Florida House District 104: A Democratic Stronghold in a Competitive State
Florida House District 104, covering parts of Miami-Dade County, is a predominantly Democratic district with a high concentration of Hispanic and African American voters. The district's voter base leans heavily Democratic, making it a safe seat for the party in general elections, though primaries can be competitive. Felicia Simone Robinson, the Democratic incumbent, represents a constituency that is younger and more diverse than the state average, with a significant share of renters and working-class families. This demographic profile shapes the types of donors and PACs that would typically engage in the district—labor unions, healthcare advocates, and housing affordability groups are likely to be prominent. However, as of the current research cycle, Robinson's donor network remains opaque, with no FEC committee registered and no published campaign finance claims available for public scrutiny.
The 104th district's urban character means that local issues such as affordable housing, public transportation, and education funding dominate the policy landscape. Donors in such districts often include municipal employees' unions, real estate developers with an interest in urban renewal, and healthcare systems serving diverse populations. For a Democratic incumbent like Robinson, the absence of a visible FEC committee is unusual and creates a significant research gap. OppIntell's tracking shows that among 1,377 Florida candidates across all parties, only 316 are FEC-registered, placing Robinson in the majority of state-level candidates who file only with the Florida Division of Elections. This filing posture limits the depth of available donor data, as state-level reports often lack the granular sector coding and itemized PAC contributions that federal filings provide.
Candidate Background: Felicia Simone Robinson’s Political Profile
Felicia Simone Robinson is a Democrat serving in the Florida House of Representatives for District 104, first elected in 2020. Her legislative priorities have included healthcare access, criminal justice reform, and economic equity—issues that resonate with her district's demographic composition. Before entering the legislature, Robinson worked as a community advocate and held roles in local government, giving her a base of support among civic organizations and grassroots donors. Her campaign style has emphasized door-to-door outreach and small-dollar contributions, which may explain the lack of large PAC activity in her public filings. However, without a centralized FEC committee or a Ballotpedia page, tracking her donor network requires piecing together state-level reports and local news coverage.
Robinson's research depth tier is classified as "thin" by OppIntell, with only one source-backed claim and no auto-publishable content. This places her at rank 870 of 1,377 Florida candidates in within-state research depth, and 193 of 375 candidates in her race category. The absence of cross-platform IDs—no Wikidata entry, no Ballotpedia page, and no FEC committee—means that researchers must rely on state SOS records and local media archives. For campaigns and journalists seeking to understand her donor network, this thin sourcing presents both a challenge and an opportunity: the public record is sparse, but any uncovered data could provide a competitive edge. OppIntell's methodology flags these gaps honestly, noting that no published claims exist and that the committee search returned no results.
Competitive Research Framing: What Opponents and Outside Groups Would Examine
In a competitive primary or general election context, opposing campaigns and independent expenditure groups would scrutinize Robinson's donor network for patterns that could be used in messaging. Common angles include examining contributions from industries that are at odds with her stated policy positions, such as healthcare or real estate, or identifying out-of-district donors that could be framed as outside influence. Without a robust public record, the first step for researchers would be to locate her state-level campaign finance filings through the Florida Division of Elections. These filings would reveal itemized contributions, PAC transfers, and in-kind donations, though they may not include the same level of sector coding as FEC reports.
Researchers would also look for connections to party leadership PACs, labor unions, and advocacy groups that are active in Miami-Dade County. For example, the Florida Democratic Party's coordinated campaign, the Florida Education Association, and local chapters of the Service Employees International Union (SEIU) are typical donors in Democratic primaries. The absence of a Ballotpedia page or Wikidata entry means that no structured data exists to cross-reference these contributions, forcing manual compilation. OppIntell's research universe for 2026 includes 21,903 candidates across 54 states, of which 3,713 are well-sourced (5+ claims) and 238 are thinly sourced (0 claims). Robinson falls into the latter category, making her profile a priority for enrichment as the election cycle progresses.
