AMP Anomaly Finder — Offline (Refactor)

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Session

Tip: AMP export is often wide (variables in rows, Trace 1..N in columns). This tool expects that.

Preset

Presets adjust threshold + filtering defaults. You can still fine-tune anything below.

Anomaly threshold: 2.50

Only anomalies

Only actionable

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Peak Force ES limit (lb): 20

Auto-exclude ES extremes (top/bottom) when limit exceeded

ES here is max(peak)-min(peak) for the session. If it exceeds the limit, the max and min traces are marked Excluded but remain visible for learning.

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Baseline

Baseline enables “Steeper slope overall” style detection by comparing session medians to your baseline.

Rounds

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Anomalies (≥ threshold)

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Flyers

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Normal Moderate High Flyer

Rounds

Session — —

Baseline: none Shown: —

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Trace chart

Peak Force by trace index. Highlights: Flyer, Top5/Bottom5, and Excluded.

Overlay Work Done Use filtered view Show excluded

Tip: click column headers to sort; chart updates for the active session.

Trace	Flyer	Excluded	Tag	Why	Cause	Conf	Score	Driver	Peak Force	Work Done
Trace 20	true	false	Top5	Flyer Force outlier	Neck tension / sizing / anneal variance	med	3.55	Work Done (3.54σ)	57.349	7.066	0.158	57.349	—	—	—	—
Trace 51	false	false	Top5	Force outlier	Neck tension / sizing / anneal variance	med	2.70	Work Done (3.49σ)	57.764	7.044	0.160	57.764	—	—	—	—
Trace 89	false	false	Top5	Force outlier	Neck tension / sizing / anneal variance	med	2.16	Work Done (3.16σ)	56.103	6.903	0.157	56.103	—	—	—	—
Trace 30	false	false	Top5	Force outlier	Neck tension / sizing / anneal variance	med	2.11	Work Done (2.89σ)	55.687	6.790	0.158	55.687	—	—	—	—
Trace 10	false	false	Top5	Force outlier	Neck tension / sizing / anneal variance	med	2.02	Peak Force (2.59σ)	55.895	6.489	0.159	55.895	—	—	—	—
Trace 62	false	false	—	Force outlier	Neck tension / sizing / anneal variance	med	1.91	Peak Force (2.53σ)	55.687	6.471	0.158	55.687	—	—	—	—
Trace 53	false	false	—	—	Neck tension / sizing / anneal variance	low	1.90	Starting Pos (3.04σ)	51.742	6.387	0.166	51.742	—	—	—	—
Trace 48	false	false	—	Force outlier	Neck tension / sizing / anneal variance	med	1.90	Peak Force (2.42σ)	55.272	6.423	0.155	55.272	—	—	—	—
Trace 66	false	false	—	Force outlier	Neck tension / sizing / anneal variance	med	1.78	Work Done (2.44σ)	53.611	6.602	0.159	53.611	—	—	—	—
Trace 88	false	false	—	—	Neck tension / sizing / anneal variance	low	1.58	Work Done (1.91σ)	53.195	6.377	0.155	53.195	—	—	—	—
