Story Turnaround Hours Beat Average Calculator
Audit actual assigned/completed UTC story durations by beat, retaining incomplete censoring and unavailable complete-case mean with −1; completed-only means are not unbiased all-story turnaround forecasts.
Description
Completed-story turnaround differs from unfinished-story exposure.
Completed-story turnaround differs from unfinished-story exposure. Complete-case averages can hide pending work.1
Enter aligned nonempty beat labels/assignment stamps/completion stamps or empty. Require nonblank labels and completion≥assignment; group in first-occurrence order. Return completion counts, mean hours or −1, and incomplete counts.
When to use Story Turnaround Hours Beat Average Calculator
Use Story Turnaround Hours Beat Average Calculator when you need to evaluate the supplied records under the calculation and evidence rules below. UTC must be real whole-second YYYY-MM-DDTHH:mm:ssZ in1900–2199. No unbiased all-story forecast is supplied.
Prepare the actual editorial, source, layout, timing or audience records requested. Supply explicit house-policy limits and preserve missing evidence.
How to use Story Turnaround Hours Beat Average Calculator and understand its results
- Prepare the actual editorial, source, layout, timing or audience records requested. Supply explicit house-policy limits and preserve missing evidence.
- Enter storyBeatLabels, assignedUtc, completedUtcOrEmpty using the field table and calculation rules, then run the tool.
- Read observedBeatLabels, completedStoryCounts, meanCompletedTurnaroundHours, incompleteStoryCounts. The explanation below defines the units, signs, ordering and any flags or placeholder values.
- If the tool reports an input issue, correct the values and run it again. Apply the stated assumptions when interpreting a successfully returned result.
| Input field | Meaning | Value type; see rules below | Requirement |
|---|---|---|---|
| storyBeatLabels | Story beat labels | list of string | Required |
| assignedUtc | Assigned utc | list of string | Required |
| completedUtcOrEmpty | Completed utc or empty | list of string | Required |
Enter aligned nonempty beat labels/assignment stamps/completion stamps or empty. Require nonblank labels and completion≥assignment; group in first-occurrence order. Return completion counts, mean hours or −1, and incomplete counts.
hours=(completedUTC−assignedUTC)/3600000; mean uses completed records only Units, indexing, boundary conditions and exceptional cases are defined in the calculation rules above.
| Output field | Meaning | Value type |
|---|---|---|
| observedBeatLabels | Observed beat labels | list of string |
| completedStoryCounts | Completed story counts | list of number |
| meanCompletedTurnaroundHours | Mean completed turnaround hours | list of number |
| incompleteStoryCounts | Incomplete story counts | list of number |
{
"input": {
"storyBeatLabels": [
"city",
"city",
"science"
],
"assignedUtc": [
"2025-01-01T00:00:00Z",
"2025-01-01T00:00:00Z",
"2025-01-01T00:00:00Z"
],
"completedUtcOrEmpty": [
"2025-01-01T02:00:00Z",
"",
"2025-01-01T06:00:00Z"
]
},
"output": {
"observedBeatLabels": [
"city",
"science"
],
"completedStoryCounts": [
1,
1
],
"meanCompletedTurnaroundHours": [
2,
6
],
"incompleteStoryCounts": [
1,
0
]
}
}Limitations and assumptions
UTC must be real whole-second YYYY-MM-DDTHH:mm:ssZ in1900–2199. No unbiased all-story forecast is supplied.
Numeric inputs, where present, must be finite. Follow the calculation-specific rules for overflow, underflow and exceptional cases. Numeric lists are limited to 10,000 entries; string lists to 128 strings of at most 128 characters each. The rules above may impose smaller limits. Missing required fields, extra fields, wrong value types and violations of the calculation rules are input errors.
Alternative or Complementary methods
Use Byline Count per Week Productivity Calculator: Seven-day publication bins can begin on any caller-selected date. Empty bins and out-of-window records belong in the ledger. For a complementary task, use Statistic Staleness Years Old Data Flag Checker: Statistic age should use its reference date rather than its publication date. Future dates need a separate flag.
References
Similar or alternative tools
- Byline Count per Week Productivity Calculator
Seven-day publication bins can begin on any caller-selected date. Empty bins and out-of-window records belong in the ledger.
- Statistic Staleness Years Old Data Flag Checker
Statistic age should use its reference date rather than its publication date. Future dates need a separate flag.