Operational Loss Severity by Event Type (Plotly)
Three years of operational losses grouped by Basel event type on a log severity axis, where internal fraud is rare but heavy-tailed.
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{
"data": [
{"type": "box", "name": "Execution and process", "boxpoints": "outliers", "marker": {"color": "#0ea5e9"},
"y": [3, 5, 6, 8, 9, 11, 12, 14, 18, 22, 27, 34, 41, 55, 68, 90, 140, 260, 430]},
{"type": "box", "name": "Clients and business practice", "boxpoints": "outliers", "marker": {"color": "#8b5cf6"},
"y": [12, 18, 24, 31, 44, 52, 66, 78, 95, 130, 180, 240, 310, 520, 880, 1600]},
{"type": "box", "name": "External fraud", "boxpoints": "outliers", "marker": {"color": "#f97316"},
"y": [1, 2, 2, 3, 3, 4, 5, 6, 7, 9, 11, 14, 19, 25, 38, 60, 95, 180]},
{"type": "box", "name": "Business disruption", "boxpoints": "outliers", "marker": {"color": "#22c55e"},
"y": [8, 14, 21, 30, 44, 61, 88, 120, 175, 260, 390, 610]},
{"type": "box", "name": "Internal fraud", "boxpoints": "all", "marker": {"color": "#ef4444"},
"y": [45, 90, 150, 260, 480, 1900]}
],
"layout": {
"title": "Operational loss severity by event type, 3 years (GBP thousand)",
"yaxis": {"title": "Loss (GBP thousand, log scale)", "type": "log"},
"showlegend": false,
"margin": {"b": 120}
}
}