Wolfram Function Repository
Instant-use add-on functions for the Wolfram Language
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Import a FIT file to analyze data from cycling computers, smart watches and other devices
ResourceFunction["FITImport"][source] imports data from a FIT file source as a Dataset. | |
ResourceFunction["FITImport"][source,elements] imports the specified elements from a file. |
"path" | a string corresponding to a file path or URL |
File[…] | a File object |
URL[…] | a URL object |
LocalObject[…] | a LocalObject |
CloudObject[…] | a CloudObject |
HTTPResponse[…] | an HTTPResponse object |
"Dataset" | gives a Dataset of records |
"Data" | gives a list of associations for records |
"MessageCounts" | gives an association of counts of each message type contained in the file |
"MessageInformation" | gives a Dataset containing meta information about messages |
"RawData" | gives raw data from the file as a matrix of integers |
"prop" | a TimeSeries for the specified record property |
"type" | a Dataset for the specified message type |
{"prop1","prop2",…} | an association of TimeSeries objects for each "propi" |
{"type1","type2",…} | a Dataset containing all messages of the specified types |
All | imports all record properties as an association of TimeSeries objects |
{"TimeSeries",elem} | specifies that elem should be imported as a record property |
"PowerZonePlot" | gives a timeline plot of power zone levels over time |
"AveragePowerPhasePlot" | gives a visualization of left-right pedal power phase balance |
"CriticalPowerCurvePlot" | gives a plot of the estimated critical power curve |
"Record" | a timestamped message that's used for many of the default import elements |
"DeviceInformation" | a message containing information about a device that's generating data for a FIT file |
"DeviceSettings" | information about hardware settings for a device |
"Event" | an arbitrary event that's recorded |
"FileID" | information about the FIT file |
"Session" | information that typically aggregates record values as a summary |
"UserProfile" | user preferences that can affect how the FIT value is interpreted |
Import a fit file as a Dataset:
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Get a summary of the ride:
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Get a TimeSeries of GPS coordinates:
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View a map of the route:
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Plot elevation over time:
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Visualize a workout:
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Visualize the power phase of pedal strokes in a bike ride:
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Get the critical power curve for a bike ride:
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Import all record values as TimeSeries objects:
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Get information about devices used to generate the file:
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Get a summary of an activity:
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Some values are not available without specifying an FTP value:
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Specify an FTP when importing to get power zone data:
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See how the distribution changes with different FTP values:
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Set the FTP persistently:
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Specifying the FunctionalThresholdPower option is no longer necessary:
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Remove the stored value:
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Some fit files have a stored FTP value:
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Override the value stored in the file:
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Other files may not store this information:
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Set the FTP manually:
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Some values are not available without specifying a maximum heart rate:
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Specify a max heart rate when importing to get HR zone data:
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Set the max heart rate persistently:
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Specifying the MaxHeartRate option is no longer necessary:
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Remove the stored value:
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By default, units are determined by the current value of $UnitSystem:
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Override the default unit system:
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Some units depend on the activity type:
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Get information about the fit protocol messages contained in a file:
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Check for message types that are not currently importable:
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Get the number of each message type in a fit file:
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Import specific message types:
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Get the raw message data as a matrix of integers:
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The first number in each row corresponds to the message type:
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It's much faster to import a time series directly rather than construct it manually:
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The "MessageCounts" property can be used to quickly find what kinds of messages are contained in a fit file:
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Compare to counting by importing every message first:
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The type of data available can vary significantly between different fit files:
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Some elements are only available for certain activity types:
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Some devices may not capture the necessary data for some elements:
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A power meter is typically required to capture power phase data:
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Animate a bike ride:
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Plot all the values found in a fit file:
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Animate a Zwift ride:
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