API

tki.TKI(dataset, dimensions, measurements, ...)	Top-K Insights
tki.dimensions.Dimension(name[, ...])	Parent Dimension class.
tki.dimensions.NominalDimension(name[, ...])	Dimension for nominal data.
tki.dimensions.OrdinalDimension(name[, ...])	Dimension for ordinal data.
tki.dimensions.CardinalDimension(name[, ...])	Dimension for cardinal data.
tki.dimensions.TemporalDimension(name[, ...])	Dimension for temporal data.
tki.extractors.Extractor(dimension)	Parent Extractor class.
tki.extractors.RankExtractor(dimension)	Rank Extractor class.
tki.extractors.DeltaPrevExtractor(dimension)	Delta Previous Extractor class.
tki.extractors.DeltaMeanExtractor(dimension)	Delta Mean Extractor class.
tki.extractors.ProportionExtractor(dimension)	Proportion Extractor class.
tki.aggregators.Aggregator(measurement)	Parent Aggregator class
tki.aggregators.SumAggregator(measurement)	SUM Aggregator
tki.aggregators.MeanAggregator(measurement)	MEAN Aggregator
tki.aggregators.CountAggregator(measurement)	COUNT Aggregator
tki.insights.insight.Insight()	Parent class for Insights
tki.insights.point_insight.PointInsight()	Parent class for Point Insights
tki.insights.point_insight.OutstandingInsight(...)	Parent class for Outstanding Point Insights
tki.insights.point_insight.OutstandingFirstInsight(...)	By predicting a given distribution for the values sorted descending this insight calculates the likelihood of the first (highest) value given the later.
tki.insights.point_insight.OutstandingLastInsight(...)	By predicting a given distribution for the values sorted descending this insight calculates the likelihood of the last (lowest) value given the later.
tki.insights.point_insight.EvennessInsight()	The Evenness Insight returns a score describing the evenness of the distribution of the values.
tki.insights.shape_insight.ShapeInsight()	Parent class for Shape Insights
tki.insights.shape_insight.TrendInsight(...)	Trend Insights create a higher score for significant trends.
tki.app.App([port, debug])	Web application providing an interface for TKI