Trace 90	false	false	Bottom5	—	—	—	1.47	Peak Force (1.69σ)	40.113	5.094	0.153	39.697	—	—	—	—
Trace 87	false	false	—	—	—	—	1.46	Starting Pos (1.69σ)	51.949	6.107	0.152	51.949	—	—	—	—
Trace 37	false	false	—	—	Neck tension / sizing / anneal variance	low	1.42	Work Done (2.00σ)	52.365	6.415	0.156	52.365	—	—	—	—
Trace 29	false	false	—	—	Neck tension / sizing / anneal variance	low	1.42	Peak Force (1.91σ)	53.403	6.299	0.157	53.403	—	—	—	—
Trace 44	false	false	—	—	—	—	1.33	Peak Force (1.80σ)	52.988	6.019	0.155	52.988	—	—	—	—
Trace 3	false	false	—	—	—	—	1.33	Work Done (1.59σ)	51.949	6.243	0.155	51.949	—	—	—	—
Trace 64	false	false	Bottom5	—	—	—	1.25	Peak Force (1.46σ)	40.943	5.018	0.155	40.528	—	—	—	—
Trace 84	false	false	—	—	—	—	1.19	Work Done (1.33σ)	41.774	5.016	0.160	41.774	—	—	—	—
Trace 96	false	false	Bottom5	—	—	—	1.18	Peak Force (1.29σ)	41.566	5.072	0.160	41.566	—	—	—	—
Trace 99	false	false	Bottom5	—	—	—	1.18	Work Done (1.42σ)	41.566	4.976	0.155	41.359	—	—	—	—
Trace 50	false	false	—	—	Neck tension / sizing / anneal variance	low	1.15	Work Done (1.89σ)	51.119	6.368	0.157	51.119	—	—	—	—
Trace 19	false	false	—	—	—	—	1.13	Peak Force (1.41σ)	51.534	6.133	0.158	51.534	—	—	—	—
Trace 13	false	false	—	—	—	—	1.09	Work Done (1.26σ)	50.288	6.103	0.154	50.288	—	—	—	—
Trace 34	false	false	—	—	—	—	1.04	Peak Force (1.63σ)	52.365	5.919	0.157	52.365	—	—	—	—
Trace 93	false	false	—	—	—	—	1.03	Work Done (1.44σ)	42.604	4.969	0.155	42.604	—	—	—	—
Trace 47	false	false	—	—	Neck tension / sizing / anneal variance	low	1.03	Peak Force (1.91σ)	53.403	5.670	0.157	53.403	—	—	—	—
Trace 6	false	false	—	—	—	—	1.03	Peak Force (1.35σ)	51.326	6.127	0.157	51.326	—	—	—	—
Trace 60	false	false	—	—	—	—	1.02	Work Done (1.50σ)	41.774	4.942	0.157	41.774	—	—	—	—
Trace 83	false	false	—	—	—	—	1.00	Work Done (1.37σ)	43.227	4.996	0.154	43.227	—	—	—	—
Trace 63	false	false	—	—	—	—	1.00	Starting Pos (2.36σ)	44.473	5.201	0.150	44.473	—	—	—	—
Trace 72	false	false	—	—	—	—	0.98	Terminal Force (1.24σ)	41.774	5.152	0.156	41.359	—	—	—	—
Trace 38	false	false	—	—	—	—	0.98	Starting Pos (2.36σ)	45.096	5.087	0.150	45.096	—	—	—	—
Trace 33	false	false	—	—	—	—	0.94	Peak Force (1.46σ)	51.742	5.782	0.158	51.742	—	—	—	—
Trace 28	false	false	—	—	—	—	0.94	Starting Pos (1.69σ)	48.419	6.055	0.162	48.211	—	—	—	—
Trace 8	false	false	—	—	—	—	0.93	Peak Force (1.18σ)	50.703	5.870	0.155	50.703	—	—	—	—
Trace 100	false	false	—	—	—	—	0.92	Starting Pos (1.35σ)	43.643	5.177	0.153	43.435	—	—	—	—
Trace 49	false	false	—	—	—	—	0.90	Work Done (1.09σ)	50.288	6.032	0.158	50.288	—	—	—	—
Trace 11	false	false	—	—	—	—	0.89	Peak Force (1.12σ)	50.496	5.736	0.154	50.496	—	—	—	—
Trace 61	false	false	—	—	—	—	0.88	Starting Pos (2.02σ)	44.473	5.278	0.151	44.473	—	—	—	—
