Psychologist political contributions from Colorado

Psychologist is one axis; Colorado is the other

An occupation-state page is not a restatement of Psychologist and not a restatement of Colorado. It is the cell where they meet: $650,563, 3,582 contributions, 95 donors. FEC.gov individual contribution aggregates by self-reported occupation and donor state are the source note.

On the occupation side, Psychologist is the exact string PSYCHOLOGIST. On the state side, CO is the address on the itemized record, not a map of which campaigns received $650,563. Clinical versus counseling versus research psychology as typed is unpublished.

Leaving either axis off the citation misstates the record. $32,154,906 is the national Psychologist bucket. The Colorado hub is every grouping in that state. The join is $650,563. Colorado PSYCHOLOGIST is a clinical-style title. Therapist and psychotherapist remain neighboring strings. License numbers are not in this packet.

Colorado is not the whole Psychologist story

Psychologist across all states is $32,154,906. Psychologist in Colorado is $650,563 — 2.0%. The gap is $31,504,343. Closing that gap would require other state joins, which this packet does not list.

A reader who only opens the Colorado overlay still sees $650,563 for this string, not $32,154,906. A reader who only opens the occupation hub still needs the state filter to recover $650,563.

What 95 unique donors are not

95 unique donors are not a census of Psychologist. They are the identities attached to 3,582 itemized rows that summed to $650,563. Mean gift $182; mean per donor $6,848; about 37.7 rows each.

Household reuse of a title string is common on FEC forms. That does not add extra occupations into $650,563; it can inflate donor counts relative to a strict employee roster that this table does not have.

Self-reported fields and missing tables

Missing from this packet: party split, employer list, recipient committees, median gift, and clinical versus counseling versus research psychology as typed. Those omissions are why the page is a join brief rather than a full filing dump.

What remains is enough for a clean citation: Psychologist × Colorado = $650,563 on 3,582 receipts from 95 donors, 2.0% of $32,154,906. Source: FEC.gov. Colorado PSYCHOLOGIST is a clinical-style title. Therapist and psychotherapist remain neighboring strings. License numbers are not in this packet.

Two filters, one URL

Two filters produced this URL: occupation PSYCHOLOGIST and donor state CO. The product is $650,563. One filter is not enough. That is why Psychologist donations and Colorado campaign finance remain parent links rather than substitutes.

All FEC ties is the index if the next question is a different occupation-state pair. All occupations is the index if the next question is a neighboring title such as psychotherapist, therapist, counselor, and clinical psychologist.

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 PSYCHOLOGIST ∩ state CO = $650,563, 3,582 receipts, 95 donors, 2.0% of $32,154,906. Neighbors remain psychotherapist, therapist, counselor, and clinical psychologist. Source remains FEC.gov.

Open /occupations/psychologist/ (Psychologist donations) for the occupation hub, /states/CO/ (Colorado campaign finance) for the state hub, /occupations/ (All occupations) for neighboring titles, and /ties/ (All FEC ties) for other occupation-state joins.

Questions

How much FEC money is tagged Psychologist in Colorado?

FEC.gov itemized individual contribution aggregates show $650,563 from occupation Psychologist with donor state CO. That join covers 3,582 contributions from 95 donors. Nationwide the occupation totals $32,154,906, so Colorado is about 2.0% of those dollars. Occupation labels are filer-entered.

How much of the $32,154,906 Psychologist bucket is CO?

About 2.0% of the $32,154,906 Psychologist grouping is coded to Colorado: $650,563. Contribution share is about 1.6% (3,582 of 230,892). Donor share is about 1.8% (95 of 5,257). The remainder $31,504,343 is other states.

Is Psychologist the same as psychotherapist?

No. 95 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 $182 across 3,582 contributions. Psychotherapist, therapist, counselor, and clinical psychologist , if stored separately, are other keys. This join is PSYCHOLOGIST only.

Why is there a Psychologist × Colorado page?

Psychologist donations carry the $32,154,906 occupation total. Colorado 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 PSYCHOLOGIST × CO intersection only.