Lincoln County · Municipal Revenue Data
Sparks, OK — Sales Tax & Municipal Revenue Data
Sparks, Oklahoma, located in Lincoln County — total tax revenue returned in the MuniRevenue dataset is $131,811 across 2020-07-09 to 2026-05-08. Open the live revenue explorer below for monthly history, NAICS industry breakdown, anomaly detection, and a 12-month forecast.
Across 2020-07-09 to 2026-05-08
What MuniRevenue tracks for Sparks
Sparks, Oklahoma Sales Tax & Use Tax Data
MuniRevenue publishes monthly tax distributions for Sparks, Oklahoma sourced directly from the Oklahoma Tax Commission via the OkTAP system (oktap.tax.ok.gov). The dataset covers sales tax, use tax, and (where applicable) lodging tax — totaling $131,811 returned to Sparks across the period covered.
- Monthly sales tax revenue for Sparks, OK with year-over-year and trailing-12-month comparisons.
- NAICS industry breakdown showing which sectors are driving Sparks's tax base.
- Anomaly detection — spikes, drops, and trend breaks flagged automatically.
- Missed-filing signals identifying NAICS categories whose run-rate suddenly drops.
- 12-month revenue forecast with 6-model comparison and economic-driver attribution.
- Population-weighted per-capita comparison to peer Oklahoma cities.
Lincoln County peer cities
Related Oklahoma cities
Open data & API
Programmatic access
All Sparks revenue data is available via JSON API:
GET /api/cities/4117— city detail and tax-type summary.GET /api/cities/4117/ledger?tax_type=sales— monthly history.GET /api/cities/4117/naics— NAICS industry breakdown.GET /api/cities/4117/forecast— 12-month forecast.
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