Software Publishers in Alabama 2nd District (AL-02)

What the Software Publishers–AL-02 join is

Congressional district AL-02 and NAICS 511210 meet here. $1,288,548,978.46 is the USAspending.gov obligation sum on awards that carry both tags. It is not Software Publishers's nationwide total, not every federal dollar coded to Alabama 2nd District (AL-02), and not an outlay register. The packet does not split packaged versus custom software, or contract versus assistance. 24 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a license census, a named-vendor roster, or a seat-count file.

Dividing $1,288,548,978.46 by 24 yields about $53,689,540.77 per award on average. That ratio is two packet facts. It is not a typical contract, grant, or benefit line. 24 awards is a compact publisher file. License counts are unpublished. Named vendors are unpublished. Do not treat AL-02's 511210 cell as a synonym for every Software Publishers account nationwide. Open /districts/AL-02/ (Alabama 2nd District) for the district table without this NAICS filter, /industries/511210/ (NAICS 511210) for NAICS 511210 without a AL-02 filter, /states/al/ (Alabama federal spending) for every industry in the Alabama extract, and /ties/ (All spending ties) for the rest of the join list. Quote those hubs as parents, not as addends to $1,288,548,978.46.

NAICS 511210 as the Software Publishers side

USAspending labels NAICS 511210 as Software Publishers. That code produced $1,288,548,978.46 when crossed with Alabama 2nd District (AL-02) place of performance. The industry-wide 511210 hub does not require AL-02 geography. The district hub does not require Software Publishers. Only this tie applies both filters, which is why it cites 24 awards. The packet does not split packaged versus custom software, or contract versus assistance.

Correlation is not causation: Alabama 2nd District (AL-02) did not cause $1,288,548,978.46 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 511210 × AL-02 only. This cell is not a license census, a named-vendor roster, or a seat-count file. 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.

Alabama 2nd District (AL-02) as place of performance

Alabama 2nd District (AL-02) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list AL-02 while later work occurs elsewhere. Awards tagged to other Alabama districts belong on those ties even when the industry is also NAICS 511210. Alabama 2nd District (AL-02) is a numbered place-of-performance geography. Other Alabama districts are separate joins.

/states/al/ shows how NAICS 511210 sits beside other industries in the same state extract. $1,288,548,978.46 is one district-industry column, not the state table. This packet does not split Alabama 2nd District (AL-02) by county, city, or census tract. Awards that carry a different NAICS stay on those other ties even if the work sounds related to Software Publishers. The district-wide obligation total published here is $21,388,752,151.47; $1,288,548,978.46 is the Software Publishers slice of that denominator.

Obligations, not outlays

USAspending.gov records an obligation when the federal government commits funds on an award. $1,288,548,978.46 is that kind of sum for Software Publishers inside AL-02 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 $1,288,548,978.46 as given.

Alabama's own budget is a separate ledger. Mixing it with the 24-row Software Publishers cell leaves USAspending.gov. Treat 24 as award records in the aggregate, not unique vendors. Do not annualize without a year field in the packet. Do not per-capita or per-recipient the dollar total; those denominators are unpublished. The implied mean ($53,689,540.77) is a concentration statistic, not a typical AL-02 Software Publishers payment.

How to cite Software Publishers in AL-02

Cite USAspending.gov: Software Publishers (NAICS 511210) obligated $1,288,548,978.46 on 24 awards coded to Alabama 2nd District (AL-02). Name Software Publishers and Alabama 2nd District (AL-02) together. Keep the obligation word. If /districts/AL-02/ or /industries/511210/ has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a license census, a named-vendor roster, or a seat-count file. 6.0% of $21,388,752,151.47 is the district share on this packet, not a performance score.

Reading a compact Software Publishers file in AL-02

24 awards is a compact publisher file. License counts are unpublished. Named vendors are unpublished. Publishing software (511210) is not designing systems (541512) or residual computer services (541519). Keep the codes apart. 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 $53,689,540.77) and the district share (6.0% of $21,388,752,151.47) are ratios of packet facts. Prefer /districts/AL-02/ and /industries/511210/ if the live tables moved. A software-publisher NAICS tag is not a seat-license census for AL-02 residents.

Questions

How much Software Publishers spending is coded to Alabama 2nd District (AL-02)?

USAspending.gov lists $1,288,548,978.46 in Software Publishers obligations across 24 awards with place of performance in Alabama 2nd District (AL-02). NAICS 511210 × AL-02 is an obligation join, not an outlay and not Alabama's complete federal ledger. The cell is 6.0% of the district's published total ($21,388,752,151.47). Unique recipients are unpublished. Average obligation is about $53,689,540.77, a ratio of those two facts only.

Does $1,288,548,978.46 include every Software Publishers program in AL-02?

The packet publishes one NAICS rollup. The packet does not split packaged versus custom software, or contract versus assistance. $1,288,548,978.46 is the combined obligation sum for NAICS 511210 inside AL-02 coding. This page will not invent a program pie or name contractors. Open NAICS 511210 and Alabama 2nd District to inspect parent tables. 24 remains an action count, not a program count.

Is $1,288,548,978.46 cash already paid in Alabama 2nd District (AL-02)?

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 $1,288,548,978.46 as checks already cleared in Alabama 2nd District (AL-02) confuses those terms. Later ingests can revise 24 awards. Prefer the live district and industry hubs if the tables moved.

Where is the live Software Publishers–AL-02 table?

Alabama 2nd District is the district parent and NAICS 511210 is the industry parent. Alabama federal spending covers Alabama without the district×industry intersection as the headline. All spending ties lists other pairs. Those hubs are not addends. Keep both sides of the join when citing $1,288,548,978.46. Place of performance is AL-02. Obligations are not outlays.