Data explorer
Data explorer
Cross-tabulate any two fields, check what is missing, and summarise groups. Every cell links to the records behind it.
Agency
Stage
High-impact
Topic
AI type
Sourcing
Vendor
Function1
Start year
Only records with a parseable start date match a year filter.
Function: Software development assistancetesting: blank
Agency × Development stage
80 recordsMissing-data analysis
Core fields, current filter| Field | Filled | Missing | Filled % |
|---|
| Stage | 60 | 20 | 75% |
| High-impact designation | 57 | 23 | 71% |
| Topic area | 58 | 22 | 73% |
| AI classification | 56 | 24 | 70% |
| Problem | 72 | 8 | 90% |
| Benefits | 67 | 13 | 84% |
| Outputs | 56 | 24 | 70% |
| Sourcing | 28 | 52 | 35% |
| Start date | 28 | 52 | 35% |
| ATO | 27 | 53 | 34% |
| PII | 25 | 55 | 31% |
| Custom code | 29 | 51 | 36% |
Descriptive statistics
Current filter| Records | 80 |
| Agencies | 21 |
| Records per agency: median | 2 |
| Records per agency: largest | 12 |
| Deployed share | 12.5% |
| High-impact share (of designated) | 3.5% |
| Mean core-field completeness | 59% |
| Records with a parseable start date | 35.0% |
Grouped summary by agency
Shares use each agency's own record count| Agency | Records | Deployed % | Pilot % | High-impact | Generative % | In-house (of reported) | Completeness |
|---|
| ED | 12 | 0% | 0% | 0 | 0% | n/a | 17% |
| DOE | 12 | 42% | 17% | 1 | 92% | 38% | 87% |
| HHS | 11 | 0% | 45% | 0 | 55% | 60% | 77% |
| DOC | 6 | 0% | 0% | 0 | 0% | n/a | 3% |
| DOJ | 5 | 20% | 0% | 0 | 60% | 0% | 67% |
| DHS | 5 | 0% | 20% | 0 | 60% | 0% | 58% |
| NASA | 4 | 0% | 0% | 0 | 50% | n/a | 58% |
| VA | 4 | 25% | 0% | 1 | 50% | 0% | 52% |
| TREAS | 4 | 25% | 50% | 0 | 100% | 100% | 90% |
| DOT | 3 | 33% | 0% | 0 | 33% | 0% | 69% |
| NSF | 2 | 0% | 50% | 0 | 0% | n/a | 25% |
| TVA | 2 | 0% | 0% | 0 | 0% | n/a | 17% |
| SSA | 2 | 0% | 0% | 0 | 50% | 0% | 83% |
| NIGC | 1 | 100% | 0% | 0 | 0% | 0% | 92% |
| HUD | 1 | 0% | 100% | 0 | 100% | 0% | 100% |
| FCC | 1 | 0% | 0% | 0 | 0% | n/a | 58% |
| STB | 1 | 0% | 0% | 0 | 0% | n/a | 58% |
| USDA | 1 | 0% | 100% | 0 | 100% | 100% | 100% |
| DOI | 1 | 0% | 100% | 0 | 100% | 0% | 100% |
| OSC | 1 | 0% | 0% | 0 | 100% | 0% | 92% |
| FTC | 1 | 0% | 100% | 0 | 100% | 0% | 100% |