Pharmaceutical Preparation Manufacturing in Tennessee 9th District (TN-09)

A place-of-performance join: NAICS 325412 × TN-09

Congressional district TN-09 and NAICS 325412 meet here. $1,122,334,779.06 is the USAspending.gov obligation sum on awards that carry both tags. It is not Pharmaceutical Preparation Manufacturing's nationwide total, not every federal dollar coded to Tennessee 9th District (TN-09), and not an outlay register. The packet does not split product lines inside pharmaceutical preparations, or contract versus assistance. 18 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a lot-release log, a named-manufacturer roster, or a formulary catalog.

This page reports pharmaceutical preparation manufacturing activity USAspending tagged to Tennessee 9th District (TN-09). The headline $1,122,334,779.06 sits beside a district-wide obligation total of $11,111,174,675.45; the 10.1% share is arithmetic on those two packet facts, not a ranking of Tennessee districts as winners or losers. District 90 and 98 placeholders are omitted from this harvest. Obligations are not outlays. Pharmaceutical preparations is not a formulary for TN-09 residents. Place of performance is the join key.

Pharmaceutical Preparation Manufacturing as an industry code, not as a named-vendor list

USAspending labels NAICS 325412 as Pharmaceutical Preparation Manufacturing. That code produced $1,122,334,779.06 when crossed with Tennessee 9th District (TN-09) place of performance. The industry-wide 325412 hub does not require TN-09 geography. The district hub does not require Pharma Manufacturing. Only this tie applies both filters, which is why it cites 18 awards. The packet does not split product lines inside pharmaceutical preparations, or contract versus assistance.

Correlation is not causation: Tennessee 9th District (TN-09) did not cause $1,122,334,779.06 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 325412 × TN-09 only. This cell is not a lot-release log, a named-manufacturer roster, or a formulary catalog. Do not invent contractors or award recipients to fill the gap. Campaign donations on FEC tables do not fund this USAspending cell; the datasets are separate.

Place of performance for Tennessee 9th District (TN-09)

Tennessee 9th District (TN-09) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list TN-09 while later work occurs elsewhere. Awards tagged to other Tennessee districts belong on those ties even when the industry is also NAICS 325412. Tennessee 9th District (TN-09) is a numbered place-of-performance geography. Other Tennessee districts are not this join.

/states/tn/ shows how NAICS 325412 sits beside other industries in the same state extract. $1,122,334,779.06 is one district-industry column, not the state table. This packet does not split Tennessee 9th District (TN-09) by county, city, or census tract. Awards that carry a different NAICS stay on those other ties even if the work sounds related to Pharmaceutical Preparation Manufacturing. The district-wide obligation total published here is $11,111,174,675.45; $1,122,334,779.06 is the Pharma Manufacturing slice of that denominator.

Obligation math for this join

USAspending.gov records an obligation when the federal government commits funds on an award. $1,122,334,779.06 is that kind of sum for Pharmaceutical Preparation Manufacturing inside TN-09 coding. Later deobligations, recoveries, or payment schedules can change what leaves the Treasury without this join rewriting itself into a cash register. Assistance and contract awards can share the same NAICS rollup; this packet does not split them. Net obligations can include downward adjustments. This page reports $1,122,334,779.06 as given.

What a complete citation includes

Cite USAspending.gov: Pharmaceutical Preparation Manufacturing (NAICS 325412) obligated $1,122,334,779.06 on 18 awards coded to Tennessee 9th District (TN-09). Name Pharmaceutical Preparation Manufacturing and Tennessee 9th District (TN-09) together. Keep the obligation word. If /districts/TN-09/ or /industries/325412/ has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a lot-release log, a named-manufacturer roster, or a formulary catalog. 10.1% of $11,111,174,675.45 is the district share on this packet, not a performance score.

Using 10.1% and $62,351,932.17 without overclaiming

18 awards is a thin manufacturing file with a high implied mean. Product names are unpublished. Do not treat 325412 as 524114 insurance on TN-05. Making preparations and carrying medical insurance are different NAICS. A large row count makes a program split tempting; the packet still does not supply one. A small row count makes a named-facility story tempting; the packet still does not name facilities or contractors. The implied mean (about $62,351,932.17) and the district share (10.1% of $11,111,174,675.45) are ratios of packet facts. Prefer /districts/TN-09/ and /industries/325412/ if the live tables moved. Pharmaceutical preparations is not a formulary for TN-09 residents. Place of performance is the join key.

Do not rank Tennessee 9th District (TN-09) as more Pharma Manufacturing-dependent than neighboring districts on the strength of this cell alone. Neighboring geographies have their own 325412 ties with different dollar totals, or no published 325412 cell in this harvest. This snapshot holds $1,122,334,779.06 and 18 only. /ties/ is the index, not an addend. Obligations are not outlays. Correlation is not causation. A reader who only quotes $1,122,334,779.06 without Tennessee 9th District (TN-09) and NAICS 325412 has dropped a join side.

Questions

How much Pharma Manufacturing spending is coded to Tennessee 9th District (TN-09)?

USAspending.gov lists $1,122,334,779.06 in Pharmaceutical Preparation Manufacturing obligations across 18 awards with place of performance in Tennessee 9th District (TN-09). NAICS 325412 × TN-09 is an obligation join, not an outlay and not Tennessee's complete federal ledger. The cell is 10.1% of the district's published total ($11,111,174,675.45). Unique recipients are unpublished. Average obligation is about $62,351,932.17, a ratio of those two facts only.

Does $1,122,334,779.06 include every Pharma Manufacturing program in TN-09?

The packet publishes one NAICS rollup. The packet does not split product lines inside pharmaceutical preparations, or contract versus assistance. $1,122,334,779.06 is the combined obligation sum for NAICS 325412 inside TN-09 coding. This page will not invent a program pie or name contractors. Open NAICS 325412 and Tennessee 9th District to inspect parent tables. 18 remains an action count, not a program count.

Is $1,122,334,779.06 cash already paid in Tennessee 9th District (TN-09)?

No. Obligations are commitments recorded on USAspending.gov awards. Outlays — money that actually left the Treasury — are a different concept and are not this packet's headline. Treating $1,122,334,779.06 as checks already cleared in Tennessee 9th District (TN-09) confuses those terms. Later ingests can revise 18 awards. Prefer the live district and industry hubs if the tables moved.

Is Tennessee 9th District (TN-09) ranked against other Tennessee districts here?

No. This page does not rank Tennessee 9th District (TN-09) as a winner or loser. $1,122,334,779.06 and 18 describe one join. Neighboring districts have their own cells. District 90/98 placeholders are omitted. Cite Pharmaceutical Preparation Manufacturing and Tennessee 9th District (TN-09) together without a league table.