General Manager political contributions from Kentucky

Two keys: GENERAL MANAGER and KY

The packet’s keys are literal: occupation string GENERAL MANAGER, donor state KY. Their product on FEC.gov individual-contribution aggregates is $676,046, from 3,677 contributions and 102 donors. No recipient list, party split, or PAC total is published here.

Treat the label as a self-reported occupation. Free-text fields let filers write a longer title, a nearby spelling, or an employer instead. Those rows are counted elsewhere. This page does not merge those buckets. Neighbors include GM, manager, operations manager, and managing director.

$676,046 is smaller than $26,732,218 because other states exist, and it is not a share of all Kentucky giving because this packet has no state-wide occupation-blind denominator. The join is the point. Kentucky GENERAL MANAGER is a workplace title as typed. GM as two letters is a neighboring key if stored separately.

General Manager as typed, not a census

After this Kentucky cell of $676,046, $26,056,172 of the General Manager grouping remains in other states. That remainder is 97.5% of $26,732,218. The Kentucky page is not empty of other occupations; this file simply does not add them.

Percentages here use packet facts only. No statewide all-occupation total is supplied, so no share of Kentucky politics is claimed. 2.5% is General Manager-internal. Retail versus hospitality versus manufacturing general-manager titles is unpublished.

Means on $676,046

102 donors and 3,677 contributions are compatible because one identity can give more than once. The implied 36.0 gifts per donor is a mean. High-repeat filers would pull that mean up; one-time filers would pull it down. The packet does not split those groups.

$6,628 per donor and $184 per line are derived from $676,046. They are not contribution limits and not typical gift size if the distribution is skewed. Retail versus hospitality versus manufacturing general-manager titles remains unpublished.

Dropping the General Manager filter

Dropping the General Manager filter returns the reader to the Kentucky campaign-finance index. That index is not $676,046. Adding the filter back recovers this cell: 3,677 contributions, 102 donors, $676,046.

No statewide all-occupation denominator is in the packet, so General Manager cannot be ranked as a percent of Kentucky itemized giving. 2.5% remains a share of $26,732,218 only.

Keeping $676,046 attached to both keys

Keep both nouns in every citation: General Manager and Kentucky. Dropping the state turns $676,046 into $26,732,218. Dropping the occupation turns this cell into the state hub, which this packet does not quantify as an all-occupation total.

Internal paths: /occupations/general-manager/ for the occupation running total, /states/KY/ for the state without this title, /occupations/ for neighboring strings, /ties/ for other joins. Kentucky GENERAL MANAGER is a workplace title as typed. GM as two letters is a neighboring key if stored separately.

Repeat the join without adding fields the packet does not publish. The occupation and state hubs remain the places for one-sided totals. This tie page quotes packet facts only. Independent expenditures stay outside the cell. Filer-entered occupation strings are not payroll titles. Readers who need a person-level roster will not find names on this page. USAspending.gov is a different ledger from FEC.gov individual contributions.

All occupations and All FEC ties remain the indexes for sibling joins. Cite the source note exactly as copied from the packet. Do not convert a contribution count into a unique-person census. Dollar figures first, then the two keys that produced them. The canonical path is a ties URL, not a donor-detail URL. Unitemized gifts are outside the itemized aggregate quoted here.

Nearby job titles belong on their own occupation hubs if stored as other strings. A mean gift is dollars divided by itemized lines, not a typical check. Public records describe overlap; they do not assign motive. Repeat the join in one line: occupation GENERAL MANAGER ∩ state KY = $676,046, 3,677 receipts, 102 donors, 2.5% of $26,732,218. Neighbors remain GM, manager, operations manager, and managing director. Source remains FEC.gov.

Questions

What did occupation GENERAL MANAGER itemize from KY?

FEC.gov itemized individual contribution aggregates show $676,046 from occupation General Manager with donor state KY. That join covers 3,677 contributions from 102 donors. Nationwide the occupation totals $26,732,218, so Kentucky is about 2.5% of those dollars. Occupation labels are filer-entered.

What remainder of General Manager money sits outside Kentucky?

About 2.5% of the $26,732,218 General Manager grouping is coded to Kentucky: $676,046. Contribution share is about 4.2% (3,677 of 86,873). Donor share is about 1.9% (102 of 5,386). The remainder $26,056,172 is other states.

Does this page merge neighboring occupation strings?

No. 102 is the unique-donor count in this occupation–state cell as aggregated from itemized FEC lines, not a labor-market census. Mean gift in the cell is about $184 across 3,677 contributions. GM, manager, operations manager, and managing director , if stored separately, are other keys. This join is GENERAL MANAGER only.

Is this the General Manager hub or the Kentucky hub?

General Manager donations carry the $26,732,218 occupation total. Kentucky campaign finance is the state hub. All occupations and All FEC ties list sibling joins. Original filings remain at FEC.gov. This tie page is the GENERAL MANAGER × KY intersection only.