Personal performance feedback relative to workout community
In some implementations, a computing system can provide personal performance feedback relative to a workout community during a workout. For example, while performing a workout, a wearable device worn by a user can provide user activity data describing the user's activity during the workout to a playback device that is presenting the workout. The playback device can obtain community statistics describing the performance of a community of users who have previously completed the workout. The playback device can present information comparing the user's performance during the workout to the community's past performance during the workout.
1 . A method comprising:
obtaining, by a playback device, a workout from a server device, the workout including workout content and community statistics for the workout, wherein the playback device comprises a processor, a memory, and a wireless communication component;
displaying, by the playback device, the workout content;
in real time, while presenting the workout content to a user:
receiving, using the wireless communication component by the playback device from a wearable device via a wireless connection, user activity data related to the workout, the wearable device being worn by the user currently performing the workout;
generating, by the playback device, workout feedback comparing the user activity data to the community statistics for the workout, the community statistics comprising previously generated data describing past user activity data of a community of users who previously performed the workout;
wherein the community statistics include a community statistics timeline, the community statistics timeline corresponding to a duration of the workout content and including a plurality of time indices having corresponding time indexed community statistics for the workout,
wherein generating the workout feedback comprises:
determining, by the playback device, a first time index corresponding to a current location in a presentation of the workout to the user;
mapping the first time index, corresponding to the current location in the presentation of the workout to the user, to a second time index of the plurality of time indices; and
generating, by the playback device, the workout feedback based on a particular time indexed community statistic associated with the second time index in the community statistics timeline; and
displaying, by the playback device, the workout feedback.
2 . The method of claim 1 , wherein the user activity data includes individual user data describing a first number of calories burned by the user during performance of the workout, the community statistics include community data describing statistics related to a second number of calories burned by a community of users who previously performed the workout, and further comprising:
generating the workout feedback comparing the first number of calories burned to the community statistics related to a second number of calories burned.
3 . The method of claim 2 , further comprising:
receiving, using the wireless communication component by the playback device, information describing a weight of the user from the wearable device; and
adjusting the community statistics related to a second number of calories burned based on the weight of the user.
4 . The method of claim 1 , wherein the user activity data is received periodically during the presentation of the workout content, wherein the first time index corresponds to a first time at which the user activity data was received.
5 . The method of claim 4 , further comprising:
obtaining, by the playback device, a range of values from the community statistics corresponding to the first time index, the range of values representing a range of energy expenditures of the community of users who previously performed the workout;
obtaining, by the playback device, a current energy expenditure value for the user performing the workout based on the user activity data corresponding to the first time;
determining, by the playback device, a position in the range of values based on the current energy expenditure value for the user;
generating, by the playback device, a performance status notification describing the position relative to the range of values; and
displaying, by the playback device, the performance status notification.
6 . The method of claim 5 , wherein the performance status notification is a verbal audio notification.
7 . The method of claim 1 , wherein the wearable device comprises one of a smart watch, a pair of smart glasses, or an item of smart clothing.
8 . The method of claim 1 , wherein the wearable device comprises at least one sensor.
9 . The method of claim 8 , wherein the at least one sensor comprises one of a motion sensor or a heartbeat sensor.
10 . The method of claim 8 , wherein the wearable device is configured to:
generate biometric data based on data received from the at least one sensor; and
send the biometric data to the playback device while the workout content is being displayed.
11 . A non-transitory computer readable medium including one or more sequences of instructions that, when executed by one or more processors, cause the processors to perform operations comprising:
obtaining, by a playback device, a workout from a server device, the workout including workout content and community statistics for the workout, wherein the playback device comprises a processor, a memory, and a wireless communication component;
displaying, by the playback device, the workout content;
in real time, while presenting the workout content to a user:
receiving, using the wireless communication component by the playback device from a wearable device via a wireless connection, user activity data related to the workout, the wearable device being worn by the user currently performing the workout;
generating, by the playback device, workout feedback comparing the user activity data to the community statistics for the workout, the community statistics comprising previously generated data describing past user activity data of a community of users who previously performed the workout;
wherein the community statistics include a community statistics timeline, the community statistics timeline corresponding to a duration of the workout content and including a plurality of time indices having corresponding time indexed community statistics for the workout,
wherein generating the workout feedback comprises:
determining, by the playback device, a first time index corresponding to a current location in a presentation of the workout to the user;
mapping the first time index, corresponding to the current location in the presentation of the workout to the user, to a second time index of the plurality of time indices; and
generating, by the playback device, the workout feedback based on a particular time indexed community statistic associated with the second time index in the community statistics timeline; and
displaying, by the playback device, the workout feedback.
