Field dictionary and source dimensions

Connected dashboard practice: Return to the cohort decision when you can explain its unit, eligibility and denominator.

Synthetic/proposed practice data. The descriptions below are also present in Metabase. Read source grain before joining or filtering.

task

One row per task; attempts and vendor costs preaggregated.

Field	Meaning and limit
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`user_id`	User id. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`locale`	Locale. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`created_at`	Created at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`source_minutes`	Source minutes. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`eligible`	Eligible. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`block_reason`	Block reason. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`persona`	Persona. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`primary_workflow`	Primary workflow. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`channel`	Channel. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`signup_at`	Signup at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`variant`	User-level randomized assignment; team accounts may mix variants. No account-level causal claim.
`plan`	Plan. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`attempts`	Attempts. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`failed_attempts`	Failed attempts. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`render_success`	Render success. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`last_finished_at`	Last finished at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`ready_at`	Ready at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`preview_at`	Preview at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`exported_at`	Exported at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`distributed_at`	Distributed at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`confirmed_use_at`	Confirmed use at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`reviewed_at`	Reviewed at. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`accepted`	Accepted. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`critical_error`	Stored independent synthetic review flag. Missing review is unknown.
`prep_minutes`	Prep minutes. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`review_minutes`	Review minutes. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`repair_minutes`	Repair minutes. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`manual_baseline_estimate_minutes`	User-estimated manual alternative, not a measured counterfactual.
`direct_vendor_usd`	Direct vendor usd. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`confirmed_quality_use`	Accepted, no critical error, and confirmed audience use; missing review stays unknown.
`ready_seconds`	Ready seconds. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`previewed`	Previewed. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`reviewed_preview`	Reviewed preview. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`reviewed`	Reviewed. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`accepted_flag`	Accepted flag. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`critical_flag`	Critical flag. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`had_failure`	Had failure. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`recovered_value`	Recovered value. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`attempted`	Attempted. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`retried`	Retried. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.
`use_seconds`	Use seconds. One row per task; attempts and vendor costs preaggregated. Synthetic/proposed data; not DeepBrain performance.

week

One row per confirmed quality-use task; group by week.

Field	Meaning and limit
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`persona`	Persona. One row per confirmed quality-use task; group by week. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One row per confirmed quality-use task; group by week. Synthetic/proposed data; not DeepBrain performance.
`week_start`	Week start. One row per confirmed quality-use task; group by week. Synthetic/proposed data; not DeepBrain performance.

cohort

One row per signup including zero-activity users.

Field	Meaning and limit
`user_id`	User id. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`persona`	Persona. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`primary_workflow`	Primary workflow. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`channel`	Channel. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`signup_at`	Signup at. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`variant`	User-level randomized assignment; team accounts may mix variants. No account-level causal claim.
`acquisition_usd`	Acquisition usd. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`cohort_month`	Cohort month. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`mature7`	Seven full days observed at frozen cutoff.
`mature42`	A full 42 days observed at frozen cutoff; days 28-41 return eligibility.
`activated7`	Activated7. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`return28_41`	Return28 41. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`activated_eligible`	Activated eligible. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`returned_eligible`	Returned eligible. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`zero_mature`	Zero mature. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.
`eligible_spend`	Eligible spend. One row per signup including zero-activity users. Synthetic/proposed data; not DeepBrain performance.

milestone

One task per recorded checkpoint; group by checkpoint.

Field	Meaning and limit
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`persona`	Persona. One task per recorded checkpoint; group by checkpoint. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One task per recorded checkpoint; group by checkpoint. Synthetic/proposed data; not DeepBrain performance.
`checkpoint`	Checkpoint. One task per recorded checkpoint; group by checkpoint. Synthetic/proposed data; not DeepBrain performance.

work

One reviewed task per workload component; group by component.

Field	Meaning and limit
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`persona`	Persona. One reviewed task per workload component; group by component. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One reviewed task per workload component; group by component. Synthetic/proposed data; not DeepBrain performance.
`component`	Component. One reviewed task per workload component; group by component. Synthetic/proposed data; not DeepBrain performance.
`minutes`	Minutes. One reviewed task per workload component; group by component. Synthetic/proposed data; not DeepBrain performance.

estimate

One reviewed task; manual baseline is an estimate.

