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

=== TOTAL run+to_html: 111.97s (full shape was (16000, 171)) ===
stage                                                  sec      %
anomaly.detect_anomalies                             50.34  45.0%
clean._apply_cleaning                                41.04  36.7%
viz._build_dataset_charts                             7.59   6.8%
quality.run_quality_checks                            5.40   4.8%
detect._detect_data_type                              1.92   1.7%
insight.generate_insights                             1.46   1.3%
basic_stats (per col)                                 1.09   1.0%
detect.detect_all                                     1.02   0.9%
timeseries._compute                                   0.90   0.8%
insight_engine._compute (stage)                       0.66   0.6%
insight_engine.discover_insights                      0.66   0.6%
report.to_html                                        0.18   0.2%
report._render_column_context (per col)               0.00   0.0%
viz._build_insight_charts                             0.00   0.0%
ner._compute                                          0.00   0.0%
target._compute                                       0.00   0.0%
(sum of measured, overlaps possible)                112.27
