underused or disposal-pipeline asset for one state or one agency, CSV and Excel. |
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+ | National file | $3,500 | All 7,198 assets nationwide with every field, CSV, Parquet and Excel. |
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+ | National file with updates | $6,000 a year | The national file plus the re-run on each new FRPP release and a year-over-year change list (newly underused, disposed). |
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+
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+ Email **mattbusel@tensorust.com** with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: [https://tensorust.com/datasets/frpp-underutilized/](https://tensorust.com/datasets/frpp-underutilized/). All datasets: https://tensorust.com/datasets/
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+
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+ ## Method and limits
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+
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+ Load the FRPP FY2024 public xlsx, keep assets with Utilization in {Underutilized, Unutilized} or Asset Status in the disposal pipeline, clean numeric fields, and sum operations, maintenance and lease rent as annual carrying cost.
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+
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+ Not a list of properties for sale; disposal goes through GSA and agency processes. Not a valuation. Utilization is agency self-reported and only applies to buildings. Excludes withheld and most DoD assets.
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+
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+ ## Sources
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+
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+ - GSA Federal Real Property Profile (FRPP) Public Data Set, FY2024 (inventory.data.gov, file dated Jul 2, 2025)
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+
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+ ## License
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+
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+ The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/frpp-underutilized/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.
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+
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+ Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com
sample.csv ADDED
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+ frpp_id,reporting_agency,reporting_bureau,using_agency,property_type,property_use,legal_interest,utilization,asset_status,reason_cannot_dispose,consecutive_years_underutilized,year_reported_underutilized,days_underutilized,square_feet,acres,year_built,condition_index,replacement_value,repair_needs,annual_operations_cost,annual_maintenance_cost,lease_annual_rent,lease_expiration_date,historical_status,installation_name,street_address,city,county,state,zip,latitude,longitude,fiscal_year,annual_carrying_cost
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+ 99557,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Cannot Currently be Disposed,Environmental Remediation,0,,,2823669.0,,1955.0,,815312436.0,,4459493.0,709722.0,,,"Evaluated, Not Historic",Portsmouth Gaseous,,PIKETON,PIKE,OHIO,45661.0,39.0666964,-83.0833028,2024.0,5169215.0
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+ 99556,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Cannot Currently be Disposed,Environmental Remediation,0,,,2759680.0,,1955.0,,845800642.0,,4358435.0,955918.0,,,"Evaluated, Not Historic",Portsmouth Gaseous,,PIKETON,PIKE,OHIO,45661.0,39.0666964,-83.0833028,2024.0,5314353.0
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+ 99422,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,2130120.0,,1953.0,,627248603.0,,4165099.0,66878.0,,,National Register Eligible (NRE),Paducah Gaseous,,KEVIL,BALLARD,KENTUCKY,42053.0,37.0776407,-88.8299263,2024.0,4231977.0
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+ 99425,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,2130120.0,,1954.0,,627248603.0,,4165099.0,38999.0,,,National Register Eligible (NRE),Paducah Gaseous,,KEVIL,BALLARD,KENTUCKY,42053.0,37.0776407,-88.8299263,2024.0,4204098.0
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+ MO0551,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Warehouses,Owned,Unutilized,Cannot Currently be Disposed,Other,11,2014.0,3901.0,1037145.0,,1956.0,,,,,,,,"Evaluated, Not Historic",Federal Records Center 100,,OVERLAND,ST LOUIS,MISSOURI,63132.0,38.6877,-90.3707,2024.0,
