{"version":"3.0.0","domains":["real-time-architecture","execution-algorithms","backtesting-methodology","financial-ml","market-microstructure-latency","crypto-custody-security","regulatory-compliance-global","broker-integration","quant-research-alt-data","multi-asset-derivatives","deployment-ops","global-market-integration","tax-accounting-reporting-global","risk-management","portfolio-multi-strategy","data-management-global"],"nodes":[["adaptive-batch-size-tuning-under-load",0,2073],["adaptive-execution-under-volatility-spikes",1,895],["adaptive-sampling-under-extreme-tick-rates",0,750],["adjusted-vs-unadjusted-price-series-pitfalls",2,909],["adversarial-robustness-of-trading-signals",3,1976],["adverse-selection-measurement-for-passive-orders",4,2386],["air-gapped-signing-workflow-for-cold-storage",5,1601],["algo-parameter-defaults-by-instrument-liquidity-tier",1,1099],["algo-trading-disclosure-to-exchange-membership",6,1116],["algo-wheel-broker-execution-quality-comparison",1,1471],["algorithmic-trading-firm-licensing-thresholds",6,1313],["alpaca-paper-live-key-separation",7,1199],["alternative-data-feature-integration",3,1723],["alternative-data-vendor-due-diligence-checklist",8,1463],["american-vs-european-style-option-exercise-handling",9,1572],["annual-compliance-attestation-workflow",6,2051],["api-key-least-privilege-audit-tool",7,1094],["app-download-and-usage-data-for-consumer-companies",8,1372],["asic-market-integrity-rules-automated-trading",6,2279],["auction-only-order-types-for-illiquid-names",1,1132],["audit-logging-for-configuration-changes",10,1446],["australia-asic-drt-obligations",6,1953],["australian-securities-exchange-asx-api",11,1925],["automated-rollback-triggers-on-anomaly-detection",10,1379],["automated-tax-lot-reporting-pipeline",12,2245],["b3-brazil-exchange-api-integration",11,1211],["backpressure-drop-degrade-policy",0,1073],["backtest-audit-trail-for-regulatory-review",2,1078],["backtest-database-schema-for-point-in-time-queries",2,757],["backtest-determinism-and-reproducibility",2,979],["backtest-infrastructure-cost-budgeting",2,898],["backtest-look-ahead-in-universe-selection",2,923],["backtest-outlier-and-bad-tick-filtering",2,1023],["backtest-parameter-sensitivity-analysis",2,922],["backtest-reporting-standardized-tearsheet",2,1013],["backtest-vs-live-performance-divergence-tracking",2,1173],["backtesting-alt-data-strategies-with-realistic-availability-lag",8,1130],["backtesting-ml-models-against-transaction-costs",3,909],["benchmark-relative-performance-attribution",2,2361],["benchmark-selection-for-strategy-evaluation",2,883],["best-execution-record-keeping-global",6,1291],["binance-futures-testnet-to-mainnet-promotion",11,1232],["binary-options-regulatory-and-risk-considerations",9,1386],["binary-protocol-parsing-for-low-latency-feeds",0,1246],["black-swan-playbook-for-halted-markets",13,1212],["blue-green-deployment-for-live-strategy-updates",10,1491],["borsa-istanbul-api-integration",11,1090],["broker-account-margin-call-handling",7,1225],["broker-agnostic-adapter-interface",7,1012],["broker-api-changelog-diffing-tool",7,1042],["broker-api-deprecation-notice-monitoring",7,1228],["broker-api-idempotent-cancel-requests",7,1584],["broker-api-versioning-migration-playbook",7,2075],["broker-failover-secondary-account-routing",7,1691],["broker-margin-interest-accrual-tracking",7,1325],["broker-order-type-capability-matrix",7,1221],["broker-side-order-throttle-detection",7,1275],["broker-status-page-monitoring-integration",7,1679],["bursa-malaysia-api-integration",11,1887],["bybit-derivatives-api-integration",11,1499],["calendar-spread-and-multi-leg-order-atomicity",9,895],["canada-iiroc-electronic-trading-rules",6,927],["canary-releases-for-strategy-code-changes",10,1728],["capacity-planning-for-symbol-universe-growth",10,955],["capital-efficiency-across-cross-margined-strategies",14,1304],["capital-gains-vs-business-income-classification",12,1127],["capital-preservation-mode-for-degraded-conditions",13,1469],["capital-reallocation-based-on-live-performance",14,1014],["categorical-feature-encoding-for-instrument-identity",3,1260],["cboe-options-exchange-api-integration",11,1270],["central-bank-communication-nlp-analysis",8,825],["centralized-secrets-management-vault-integration",10,1443],["cftc-commodity-pool-operator-registration",6,1154],["chaos-engineering-for-trading-infrastructure",10,1489],["circuit-breaker-for-downstream-service-calls",0,1676],["class-imbalance-handling-for-rare-signal-events",3,912],["clock-drift-monitoring-alerting-thresholds",4,1188],["clock-skew-correction-for-tick-timestamps",0,1561],["clock-synchronization-ptp-for-trading-hosts",4,1473],["close-auction-participation-strategy",1,992],["cme-globex-futures-api-integration",11,1154],["cme-stp-fix-and-ilink2-tag-value-encoding",11,1480],["co-location-provider-selection-and-network-topology",4,1181],["coinbase-advanced-trade-api-migration",11,1267],["cold-start-handling-for-newly-listed-instruments",3,1445],["cold-storage-geographic-distribution-strategy",5,906],["colocation-latency-budget-accounting",4,1163],["commodity-futures-storage-and-carry-cost-modeling",9,1026],["concentration-risk-single-name-limits",13,947],["concept-drift-vs-staleness-differentiation",3,1323],["conditional-order-logic-for-execution-triggers",1,1319],["configuration-drift-detection-across-environments",10,1090],["conflict-of-interest-disclosure-for-prop-vs-client-flow",6,1333],["constructive-sale-rule-considerations-us",12,1144],["consumer-group-rebalance-safety",0,1234],["convertible-bond-arbitrage-data-requirements",9,1168],["corporate-action-adjusted-backtesting",2,1220],["corporate-action-event-calendar-integration",15,1306],["correlation-aware-exposure-limits",13,1128],["cost-monitoring-for-cloud-trading-infrastructure",10,1048],["counterparty-and-broker-concentration-risk",13,1038],["counterparty-credit-risk-for-otc-derivatives",13,1286],["credit-card-transaction-data-signal-construction",8,794],["credit-default-swap-basics-for-algo-context",9,871],["cross-account-aggregate-risk-view",13,1143],["cross-asset-correlation-regime-shifts",9,955],["cross-asset-hedge-execution-synchronization",1,1521],["cross-border-data-transfer-restrictions-for-trade-data",6,1040],["cross-chain-address-reuse-privacy-risk",5,1161],["cross-chain-bridge-risk-for-multi-chain-strategies",11,1360],["cross-datacenter-clock-sync-validation",0,1046],["cross-jurisdiction-regulatory-conflict-resolution",6,1320],["cross-margining-across-asset-classes",9,980],["cross-region-data-replication-lag-monitoring",15,1388],["cross-sectional-vs-time-series-model-design",3,1147],["cross-strategy-correlation-monitoring",14,1882],["cross-strategy-shared-infrastructure-resource-contention",14,1072],["cross-strategy-signal-reuse-and-licensing",14,1360],["cross-strategy-tax-lot-optimization",14,1024],["cross-validation-of-commission-schedules-over-time",2,838],["cross-vendor-timestamp-precision-reconciliation",15,1275],["cross-venue-latency-arbitrage-defensive-design",1,1483],["crypto-exchange-api-integration",11,1566],["crypto-transaction-tax-lot-tracking",12,1316],["crypto-wallet-key-custody-security",5,1396],["currency-gain-loss-tax-treatment-for-forex-trading",12,1460],["currency-pair-quoting-convention-normalization",15,963],["custodial-vs-non-custodial-tradeoff-assessment",5,1273],["custody-solution-uptime-and-liveness-guarantees",5,1053],["custody-solution-vendor-due-diligence-checklist",5,987],["dark-pool-routing-logic",1,1343],["data-lineage-tracking-for-audit-and-debugging",15,907],["data-localization-requirements-for-trade-records",6,1058],["data-pipeline-schema-contract-testing",15,933],["data-quality-monitoring-dashboard",15,914],["data-retention-policy-and-storage-tiering",15,1037],["data-vendor-contractual-usage-restriction-tracking",15,1001],["data-vendor-cross-validation-for-backtests",2,941],["database-backup-and-point-in-time-restore-testing",10,1053],["daylight-saving-time-transition-handling",15,1397],["decentralized-exchange-dex-integration-uniswap-style",11,1020],["degiro-unofficial-api-risk-assessment",7,1012],["demo-account-realism-gap-assessment",7,1010],["dependency-pinning-and-reproducible-builds",10,953],["dependency-vulnerability-scanning-in-ci",10,1011],["deployment-freeze-windows-around-market-events",10,1300],["deribit-crypto-options-api",11,924],["deutsche-borse-xetra-api-integration",11,1092],["disaster-recovery-runbook-for-full-region-outage",10,1235],["dividend-futures-and-forward-modeling",9,1294],["double-taxation-treaty-considerations-cross-border-trading",12,1079],["dubai-financial-market-dfm-api",11,1121],["dynamic-position-sizing-based-on-realized-volatility",13,928],["early-exercise-assignment-risk-management",9,1445],["earnings-call-transcript-nlp-signal-research",8,1185],["emergency-manual-override-access-control",13,1413],["employee-offboarding-procedure-for-custody-access",5,1163],["ensemble-signal-combination-without-overfitting",3,1062],["environment-parity-dev-staging-production",10,1513],["esg-data-signal-research-and-vendor-comparison",8,1647],["esma-double-volume-cap-mechanism",6,1345],["estimated-tax-payment-scheduling-for-active-trading-income",12,1755],["etrade-oauth1-signature-flow",7,1280],["eu-benchmark-regulation-for-strategies-referencing-indices",6,1673],["eu-market-abuse-regulation-mar-surveillance",6,1249],["eu-short-selling-regulation-disclosure-thresholds",6,1821],["eurex-market-data-and-order-api",11,1748],["euronext-optiq-market-data-integration",11,1673],["exchange-fee-tier-and-rebate-structure-analysis",4,1478],["exchange-for-physical-efp-transactions",9,1427],["exchange-gateway-redundancy-and-failover-testing",4,1565],["exchange-matching-engine-behavior-under-load",4,1423],["exchange-multicast-feed-handling",0,1869],["exchange-proof-of-reserves-verification",5,1488],["exchange-self-match-prevention-configuration",4,1611],["exchange-tick-size-regime-tracking",15,1408],["exchange-withdrawal-whitelist-enforcement",5,1418],["execution-algo-behavior-under-halted-instrument",1,1620],["execution-algo-parameter-optimization-via-backtest",1,1585],["execution-algo-twap-vwap-slicing",1,1789],["execution-algorithm-kill-switch-integration",1,1821],["execution-algorithm-regression-testing-suite",1,1345],["execution-cost-model-recalibration-cadence",1,1553],["execution-realistic-simulation",2,1587],["execution-slippage-attribution-timing-vs-sizing",1,1480],["execution-venue-fee-tier-optimization",1,1915],["explainability-for-live-trading-signals",3,1405],["explainable-boosting-machines-for-regulated-signals",3,1572],["factor-research-multiple-testing-correction",8,1311],["feature-engineering-cost-benefit-tracking",3,1304],["feature-engineering-without-leakage",3,1683],["feature-importance-drift-monitoring",3,1742],["feature-selection-stability-across-folds",3,1558],["feature-store-for-live-and-backtest-parity",3,1398],["feed-handler-canary-deployment",0,1413],["feed-handler-cpu-pinning-and-numa-awareness",0,1478],["fifo-vs-specific-lot-tax-accounting-methods",12,1361],["finra-algo-trading-registration-requirements",6,1578],["fix-protocol-session-management-across-venues",11,1696],["forex-broker-integration-oanda-mt5",11,1500],["form-1099-b-and-broker-tax-reporting-reconciliation",12,1893],["fpga-based-market-data-processing-evaluation",4,1550],["ftx-style-exchange-post-collapse-risk-lessons",11,1413],["futures-contract-roll-automation",9,1161],["futures-expiry-week-liquidity-and-volatility-handling",9,1613],["fx-forward-and-swap-position-tracking",9,1471],["global-exchange-holiday-calendar-handling",15,1458],["global-macro-economic-calendar-integration",15,1250],["google-trends-and-search-volume-signal-research",8,1617],["graceful-degradation-priority-during-partial-outage",10,1344],["graceful-degradation-to-polling-fallback",0,1893],["graceful-shutdown-draining-in-flight-ticks",0,1064],["gradient-boosted-tree-vs-neural-net-tradeoffs",3,1673],["graduated-response-to-data-quality-degradation",13,1385],["greeks-based-portfolio-hedging-automation",13,1410],["grpc-streaming-for-internal-service-communication",0,1283],["hardware-security-module-hsm-for-signing-keys",5,1860],["hardware-timestamping-vs-software-timestamping-accuracy",4,1470],["headless-broker-auth-patterns",7,2282],["historical-data-backfill-rate-limit-management",15,1429],["historical-order-book-reconstruction-from-message-logs",15,1602],["historical-tick-data-storage-and-compaction",15,1634],["hong-kong-exchange-hkex-orion-api",11,1866],["hong-kong-sfc-algorithmic-trading-guidelines",6,2037],["hot-cold-wallet-split-for-trading-bots",5,1405],["hyperparameter-tuning-without-target-leakage",3,1872],["ibkr-tws-gateway-headless-launch",7,1507],["ice-futures-us-eu-integration",11,2005],["iceberg-order-native-broker-support-vs-simulation",1,1468],["iceberg-order-simulation-and-detection",1,1312],["idx-indonesia-stock-exchange-api",11,1160],["immutable-infrastructure-for-trading-bots",10,1742],["implementation-shortfall-minimization",1,2819],["incremental-capital-deployment-for-new-strategies",14,1488],["india-sebi-algo-trading-tagging-requirements",6,2360],["infrastructure-as-code-for-trading-hosts",10,1479],["insider-trading-controls-for-alternative-data-usage",6,1232],["insider-transaction-filing-signal-research",8,1692],["instrument-universe-change-detection-and-alerting",15,1536],["insurance-coverage-assessment-for-custodied-crypto",5,1434],["interactive-brokers-global-multi-exchange-routing",11,1421],["interest-rate-swap-exposure-in-multi-asset-portfolios",9,919],["intraday-vs-eod-backtest-granularity-tradeoffs",2,1352],["isin-cusip-sedol-cross-reference-service",15,1422],["japan-exchange-group-jpx-api-integration",11,1393],["japan-fsa-high-speed-trading-registration",6,1587],["job-posting-data-as-a-growth-signal",8,1358],["jse-south-africa-api-integration",11,1294],["kafka-based-tick-distribution-at-scale",0,1670],["key-rotation-schedule-for-hot-wallet-keys",5,1837],["kill-switch-and-drawdown-circuit-breakers",13,1765],["korea-exchange-krx-api-integration",11,1442],["kraken-websocket-v2-auth-and-subscriptions",11,1512],["kyc-aml-considerations-for-algo-trading-entities",6,1580],["label-noise-estimation-in-financial-targets",3,872],["latency-arbitrage-defensive-order-sizing",4,1567],["latency-monitoring-percentile-based-slas",4,1811],["leverage-limit-enforcement-across-instruments",13,1627],["liquidity-adjusted-position-sizing",13,1331],["liquidity-seeking-algorithm-across-lit-and-dark-venues",1,1643],["lme-london-metal-exchange-integration",11,1707],["load-testing-before-scaling-to-new-instrument-universe",10,1038],["log-aggregation-and-centralized-observability",10,1405],["lookahead-bias-elimination",2,2003],["lse-millennium-exchange-api",11,1387],["margin-utilization-circuit-breaker",13,1747],["mark-to-market-election-for-active-traders-us",12,1130],["market-data-cost-optimization-tiered-subscriptions",15,1223],["market-data-entitlement-and-licensing-per-venue",11,1303],["market-data-feed-arbitration-across-vendors",0,1447],["market-data-latency-monitoring-per-vendor",15,1783],["market-data-replay-harness-for-integration-testing",0,1760],["market-data-simulator-for-offline-development",15,1558],["market-data-snapshot-plus-delta-reconciliation",0,1173],["market-maker-vs-taker-strategy-classification",4,1731],["mas-singapore-algo-trading-guidelines",6,1799],["matching-engine-throttle-and-message-gapping-detection",4,1920],["memory-mapped-ring-buffer-for-ultra-low-latency",0,1697],["message-rate-limit-vs-latency-tradeoff-tuning",4,1167],["meta-strategy-signal-arbitration",14,1019],["microstructure-noise-filtering-for-hf-signals",4,1439],["microwave-vs-fiber-network-links-for-cross-market-latency",4,2049],["mifid-ii-algo-trading-compliance-eu",6,1849],["minimum-fill-size-and-lot-rounding-logic",1,1806],["model-card-documentation-for-trading-models",3,1908],["model-inference-latency-budget-for-live-trading",3,2176],["model-monitoring-dashboard-for-non-technical-stakeholders",3,2143],["model-serving-infrastructure-ab-testing",3,1363],["model-staleness-detection",3,1765],["model-training-data-freshness-sla",3,1582],["model-versioning-and-rollback",3,1885],["monte-carlo-strategy-robustness-testing",2,1482],["moscow-exchange-moex-api-integration",11,2482],["mt5-python-bridge-for-forex-bots",11,1693],["multi-account-same-strategy-fan-out",7,1574],["multi-asset-backtest-currency-normalization",2,1553],["multi-broker-consolidated-position-view",7,1678],["multi-broker-rate-limit-handling",7,1725],["multi-currency-pnl-and-fx-conversion",15,1653],["multi-currency-var-aggregation",13,1415],["multi-day-execution-schedules-for-very-large-orders",1,1405],["multi-exchange-feed-normalization",0,1331],["multi-horizon-forecasting-architecture",3,1320],["multi-jurisdiction-tax-residency-implications",12,1510],["multi-leg-strategy-margin-optimization",9,1308],["multi-model-ensemble-weight-decay",3,2029],["multi-order-netting-before-routing",1,2332],["multi-party-computation-mpc-custody-solutions",5,1461],["multi-region-active-active-tick-ingestion",0,1694],["multi-region-failover-for-broker-connectivity",10,1796],["multi-signature-approval-for-large-transfers",5,1759],["multi-source-price-reconciliation-tie-breaking",15,1711],["multi-strategy-capital-allocation-limits",13,1242],["multi-strategy-reporting-consolidation-for-stakeholders",14,1266],["multi-timeframe-backtest-consistency-checks",2,1391],["multi-timezone-session-scheduling",15,1384],["multi-year-regime-coverage-requirement",2,1449],["nasdaq-totalview-itch-feed-parsing",11,1790],["network-interface-level-tick-timestamping",0,1476],["network-jitter-impact-on-strategy-performance",4,2234],["network-segmentation-for-trading-infrastructure",10,1776],["new-strategy-onboarding-checklist",14,1543],["new-zealand-exchange-nzx-api",11,1437],["nyse-arca-integrated-feed-handling",11,1618],["offline-train-online-infer-deployment",3,1335],["okx-unified-account-api",11,1699],["on-call-rotation-and-escalation-for-trading-systems",10,1284],["on-chain-transaction-monitoring-for-anomalies",5,1471],["online-learning-for-adaptive-signal-models",3,2412],["opening-auction-imbalance-based-execution",1,1419],["opportunity-cost-tracking-for-idle-capital",14,1194],["options-backtesting-with-realistic-iv-surface",2,1150],["options-chain-data-normalization-across-vendors",15,1785],["options-chain-expiry-cycle-conventions-by-exchange",15,1141],["options-flow-unusual-activity-detection",8,1400],["options-greeks-real-time-portfolio-aggregation",9,1563],["options-implied-volatility-surface-construction",15,1693],["options-margin-span-calculation-global",9,1730],["options-pin-risk-management-at-expiry",9,1679],["order-book-depth-processing-l2-l3",0,2186],["order-book-imbalance-signal-pipeline",0,1779],["order-book-microstructure-signal-research",4,1859],["order-placement-idempotency",7,2431],["order-to-trade-ratio-fee-penalty-avoidance",4,1560],["paper-to-live-promotion-checklist",10,2372],["participation-of-volume-pov-execution",1,1550],["patent-filing-data-for-innovation-signal-research",8,1908],["pattern-day-trader-rule-compliance-us",6,1578],["peg-order-types-for-passive-execution",1,1639],["perpetual-futures-funding-rate-handling",9,1433],["philippine-stock-exchange-api",11,1584],["phishing-resistant-authentication-for-custody-access",5,1212],["physical-vs-cash-settlement-handling",9,1942],["point-in-time-database-for-ml-training-data",3,1535],["point-in-time-fundamentals-data-joins",15,1587],["point-in-time-index-constituent-tracking",15,1214],["portfolio-construction-with-transaction-cost-awareness",14,1270],["portfolio-level-stop-loss-independent-of-strategy-stops",14,1555],["portfolio-stress-test-including-liquidity-crunch-scenarios",14,1700],["position-limit-breach-simulation-fire-drills",13,1496],["position-limit-reporting-cftc-large-trader",6,1642],["post-breach-root-cause-analysis-template",13,1753],["post-incident-forensics-for-suspected-key-compromise",5,1806],["post-mortem-culture-and-blameless-review-process",10,1351],["post-only-and-maker-taker-fee-optimization",7,1900],["post-only-limit-repricing-under-fast-markets",1,1402],["post-trade-execution-quality-scorecard",1,1578],["prime-brokerage-multi-venue-consolidation",11,1773],["producer-consumer-tick-pipeline",0,1309],["quantile-regression-for-uncertainty-aware-signals",3,1870],["quanto-options-and-cross-currency-derivative-structures",9,1742],["questrade-api-rate-limit-and-account-types",7,2373],["queue-position-modeling-for-passive-orders",1,2027],["real-time-greeks-recalculation-on-market-moves",13,2076],["real-time-liquidity-risk-monitoring",13,1259],["real-time-var-backtesting-kupiec-test",13,1366],["real-time-vs-delayed-data-entitlement-handling",15,1302],["rebalancing-frequency-optimization-cost-vs-drift",14,1381],["record-keeping-requirements-for-tax-audit-defense",12,1200],["record-retention-periods-by-jurisdiction",6,1462],["recovery-plan-for-lost-or-compromised-keys",5,1186],["redis-streams-multi-consumer-tick-fanout",0,1648],["reference-data-change-notification-pipeline",15,1656],["reference-data-golden-source-designation",15,2228],["reference-data-symbol-mapping-across-vendors",15,1396],["regime-detection-for-strategy-switching",3,1614],["regional-broker-data-residency-constraints",7,1163],["regulatory-capital-requirement-tracking",13,1750],["regulatory-change-monitoring-service-integration",6,1606],["regulatory-custody-requirements-by-jurisdiction",5,1187],["regulatory-sandbox-programs-for-fintech-testing",6,992],["reinforcement-learning-safety-constraints-for-execution",3,1964],["reproducible-ml-training-pipelines",3,2157],["research-environment-vs-production-environment-parity",8,1753],["research-idea-pipeline-tracking-and-prioritization",8,1661],["risk-adjusted-performance-attribution-per-strategy",13,1251],["risk-budget-allocation-across-time-horizons",13,1542],["risk-control-bypass-audit-logging",13,1829],["risk-control-configuration-change-approval-workflow",13,975],["risk-control-dependency-mapping",13,1107],["risk-control-latency-budget",13,1865],["risk-control-unit-testing-framework",13,1681],["risk-limit-breach-escalation-matrix",13,1841],["risk-limit-calibration-against-historical-drawdowns",13,1694],["risk-metric-recalculation-frequency-tuning",13,1642],["risk-model-backtesting-against-realized-outcomes",13,1849],["risk-parity-allocation-across-strategies",14,1298],["risk-reporting-for-external-stakeholders",13,2038],["robinhood-unofficial-api-integration",7,2083],["runbook-automation-for-common-incident-types",10,2058],["sample-weighting-for-overlapping-labels",3,1673],["sanctions-screening-for-counterparties-and-instruments",6,1900],["sandbox-credential-leakage-prevention",7,1228],["sandbox-vs-production-endpoint-drift",7,1416],["satellite-imagery-based-signal-research",8,1732],["saxo-bank-openapi-integration",7,1000],["scenario-based-stress-testing-custom-shocks",13,1682],["schwab-api-oauth-pkce-flow",7,1903],["sec-rule-15c3-5-risk-controls-us",6,2578],["secrets-rotation-without-bot-downtime",10,1594],["section-1256-contract-tax-treatment-us-futures",12,1449],["segregation-of-duties-for-custody-operations",5,1875],["sequence-number-gap-detection-for-feeds",0,1793],["shamir-secret-sharing-for-key-backup",5,1214],["shanghai-shenzhen-connect-programs",11,1821],["short-selling-borrow-cost-and-availability-modeling",2,1323],["singapore-exchange-sgx-api-integration",11,1889],["singapore-mas-notice-on-cyber-hygiene-for-trading-systems",6,1931],["single-stock-futures-where-available",9,2163],["smart-contract-approval-scope-minimization",5,994],["smart-contract-audit-requirements-before-defi-integration",5,1667],["smart-order-router-failover-on-venue-outage",1,1878],["smart-order-routing-across-venues",1,1677],["social-media-sentiment-signal-with-bot-filtering",8,1693],["strategy-capacity-estimation-before-scaling-capital",14,1612],["strategy-committee-governance-for-capital-allocation-decisions",14,1504],["strategy-decommissioning-and-position-unwind-procedure",14,1579],["strategy-latency-budget-decomposition",4,2306],["strategy-level-kill-switch-vs-portfolio-level-kill-switch",14,2338],["strategy-lifecycle-retirement-criteria",14,1730],["strategy-performance-attribution-vs-market-beta",14,1645],["strategy-performance-decay-detection-vs-market-wide-decay",14,1768],["strategy-research-to-production-pipeline-governance",14,1984],["strategy-specific-data-dependency-mapping",14,1312],["strategy-specific-vs-shared-risk-budget-allocation",14,1873],["strategy-underperformance-remediation-decision-tree",14,2350],["stress-testing-against-historical-crash-scenarios",13,1661],["structured-logging-for-post-incident-forensics",10,2242],["supply-chain-data-for-earnings-prediction",8,1972],["survivorship-bias-free-universe-construction",2,1672],["swiss-finma-algorithmic-trading-expectations",6,2375],["synthetic-continuous-futures-contract-construction",15,1718],["synthetic-data-generation-for-backtest-augmentation",2,1722],["synthetic-labels-from-triple-barrier-method",3,1896],["systemd-supervision-for-trading-bots",10,1809],["tail-correlation-between-strategies-under-stress",14,971],["tail-risk-hedging-with-options",13,1400],["taiwan-stock-exchange-twse-api",11,1813],["tase-israel-exchange-api",11,1232],["tastytrade-api-integration",7,2344],["test-transaction-verification-before-large-transfers",5,1316],["third-party-custody-audit-report-review-cadence",5,1452],["tick-buffering-burst-handling",0,1580],["tick-data-schema-versioning",0,2152],["tick-size-pilot-program-impact-assessment",4,1735],["tick-to-trade-latency-measurement",4,2401],["token-lifecycle-live-probing",7,1843],["total-return-swap-synthetic-exposure",9,1329],["tradestation-websocket-order-updates",7,1307],["transaction-cost-analysis-tca-integration",2,1426],["transfer-learning-across-correlated-instruments",3,1386],["transfer-pricing-for-multi-entity-trading-operations",12,1314],["uk-fca-algorithmic-trading-systems-controls",6,1836],["uk-senior-managers-regime-algo-accountability",6,952],["unicode-and-encoding-issues-in-global-instrument-names",15,1026],["upstox-oauth-refresh-token-rotation",7,1730],["us-reg-nms-order-protection-rule-compliance",6,2559],["us-reg-sho-short-sale-locate-requirements",6,1531],["value-at-risk-var-live-monitoring",13,1281],["variance-swap-and-volatility-derivative-pricing",9,1505],["vat-gst-treatment-of-trading-related-services",12,1263],["vectorized-vs-event-driven-backtest-tradeoffs",2,1931],["vendor-lock-in-risk-for-proprietary-custody-formats",5,1085],["vendor-outage-fallback-data-source-hierarchy",15,2094],["vendor-specific-adjustment-methodology-reconciliation",15,1151],["vix-and-volatility-index-derivative-strategies",9,1757],["walk-forward-hyperparameter-search-budget",2,1168],["walk-forward-optimization-window-management",2,1112],["walk-forward-validation-setup",2,1233],["warrants-and-structured-product-integration",9,1874],["wash-sale-rule-tracking-us",12,1739],["wash-trade-and-spoofing-self-detection",6,1943],["weather-data-signal-research-for-commodity-strategies",8,1032],["weather-derivatives-and-niche-instrument-handling",9,1334],["web-scraped-sentiment-data-pipeline",8,2038],["webhook-based-order-fill-notifications",7,1766],["websocket-reconnection-with-state-recovery",0,2009],["websocket-subscription-reconciliation-after-reconnect",0,1564],["withdrawal-velocity-limits-and-anomaly-detection",5,1651],["zero-downtime-database-schema-migrations",10,1569],["zerodha-kite-postback-webhook-verification",7,1282]],"edges":[[0,465],[0,248],[0,368],[0,462],[0,26],[0,211],[0,250],[0,256],[0,285],[1,179],[1,180],[1,342],[1,51],[2,26],[2,462],[2,0],[3,29],[3,96],[4,33],[4,89],[4,288],[4,190],[4,32],[4,392],[4,284],[4,290],[4,75],[5,232],[5,77],[5,465],[5,372],[5,366],[5,184],[5,250],[5,374],[6,310],[6,224],[6,216],[6,124],[6,460],[6,176],[6,421],[6,380],[6,362],[7,232],[7,345],[7,258],[7,469],[7,179],[8,234],[8,282],[8,472],[8,344],[8,250],[9,232],[9,366],[9,40],[9,53],[10,234],[10,418],[10,275],[10,197],[10,282],[11,218],[11,412],[11,344],[11,250],[11,413],[12,236],[12,136],[12,193],[12,13],[12,164],[12,133],[12,289],[12,483],[12,190],[12,353],[13,12],[13,236],[13,10],[14,352],[14,153],[14,338],[14,97],[15,282],[15,472],[15,250],[15,398],[15,418],[15,10],[16,419],[16,124],[16,466],[16,412],[16,176],[17,236],[17,12],[17,102],[17,13],[17,36],[17,494],[18,282],[18,472],[18,418],[18,491],[18,164],[18,250],[18,22],[19,79],[19,283],[19,206],[19,78],[19,175],[20,398],[20,447],[20,131],[20,397],[20,91],[20,379],[21,282],[21,111],[21,18],[21,379],[21,243],[22,198],[22,43],[22,206],[22,139],[22,422],[22,322],[23,62],[23,45],[23,290],[23,134],[24,490],[24,196],[24,123],[24,418],[24,183],[24,356],[25,43],[25,198],[25,342],[25,422],[25,172],[25,267],[26,462],[26,63],[26,297],[26,368],[26,250],[26,209],[27,29],[27,344],[27,263],[27,488],[27,71],[27,379],[28,354],[28,353],[28,355],[28,31],[28,29],[29,27],[29,263],[29,488],[29,291],[29,481],[29,392],[29,143],[30,99],[30,33],[30,63],[30,486],[30,261],[31,28],[31,449],[31,355],[31,263],[32,422],[32,77],[32,137],[32,29],[32,311],[33,188],[33,488],[33,316],[33,29],[33,291],[34,33],[34,188],[34,38],[34,344],[34,291],[35,282],[35,418],[35,250],[35,34],[35,469],[35,344],[35,316],[35,441],[36,28],[36,236],[36,13],[36,31],[36,354],[37,469],[37,258],[37,434],[37,356],[37,487],[37,263],[37,182],[37,183],[38,440],[38,39],[38,395],[38,115],[38,34],[38,487],[38,449],[38,295],[39,440],[39,34],[39,38],[39,395],[40,476],[40,164],[40,282],[40,469],[40,366],[40,379],[40,78],[40,447],[41,11],[41,142],[41,344],[41,250],[41,233],[41,342],[41,413],[41,349],[42,338],[42,250],[42,111],[42,282],[42,472],[42,18],[42,388],[42,379],[43,497],