Data-Driven Infrastructure Planning for Uncertain and Changing User Demand

University of Minnesota-Twin Cities (Minneapolis, Minnesota): engineering. Its award of $334,264 is below the median of $398,990 (42nd percentile). Dated 115 days ago, it serves as a historical benchmark. Score 55/100. As of 2026-11-03, from U.S. National Science Foundation Awards API.

Data as of · Compiled by Zalwin from U.S. National Science Foundation Awards API

award: $334,264 · 42th percentile of 2,990 NsfAwardPulse records · 0.8x the median

Free preview: all 10 published fields of this record are shown below. Locked: 35 related MN NsfAwardPulse records and the 5-column CSV export.

FieldValue
InstitutionUniversity of Minnesota-Twin Cities
LocationMINNEAPOLIS, MN
ProjectData-Driven Infrastructure Planning for Uncertain and Changing User Demand
Award amount$334,264
Obligated so far$334,264
Awarded2026-07-13
Period2026-09-01 to 2029-08-31
ProgramOE Operations Engineering
Directorate / divisionENG / CMMI
Award ID2534745
award percentile42th of 2,990 (median $398,990, 0.8x median)
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CSV columns: Institution · State · Project · Award · Awarded · official source URL

  • Source agency: U.S. National Science Foundation Awards API
  • Record date: 2026-07-13
  • Data refreshed: 2026-11-03
  • Refunds on request within 14 days

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Top NsfAwardPulse records (MN first): University of Minnesota-Twin Cities · White Earth Tribal and Community College · University of Minnesota-Twin Cities · Hennepin Technical College · University of Minnesota-Twin Cities · Browse all by state and category →

LIVE PUBLIC DATA Source: U.S. National Science Foundation Awards API · Last refreshed: Tue, 03 Nov 2026 18:10:42 GMT

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Peer benchmark and outreach value: University of Minnesota-Twin Cities and 36 Minnesota peers

  • Minnesota NsfAwardPulse records like this one: 36
  • University of Minnesota-Twin Cities's award: 42nd percentile of 2,990 records
  • Timing: Low: older than 30 days
  • Estimated pipeline if you contact every Minnesota peer: $7,200 (peers × rate × deal size; an estimate from your assumptions, not a forecast)

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55 / 100 Budget Signal Score

  • Award of $300K or more.
  • Equipment- and compute-heavy field.

What is the NsfAwardPulse record for University of Minnesota-Twin Cities in Minneapolis, Minnesota?

University of Minnesota-Twin Cities received an NSF award of $334,264 on 2026-07-13: Data-Driven Infrastructure Planning for Uncertain and Changing User Demand.

How does University of Minnesota-Twin Cities compare to other Minnesota NsfAwardPulse records?

Its award of $334,264 is below the median (42th percentile); smaller records often move faster and face less competition. It is 115 days old; check the official source for later updates before acting.

University of Minnesota-Twin Cities vs. top 2 peers

OrganizationLocationAmountPercentileRecord date
University of Minnesota-Twin CitiesMINNEAPOLIS, MN334,26442nd2026-07-13
SENPHONIX, INCNORTH OAKS, MN304,95038th2026-08-13
White Earth Tribal and Community CollegeMAHNOMEN, MN3,500,00097th2026-08-10

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Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.

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