Medicinal And Botanical Manufacturing federal obligations in Pennsylvania

What NAICS 325411 and Pennsylvania share on one row

NAICS 325411 and place-of-performance state PA meet here. $10,313,079,879 is the obligation sum on awards that carry both tags. It is not every federal award in Pennsylvania, not the nationwide Medicinal And Botanical Manufacturing total, and not cash already paid. Statewide pharmaceutical-ingredient and botanical-plant folklore may send a reader here. Those stories are not a factory list and not an herbal census.

284,029 award actions sit behind that dollar figure — hundreds of thousands of award actions behind a large obligation total. A very long row list can mix tiny supply actions with larger instruments. The join does not rank Pennsylvania against other states and does not name products inside the extract.

Open Pennsylvania federal spending for the filtered table, NAICS 325411 for the next hub, Pennsylvania industries for the remaining hub, and All spending ties for other pairs.

A very long medicinal-manufacturing award list under one Pennsylvania filter

Dividing $10,313,079,879 by 284,029 yields about $36,310 per award on average. That average hides contracts, grants, and other instruments. It is not a typical ingredient contract. Repeat awards and modifications still add rows; the listed count is not a unique-manufacturer census. Plant names belong on the overlay if they appear as recipients; they are not extra packet dollars.

Statewide pharmaceutical-ingredient and botanical-plant folklore is a coding conversation, not a packet field. Recipient rows live on the industry and state hubs, not in this narrative’s extra columns.

NAICS 325411 without a Pennsylvania overlay is a different total

The NAICS 325411 page aggregates NAICS 325411 without requiring PA geography. The Pennsylvania federal spending page aggregates all agencies and industries with Pennsylvania place of performance. Pennsylvania industries lists other industry cells in the same state. Only this tie applies both the 325411 filter and the PA filter, which is why it cites 284,029 awards and $10,313,079,879.

Place of performance in Pennsylvania is a USAspending geography field. Awards can list PA while manufacturing occurs in New Jersey or elsewhere. 325411 awards coded to those states do not sit in this total even if a distributor’s mailroom is in Philadelphia. This packet does not split Philadelphia from Pittsburgh or Harrisburg.

Obligations, not outlays

An obligation is a legal commitment. An outlay is a payment. $10,313,079,879 is the former. This packet has no outlay total, no fiscal-year split, and no de-obligation history. Citing the figure as money already spent in Pennsylvania over-reads the field.

Award count 284,029 is a record count, not a payment count. Readers who need transaction-level detail should use Pennsylvania federal spending, NAICS 325411, and Pennsylvania industries. All spending ties does not hide a blended statewide total under this slug.

What this pair does not prove

A large 325411 total in Pennsylvania does not mean manufacturers caused Pennsylvania’s health mix, and it does not connect these obligations to campaign contributions. Correlation between plant geography and federal awards is expected; it is not a finding about drug prices or waste.

Keep $10,313,079,879 labeled as NAICS 325411 obligations with Pennsylvania place of performance. FEC individual contributions are a different dataset. An industry name that appears near a donor occupation is a coincidence of labeling, not a cash pipeline into USAspending.

How to cite the Pennsylvania–325411 pair

A clean footnote names NAICS 325411 (Medicinal And Botanical Manufacturing), Pennsylvania place of performance, $10,313,079,879 in obligations, and 284,029 awards on USAspending.gov. Keep the obligation word. Do not call $10,313,079,879 cash outlays. Mean dollars per action remain about $36,310 if you divide those two facts — a ratio, not a typical ingredient contract.

Pennsylvania federal spending, NAICS 325411, Pennsylvania industries, and All spending ties keep the same unit. A later ingest can restate $10,313,079,879 without changing the join definition. Rewrite only the sentence whose source moved. Philadelphia-versus-Pittsburgh folklore is not a metro split in this packet. A very long award list is still a record count, including modifications. Product names are not packet fields. Keep the obligation label in every reuse.

Questions

How much has NAICS 325411 obligated in Pennsylvania?

USAspending.gov records $10,313,079,879 in obligations for NAICS 325411 with Pennsylvania place of performance, covering 284,029 awards. That is an obligation total, not an outlay total, and not the nationwide Medicinal manufacturing total. Original filings remain on the source sites.

Why are there so many medicinal-manufacturing awards in Pennsylvania?

The extract lists 284,029 award actions totaling $10,313,079,879. Average obligation per award is about $36,310, a ratio of two packet facts, not a typical ingredient contract. Unique recipients are not published here, and the row count is not a company census. Original filings remain on the source sites.

Is this a Philadelphia-only medicinal total?

No. $10,313,079,879 and 284,029 awards are statewide Pennsylvania place of performance. This packet does not split Philadelphia from Pittsburgh or Harrisburg. A regional cut would be a different extract, not this NAICS–state join. Original filings remain on the source sites.

Where are the live Pennsylvania and NAICS 325411 tables?

Pennsylvania federal spending shows statewide spending. NAICS 325411 shows NAICS 325411 without a state filter. Pennsylvania industries lists other Pennsylvania industry cells. All spending ties lists other pairs. This page is the join of those two filters, not a restatement of either hub. Original filings remain on the source sites.