{ "line_id": "str", "plant_id": "str", "work_center_id": "str", "shift_id": "str", "shift_date": "str", "shift_number": "int64", "shift_duration_minutes": "float64", "product_id": "str", "product_family": "str", "production_order_id": "str", "line_type": "str", "automation_level": "str", "number_of_stations": "int64", "line_configuration": "str", "plant_location": "str", "industry_sector": "str", "takt_time_seconds": "float64", "designed_cycle_time_seconds": "float64", "actual_cycle_time_avg_seconds": "float64", "actual_cycle_time_std_seconds": "float64", "actual_cycle_time_min_seconds": "float64", "actual_cycle_time_max_seconds": "float64", "cycle_time_percentile_p50": "float64", "cycle_time_percentile_p95": "float64", "cycle_time_cov": "float64", "bottleneck_station_id": "str", "bottleneck_cycle_time_seconds": "float64", "bottleneck_utilisation_pct": "float64", "secondary_bottleneck_station_id": "str", "cycle_time_loss_seconds": "float64", "planned_production_quantity": "int64", "actual_production_quantity": "int64", "good_units_produced": "int64", "defective_units_produced": "int64", "scrap_units": "int64", "rework_units": "int64", "throughput_rate_actual_uph": "float64", "throughput_rate_design_uph": "float64", "throughput_rate_ratio": "float64", "rolled_throughput_yield_pct": "float64", "total_parts_processed": "int64", "wip_queue_avg_units": "float64", "wip_queue_max_units": "int64", "output_variance_pct": "float64", "units_per_operator_hour": "float64", "planned_production_time_minutes": "float64", "available_time_minutes": "float64", "oee_availability": "float64", "oee_performance": "float64", "oee_quality": "float64", "oee_overall": "float64", "teep_pct": "float64", "loading_pct": "float64", "availability_loss_minutes": "float64", "performance_loss_units": "float64", "quality_loss_units": "int64", "six_big_losses_breakdown": "str", "oee_benchmark_class": "str", "oee_loss_primary_driver": "str", "changeover_time_minutes": "float64", "changeover_count": "int64", "downtime_unplanned_minutes": "float64", "downtime_planned_minutes": "float64", "downtime_event_count": "int64", "mtbf_minutes": "float64", "mttr_minutes": "float64", "largest_downtime_event_minutes": "float64", "equipment_failure_flag": "str", "downtime_category_mechanical": "float64", "downtime_category_electrical": "float64", "downtime_category_tooling": "float64", "downtime_category_material": "float64", "downtime_category_operator": "float64", "downtime_category_quality_hold": "float64", "planned_maintenance_flag": "str", "maintenance_type_last": "str", "equipment_age_years": "float64", "equipment_condition_score": "float64", "operator_headcount_planned": "int64", "operator_headcount_actual": "int64", "operator_utilisation_pct": "float64", "operator_skill_level_avg": "str", "absenteeism_rate_pct": "float64", "overtime_hours": "float64", "ergonomic_incident_flag": "str", "operator_variance_flag": "str", "cross_training_ratio_pct": "float64", "shift_supervisor_id": "str", "defect_rate_ppm": "float64", "sigma_level": "float64", "cpk_primary_characteristic": "float64", "cp_primary_characteristic": "float64", "primary_defect_type": "str", "secondary_defect_type": "str", "inspection_method": "str", "spc_control_chart_flag": "str", "control_chart_out_of_control": "str", "quality_alert_issued": "str", "customer_complaint_flag": "str", "first_pass_yield_pct": "float64", "right_first_time_pct": "float64", "energy_consumption_kwh": "float64", "energy_per_good_unit_kwh": "float64", "peak_demand_kw": "float64", "compressed_air_consumption_m3": "float64", "coolant_consumption_litres": "float64", "energy_efficiency_score": "float64", "carbon_footprint_kg_co2": "float64", "direct_labour_cost_usd": "float64", "overhead_cost_usd": "float64", "material_cost_per_unit_usd": "float64", "scrap_cost_usd": "float64", "rework_cost_usd": "float64", "downtime_cost_per_minute_usd": "int64", "total_downtime_cost_usd": "float64", "cost_of_poor_quality_usd": "float64", "value_added_ratio_pct": "float64", "production_cost_per_unit_usd": "float64" }