[43,317],[43,172],[43,422],[43,273],[43,277],[43,339],[44,214],[44,483],[44,250],[44,456],[44,177],[45,250],[45,342],[45,344],[45,309],[45,447],[45,282],[46,198],[46,51],[46,342],[46,317],[46,81],[47,250],[47,337],[47,98],[47,265],[48,342],[48,51],[48,218],[48,297],[49,52],[49,50],[49,413],[49,48],[50,52],[50,49],[50,57],[50,447],[51,495],[51,342],[51,250],[51,297],[51,343],[51,48],[51,56],[52,49],[52,418],[52,250],[52,62],[52,45],[52,342],[52,495],[52,51],[52,50],[52,48],[52,413],[52,282],[53,342],[53,495],[53,418],[53,250],[53,309],[53,431],[53,51],[53,48],[53,296],[53,297],[53,477],[53,100],[54,425],[54,47],[54,298],[54,37],[54,183],[55,342],[55,48],[55,179],[55,228],[55,283],[55,344],[56,297],[56,276],[56,462],[56,447],[57,250],[57,53],[57,50],[57,342],[57,74],[57,447],[57,483],[58,46],[58,198],[58,51],[58,342],[58,426],[58,53],[59,496],[59,297],[59,122],[59,342],[59,56],[59,41],[59,349],[60,177],[60,432],[60,304],[60,342],[61,418],[61,282],[61,47],[61,40],[62,250],[62,45],[62,342],[62,344],[62,233],[62,23],[62,35],[62,283],[62,418],[62,282],[63,437],[63,465],[63,43],[63,56],[63,462],[63,261],[64,112],[64,337],[64,304],[64,265],[64,47],[64,54],[64,98],[65,420],[65,490],[65,266],[65,196],[65,303],[65,40],[66,418],[66,250],[66,342],[66,282],[66,56],[66,44],[66,397],[67,115],[67,250],[67,434],[67,312],[67,233],[68,488],[68,410],[68,243],[68,384],[68,191],[68,190],[68,263],[68,114],[68,84],[68,193],[69,60],[69,198],[69,304],[69,342],[70,154],[70,207],[70,485],[71,419],[71,16],[71,216],[71,412],[71,447],[72,360],[72,387],[72,388],[73,86],[73,261],[73,250],[73,342],[73,145],[73,74],[73,422],[73,496],[73,170],[73,148],[73,209],[73,359],[73,194],[74,210],[74,483],[74,209],[74,431],[74,57],[74,297],[74,73],[74,250],[74,342],[74,262],[75,487],[75,114],[75,410],[75,254],[76,78],[76,77],[76,110],[76,180],[76,282],[77,78],[77,76],[77,139],[77,263],[77,120],[77,217],[77,220],[78,76],[78,77],[78,110],[78,217],[78,318],[78,282],[79,329],[79,78],[79,19],[79,283],[80,198],[80,342],[80,418],[80,81],[80,174],[81,80],[81,198],[81,276],[81,172],[81,174],[81,342],[82,465],[82,86],[82,437],[82,281],[82,319],[82,121],[83,496],[83,342],[83,48],[83,52],[83,122],[84,418],[84,477],[84,258],[84,68],[84,470],[84,152],[84,238],[84,355],[84,321],[85,423],[85,6],[85,389],[86,82],[86,465],[86,437],[86,76],[86,217],[87,493],[87,451],[87,60],[87,203],[87,352],[88,283],[88,357],[88,434],[88,257],[88,98],[88,418],[88,282],[89,250],[89,288],[89,191],[89,487],[89,75],[90,180],[90,177],[90,55],[90,342],[90,79],[91,393],[91,20],[91,383],[91,398],[91,158],[91,45],[92,282],[92,491],[92,164],[92,40],[92,418],[93,490],[93,118],[93,266],[93,420],[94,342],[94,368],[94,211],[94,381],[94,422],[95,336],[95,106],[95,425],[95,477],[95,101],[96,451],[96,97],[96,484],[96,3],[96,263],[96,354],[97,96],[97,484],[97,243],[98,47],[98,449],[98,157],[99,113],[99,116],[100,53],[100,431],[101,100],[101,47],[102,36],[102,494],[103,101],[103,95],[104,296],[104,491],[104,306],[104,47],[104,265],[104,100],[105,98],[105,115],[106,121],[106,456],[106,342],[107,132],[107,136],[107,135],[108,411],[108,327],[108,124],[108,224],[108,423],[108,109],[108,351],[109,430],[109,108],[110,76],[110,78],[110,308],[110,269],[111,107],[111,40],[111,477],[111,165],[112,265],[112,64],[112,47],[112,304],[112,337],[113,110],[113,148],[113,99],[114,98],[114,250],[114,263],[114,157],[114,188],[114,152],[115,312],[115,98],[115,438],[115,455],[115,105],[115,67],[116,438],[116,437],[116,56],[116,195],[116,110],[116,99],[117,434],[117,115],[117,268],[117,136],[117,118],[117,471],[118,266],[118,24],[118,490],[118,196],[119,168],[119,364],[119,469],[119,316],[120,76],[120,110],[120,133],[120,77],[121,343],[121,372],[121,110],[121,5],[121,255],[122,124],[122,497],[122,250],[122,297],[122,315],[122,41],[123,490],[123,118],[123,196],[124,6],[124,216],[124,250],[124,218],[124,122],[124,176],[124,310],[124,224],[124,16],[125,303],[125,420],[125,65],[125,298],[125,378],[126,384],[126,311],[126,298],[126,484],[126,120],[127,129],[127,389],[127,224],[127,307],[127,124],[128,127],[128,307],[128,129],[128,53],[129,124],[129,307],[129,461],[129,239],[129,389],[130,259],[130,5],[130,160],[130,283],[130,366],[130,431],[131,133],[131,221],[131,29],[132,107],[132,379],[132,135],[132,378],[133,134],[133,311],[133,120],[134,133],[134,483],[134,213],[134,311],[135,221],[135,132],[135,379],[135,378],[136,268],[136,376],[136,267],[137,311],[137,3],[137,29],[137,316],[137,120],[138,148],[138,113],[138,170],[138,499],[138,135],[139,206],[139,315],[139,120],[140,108],[140,429],[140,430],[141,48],[141,268],[141,408],[141,50],[141,342],[141,466],[142,413],[142,344],[142,183],[143,144],[143,393],[143,181],[143,29],[143,231],[144,143],[144,430],[144,16],[144,231],[145,398],[145,206],[145,180],[145,207],[145,62],[145,45],[146,342],[146,336],[146,122],[146,335],[147,175],[147,282],[147,343],[148,138],[148,113],[148,250],[148,309],[148,209],[149,451],[149,97],[149,333],[150,303],[150,200],[150,378],[151,175],[151,126],[152,98],[152,258],[152,283],[152,478],[152,250],[153,338],[153,352],[153,14],[153,97],[153,149],[153,332],[154,70],[154,433],[154,263],[154,13],[155,180],[155,398],[155,438],[155,397],[155,421],[156,362],[156,16],[156,249],[156,421],[156,224],[157,385],[157,305],[157,487],[157,98],[157,190],[158,91],[158,143],[158,413],[158,393],[158,344],[158,45],[159,13],[159,137],[159,354],[159,449],[159,384],[160,130],[160,282],[160,147],[160,165],[161,266],[161,65],[161,420],[161,490],[161,378],[161,303],[162,417],[162,475],[162,218],[162,466],[162,71],[162,419],[162,76],[162,48],[163,282],[163,164],[163,160],[163,39],[163,355],[163,388],[163,111],[164,491],[164,282],[164,343],[164,121],[165,164],[165,477],[165,425],[165,282],[165,379],[166,147],[166,342],[166,422],[166,172],[166,451],[166,282],[167,422],[167,172],[167,273],[167,43],[167,166],[167,147],[168,469],[168,185],[168,343],[168,364],[168,432],[168,476],[169,87],[169,352],[169,149],[169,451],[170,431],[170,309],[170,198],[170,342],[170,148],[171,465],[171,86],[171,276],[171,372],[171,180],[171,278],[171,255],[171,365],[171,5],[171,280],[172,43],[172,167],[172,422],[172,273],[172,317],[172,80],[172,166],[172,78],[173,100],[173,202],[173,129],[173,461],[174,491],[174,306],[174,342],[174,164],[174,432],[174,80],[175,283],[175,147],[175,365],[175,464],[175,383],[176,498],[176,224],[176,310],[176,16],[176,460],[176,173],[177,180],[177,44],[177,179],[177,431],[177,342],[178,182],[178,183],[178,372],[178,283],[178,316],[178,487],[178,232],[178,469],[178,184],[178,33],[178,488],[178,7],[179,183],[179,232],[179,345],[179,300],[179,177],[179,180],[179,418],[179,250],[179,283],[179,342],[179,297],[179,491],[179,29],[179,469],[180,155],[180,250],[180,357],[180,438],[180,177],[180,51],[180,148],[181,180],[181,178],[181,184],[181,62],[181,271],[182,184],[182,179],[182,232],[182,290],[182,178],[182,469],[182,288],[183,372],[183,5],[183,300],[183,182],[183,469],[183,263],[183,344],[183,339],[183,37],[184,232],[184,38],[184,178],[184,366],[184,469],[185,168],[185,469],[185,5],[185,432],[185,431],[185,364],[186,250],[186,285],[186,288],[186,191],[186,187],[186,284],[186,193],[186,447],[187,212],[187,186],[187,250],[187,190],[187,488],[187,284],[187,290],[187,157],[188,263],[188,394],[188,488],[188,33],[188,36],[189,192],[189,191],[189,190],[189,285],[189,267],[190,353],[190,488],[190,225],[190,410],[190,263],[190,3],[190,324],[191,441],[191,288],[191,186],[191,192],[191,89],[