Trace 91	false	false	—	—	—	—	0.85	Peak Force (1.07σ)	50.288	5.717	0.154	50.288	—	—	—	—
Trace 79	false	false	—	—	—	—	0.84	Peak Force (1.07σ)	50.288	5.814	0.155	50.288	—	—	—	—
Trace 101	false	false	—	—	—	—	0.83	Peak Force (1.18σ)	50.703	5.833	0.158	50.703	—	—	—	—
Trace 94	false	false	—	—	—	—	0.82	Peak Force (1.12σ)	50.496	5.867	0.158	50.496	—	—	—	—
Trace 16	false	false	—	—	—	—	0.81	Peak Force (0.96σ)	42.812	5.282	0.159	42.812	—	—	—	—
Trace 77	false	false	—	—	—	—	0.79	Peak Force (1.01σ)	50.080	5.902	0.158	50.080	—	—	—	—
Trace 41	false	false	—	—	—	—	0.79	Starting Pos (1.01σ)	43.020	5.392	0.160	43.020	—	—	—	—
Trace 52	false	false	Bottom5	—	—	—	0.78	Peak Force (1.35σ)	41.359	5.415	0.157	41.359	—	—	—	—
Trace 97	false	false	—	—	—	—	0.76	Work Done (1.10σ)	43.435	5.110	0.156	43.435	—	—	—	—
Trace 95	false	false	—	—	—	—	0.75	Starting Pos (2.02σ)	45.719	5.199	0.151	45.719	—	—	—	—
Trace 92	false	false	—	—	—	—	0.75	Work Done (1.00σ)	43.850	5.152	0.159	43.850	—	—	—	—
Trace 4	false	false	—	—	—	—	0.71	Peak Force (0.96σ)	49.873	5.944	0.157	49.873	—	—	—	—
Trace 65	false	false	—	—	—	—	0.71	Work Done (0.96σ)	48.627	5.978	0.159	48.627	—	—	—	—
Trace 98	false	false	—	—	—	—	0.71	Peak Force (1.01σ)	50.080	5.491	0.155	50.080	—	—	—	—
Trace 21	false	false	—	—	—	—	0.66	Starting Pos (1.01σ)	44.266	5.315	0.154	44.266	—	—	—	—
Trace 22	false	false	—	—	—	—	0.66	Starting Pos (1.35σ)	45.096	5.251	0.153	45.096	—	—	—	—
Trace 71	false	false	—	—	—	—	0.66	Starting Pos (1.35σ)	43.850	5.563	0.161	43.435	—	—	—	—
Trace 70	false	false	—	—	—	—	0.65	Starting Pos (1.35σ)	48.211	5.743	0.153	48.211	—	—	—	—
Trace 35	false	false	—	—	—	—	0.63	Peak Force (0.79σ)	49.250	5.855	0.156	49.042	—	—	—	—
Trace 68	false	false	—	—	—	—	0.62	Work Done (1.04σ)	44.889	5.136	0.155	44.889	—	—	—	—
Trace 25	false	false	—	—	—	—	0.61	Work Done (0.67σ)	48.419	5.858	0.159	48.419	—	—	—	—
Trace 80	false	false	—	—	—	—	0.60	Starting Pos (0.67σ)	44.058	5.340	0.159	44.058	—	—	—	—
Trace 59	false	false	—	—	—	—	0.60	Peak Force (0.84σ)	43.227	5.408	0.158	43.227	—	—	—	—
Trace 5	false	false	—	—	—	—	0.60	Starting Pos (0.67σ)	48.627	5.806	0.155	48.627	—	—	—	—
Trace 43	false	false	—	—	—	—	0.58	Work Done (0.78σ)	48.004	5.902	0.159	48.004	—	—	—	—
Trace 69	false	false	—	—	—	—	0.58	Starting Pos (1.69σ)	46.550	5.276	0.152	46.550	—	—	—	—
Trace 32	false	false	—	—	—	—	0.56	Peak Force (0.79σ)	43.435	5.320	0.157	43.435	—	—	—	—
Trace 36	false	false	—	—	—	—	0.55	Starting Pos (1.69σ)	46.135	5.325	0.152	46.135	—	—	—	—
Trace 55	false	false	—	—	—	—	0.52	Peak Force (0.90σ)	43.020	5.475	0.157	43.020	—	—	—	—
Trace 39	false	false	—	—	—	—	0.51	Starting Pos (0.67σ)	44.681	5.349	0.155	44.681	—	—	—	—
Trace 15	false	false	—	—	—	—	0.49	Peak Force (0.67σ)	48.834	5.806	0.157	48.834	—	—	—	—
Trace 17	false	false	—	—	—	—	0.47	Starting Pos (1.69σ)	46.758	5.491	0.152	46.758	—	—	—	—
