UNSPSC 81131505: Time series analysis

UNSPSC 81131505 Time series analysis (Commodity) encompasses consulting services state and local governments procure to analyze temporal data patterns, forecast demand, model financial and operational risk, and calculate compliance-related metrics such as tax-exempt bond arbitrage and unclaimed property reserves. Recent solicitations show state and local buyers using this code for rideshare program consulting with data analysis and AVR calculation components, capital modeling and risk quantification for public entity insurance pools, arbitrage rebate calculations for tax-exempt bond compliance, water demand forecasting and planning services, indirect and statewide cost allocation plan development, procurement disparity analysis, and demographic studies. Issuing bodies span transit authorities, county risk pools, state tax and revenue departments, municipal utilities, state executive offices, school districts, and county procurement functions. The code shows activity across multiple organizational types rather than concentration among repeat buyers, though the Washington Department of Revenue and State of Texas Office of the Governor each issued paired solicitations in the April 2026 window.

Recent opportunities span California, Florida, Oregon, Texas, Washington, Virginia, and Arizona. Representative recent solicitations include the Orange County Transportation Authority's July 2026 RFP for ridership program consulting services with a budget of $380,000 and response deadline of July 1, 2026, emphasizing data analysis and strategic planning for transit rideshare initiatives; Cooperative Insurance Services' June 2026 RFP for capital modeling services covering enterprise risk quantification across property, liability, and workers' compensation programs, with proposals due July 13, 2026, and finalist interviews scheduled for July 27–31, 2026; the Washington Department of Revenue's April 2026 RFP for unclaimed property auditing and collection across five counties, with proposals due June 5, 2026, structured on a contingency-fee model (10 percent of recovered property value) capped at $2 million over the initial three-year term; and the State of Texas Office of the Governor's April 2026 RFPs for indirect cost allocation plan services (due March 23, 2026) and statewide cost allocation plan services (due March 24, 2026), both requiring HUB subcontracting plans and fixed-fee structures. The code shows moderate recent velocity with eight opportunities posted between mid-March and early July 2026.