191,290],[191,284],[192,191],[192,488],[192,190],[192,188],[193,324],[193,353],[193,354],[193,263],[193,190],[193,393],[193,496],[193,29],[194,422],[194,269],[194,62],[194,273],[194,23],[194,45],[194,271],[194,211],[194,49],[194,282],[195,43],[195,465],[195,277],[195,78],[195,318],[196,490],[196,266],[196,123],[196,118],[196,24],[196,378],[197,10],[197,418],[197,8],[197,398],[197,442],[197,379],[197,180],[198,81],[198,170],[198,342],[198,422],[198,431],[198,174],[199,293],[199,218],[199,497],[199,139],[199,183],[199,298],[199,315],[200,24],[200,490],[200,96],[200,378],[200,107],[200,298],[200,196],[200,420],[200,123],[201,465],[201,217],[201,195],[201,277],[201,86],[202,173],[202,250],[202,498],[202,100],[202,129],[202,461],[202,224],[203,60],[203,451],[203,204],[203,352],[204,203],[204,258],[204,183],[204,1],[204,338],[204,341],[205,298],[205,101],[205,126],[205,106],[205,299],[205,206],[206,315],[206,298],[206,263],[207,250],[207,51],[207,206],[207,315],[207,70],[207,145],[207,139],[208,494],[208,433],[208,263],[208,36],[208,13],[209,180],[209,26],[209,462],[209,213],[209,148],[209,66],[209,210],[209,73],[210,483],[210,422],[210,66],[210,250],[210,297],[210,497],[210,368],[210,462],[210,273],[210,209],[210,77],[211,436],[211,180],[211,26],[211,368],[211,248],[211,454],[211,45],[211,0],[211,447],[212,285],[212,187],[212,190],[212,453],[212,488],[212,37],[212,290],[212,284],[213,422],[213,32],[213,134],[213,250],[213,66],[213,483],[213,77],[213,194],[214,373],[214,336],[214,250],[214,338],[214,335],[214,331],[215,248],[215,381],[215,198],[215,437],[215,26],[215,368],[215,301],[215,422],[215,210],[215,74],[216,310],[216,6],[216,342],[216,124],[216,224],[216,423],[216,249],[216,307],[216,421],[216,362],[217,76],[217,78],[217,120],[217,318],[217,465],[217,282],[218,466],[218,297],[218,454],[218,475],[218,226],[218,71],[218,234],[219,496],[219,422],[219,297],[219,221],[219,483],[219,56],[220,273],[220,422],[220,372],[220,317],[220,341],[220,221],[221,248],[221,462],[221,135],[221,422],[221,77],[221,463],[221,220],[221,28],[222,424],[222,175],[222,283],[222,223],[222,384],[222,426],[223,424],[223,491],[223,379],[223,222],[223,180],[223,397],[223,425],[223,275],[223,472],[223,418],[223,197],[224,16],[224,124],[224,176],[224,310],[224,216],[224,460],[225,190],[225,486],[225,488],[225,410],[225,453],[225,353],[225,188],[226,218],[226,454],[226,497],[226,466],[227,342],[227,203],[227,175],[227,166],[227,80],[227,451],[228,372],[228,229],[228,179],[228,345],[228,342],[228,343],[228,55],[228,283],[229,220],[229,491],[229,7],[229,228],[229,341],[229,339],[229,273],[230,175],[230,283],[230,350],[230,426],[231,91],[231,45],[231,62],[231,143],[231,235],[231,419],[232,179],[232,345],[232,19],[232,7],[232,300],[232,184],[232,250],[232,342],[232,297],[232,366],[232,469],[233,250],[233,312],[233,67],[233,439],[233,321],[233,344],[233,434],[234,282],[234,418],[234,275],[234,223],[234,379],[234,343],[234,8],[234,180],[234,491],[234,386],[234,500],[234,475],[234,218],[234,197],[235,78],[235,91],[235,231],[235,158],[235,195],[235,82],[236,13],[236,164],[236,36],[236,12],[236,494],[237,236],[237,491],[237,154],[237,354],[237,263],[237,449],[238,97],[238,355],[238,449],[238,384],[238,243],[238,84],[239,129],[239,124],[239,461],[239,224],[239,127],[240,432],[240,366],[240,226],[240,48],[240,55],[240,384],[240,298],[241,467],[241,101],[241,299],[241,358],[242,221],[242,481],[242,183],[242,314],[242,30],[242,263],[242,36],[242,393],[243,384],[243,97],[243,238],[243,383],[243,474],[244,175],[244,283],[244,251],[244,245],[245,244],[245,223],[245,275],[245,180],[245,8],[246,36],[246,13],[246,236],[246,17],[246,346],[247,175],[247,174],[247,126],[247,298],[248,368],[248,381],[248,94],[248,26],[248,221],[248,113],[249,6],[249,85],[249,307],[249,423],[249,362],[249,380],[249,16],[249,419],[249,224],[249,216],[250,438],[250,357],[250,263],[250,98],[250,342],[250,344],[250,288],[250,180],[250,403],[251,244],[251,175],[251,457],[251,283],[251,206],[252,497],[252,496],[252,122],[252,466],[252,16],[252,297],[252,249],[253,411],[253,129],[253,379],[253,111],[253,388],[254,453],[254,410],[254,225],[254,75],[254,188],[255,5],[255,121],[255,256],[255,372],[255,343],[255,283],[255,282],[256,400],[256,250],[256,465],[256,86],[256,270],[256,78],[256,76],[256,437],[256,319],[257,265],[257,47],[257,298],[257,98],[257,357],[257,250],[258,469],[258,98],[258,88],[258,152],[258,179],[258,345],[258,434],[258,283],[259,130],[259,432],[259,342],[259,476],[259,160],[259,431],[259,121],[259,283],[259,5],[259,366],[260,342],[260,227],[260,175],[260,206],[260,203],[260,87],[260,352],[261,63],[261,221],[261,113],[261,462],[261,276],[262,447],[262,379],[262,131],[262,412],[262,120],[263,190],[263,488],[263,225],[263,31],[263,449],[263,183],[263,354],[263,3],[264,175],[264,126],[264,384],[264,298],[265,47],[265,337],[265,112],[265,257],[265,250],[265,312],[265,478],[265,397],[266,420],[266,490],[266,196],[266,378],[267,268],[267,376],[267,219],[267,136],[267,99],[268,136],[268,376],[268,267],[268,339],[269,422],[269,273],[269,311],[269,301],[269,250],[269,213],[269,77],[269,483],[269,270],[269,57],[270,250],[270,256],[270,465],[270,120],[270,78],[270,76],[270,217],[270,269],[270,483],[271,183],[271,372],[271,465],[271,272],[271,181],[271,29],[271,220],[271,422],[271,368],[271,344],[271,447],[272,339],[272,372],[272,271],[272,469],[272,452],[272,221],[272,29],[272,183],[273,422],[273,496],[273,368],[273,339],[273,210],[274,282],[274,5],[274,372],[274,168],[274,364],[274,343],[274,366],[274,469],[275,427],[275,283],[275,426],[275,223],[275,245],[275,250],[276,171],[276,422],[276,170],[276,278],[276,56],[276,343],[276,81],[276,198],[276,496],[277,381],[277,248],[277,368],[277,221],[277,26],[277,462],[277,43],[277,195],[278,276],[278,343],[278,256],[279,306],[279,174],[279,491],[279,357],[279,438],[279,395],[280,32],[280,341],[280,340],[280,5],[281,465],[281,256],[281,86],[281,82],[281,250],[281,319],[281,121],[281,309],[282,472],[282,250],[282,344],[282,454],[282,164],[282,78],[283,257],[283,88],[283,383],[283,175],[283,179],[283,345],[283,343],[283,228],[283,19],[284,290],[284,288],[284,190],[284,353],[284,186],[284,27],[284,250],[284,442],[284,188],[284,394],[285,290],[285,437],[285,400],[285,180],[285,256],[285,465],[285,288],[285,212],[285,189],[285,324],[286,250],[286,402],[286,290],[286,89],[286,191],[286,285],[286,190],[286,263],[286,288],[286,284],[286,407],[287,410],[287,188],[287,250],[287,37],[287,290],[287,284],[287,62],[288,488],[288,324],[288,250],[288,89],[288,290],[289,250],[289,288],[289,134],[289,206],[289,443],[289,89],[289,353],[289,392],[290,23],[290,436],[290,250],[290,284],[290,287],[290,288],[290,45],[290,62],[290,392],[290,20],[291,452],[291,488],[291,33],[291,250],[291,446],[291,469],[291,29],[291,487],[291,403],[291,449],[292,411],[292,198],[292,342],[292,175],[292,283],[292,384],[292,386],[293,199],[293,342],[293,48],[293,218],[293,454],[294,312],[294,104],[294,342],[294,283],[294,296],[294,53],[294,40],[295,298],[295,126],[295,299],[295,263],[295,96],[296,104],[296,196],[296,118],[296,265],[296,306],[296,335],[296,298],[296,295],[296,384],[296,53],[296,98],[297,219],[297,418],[297,342],[297,466],[297,250],[297,56],[297,343],[298,205],[298,106],[298,299],[298,126],[298,125],[298,303],[298,263],[298,98],[298,295],[298,199],[299,298],[299,295],[299,478],[299,375],[299,98],[299,358],[300,179],[300,345],[300,177],[300,1],[300,232],[300,434