Trace 56	false	false	—	—	—	—	0.45	Starting Pos (0.67σ)	45.096	5.360	0.159	45.096	—	—	—	—
Trace 26	false	false	—	—	—	—	0.44	Starting Pos (1.35σ)	45.512	5.638	0.153	45.512	—	—	—	—
Trace 85	false	false	—	—	—	—	0.43	Starting Pos (1.69σ)	46.550	5.505	0.152	46.550	—	—	—	—
Trace 14	false	false	—	—	—	—	0.42	Starting Pos (1.69σ)	46.135	5.612	0.162	46.135	—	—	—	—
Trace 45	false	false	—	—	—	—	0.41	Starting Pos (0.67σ)	47.796	5.687	0.159	47.796	—	—	—	—
Trace 18	false	false	—	—	—	—	0.41	Work Done (0.70σ)	45.719	5.280	0.159	45.719	—	—	—	—
Trace 46	false	false	—	—	—	—	0.41	Starting Pos (0.67σ)	44.681	5.512	0.159	44.681	—	—	—	—
Trace 81	false	false	—	—	—	—	0.41	Starting Pos (1.01σ)	45.304	5.496	0.160	45.304	—	—	—	—
Trace 75	false	false	—	—	—	—	0.41	Starting Pos (0.67σ)	47.173	5.334	0.155	47.173	—	—	—	—
Trace 12	false	false	—	—	—	—	0.40	Peak Force (0.45σ)	44.681	5.418	0.158	44.681	—	—	—	—
Trace 2	false	false	—	—	—	—	0.39	Work Done (0.91σ)	46.758	5.957	0.156	45.512	—	—	—	—
Trace 1	false	false	—	—	—	—	0.38	Starting Pos (0.67σ)	44.889	5.635	0.159	44.889	—	—	—	—
Trace 23	false	false	—	—	—	—	0.37	Starting Pos (0.67σ)	44.681	5.574	0.155	44.681	—	—	—	—
Trace 82	false	false	—	—	—	—	0.37	Peak Force (0.56σ)	44.266	5.438	0.157	44.266	—	—	—	—
Trace 24	false	false	—	—	—	—	0.36	Work Done (0.52σ)	44.681	5.354	0.157	44.681	—	—	—	—
Trace 67	false	false	—	—	—	—	0.34	Starting Pos (0.67σ)	45.719	5.395	0.155	45.719	—	—	—	—
Trace 74	false	false	—	—	—	—	0.28	Starting Pos (0.34σ)	45.304	5.463	0.156	45.304	—	—	—	—
Trace 54	false	false	—	—	—	—	0.26	Starting Pos (0.34σ)	45.512	5.448	0.156	45.512	—	—	—	—
Trace 42	false	false	—	—	—	—	0.25	Starting Pos (0.67σ)	45.927	5.643	0.159	45.927	—	—	—	—
Trace 76	false	false	—	—	—	—	0.24	Work Done (0.42σ)	46.342	5.749	0.158	45.304	—	—	—	—
Trace 86	false	false	—	—	—	—	0.24	Starting Pos (0.34σ)	46.965	5.447	0.158	46.965	—	—	—	—
Trace 27	false	false	—	—	—	—	0.19	Starting Pos (0.34σ)	45.719	5.521	0.158	45.719	—	—	—	—
Trace 78	false	false	—	—	—	—	0.19	Starting Pos (0.34σ)	47.173	5.581	0.158	47.173	—	—	—	—
Trace 58	false	false	—	—	—	—	0.17	Work Done (0.39σ)	46.342	5.737	0.158	46.342	—	—	—	—
Trace 9	false	false	—	—	—	—	0.16	Starting Pos (0.34σ)	46.135	5.671	0.158	46.135	—	—	—	—
Trace 73	false	false	—	—	—	—	0.16	Starting Pos (0.34σ)	46.342	5.714	0.156	46.342	—	—	—	—
Trace 40	false	false	—	—	—	—	0.14	Starting Pos (0.34σ)	46.550	5.508	0.158	46.550	—	—	—	—
Trace 7	false	false	—	—	—	—	0.12	Work Done (0.46σ)	46.342	5.380	0.157	46.342	—	—	—	—
Trace 31	false	false	—	—	—	—	0.10	Work Done (0.27σ)	46.135	5.459	0.157	46.135	—	—	—	—
Trace 57	false	false	—	—	—	—	0.10	Work Done (0.26σ)	46.135	5.465	0.157	46.135	—	—	—	—

Session summary across all loaded files. Click a session row to jump back to its rounds.

Session	Rounds	Flyers	Anomalies