Research / CincinnatiEconomicInclusionCertifiedPulse
City of Cincinnati Economic Inclusion Certified Vendors - MBE/WBE Program Commercial Feed: 2026 statistics from 355 public records
Zalwin's CincinnatiEconomicInclusionCertifiedPulse dataset holds 355 CincinnatiEconomicInclusionCertifiedPulse records (as of 2026-11-03; source: City of Cincinnati Open Data (data.cincinnati-oh.gov, dataset 2iq3-bugw)).
Data as of · Compiled by Zalwin from City of Cincinnati Open Data (data.cincinnati-oh.gov, dataset 2iq3-bugw)
Key findings
- Zalwin's CincinnatiEconomicInclusionCertifiedPulse dataset holds 355 CincinnatiEconomicInclusionCertifiedPulse records (as of 2026-11-03; source: City of Cincinnati Open Data (data.cincinnati-oh.gov, dataset 2iq3-bugw)). #
CincinnatiEconomicInclusionCertifiedPulse records by state
| Group | Records | Share |
|---|---|---|
| Ohio | 355 | 100.0% |
CincinnatiEconomicInclusionCertifiedPulse records by filing category
| Group | Records | Share |
|---|---|---|
| General Commercial Filings | 355 | 100.0% |
Methodology and data provenance
- Sample: 355 public records; illustrative samples excluded.
- Source: City of Cincinnati Open Data (data.cincinnati-oh.gov, dataset 2iq3-bugw). Refreshed automatically about every 24 hours; figures above are as of 2026-11-03.
- Shares are of all records in the dataset; totals and medians use only records with a stated reported value.
- Organization-level data only. Informational; verify individual records at the official source.
Cite this study
Zalwin Research, "CincinnatiEconomicInclusionCertifiedPulse statistics" (data as of 2026-11-03), https://zalwin.com/research/cincinnatieconomicinclusioncepulse
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