Data Consultant political contributions from Radnor, PA
LobbyVault's city-industry join for Data Consultant × Radnor, PA prints $15,250 from 12 receipts and 4 donors. The city hub without the employer filter is $15,358,855 on 12,311 lines. Under 0.1% is $15,250 divided by $15,358,855; rounding the city total to $15.4 million does not create a second extract. FEC.gov remains the original filing system.
Key figures
- Data Consultant × Radnor: $15,250, 12 receipts, 4 donors.
- City book $15,358,855; join share under 0.1%.
- Exact-string match only; other spellings are other keys.
- Not a federal award total.
- Pennsylvania pages are a larger geography than Radnor.
The Radnor × Data Consultant relationship
Two dimensions meet here: contributor city Radnor, PA and occupation/employer grouping Data Consultant. The published intersection is $15,250 from 12 itemized FEC individual contributions and 4 donors. Radnor's all-industry book is $15,358,855 from 12,311 contributions. Under 0.1% of city dollars used this exact employer string.
FEC.gov Schedule A aggregates are the source. LobbyVault does not recode RADNOR or DATA CONSULTANT. The join is not a restatement of the city hub and not a restatement of the industry hub. Quote both sides.
Division checks: $15,250 / 12 is about $1,271 per receipt; $15,250 / 4 is about $3,812 per donor. Use those as arithmetic, not as typical gifts. Repeat filings explain why receipts can exceed donors.
Unpacking Radnor, PA
RADNOR is the stored city field. Display copy uses Radnor. State is PA (Pennsylvania). 12,311 lines built $15,358,855 ($15.4 million in headline form). That integer includes every industry string filed with this city, so $15,250 is a subset, not an add-on.
Adjacent municipalities that typed another city are absent from $15,358,855. Committee street addresses that typed Radnor may be present. The packet does not split residents from non-residents. Do not invent that split. Pennsylvania campaign-finance pages remain the state view.
Unpacking Data Consultant
DATA CONSULTANT is the stored industry/employer grouping. $15,250 is this packet's published total for that grouping under the Radnor filter, with 12 contributions and 4 donors. Related job titles that used different strings are other keys.
The industry hub lists the same string in other cities. Those other cities are not added into $15,250 on this page. All FEC ties points to other city-industry pairs so readers do not treat this overlap as the only Data Consultant activity.
A second pass on the same integers: $15,250 is the overlap, 12 is the line count, 4 is the donor count, $15,358,855 is the Radnor book, and 12,311 is the city line count. None of those five figures is a committee total. None is an independent-expenditure total. None is a Pennsylvania state-office total. Quote them with the nouns Data Consultant and Radnor, PA still attached.
What the join does not prove
It does not prove that donations fund federal awards in Radnor. FEC and USAspending are different datasets. This packet has no award counts. It does not rank Radnor against other cities as more political or less. Police-report comparisons are not in this extract either.
It does not identify donor names. 4 is a count, not a roster. It does not assign party. Independent expenditures and unitemized gifts sit outside $15,250. Correlation is not causation.
Filer-entered employer text can abbreviate, invert word order, or drop punctuation. This extract kept DATA CONSULTANT as its own key. A researcher who wants a family of similar names must open those other keys separately and must not fold them into $15,250 by hand. The same rule applies to city spellings of RADNOR. LobbyVault does not silently merge them on this page.
Where to click from Data Consultant in Radnor
City hub: Radnor, PA. Industry hub: Data Consultant. State hub: Pennsylvania campaign finance. Inventory: All FEC ties. Those four internal links are the only hrefs this packet authorizes. Do not invent additional URLs.
Keep $15,250 attached to Data Consultant and Radnor, PA in the same sentence. Dropping a side misstates the join. If the live extract moves, FEC.gov controls.
How to quote the packet
Write: filers storing DATA CONSULTANT and RADNOR, PA reported $15,250 on 12 itemized individual contributions from 4 donors, versus a Radnor city book of $15,358,855 on 12,311 contributions (under 0.1%). Source: FEC.gov. City labels are filer-entered.
City-cycle and industry-cycle pages answer even-year windows. This file does not. Do not add $15,250 to $15,358,855.
Schedule A itemizations that met both filters are the only rows in $15,250. If a receipt stored DATA CONSULTANT and a different city, it is out. If it stored RADNOR and a different employer, it is out. If it stored neither, it is out. That three-way exclusion is why under 0.1% of the Radnor book can look small while the city itself still has a large $15,358,855 total.
Questions
- Data Consultant in Radnor: what dollars are published?
- $15,250 from 12 receipts and 4 donors on FEC.gov itemized individual contributions storing DATA CONSULTANT and RADNOR, PA. Radnor's unfiltered total is $15,358,855 on 12,311 lines. Share: under 0.1%. Labels are filer-entered.
- Why is the Data Consultant share of Radnor only under 0.1%?
- The industry key is an exact string, not a sector roll-up. Most of the $15,358,855 city book used other employer labels. Under 0.1% does not mean the trade is absent from Radnor; it means other strings dominate the tape. Quote $15,250 and $15,358,855 together.
- Is RADNOR geocoded to a Census place?
- No. City labels are filer-entered. Radnor, PA is the display form of stored RADNOR plus state PA. Adjacent spellings are other keys. 12,311 city lines follow that exact city field. LobbyVault does not recode the place.
- Are independent expenditures inside $15,250?
- No. Independent expenditures are a different FEC file. $15,250 is itemized individual contributions only. Unitemized gifts and Pennsylvania state-office filings are also outside the join. 12 receipts are Schedule A-style itemizations in this aggregate.
FEC.gov individual contribution aggregates by donor city and employer/industry grouping. City labels are filer-entered.