What is the Farmer × Fresno, CA join on FEC.gov?

Itemized individual contributions tagged Farmer and Fresno, CA total $14,720 across 27 receipts from 19 donors on FEC.gov aggregates indexed here. That join is under 0.1% of Fresno's $46,129,402 city-wide book. It is not a PAC total. Original reports remain on FEC.gov.

Is 19 donors a workforce census in Fresno?

No. California state-office campaigns file under state law and sit outside these FEC individual-contribution aggregates. $14,720 is federal itemized Schedule A only. California campaign finance still covers federal activity tagged to the state, a larger geography than Fresno. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.

Can I add $14,720 to $46,129,402?

No. Unitemized federal gifts do not carry a published city in this roll-up, so they never enter $14,720 or $46,129,402. Only itemized individual contributions with both stored fields appear in the join. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.

Which LobbyVault pages sit next to this join?

No. FARMER is a filer-typed employer or occupation string, not a NAICS code and not a sector roll-up. $14,720 follows exact match in Fresno, CA. Other strings are omitted even if they sound related. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.

← All data ties

Farmer political contributions from Fresno, CA

$14,720 is the FARMER × Fresno, CA cell: 27 FEC receipts from 19 donors. Fresno’s city-wide itemized book is $46,129,402 on 149,791 lines. Nineteen harvested donors is not an acreage census and not every person in Fresno who ever farmed. Source: FEC.gov. Labels are filer-entered.

Key figures

under 0.1% of Fresno itemized dollars is the Farmer cell ($14,720 / $46,129,402).
Harvested headcount is 19 donors, not a workforce census.
27 receipts can include repeat gifts.
Source: FEC.gov. Labels are filer-entered.

The FARMER key inside FRESNO

The harvested cell is small on purpose: an exact string, one city spelling, itemized Schedule A only. $14,720 is not a NAICS sector total and not every person in Fresno who ever worked a related job. 27 lines from 19 donors produced that dollar figure on this extract.

27 contributions from 19 donors produced $14,720. Repeat gifts add receipts; 19 donors is the headcount in this extract for the join, not a census of everyone in Fresno tied to that label. Arithmetic mean per receipt is about $545; per donor, about $775. Those means are division of packet facts, not typical salaries and not medians.

Do not add $14,720 to $46,129,402; the first number is already inside the second when both come from the same tape. Quote the join with both nouns so a downstream citation cannot drop a side.

California geography is larger than Fresno

California campaign-finance pages cover the state, which is a larger geography than Fresno. Do not treat $46,129,402 as the CA state total. Unitemized federal gifts never carry a published city in this roll-up, so they never enter $46,129,402. State-office campaigns in California file under state law and sit outside these FEC individual-contribution aggregates.

Use the live Fresno, CA hub when you need the city table without the Farmer filter. This prose is a packet snapshot of the join, not a replacement for that hub. If the live city total moved after a later ingest, FEC.gov and the hub control.

Receipts, donors, and means on this extract

Occupation-style labels on FEC reports are typed by the filer. FARMER is kept as stored, including punctuation. LobbyVault does not recode it into a standardized occupation list or a corporate family tree. $14,720 follows that exact-match rule in Fresno, CA only.

Quote Farmer with Fresno, CA in the same clause. A sentence that names only Farmer is the industry hub's job. A sentence that names only Fresno is the city hub's job. The join is $14,720, 27 receipts, 19 donors.

Unitemized gifts and other files stay out

If the live hubs disagree with $14,720 or 19 donors, the newer FEC extract controls. This snapshot is not a third disclosure system. Do not treat the 19-donors cluster as a count of everyone who ever worked under a related name.

PAC independent-expenditure totals are not in this packet. Candidate disbursements are not in this packet. Do not infer either from $14,720. The file under discussion is itemized individual contributions with a city field and an employer/industry field.

Internal doors for Fresno, Farmer, and California

Cite FEC.gov: Farmer donors listing Fresno, CA reported $14,720 across 27 receipts from 19 donors. Keep the words itemized and individual. Do not relabel the total as payroll, contract value, or local economic output.

Then send the reader to the live Fresno, CA hub, the Farmer industry page, California campaign finance, and All FEC ties. This prose is a packet snapshot. If a later extract disagrees, FEC.gov and the live hubs control. If you need names, open the live hubs rather than reverse-engineering 19 donors from this snapshot.

Keeping both nouns in a Farmer footnote

This file stays on one city and one employer string: Fresno and Farmer, $14,720, 27 receipts, 19 donors. Adjacent city spellings, including punctuation variants of FRESNO, are other keys if filers stored them that way. The join does not merge those keys.

Keep the contribution label on the join dollars. The exact stored string FARMER inside contributor city Fresno, CA sums to $14,720 on this LobbyVault extract — 27 contributions, 19 donors. The city parent remains a larger table than the labeled slice. Researchers should quote itemized individual contributions, not outlays, and should not convert the donor headcount into a labor-market statistic. FEC.gov remains the originating system for every figure on this page. City labels are filer-entered.

Nineteen FARMER donors and twenty-seven receipts produced $14,720 in Fresno. That is a thicker occupation file than most company-string cells in this batch, and it is still under 0.1% of $46,129,402. California campaign finance and All FEC ties remain the parent links. Do not convert 19 donors into planted acres.

Questions

What is the Farmer × Fresno, CA join on FEC.gov?: Itemized individual contributions tagged Farmer and Fresno, CA total $14,720 across 27 receipts from 19 donors on FEC.gov aggregates indexed here. That join is under 0.1% of Fresno's $46,129,402 city-wide book. It is not a PAC total. Original reports remain on FEC.gov.
Is 19 donors a workforce census in Fresno?: No. California state-office campaigns file under state law and sit outside these FEC individual-contribution aggregates. $14,720 is federal itemized Schedule A only. California campaign finance still covers federal activity tagged to the state, a larger geography than Fresno. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.
Can I add $14,720 to $46,129,402?: No. Unitemized federal gifts do not carry a published city in this roll-up, so they never enter $14,720 or $46,129,402. Only itemized individual contributions with both stored fields appear in the join. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.
Which LobbyVault pages sit next to this join?: No. FARMER is a filer-typed employer or occupation string, not a NAICS code and not a sector roll-up. $14,720 follows exact match in Fresno, CA. Other strings are omitted even if they sound related. Keep both Farmer and Fresno, CA in the citation. Source: FEC.gov individual contribution aggregates. City labels are filer-entered.

FEC.gov individual contribution aggregates by donor city and employer/industry grouping. City labels are filer-entered.