Dataverse - Anomalous application user activity

Requête originale, sans modification.

let query_lookback = 14d;
let query_frequency = 5h;
let anomaly_threshold = 2.5;
let seasonality = -1;
let trend = 'linefit';
let step_duration = 5h;
let app_user_regex = "^[0-9A-Fa-f]{8}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{12}\\.com$";
let guid_regex = "([0-9A-Fa-f]{8}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{4}-[0-9A-Fa-f]{12})";
let application_users = DataverseActivity
    | where TimeGenerated >= ago(query_frequency)
    | where UserId !endswith "@onmicrosoft.com" and UserId != "Unknown"
    | summarize by UserId
    | where split(UserId, "@")[1] matches regex app_user_regex;
DataverseActivity
| where TimeGenerated >= startofday(ago(query_lookback))
| where UserId in (application_users)
| where isnotempty(OriginalObjectId)
| make-series TotalEvents = count() default=0 on TimeGenerated from startofday(ago(query_lookback)) to now() step step_duration by UserId, InstanceUrl, OriginalObjectId
| extend (Anomalies, Score, Baseline) = series_decompose_anomalies(TotalEvents, anomaly_threshold, seasonality, trend)
| mv-expand
    TotalEvents to typeof(double),
    AnomalyTimeGenerated = TimeGenerated to typeof(datetime),
    Anomalies to typeof(double),
    Score to typeof(double),
    Baseline to typeof(long)
| where Anomalies > 0
| extend Details = bag_pack(
                       "TotalEvents",
                       TotalEvents,
                       "Anomalies",
                       Anomalies,
                       "Baseline",
                       Baseline,
                       "Score",
                       Score,
                       "OriginalObjectId",
                       OriginalObjectId
                   )
| summarize Details = make_set(Details, 100) by UserId, InstanceUrl, AnomalyTimeGenerated
| extend
    CloudAppId = int(32780),
    AadUserId = extract(guid_regex, 1, tostring(split(UserId, "@")[0]))
| project
    AnomalyTimeGenerated,
    UserId,
    AadUserId,
    InstanceUrl,
    Details,
    CloudAppId