Source Posture Analysis: Gaps and Pathways to Enrichment
The primary source gap for Felicia Simone Robinson is the absence of an FEC committee, which would normally provide a centralized, machine-readable record of contributions over $200. Without this, researchers must navigate Florida's state-level filing system, which may not be as easily searchable or standardized. Additionally, Robinson lacks a Ballotpedia page and a Wikidata entry, meaning that even basic biographical data and campaign finance summaries are not available through those structured platforms. OppIntell's research signature shows that she has only one source-backed claim, and that claim is not auto-publishable, indicating that it may require manual verification or contextualization.
To enrich Robinson's donor network profile, researchers would start by querying the Florida Division of Elections database for her campaign treasurer reports. These reports would list contributions from individuals and PACs, along with occupation and employer information for larger donors. Next, researchers would cross-reference those names against federal databases to identify any overlapping donors with other candidates or committees. Local news coverage of her fundraising events and endorsements could also provide leads. The lack of cross-platform IDs means that this work must be done manually, but it also means that any findings would be original and not easily replicated by competitors. OppIntell's cohort tags—"state-sos-only", "thinly-sourced", and "crowded-field"—accurately describe the current state of research.
Party and District Context: How Florida’s Political Landscape Shapes Donor Networks
Florida's political environment is highly competitive, with a near-even split between registered Republicans and Democrats, though District 104 is safely Democratic. The state's campaign finance laws allow for unlimited contributions to state-level candidates, subject to per-election limits, and require disclosure of contributions over $100. This means that while the donor data exists, it is dispersed across multiple filing periods and not always aggregated in a user-friendly format. For a Democratic candidate in a safe seat, donor networks often include a mix of in-district small donors, party committee transfers, and out-of-district PACs with aligned policy interests.
The 2026 cycle in Florida features 1,377 tracked candidates, with 484 Republicans, 427 Democrats, and 466 others. The average source claims per candidate is 90.91, highlighting how far below average Robinson's single claim is. The top three most-researched candidates in the state—Gus M. Bilirakis, Vernon Buchanan, and Kathy Castor—each have extensive FEC records and multiple cross-platform IDs. Robinson's profile stands in stark contrast, representing the majority of state-level candidates who lack federal filing requirements. For campaigns and journalists, this means that investing in primary-source research on Robinson could yield insights that are not available through any existing database.
Methodology: How OppIntell Tracks Donor Networks and Source Gaps
OppIntell's research methodology for donor networks begins with automated scraping of FEC and state SOS databases, followed by manual verification and cross-referencing against Wikidata, Ballotpedia, and news archives. For candidates like Robinson who have no FEC committee, the system flags the gap and assigns a "thin" research depth tier. The platform then tracks any new filings or media mentions that could enrich the profile. In the 2026 cycle, 5,694 candidates are FEC-registered out of 21,903 total, meaning that the majority—16,209—are state-SoS-only. Only 1,526 candidates are cross-platform verified across FEC, Wikidata, and Ballotpedia. Robinson is not among them, but her profile is prioritized for enrichment as part of OppIntell's coverage of all-party fields.
Researchers using OppIntell can compare Robinson's donor network to other candidates in the same race or district, using the platform's candidate-level data and cohort tags. The absence of data is itself a signal: it suggests that Robinson's fundraising may be heavily reliant on small-dollar contributions or that her campaign has not yet filed updated reports. As the 2026 election approaches, any new filings or public statements about fundraising would be captured and reflected in her research depth score. For now, the gaps are honestly acknowledged, providing a baseline for future analysis.
What Public Records Reveal About Felicia Simone Robinson’s Donors
Despite the thin sourcing, some public records do exist. The single source-backed claim for Robinson likely comes from a state-level campaign finance report or a local news article covering a fundraising event. Researchers would examine that claim to determine its reliability and context. For example, if the claim is a contribution from a specific PAC, that PAC's donor network could be traced to identify potential conflicts of interest or alignment with Robinson's policy positions. If the claim is a fundraising total, it could be compared to other candidates in the district to gauge her financial competitiveness.