Field	Meaning and limit
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`user_id`	User id. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`locale`	Locale. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`created_at`	Created at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`source_minutes`	Source minutes. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`eligible`	Eligible. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`block_reason`	Block reason. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`persona`	Persona. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`primary_workflow`	Primary workflow. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`channel`	Channel. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`signup_at`	Signup at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`variant`	User-level randomized assignment; team accounts may mix variants. No account-level causal claim.
`plan`	Plan. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`attempts`	Attempts. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`failed_attempts`	Failed attempts. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`render_success`	Render success. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`last_finished_at`	Last finished at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`ready_at`	Ready at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`preview_at`	Preview at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`exported_at`	Exported at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`distributed_at`	Distributed at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`confirmed_use_at`	Confirmed use at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`reviewed_at`	Reviewed at. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`accepted`	Accepted. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`critical_error`	Stored independent synthetic review flag. Missing review is unknown.
`prep_minutes`	Prep minutes. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`review_minutes`	Review minutes. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`repair_minutes`	Repair minutes. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`manual_baseline_estimate_minutes`	User-estimated manual alternative, not a measured counterfactual.
`direct_vendor_usd`	Direct vendor usd. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`confirmed_quality_use`	Accepted, no critical error, and confirmed audience use; missing review stays unknown.
`ready_seconds`	Ready seconds. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.
`estimated_net_minutes`	Estimated net minutes. One reviewed task; manual baseline is an estimate. Synthetic/proposed data; not DeepBrain performance.

meter

One entitlement per task; never combine incompatible meter units.

Field	Meaning and limit
`task_id`	Fictional customer task identifier. One task may have several render attempts.
`meter`	Distinct allowance unit. Never sum video counts, dubbing minutes and generative credits.
`reserved`	Reserved. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.
`consumed`	Consumed. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.
`released`	Released. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`persona`	Persona. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.
`workflow`	Workflow. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.
`outstanding`	Outstanding. One entitlement per task; never combine incompatible meter units. Synthetic/proposed data; not DeepBrain performance.

assignment

One account with assigned users; validity audit not treatment effect.

Field	Meaning and limit
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`variants`	Variants. One account with assigned users; validity audit not treatment effect. Synthetic/proposed data; not DeepBrain performance.
`mixed`	Mixed. One account with assigned users; validity audit not treatment effect. Synthetic/proposed data; not DeepBrain performance.

billing

One account per month; group by month, MRR is a stock.

Field	Meaning and limit
`account_id`	Fictional customer account identifier. Accounts can contain multiple users.
`month`	UTC calendar month. Keep MRR grouped by this stock period.
`opening_mrr`	Opening mrr. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`new_mrr`	New mrr. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`expansion`	Expansion. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`contraction`	Contraction. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`churn`	Churn. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`closing_mrr`	Closing mrr. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`cash_received`	Cash received. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`refunds`	Refunds. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`payment_fee`	Payment fee. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`retained_base`	Retained base. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.
`retained_expanded`	Retained expanded. One account per month; group by month, MRR is a stock. Synthetic/proposed data; not DeepBrain performance.

period

One month; costs separately aggregated before joining.

Field	Meaning and limit
`month`	UTC calendar month. Keep MRR grouped by this stock period.
`net_cash`	Net cash. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`payment_fee`	Payment fee. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`direct_usd`	Direct usd. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`service_allocated`	Service allocated. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`rd`	Rd. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`service_cash_contribution`	Service cash contribution. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.
`after_rd_cash_proxy`	After rd cash proxy. One month; costs separately aggregated before joining. Synthetic/proposed data; not DeepBrain performance.

eval

One held-out case per candidate; group candidate and slice.

Field	Meaning and limit
`case_id`	Case id. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`candidate`	Candidate. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`task_pass`	Task pass. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`critical_error`	Stored independent synthetic review flag. Missing review is unknown.
`judge_pass`	Judge pass. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`cost_usd`	Cost usd. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`latency_seconds`	Latency seconds. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`slice`	Slice. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`detected_failure`	Detected failure. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.
`actual_failure`	Actual failure. One held-out case per candidate; group candidate and slice. Synthetic/proposed data; not DeepBrain performance.

opportunity

One proposed opportunity; filter chosen subset before summing.

Field	Meaning and limit
`opportunity_id`	Opportunity id. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`name`	Name. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`eng_weeks`	Eng weeks. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`design_weeks`	Design weeks. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`review_weeks`	Review weeks. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`dependency`	Dependency. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`low_reach`	Low reach. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`high_reach`	High reach. One proposed opportunity; filter chosen subset before summing. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.

gate

One proposed release gate; unknown is not verified.

Field	Meaning and limit
`gate_id`	Gate id. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.
`requirement_id`	Requirement id. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.
`owner_role`	Owner role. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.
`test`	Test. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.
`state`	State. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.
`source_id`	Provenance identifier; sim is fictional, plan is proposed.
`unresolved`	Unresolved. One proposed release gate; unknown is not verified. Synthetic/proposed data; not DeepBrain performance.

Metabase metadata coverage: 627 metric dimension instances, 182 raw fields and 27 foreign-key relationships.