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+ 99424,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,1029120.0,,1954.0,,317930699.0,,2012275.0,92088.0,,,National Register Eligible (NRE),Paducah Gaseous,,KEVIL,BALLARD,KENTUCKY,42053.0,37.0776407,-88.8299263,2024.0,2104363.0
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+ 99421,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,1029120.0,,1953.0,,317930699.0,,1131883.0,120805.0,,,National Register Eligible (NRE),Paducah Gaseous,,KEVIL,BALLARD,KENTUCKY,42053.0,37.0776407,-88.8299263,2024.0,1252688.0
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+ 98379,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,612842.0,,1944.0,,561273500.0,,2299973.0,537403.0,,,National Register Eligible (NRE),Y-12 National Security Complex,,OAK RIDGE,ANDERSON,TENNESSEE,37830.0,36.0160217,-84.2522762,2024.0,2837376.0
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+ 6571,VETERANS AFFAIRS,DEPARTMENT OF VETERANS AFFAIRS,VETERANS AFFAIRS,Building,Hospital,Owned,Utilized,Determination to Dispose,,0,,,585159.0,,1953.0,61.886,650966148.0,248106268.7,0.0,3953063.0,,,"Evaluated, Not Historic",St Louis-John Cochran Division,915 N Grand Blvd,ST. LOUIS,ST. LOUIS (CITY),MISSOURI,631061621.0,38.6423409,-90.2308444,2024.0,3953063.0
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+ 98378,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,561900.0,,1945.0,,152133024.0,,1142971.0,0.0,,,National Register Eligible (NRE),Y-12 National Security Complex - EM,,OAK RIDGE,ANDERSON,TENNESSEE,37830.0,36.0160217,-84.2522762,2024.0,1142971.0
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+ 5491GL,VETERANS AFFAIRS,DEPARTMENT OF VETERANS AFFAIRS,VETERANS AFFAIRS,Building,Hospital,Owned,Underutilized,Current Mission Need,,1,2024.0,248.0,489061.0,,1961.0,72.755,155995332.3,42500283.0,2693128.0,3258000.0,,,Not Evaluated,Dallas VA Medical Center,2300 Marie Curie Dr,GARLAND,DALLAS,TEXAS,75042.0,32.91948,-96.66201,2024.0,5951128.0
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+ 6031,VETERANS AFFAIRS,DEPARTMENT OF VETERANS AFFAIRS,VETERANS AFFAIRS,Building,Hospital,Owned,Utilized,Determination to Dispose,,0,,,475123.0,,1952.0,89.524,466646489.7,48886207.88,5520948.0,1554661.0,,,National Register Listed (NRL),Robley Rex VA Medical Center,800 Zorn Ave,LOUISVILLE,JEFFERSON,KENTUCKY,402061433.0,38.2704614,-85.6971485,2024.0,7075609.0
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+ 211358,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,All Other,Owned,,Cannot Currently be Disposed,Environmental Remediation,0,,,385010.0,,1954.0,,30296110.0,,306210.0,0.0,,,National Register Eligible (NRE),Savannah River Site,,BARNWELL,BARNWELL,SOUTH CAROLINA,29812.0,33.2269457,-81.3595531,2024.0,306210.0
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+ 211357,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,All Other,Owned,,Cannot Currently be Disposed,Environmental Remediation,0,,,385010.0,,1953.0,,29915789.0,,306210.0,0.0,,,National Register Eligible (NRE),Savannah River Site,,BARNWELL,BARNWELL,SOUTH CAROLINA,29812.0,33.2269457,-81.3595531,2024.0,306210.0
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+ MO0612,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Office,Owned,Utilized,Report of Excess Submitted,,0,,,372212.0,,1942.0,,,,,,,,"Evaluated, Not Historic",FEDERAL CTR BG 105,,ST. LOUIS,ST. LOUIS (CITY),MISSOURI,63120.0,38.6914,-90.2671,2024.0,
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+ DC0648,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Office,Owned,Unutilized,Disposed,,20,2005.0,7188.0,350000.0,,,,,,,,,,National Register Eligible (NRE),NYA 202,,WASHINGTON,DISTRICT OF COLUMBIA,DISTRICT OF COLUMBIA,20370.0,38.8756,-76.9993,2024.0,
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+ FDA.1158,AGRICULTURE,DEPARTMENTAL ADMINISTRATION,AGRICULTURE,Building,Office,Owned,Underutilized,Current Mission Need,,7,2018.0,2440.0,350000.0,,1998.0,90.789,80500000.0,7415245.4,4661661.85,4021169.56,,,"Evaluated, Not Historic",DEPARTMENT OF AGRICULTURE HEADQUARTERS,5601 Sunnyside Avenue,BELTSVILLE,PRINCE GEORGE'S,MARYLAND,20705.0,39.0202981,-79.9094437,2024.0,8682831.41
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+ MO0609,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Office,Owned,Utilized,Report of Excess Submitted,,0,,,337650.0,,1942.0,,,,,,,,"Evaluated, Not Historic",FEDERAL CTR BG 104,,ST. LOUIS,ST. LOUIS (CITY),MISSOURI,63120.0,38.6914,-90.2671,2024.0,