],[300,206],[300,283],[300,228],[300,184],[301,339],[301,422],[301,311],[301,77],[301,268],[301,368],[301,48],[301,384],[301,463],[302,157],[302,385],[302,396],[302,469],[302,377],[302,285],[302,254],[303,150],[303,471],[303,379],[304,337],[304,265],[304,153],[304,257],[304,112],[304,60],[305,157],[305,385],[305,406],[305,288],[305,191],[305,287],[305,67],[305,441],[305,279],[306,174],[306,491],[306,40],[306,283],[306,60],[306,432],[306,431],[306,104],[306,160],[307,310],[307,176],[307,423],[307,216],[307,249],[307,380],[307,129],[307,421],[308,269],[308,422],[308,342],[308,309],[308,110],[308,268],[308,77],[308,248],[309,342],[309,53],[309,170],[309,148],[309,418],[309,431],[309,308],[309,497],[309,45],[309,73],[310,498],[310,176],[310,421],[310,307],[310,460],[310,216],[310,6],[310,155],[311,269],[311,483],[311,301],[311,126],[311,213],[311,250],[311,163],[311,77],[311,120],[311,383],[311,137],[311,270],[312,406],[312,250],[312,478],[312,98],[312,342],[312,397],[313,38],[313,440],[313,395],[313,115],[314,32],[314,139],[314,206],[314,263],[314,242],[314,29],[314,301],[315,206],[315,139],[315,199],[315,454],[316,385],[316,250],[316,357],[316,263],[316,488],[316,446],[316,291],[316,344],[317,422],[317,172],[317,323],[317,220],[317,339],[317,43],[318,78],[318,217],[318,465],[318,437],[318,77],[318,43],[318,195],[319,400],[319,250],[319,256],[319,318],[319,465],[319,86],[319,270],[319,78],[319,5],[319,255],[320,16],[320,307],[320,71],[320,235],[320,91],[320,427],[320,262],[321,233],[321,441],[321,439],[321,284],[321,188],[321,344],[321,359],[321,442],[321,316],[321,250],[322,198],[322,22],[322,206],[322,342],[322,139],[323,422],[323,172],[323,317],[323,43],[323,273],[323,220],[323,372],[324,290],[324,190],[324,193],[324,288],[324,344],[325,342],[325,297],[325,413],[325,283],[325,76],[325,349],[325,252],[325,41],[326,180],[326,250],[326,402],[326,409],[326,454],[326,447],[326,363],[327,498],[327,429],[327,411],[327,176],[328,288],[328,89],[328,250],[328,290],[328,263],[328,190],[328,324],[328,385],[329,79],[329,78],[329,19],[329,317],[329,283],[329,342],[330,265],[330,54],[330,298],[330,67],[330,312],[330,64],[331,153],[331,14],[331,336],[331,183],[331,469],[331,481],[331,335],[332,336],[332,331],[332,422],[332,288],[332,311],[332,333],[332,384],[332,97],[332,301],[333,206],[333,332],[333,338],[333,14],[333,352],[334,164],[334,236],[334,332],[334,331],[334,341],[334,491],[335,336],[335,214],[335,250],[335,298],[335,338],[335,373],[335,332],[335,331],[336,331],[336,14],[336,332],[336,335],[336,373],[337,304],[337,265],[337,98],[337,153],[337,183],[337,250],[338,352],[338,333],[338,153],[338,14],[338,335],[339,273],[339,422],[339,317],[339,43],[339,329],[339,340],[339,277],[339,220],[339,372],[339,368],[340,43],[340,277],[340,339],[340,273],[340,341],[340,77],[340,280],[340,372],[340,491],[340,465],[341,340],[341,339],[341,469],[341,372],[341,465],[341,280],[341,188],[341,263],[341,5],[342,51],[342,495],[342,500],[342,234],[342,250],[342,418],[342,297],[342,344],[343,491],[343,168],[343,185],[343,364],[343,282],[343,234],[343,278],[344,321],[344,250],[344,233],[344,35],[344,263],[344,488],[344,183],[344,324],[344,316],[344,142],[344,401],[344,359],[344,454],[344,466],[344,342],[345,179],[345,232],[345,79],[345,177],[345,180],[345,283],[345,342],[345,300],[345,469],[346,236],[346,13],[346,237],[346,154],[346,263],[346,354],[346,188],[347,206],[347,388],[347,47],[347,257],[347,250],[347,344],[348,342],[348,365],[348,372],[348,5],[348,364],[348,175],[348,477],[348,228],[349,64],[349,250],[349,122],[349,59],[349,325],[349,185],[350,251],[350,244],[350,426],[351,310],[351,216],[351,307],[351,421],[351,156],[351,155],[352,338],[352,203],[352,153],[352,14],[352,265],[353,28],[353,354],[353,355],[353,193],[353,190],[353,410],[353,225],[353,29],[353,263],[354,206],[354,137],[354,449],[354,384],[354,31],[354,3],[354,353],[354,263],[354,28],[354,96],[354,383],[355,31],[355,449],[355,354],[355,384],[356,179],[356,377],[356,182],[356,469],[356,258],[357,403],[357,250],[357,438],[357,263],[357,298],[357,265],[357,400],[358,469],[358,258],[358,455],[358,416],[358,446],[358,374],[358,357],[358,478],[359,418],[359,250],[359,360],[359,402],[359,91],[359,257],[359,282],[359,401],[359,73],[360,359],[360,257],[360,88],[360,72],[360,203],[361,250],[361,402],[361,447],[361,362],[361,363],[361,78],[361,379],[361,359],[362,327],[362,380],[362,447],[362,361],[362,249],[363,361],[363,447],[363,326],[363,409],[363,402],[364,250],[364,180],[364,5],[364,372],[364,365],[364,274],[364,469],[364,168],[364,342],[364,343],[364,55],[364,185],[365,476],[365,232],[365,348],[365,372],[365,364],[365,175],[365,278],[366,184],[366,5],[366,469],[366,9],[366,182],[366,232],[366,40],[366,185],[367,112],[367,47],[367,296],[367,298],[367,306],[367,342],[367,100],[368,26],[368,462],[368,381],[368,248],[368,211],[368,497],[369,250],[369,190],[369,263],[369,488],[369,98],[369,152],[369,187],[369,288],[370,14],[370,336],[370,105],[370,352],[370,126],[370,298],[370,335],[371,250],[371,418],[371,490],[371,65],[371,297],[371,419],[371,342],[371,466],[371,413],[371,48],[371,475],[372,339],[372,220],[372,183],[372,5],[372,229],[372,365],[372,348],[372,340],[372,171],[372,364],[373,336],[373,14],[373,335],[373,214],[373,250],[373,338],[373,332],[373,311],[373,404],[374,250],[374,265],[374,47],[374,478],[374,258],[374,358],[375,405],[375,478],[375,299],[375,387],[375,358],[375,265],[376,268],[376,270],[376,288],[376,267],[376,136],[377,118],[377,179],[377,356],[377,64],[377,469],[377,98],[378,379],[378,303],[378,490],[378,420],[378,266],[378,196],[378,200],[379,135],[379,378],[379,40],[379,132],[379,111],[379,27],[380,362],[380,129],[380,176],[380,307],[380,423],[380,85],[380,460],[380,249],[381,248],[381,221],[381,277],[381,368],[381,94],[381,26],[381,211],[382,97],[382,383],[382,311],[382,384],[382,243],[382,238],[382,134],[383,311],[383,384],[383,382],[383,131],[383,137],[383,243],[383,238],[383,483],[383,134],[384,243],[384,383],[384,97],[384,382],[384,136],[384,238],[384,301],[385,250],[385,84],[385,316],[385,157],[385,305],[385,288],[385,279],[385,444],[386,132],[386,107],[386,141],[386,234],[387,250],[387,66],[387,47],[387,379],[387,265],[387,10],[387,418],[387,472],[388,206],[388,389],[388,382],[388,111],[388,15],[388,50],[389,129],[389,124],[389,224],[389,127],[389,379],[389,111],[390,250],[390,389],[390,387],[390,111],[391,180],[391,250],[391,401],[391,343],[391,290],[391,186],[391,282],[391,418],[392,225],[392,353],[392,29],[392,71],[392,143],[392,290],[392,131],[392,193],[392,284],[392,393],[392,27],[393,158],[393,133],[393,353],[393,285],[393,437],[393,35],[393,288],[393,193],[393,143],[393,392],[393,344],[393,442],[394,442],[394,188],[394,115],[394,434],[394,439],[394,321],[394,392],[395,38],[395,440],[395,406],[395,250],[395,115],[395,439],[396,444],[396,406],[396,250],[396,312],[396,152],[396,257],[396,385],[396,98],[396,395],[397,398],[397,402],[397,250],[397,418],[397,282],[397,447],[397,379],[397,155],[398,250],[398,359],[398,262],[399,262],[399,73],[399,359],[399,250],[399,400],[399,397],[399,91],[399,398],[400,250],[400,180],[400,256],[400,78],[400,76],[400,438],[400,401],[400,437],[400,465],[400,418],[400,282],[400,342],[401,400],[401,250],[401,397],[401,181],[401,418],[401,359],[402,250],[402,438],[402,326],[402,403],[402,400],[402,397],[402,359],[402,265],[403,250],[403,357],[403,446],[403,416],[403,291],[403,402],[403,404],[403,478],[404