[aps] full=(16000, 171) profiling=(4000, 171)

=== TOTAL run+to_html: 116.12s (full shape was (16000, 171)) ===
stage                                                  sec      %
anomaly.detect_anomalies                             69.61  59.9%
clean._apply_cleaning                                24.47  21.1%
viz._build_dataset_charts                             7.80   6.7%
clean.suggestions                                     5.42   4.7%
detect._detect_data_type                              1.97   1.7%
quality.run_quality_checks                            1.85   1.6%
timeseries._compute                                   1.53   1.3%
insight_engine._compute (stage)                       1.13   1.0%
insight_engine.discover_insights                      1.13   1.0%
detect.detect_all                                     1.05   0.9%
insight.generate_insights                             0.47   0.4%
basic_stats (per col)                                 0.38   0.3%
report.to_html                                        0.18   0.2%
viz._build_insight_charts                             0.08   0.1%
report._render_column_context (per col)               0.00   0.0%
ner._compute                                          0.00   0.0%
target._compute                                       0.00   0.0%
(sum of measured, overlaps possible)                117.07
