SYNTHETIC DATA · REPRODUCIBLE EXAMPLES

Pipeline output previews

These read-only tables correspond to the checked-in sample inputs. Run each project's Python command to regenerate the output files locally.

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01 · Enterprise Data Integration

Three joined orders accepted; two records quarantined with explicit reasons.

3 accepted · 2 rejected
OrderCustomerSegmentDateAmountResult
ORD-1001Avery Exampleretail2025-01-05125.50accepted
ORD-1002Jordan Samplebusiness2025-01-06980.00accepted
ORD-1003Avery Exampleretail2025-01-0945.25accepted
ORD-1004——2025-01-1020.00unknown customer
ORD-1005——not-a-date12.00invalid date

02 · Financial & Insurance Analytics

Expected and actual premiums/commissions compared as exact cents.

1 reconciled · 2 exceptions
PolicyPremium expectedPremium actualPremium varianceCommission varianceStatus
POL-001$1,000.00$1,000.00$0.00$0.00reconciled
POL-002$250.00$240.00-$10.00-$5.00exception
POL-003$500.00$0.00-$500.00-$50.00exception

03 · Healthcare Interoperability

HL7 v2 ORU and FHIR R4 observations normalized to one output shape.

3 synthetic observations
SourcePatient refCodeObservationValueUnitStatus
HL7v2SYNTH-PAT-001DEMO-GLUSynthetic glucose92mg/dLF
HL7v2SYNTH-PAT-001DEMO-HGBSynthetic hemoglobin13.8g/dLF
FHIRSYNTH-PAT-002DEMO-TEMPSynthetic temperature36.8Celfinal

04 · Cloud Modernization & DataOps

Validated silver records roll up into a SQL-based daily gold summary.

4 silver · 2 quarantined
Bronze rows 6 Silver rows 4 Quarantined 2 Run status success
Event dateEvent typeCountTotal amount
2025-02-01claim1$75.00
2025-02-01payment1$125.50
2025-02-02adjustment1$15.00
2025-02-02payment1$42.25

Synthetic examples only. Names and identifiers are fictitious. These previews are illustrative outputs from the included sample data, not production healthcare, financial, or employer data.