,418],[404,282],[404,250],[404,400],[404,298],[404,478],[404,373],[404,403],[405,375],[405,478],[405,403],[405,404],[405,387],[405,27],[406,250],[406,152],[406,377],[406,396],[406,395],[406,115],[406,98],[406,312],[407,478],[407,374],[407,71],[407,379],[407,313],[407,387],[407,405],[407,88],[407,107],[408,48],[408,218],[408,268],[408,250],[408,418],[408,342],[408,141],[408,50],[408,347],[408,466],[409,180],[409,431],[409,326],[409,342],[409,250],[409,447],[409,363],[409,148],[410,225],[410,488],[410,75],[410,453],[410,190],[410,254],[410,392],[410,188],[411,253],[411,292],[411,327],[411,379],[411,388],[411,111],[412,16],[412,11],[412,71],[412,419],[412,41],[412,413],[412,344],[413,142],[413,49],[413,412],[413,344],[413,158],[414,102],[414,36],[414,13],[414,236],[414,492],[414,263],[414,494],[415,218],[415,419],[415,496],[415,342],[415,250],[415,48],[415,412],[415,297],[415,298],[416,335],[416,358],[416,446],[416,455],[416,403],[416,405],[416,98],[416,478],[416,250],[417,218],[417,71],[417,419],[417,250],[417,418],[417,466],[417,412],[417,48],[417,297],[417,447],[418,282],[418,472],[418,401],[418,402],[418,477],[418,250],[418,397],[419,475],[419,362],[419,71],[419,249],[419,16],[419,216],[419,412],[419,45],[420,125],[420,266],[420,490],[420,196],[420,378],[421,310],[421,498],[421,176],[421,156],[421,397],[421,398],[421,155],[421,460],[421,389],[422,172],[422,43],[422,317],[422,213],[422,273],[422,496],[423,307],[423,6],[423,85],[423,216],[423,380],[424,206],[424,222],[424,283],[424,175],[424,298],[424,477],[424,347],[425,477],[425,165],[425,356],[425,418],[426,342],[426,283],[426,275],[426,222],[426,175],[426,384],[426,43],[427,275],[427,351],[427,320],[427,144],[427,16],[427,412],[428,97],[428,425],[428,203],[428,352],[428,451],[428,477],[428,234],[428,337],[428,467],[429,430],[429,421],[429,224],[429,140],[430,129],[430,109],[430,429],[430,327],[430,140],[431,342],[431,496],[431,432],[431,179],[431,177],[431,170],[431,309],[431,250],[431,180],[431,74],[431,198],[432,476],[432,431],[432,364],[432,121],[432,168],[433,258],[433,250],[433,13],[433,136],[433,494],[433,208],[433,236],[433,491],[433,263],[434,258],[434,88],[434,179],[434,300],[434,250],[434,356],[434,233],[434,182],[434,67],[435,312],[435,98],[435,250],[435,321],[435,233],[435,67],[435,439],[435,436],[435,398],[436,180],[436,250],[436,179],[436,345],[436,338],[436,352],[436,296],[436,51],[436,106],[436,439],[436,435],[436,342],[436,283],[437,465],[437,318],[437,86],[437,256],[437,400],[437,250],[437,217],[437,78],[437,285],[437,319],[437,82],[438,180],[438,250],[438,403],[438,357],[438,263],[438,298],[438,155],[438,402],[438,312],[438,400],[439,441],[439,250],[439,357],[439,436],[439,445],[439,435],[439,35],[439,67],[440,441],[440,188],[440,39],[440,395],[440,38],[440,434],[440,439],[441,39],[441,250],[441,385],[441,469],[441,35],[441,439],[441,445],[441,436],[441,38],[442,263],[442,488],[442,316],[442,436],[442,250],[442,20],[442,435],[442,321],[442,344],[442,62],[442,29],[442,393],[442,398],[442,290],[443,483],[443,383],[443,399],[443,131],[443,77],[443,133],[444,250],[444,455],[444,115],[444,377],[444,406],[444,312],[444,98],[444,396],[444,478],[444,357],[445,441],[445,436],[445,250],[445,67],[445,39],[445,439],[445,469],[445,35],[446,250],[446,335],[446,358],[446,416],[446,449],[446,98],[446,455],[446,478],[446,403],[447,379],[447,262],[447,40],[447,27],[447,78],[447,76],[447,2],[447,250],[447,412],[447,20],[447,397],[447,131],[447,135],[447,363],[447,409],[447,342],[447,45],[447,454],[448,13],[448,136],[448,354],[448,263],[448,36],[448,12],[448,236],[448,102],[448,154],[449,355],[449,31],[449,96],[449,384],[449,263],[449,488],[450,491],[450,282],[450,180],[450,472],[450,275],[450,8],[450,343],[451,203],[451,3],[451,263],[451,484],[451,204],[451,29],[452,416],[452,446],[452,488],[452,188],[452,105],[452,291],[452,272],[452,29],[452,449],[452,358],[453,353],[453,410],[453,254],[453,75],[453,190],[453,263],[453,488],[453,225],[454,250],[454,180],[454,342],[454,211],[454,206],[454,235],[454,231],[454,71],[454,262],[454,326],[454,436],[455,98],[455,312],[455,115],[455,358],[455,446],[456,336],[456,14],[456,338],[456,214],[456,373],[456,455],[456,358],[456,416],[457,251],[457,222],[457,175],[457,283],[457,425],[457,424],[458,198],[458,206],[458,250],[458,342],[458,175],[458,315],[459,90],[459,342],[459,250],[459,418],[459,153],[459,71],[459,50],[459,52],[459,218],[459,466],[459,413],[459,60],[459,337],[459,48],[459,344],[459,297],[460,310],[460,176],[460,6],[460,124],[460,498],[461,129],[461,389],[461,173],[461,310],[461,176],[461,482],[461,6],[462,368],[462,26],[462,381],[462,248],[462,211],[462,2],[463,133],[463,301],[463,52],[463,499],[463,248],[463,215],[463,221],[464,175],[464,339],[464,5],[464,372],[464,348],[464,184],[465,277],[465,217],[465,318],[465,86],[465,437],[465,256],[465,400],[465,250],[465,78],[465,462],[465,43],[465,195],[466,218],[466,250],[466,297],[466,344],[466,419],[467,112],[467,149],[467,64],[467,304],[467,101],[468,342],[468,496],[468,497],[468,413],[468,495],[469,258],[469,179],[469,183],[469,182],[469,184],[469,232],[469,356],[469,364],[469,481],[470,84],[470,190],[470,225],[470,89],[470,114],[470,488],[471,303],[471,150],[471,480],[471,378],[472,282],[472,418],[472,343],[472,473],[472,250],[472,180],[473,472],[473,250],[473,398],[473,379],[473,418],[474,384],[474,243],[474,484],[474,43],[474,499],[474,96],[475,218],[475,466],[475,297],[475,419],[475,234],[475,495],[476,418],[476,477],[476,432],[476,40],[476,491],[476,78],[477,425],[477,418],[477,476],[477,165],[477,379],[478,375],[478,299],[478,98],[478,250],[478,47],[479,485],[479,336],[479,335],[479,456],[479,370],[479,467],[479,489],[480,471],[480,303],[480,378],[480,268],[480,168],[481,183],[481,372],[481,263],[481,242],[481,469],[481,184],[481,35],[481,33],[481,488],[481,29],[482,129],[482,6],[482,423],[482,461],[482,380],[482,307],[482,483],[482,498],[482,460],[483,269],[483,311],[483,422],[483,213],[483,250],[483,496],[483,210],[483,383],[483,301],[483,77],[483,270],[483,431],[484,3],[484,96],[484,97],[484,137],[484,311],[484,483],[485,250],[485,336],[485,203],[485,479],[485,456],[485,451],[485,335],[485,352],[485,69],[486,188],[486,488],[486,487],[486,225],[486,33],[486,291],[486,29],[487,190],[487,263],[487,486],[487,188],[487,488],[487,410],[487,452],[487,449],[488,410],[488,453],[488,487],[488,486],[488,188],[488,190],[488,263],[488,288],[488,225],[488,192],[488,34],[489,336],[489,101],[489,352],[489,283],[489,214],[489,335],[489,373],[489,14],[489,222],[489,370],[489,479],[489,467],[490,266],[490,123],[490,200],[490,96],[490,196],[490,24],[490,93],[490,118],[490,378],[491,164],[491,174],[491,306],[491,343],[491,282],[491,418],[491,472],[491,104],[492,493],[492,263],[492,207],[492,494],[492,470],[493,492],[493,479],[493,489],[493,467],[493,87],[493,101],[493,352],[494,13],[494,433],[494,258],[494,250],[494,136],[494,154],[494,208],[494,263],[494,190],[494,491],[495,496],[495,210],[495,296],[495,342],[495,419],[495,447],[495,500],[495,497],[496,273],[496,422],[496,210],[496,497],[496,66],[496,250],[496,368],[496,462],[496,220],[496,57],[496,297],[497,496],[497,422],[497,210],[497,342],[497,368],[497,273],[497,466],[498,176],[498,411],[498,253],[498,310],[498,224],[498,460],[498,327],[498,421],[498,16],[498,250],[499,463],[499,133],[499,138],[499,145],[499,45],[499,62],[499,28],[499,113],[500,495],[500,342],[500,250],[500,218],[500,297],[500,447]]}