Activity classification based on a resistance and effort of a user

A system comprising:

• a memory comprising instructions;
• and
• a processor operatively coupled to the memory, the processor to execute the instructions to perform operations comprising:
• determining an effort parameter associated with a user during an activity based on at least one of electrocardiogram heart rate data associated with the user, a power associated with the user, a speed associated with the user during the activity, or a step rate associated with the user associated with the user during the activity, wherein the effort parameter comprises a value associated with the user that is determined relative to at least one of an anaerobic threshold of the user, an aerobic threshold of the user, a resting threshold of the user, or a maximum threshold of the user;
• determining a resistance experienced by the user during the activity, wherein the resistance comprises at least one of step rate, stride rate, stroke rate, cadence, or terrain;
• generating a first comparison result based on comparing the effort parameter associated with the user to a first threshold criteria of a set of threshold criteria corresponding to an activity zone;
• generating a second comparison result based on comparing the resistance associated with the user to a second threshold criteria of the set of threshold criteria corresponding to the activity zone;
• classifying, based on the first comparison result and the second comparison result, the activity of the user as an activity type;
• and
• associating the activity type with at least one of electrocardiogram data of the user measured during the activity or blood pressure data of the user measured during the activity.

A non-transitory computer readable medium comprising instructions, which when executed by a processor, cause the processor to perform operations comprising:

• determining an effort parameter associated with a user during an activity based on at least one of electrocardiogram heart rate data associated with the user, a power associated with the user, a speed associated with the user during an activity, or a step rate associated with the user associated with the user during an activity, wherein the effort parameter comprises a value associated with the user that is determined relative to at least one of an anaerobic threshold of the user, an aerobic threshold of the user, a resting threshold of the user, or a maximum threshold of the user;
• determining a resistance experienced by the user during the activity, wherein the resistance comprises at least one of step rate, stride rate, stroke rate, cadence, or terrain;
• generating a first comparison result based on comparing the effort parameter associated with the user to a first threshold criteria of a set of threshold criteria corresponding to an activity zone;
• generating a second comparison result based on comparing the resistance associated with the user to a second threshold criteria of the set of threshold criteria corresponding to the activity zone;
• classifying, based on the first comparison result and the second comparison result, the activity of the user as an activity type;
• and
• associating the activity type with at least one of electrocardiogram data of the user measured during the activity or blood pressure data of the user measured during the activity.

A method comprising:

• collecting, during a first time period, first performance data associated with an activity of a user;
• determining, based on the first performance data, a first effort associated with the user during the first time period based on at least one of electrocardiogram heart rate data associated with the user, a power associated with the user, a speed associated with the user during the first time period, or a step rate associated with the user associated with the user during the first time period;
• determining, based on the first performance data, a first resistance experienced by the user during the first time period, wherein the first resistance comprises at least one of step rate, stride rate, stroke rate, cadence, or terrain;
• determining the first effort satisfies a first condition associated with a first effort threshold zone of a set of effort threshold zones;
• determining the first resistance satisfies a second condition associated with a first resistance threshold zone of a set of effort threshold zones;
• classifying, based on the first effort threshold zone and the first resistance threshold zone, a first segment of the activity as a first activity type of a set of activity types;
• collecting, during a second time period, second performance data relating to the activity performed by a user;
• determining, based on the second performance data, a second effort associated with the user during the second time period based on at least one of electrocardiogram heart rate data associated with the user, a power associated with the user, a speed associated with the user during the second time period, or a step rate associated with the user associated with the user during the second time period;
• determining, based on the second performance data, a second resistance experienced by the user during the second time period, wherein the second resistance comprises at least one of step rate, stride rate, stroke rate, cadence, or terrain;
• determining the second effort satisfies a second condition associated with a second effort threshold zone of the set of effort threshold zones;
• determining the first resistance satisfies a second condition associated with a second resistance threshold zone of a set of effort threshold zones;
• classifying, based on the second effort threshold zone and the second resistance threshold zone, a second segment of the activity as a second activity type of the set of activity types;
• and
• generating a graph comprising a first indication of the first activity type associated with the first time period and a second indication of the second activity type associated with the second time period.