The Florida Division of Elections provides a searchable database of campaign contributions, but the data is not always linked across cycles or committees. For Robinson, researchers would need to search by her candidate ID or name to pull all available reports. These reports would show contributions from individuals, PACs, and party committees, along with dates and amounts. While not as comprehensive as FEC data, state reports often include occupation and employer information, which can be used to infer industry affiliations. Without a Ballotpedia page, however, there is no structured summary of her top donors or fundraising trends, making manual analysis necessary.
Comparative Analysis: Robinson vs. Other Florida Democratic Candidates
Comparing Robinson to other Democratic candidates in Florida's 2026 cycle reveals significant disparities in research depth. For instance, Kathy Castor, a U.S. Representative, has extensive FEC records and multiple cross-platform IDs, placing her among the top-researched candidates in the state. Even state-level Democrats in competitive districts often have Ballotpedia pages and some FEC activity if they have run for federal office previously. Robinson's lack of any cross-platform ID is unusual for an incumbent, suggesting that her campaign may not prioritize digital transparency or that she has not attracted significant outside research interest.
In the context of the 104th district, other candidates who have run in previous cycles may have more robust profiles. Researchers would look at past primary opponents or general election challengers to benchmark Robinson's donor network. If those candidates had FEC committees or Ballotpedia pages, their donor data could provide insights into the district's typical funding sources. For example, if a previous challenger received contributions from real estate PACs, that would indicate a sector that is active in the district. Robinson's own donor network, once uncovered, could be compared to these historical patterns to identify shifts in support.
Conclusion: Navigating Source Gaps in Felicia Simone Robinson’s Donor Research
Felicia Simone Robinson's donor network remains an open research question as the 2026 cycle progresses. The absence of an FEC committee, Ballotpedia page, and Wikidata entry means that any analysis must start from scratch with state-level filings and local sources. For campaigns, journalists, and researchers, this thin sourcing represents both a challenge and an opportunity: the public record is limited, but those who invest in primary research can gain exclusive insights. OppIntell's honest acknowledgment of these gaps—through cohort tags like "state-sos-only" and "thinly-sourced"—ensures that users understand the limitations of the current data. As new filings emerge or media coverage expands, Robinson's research depth score would be updated, potentially moving her from the thinly-sourced tier to a more substantive profile.
For now, the key takeaway is that Robinson's donor network is not yet visible through standard public databases. Researchers should prioritize manual searches of the Florida Division of Elections, local news archives, and any campaign announcements. The lack of cross-platform IDs also means that any data uncovered would be difficult for competitors to replicate quickly, providing a strategic advantage. OppIntell may continue to track Robinson's profile and update her research signature as new source-backed claims become available.
Questions Campaigns Ask
What is Felicia Simone Robinson's donor network research status?
Felicia Simone Robinson's donor network is currently thinly sourced, with no FEC committee found, no Ballotpedia page, and no Wikidata entry. Only one source-backed claim exists, and it is not auto-publishable. Researchers would need to consult Florida Division of Elections records and local news to identify her PACs, sectors, and top donors.
Why does Felicia Simone Robinson have no FEC committee?
Felicia Simone Robinson is a state-level candidate for the Florida House of Representatives, which does not require filing with the Federal Election Commission. Only candidates for federal office (U.S. House, Senate, or President) must register an FEC committee. State-level candidates file with the Florida Division of Elections.
How can researchers find Felicia Simone Robinson's donors?
Researchers can search the Florida Division of Elections campaign finance database for contributions to Felicia Simone Robinson. Local news articles covering her fundraising events and endorsements may also provide leads. Without a Ballotpedia page or Wikidata entry, manual compilation of state reports is necessary.
What sectors are likely to donate to Felicia Simone Robinson?
Given her district's demographics and her policy focus on healthcare, criminal justice reform, and economic equity, likely donor sectors include labor unions (e.g., teachers, public employees), healthcare providers, and housing advocacy groups. However, without public records, these remain projections based on typical Democratic donor patterns in Miami-Dade County.