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+ 98376,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Laboratories,Owned,Unutilized,Determination to Dispose,,7,2018.0,2440.0,324448.0,,1943.0,,165224775.0,,1217642.0,464.0,,,National Register Eligible (NRE),Y-12 National Security Complex,,OAK RIDGE,ANDERSON,TENNESSEE,37830.0,36.0160217,-84.2522762,2024.0,1218106.0
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+ 98387,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,313771.0,,1945.0,,308869386.0,,1177569.0,870185.0,,,National Register Eligible (NRE),Y-12 National Security Complex,,OAK RIDGE,ANDERSON,TENNESSEE,37830.0,36.0160217,-84.2522762,2024.0,2047754.0
22
+ 116044,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Cannot Currently be Disposed,Environmental Remediation,0,,,273320.0,,1956.0,,260827732.0,,918980.0,148474.0,,,National Register Eligible (NRE),Richland Operations Office,,RICHLAND,BENTON,WASHINGTON,99354.0,46.3188962,-119.280347,2024.0,1067454.0
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+ FL0089,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Courthouse,Owned,,Report of Excess Submitted,,0,,,257948.0,,1978.0,,,,,,,,National Register Eligible (NRE),"FB-CT, FORT LAUDERDALE, FL",,FORT LAUDERDALE,BROWARD,FLORIDA,33301.0,26.1229,-80.1412,2024.0,
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+ 98386,ENERGY,DEPARTMENT OF ENERGY,ENERGY,Building,Industrial,Owned,,Determination to Dispose,,0,,,255656.0,,1945.0,,132516521.0,,1051202.0,628331.0,,,National Register Eligible (NRE),Y-12 National Security Complex,,OAK RIDGE,ANDERSON,TENNESSEE,37830.0,36.0160217,-84.2522762,2024.0,1679533.0
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+ MO0606,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Office,Owned,Utilized,Report of Excess Submitted,,0,,,247341.0,,1942.0,,,,,,,,"Evaluated, Not Historic",FEDERAL CTR BG 103,,ST. LOUIS,ST. LOUIS (CITY),MISSOURI,63120.0,38.6914,-90.2671,2024.0,
26
+ MO0603,GENERAL SERVICES ADMINISTRATION,GENERAL SERVICES ADMINISTRATION,,Building,Office,Owned,Unutilized,Cannot Currently be Disposed,Other,11,2014.0,3901.0,245830.0,,1942.0,,,,,,,,"Evaluated, Not Historic",FEDERAL CTR BG 102,,ST. LOUIS,ST. LOUIS (CITY),MISSOURI,63120.0,38.6911,-90.2692,2024.0,
summary_by_state.csv ADDED
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+ State,rows,Annual carrying cost (USD)
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+ CALIFORNIA,812,32060221
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+ WASHINGTON,585,25212893
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+ SOUTH CAROLINA,473,6865745
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+ ILLINOIS,414,3406593
6
+ TENNESSEE,390,24535055
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+ ARIZONA,376,862814
8
+ NEW MEXICO,359,10931890
9
+ MARYLAND,323,17886981
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+ NEW YORK,251,9127231
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+ OHIO,242,13385857
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+ OREGON,199,3947883
13
+ KENTUCKY,191,22281785
14
+ VIRGINIA,191,4012107
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+ FLORIDA,154,4880320
16
+ IDAHO,153,4856219
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+ NEVADA,143,1016728
18
+ COLORADO,140,1621311
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+ TEXAS,139,9606121
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+ NEW JERSEY,128,212708
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+ MONTANA,125,622793
22
+ NORTH CAROLINA,106,53104
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+ ALASKA,102,2705860
24
+ WYOMING,102,1037816
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+ WEST VIRGINIA,101,265556
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+ PENNSYLVANIA,81,1383596
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+ MISSISSIPPI,71,281920
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+ MASSACHUSETTS,70,129927
29
+ MISSOURI,67,4894119
30
+ ALABAMA,64,1262130
31
+ (blank),56,2136769
32
+ OKLAHOMA,56,569522
33
+ MICHIGAN,55,501879
34
+ ARKANSAS,52,1018785
35
+ WISCONSIN,52,1248013
36
+ SOUTH DAKOTA,48,582401
37
+ NEBRASKA,41,306058
38
+ MINNESOTA,35,423515
39
+ GEORGIA,34,3273427
40
+ MAINE,34,454640
41
+ UTAH,32,21164
42
+ NORTH DAKOTA,31,25101
43
+ HAWAII,22,136868
44
+ INDIANA,20,51476
45
+ KANSAS,17,884665
46
+ LOUISIANA,15,200423
47
+ CONNECTICUT,14,537635
48
+ IOWA,10,238166
49
+ DISTRICT OF COLUMBIA,8,0
50
+ NEW HAMPSHIRE,8,1096448
51
+ DELAWARE,3,115727
52
+ VERMONT,3,14226
53
+ TOTAL,7198,223184191