View loaded: Find recurring bus stop maintenance problems sooner.
Start with one of three tasks
Maintenance issues by category
Share of all fictional reports.
Stops with recurring issues
Fictional review leads at public stop references.
Recent maintenance trends
2026-06: 123 fictional reports
Monthly comments Jan–Jun 2026 fictional period
A recurring-location example
This fictional finding shows how an analyst can move from a location summary to the original comments. It does not describe a verified condition at the real stop.
119th Ave SE & SE 58th St (65630)
Bellevue · official public stop reference. Most common category: Illegal dumping. Average severity 3.6/5.
Staff make the final call
Each suggestion shows the source comment and the rule that produced it. Staff can correct the language, category, severity, or priority and keep the change in the audit history.
View methodology and benchmark details
Language template checks
These results cover the fictional templates only. They do not establish translation quality or field performance.
| Language | Examples | Detection | Category | Urgent recall |
|---|---|---|---|---|
| EnglishEnglish | 90 | 100% | 100% | 100% |
| EspañolSpanish | 50 | 100% | 100% | 100% |
| 简体中文Simplified Chinese | 40 | 100% | 100% | 100% |
| 繁體中文Traditional Chinese | 35 | 100% | 100% | 100% |
| Tiếng ViệtVietnamese | 40 | 100% | 100% | 100% |
| Af SoomaaliSomali | 40 | 100% | 100% | 100% |
| РусскийRussian | 35 | 100% | 100% | 100% |
| 한국어Korean | 30 | 100% | 100% | 100% |
| УкраїнськаUkrainian | 30 | 100% | 100% | 100% |
| አማርኛAmharic | 30 | 100% | 100% | 100% |
| العربيةArabic | 30 | 100% | 100% | 100% |
| TagalogTagalog | 30 | 100% | 100% | 100% |
| हिन्दीHindi | 20 | 100% | 100% | 100% |
Curated synthetic translations are kept separate from classification explanations. They are not certified agency translations; qualified-language validation remains future pilot work.