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Functions
- Accumulate
- BoxWhiskerChart
- CastColumns
- Databin
- DateHistogram
- DateListPlot
- DateScale
- Differences
- DistributionChart
- EarthquakeData
- EventSeries
- EventSeriesAccumulate
- EventSeriesLookup
- EventSeriesQ
- FindAstroEvent
- FromTabular
- HighpassFilter
- Histogram
- HolidayCalendar
- ListPlot
- LowpassFilter
- Mean
- MeanFilter
- Median
- MergingFunction
- MinimumTimeIncrement
- MovingAverage
- MovingMap
- MovingMedian
- NetworkPacketCapture
- PivotToColumns
- Quantile
- RandomFunction
- RegularlySampledQ
- RenameColumns
- ResourceData
- SmoothDateHistogram
- SmoothHistogram
- StandardDeviation
- Tabular
- TimelinePlot
- TimeObservationWindow
- TimeSeries
- TimeSeriesAggregate
- TimeSeriesEvents
- TimeSeriesInsert
- TimeSeriesMap
- TimeSeriesMapThread
- TimeSeriesRescale
- TimeSeriesShift
- TimeSeriesThread
- TimeSeriesWindow
- ToTabular
- TransformAnomalies
- TransformMissing
- Variance
- WhenEvent
- Related Guides
-
-
Functions
- Accumulate
- BoxWhiskerChart
- CastColumns
- Databin
- DateHistogram
- DateListPlot
- DateScale
- Differences
- DistributionChart
- EarthquakeData
- EventSeries
- EventSeriesAccumulate
- EventSeriesLookup
- EventSeriesQ
- FindAstroEvent
- FromTabular
- HighpassFilter
- Histogram
- HolidayCalendar
- ListPlot
- LowpassFilter
- Mean
- MeanFilter
- Median
- MergingFunction
- MinimumTimeIncrement
- MovingAverage
- MovingMap
- MovingMedian
- NetworkPacketCapture
- PivotToColumns
- Quantile
- RandomFunction
- RegularlySampledQ
- RenameColumns
- ResourceData
- SmoothDateHistogram
- SmoothHistogram
- StandardDeviation
- Tabular
- TimelinePlot
- TimeObservationWindow
- TimeSeries
- TimeSeriesAggregate
- TimeSeriesEvents
- TimeSeriesInsert
- TimeSeriesMap
- TimeSeriesMapThread
- TimeSeriesRescale
- TimeSeriesShift
- TimeSeriesThread
- TimeSeriesWindow
- ToTabular
- TransformAnomalies
- TransformMissing
- Variance
- WhenEvent
- Related Guides
-
Functions
Event Series Processing
Event series occur whenever you observe or compute events that happen in time, including natural event series (sunrise, eclipse, earthquake, ...), social event series (start of recession, financial crossover, crime, ...), technological event series (server call, car passing, disk failure, ...) and medical event series (start of REM sleep, atrial defibrillation, getting sick, ...). Event series provide the data model that makes it easy to clean, process, visualize and model event series data.
Event Series Object
EventSeries — represent discrete events over time possibly with values for each event
EventSeriesLookup — find the nearest, next or previous events
EventSeriesQ — test validity of an event series object
HolidayCalendar ▪ MergingFunction ▪ TimeObservationWindow ▪ ...
Event Series Data »
ResourceData — get curated event series data from the Wolfram Data Repository
Tabular ▪ EarthquakeData ▪ FindAstroEvent ▪ Databin ▪ ...
Event Series Converters
TimeSeriesEvents — convert from TimeSeries by finding events
EventSeriesAccumulate — convert to TimeSeries by accumulating data over time
ToTabular ▪ FromTabular ▪ ...
Event Series Data Cleaning »
TransformMissing — handling missing data values
TransformAnomalies ▪ RenameColumns ▪ CastColumns ▪ PivotToColumns ▪ ...
Event Series Visualization »
DateHistogram — histogram of event times
SmoothDateHistogram ▪ TimelinePlot ▪ ...
Histogram — histogram of event values
SmoothHistogram ▪ BoxWhiskerChart ▪ DistributionChart ▪ ...
DateListPlot — discrete time-value events
Event Series Statistics »
Mean — find the mean of component values
StandardDeviation ▪ Variance ▪ Median ▪ Quantile ▪ ...
Basic Event Series Processing
TimeSeriesWindow — the event series in the specified time window
TimeSeriesInsert — insert events into an event series
TimeSeriesRescale ▪ TimeSeriesShift ▪ TimeSeriesThread ▪ TimeSeriesMap ▪ TimeSeriesMapThread ▪ MinimumTimeIncrement ▪ RegularlySampledQ
Filtering & Aggregating Values
MovingMap — apply a function to a moving overlapping window
TimeSeriesAggregate — apply a function to a moving non-overlapping window
Differences ▪ Accumulate ▪ MovingAverage ▪ MovingMedian ▪ ...
LowpassFilter ▪ HighpassFilter ▪ MeanFilter ▪ ...
NetworkPacketCapture — capture network packet events
FindAstroEvent — find dates of astronomical events
WhenEvent — detect and process events in differential equations, e.g. bouncing ball
RandomFunction — generate events from random processes