12 . The non-transitory computer readable medium of claim 11 , wherein the user activity data includes individual user data describing a first number of calories burned by the user during performance of the workout, the community statistics include community data describing statistics related to a second number of calories burned by a community of users who previously performed the workout, and wherein the instructions cause the processors to perform operations comprising:
generating the workout feedback comparing the first number of calories burned to the community statistics related to a second number of calories burned.
13 . The non-transitory computer readable medium of claim 12 , wherein the instructions cause the processors to perform operations comprising:
receiving, using the wireless communication component by the playback device, information describing a weight of the user from the wearable device; and
adjusting the community statistics related to a second number of calories burned based on the weight of the user.
14 . The non-transitory computer readable medium of claim 11 , wherein the user activity data is received periodically during the presentation of the workout content, and wherein the first time index corresponds to a first time at which the user activity data was received.
15 . The non-transitory computer readable medium of claim 14 , wherein the instructions cause the processors to perform operations comprising:
obtaining, by the playback device, a range of values from the community statistics corresponding to the first time index, the range of values representing a range of energy expenditures of the community of users who previously performed the workout;
obtaining, by the playback device, a current energy expenditure value for the user performing the workout based on the user activity data corresponding to the first time;
determining, by the playback device, a position in the range of values based on the current energy expenditure value for the user;
generating, by the playback device, a performance status notification describing the position relative to the range of values; and
displaying, by the playback device, the performance status notification.
16 . The non-transitory computer readable medium of claim 15 , wherein the performance status notification is a verbal audio notification.
17 . A system comprising:
one or more processors; and
a non-transitory computer readable medium including one or more sequences of instructions that, when executed by the one or more processors, cause the processors to perform operations comprising:
obtaining, by a playback device, a workout from a server device, the workout including workout content and community statistics for the workout, wherein the playback device comprises a processor, a memory, and a wireless communication component;
displaying, by the playback device, the workout content;
in real time, while presenting the workout content to a user:
receiving, using the wireless communication component by the playback device from a wearable device via a wireless connection, user activity data related to the workout, the wearable device being worn by the user currently performing the workout;
generating, by the playback device, workout feedback comparing the user activity data to the community statistics for the workout, the community statistics comprising previously generated data describing past user activity data of a community of users who previously performed the workout;
wherein the community statistics include a community statistics timeline, the community statistics timeline corresponding to a duration of the workout content and including a plurality of time indices having corresponding time indexed community statistics for the workout,
wherein generating the workout feedback comprises:
determining, by the playback device, a first time index corresponding to a current location in a presentation of the workout to the user;
mapping the first time index, corresponding to the current location in the presentation of the workout to the user, to a second time index of the plurality of time indices; and
generating, by the playback device, the workout feedback based on a particular time indexed community statistic associated with the second time index in the community statistics timeline; and
displaying, by the playback device, the workout feedback.
18 . The system of claim 17 , wherein the user activity data includes individual user data describing a first number of calories burned by the user during performance of the workout, the community statistics include community data describing statistics related to a second number of calories burned by a community of users who previously performed the workout, and wherein the instructions cause the processors to perform operations comprising:
generating the workout feedback comparing the first number of calories burned to the community statistics related to a second number of calories burned.
19 . The system of claim 18 , wherein the instructions cause the processors to perform operations comprising:
receiving, using the wireless communication component by the playback device, information describing a weight of the user from the wearable device; and
adjusting the community statistics related to a second number of calories burned based on the weight of the user.
20 . The system of claim 17 , wherein the user activity data is received periodically during the presentation of the workout content, and wherein the first time index corresponds to a first time at which the user activity data was received.
21 . The system of claim 20 , wherein the instructions cause the processors to perform operations comprising:
obtaining, by the playback device, a range of values from the community statistics corresponding to the first time index, the range of values representing a range of energy expenditures of the community of users who previously performed the workout;
obtaining, by the playback device, a current energy expenditure value for the user performing the workout based on the user activity data corresponding to the first time;
determining, by the playback device, a position in the range of values based on the current energy expenditure value for the user;
generating, by the playback device, a performance status notification describing the position relative to the range of values; and
displaying, by the playback device, the performance status notification.