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RAPIDS
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Empatica Blood Volume Pulse
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Setup
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Setup
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Minimal Example
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Installation
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Configuration
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Execution
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Citation
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Data Streams
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Data Streams
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Introduction
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Phone
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Phone
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< li class = "md-nav__item" >
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< a href = "../../datastreams/aware-mysql/" class = "md-nav__link" >
aware_mysql
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< / a >
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< li class = "md-nav__item" >
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< a href = "../../datastreams/aware-csv/" class = "md-nav__link" >
aware_csv
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< a href = "../../datastreams/aware-influxdb/" class = "md-nav__link" >
aware_influxdb (beta)
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< li class = "md-nav__item" >
< a href = "../../datastreams/mandatory-phone-format/" class = "md-nav__link" >
Mandatory Phone Format
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Fitbit
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< / label >
< nav class = "md-nav" aria-label = "Fitbit" data-md-level = "2" >
< label class = "md-nav__title" for = "__nav_3_3" >
< span class = "md-nav__icon md-icon" > < / span >
Fitbit
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< a href = "../../datastreams/fitbitjson-mysql/" class = "md-nav__link" >
fitbitjson_mysql
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fitbitjson_csv
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fitbitparsed_mysql
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fitbitparsed_csv
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Mandatory Fitbit Format
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_3_4" type = "checkbox" id = "__nav_3_4" >
< label class = "md-nav__link" for = "__nav_3_4" >
Empatica
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< / label >
< nav class = "md-nav" aria-label = "Empatica" data-md-level = "2" >
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< span class = "md-nav__icon md-icon" > < / span >
Empatica
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empatica_zip
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Mandatory Empatica Format
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< a href = "../../datastreams/add-new-data-streams/" class = "md-nav__link" >
Add New Data Streams
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Behavioral Features
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< nav class = "md-nav" aria-label = "Behavioral Features" data-md-level = "1" >
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< span class = "md-nav__icon md-icon" > < / span >
Behavioral Features
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Introduction
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< label class = "md-nav__link" for = "__nav_4_2" >
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Phone
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< / label >
< nav class = "md-nav" aria-label = "Phone" data-md-level = "2" >
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< label class = "md-nav__title" for = "__nav_4_2" >
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< span class = "md-nav__icon md-icon" > < / span >
Phone
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< ul class = "md-nav__list" data-md-scrollfix >
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Phone Accelerometer
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< a href = "../phone-activity-recognition/" class = "md-nav__link" >
Phone Activity Recognition
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Phone Applications Crashes
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Phone Applications Foreground
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Empatica Blood Volume Pulse
< span class = "md-nav__icon md-icon" > < / span >
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Empatica Blood Volume Pulse
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< article class = "md-content__inner md-typeset" >
< a href = "https://github.com/carissalow/rapids/edit/master/docs/features/empatica-blood-volume-pulse.md" title = "Edit this page" class = "md-content__button md-icon" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 24 24" > < path d = "M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z" / > < / svg >
< / a >
< h1 id = "empatica-blood-volume-pulse" > Empatica Blood Volume Pulse< a class = "headerlink" href = "#empatica-blood-volume-pulse" title = "Permanent link" > ¶ < / a > < / h1 >
< p > Sensor parameters description for < code > [EMPATICA_BLOOD_VOLUME_PULSE]< / code > :< / p >
< table >
< thead >
< tr >
< th > Key < / th >
< th > Description< / th >
< / tr >
< / thead >
< tbody >
< tr >
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< td > < code > [CONTAINER]< / code > < / td >
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< td > Name of the CSV file containing blood volume pulse data that is compressed inside an Empatica zip file. Since these zip files are created < a href = "https://support.empatica.com/hc/en-us/articles/201608896-Data-export-and-formatting-from-E4-connect-" > automatically< / a > by Empatica, there is no need to change the value of this attribute.< / td >
< / tr >
< / tbody >
< / table >
< h2 id = "dbdp-provider" > DBDP provider< a class = "headerlink" href = "#dbdp-provider" title = "Permanent link" > ¶ < / a > < / h2 >
< div class = "admonition info" >
< p class = "admonition-title" > Available time segments and platforms< / p >
< ul >
< li > Available for all time segments< / li >
< / ul >
< / div >
< div class = "admonition info" >
< p class = "admonition-title" > File Sequence< / p >
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< div class = "highlight" > < pre > < span > < / span > < code > - data/raw/< span class = "o" > {< / span > pid< span class = "o" > }< / span > /empatica_blood_volume_pulse_raw.csv
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- data/raw/< span class = "o" > {< / span > pid< span class = "o" > }< / span > /empatica_blood_volume_pulse_with_datetime.csv
- data/interim/< span class = "o" > {< / span > pid< span class = "o" > }< / span > /empatica_blood_volume_pulse_features/empatica_blood_volume_pulse_< span class = "o" > {< / span > language< span class = "o" > }< / span > _< span class = "o" > {< / span > provider_key< span class = "o" > }< / span > .csv
- data/processed/features/< span class = "o" > {< / span > pid< span class = "o" > }< / span > /empatica_blood_volume_pulse.csv
< / code > < / pre > < / div >
< / div >
< p > Parameters description for < code > [EMPATICA_BLOOD_VOLUME_PULSE][PROVIDERS][DBDP]< / code > :< / p >
< table >
< thead >
< tr >
< th > Key < / th >
< th > Description< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > < code > [COMPUTE]< / code > < / td >
< td > Set to < code > True< / code > to extract < code > EMPATICA_BLOOD_VOLUME_PULSE< / code > features from the < code > DBDP< / code > provider< / td >
< / tr >
< tr >
< td > < code > [FEATURES]< / code > < / td >
< td > Features to be computed from blood volume pulse intraday data, see table below< / td >
< / tr >
< / tbody >
< / table >
< p > Features description for < code > [EMPATICA_BLOOD_VOLUME_PULSE][PROVIDERS][DBDP]< / code > :< / p >
< table >
< thead >
< tr >
< th > Feature< / th >
< th > Units< / th >
< th > Description< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > maxbvp< / td >
< td > -< / td >
< td > The maximum blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > minbvp< / td >
< td > -< / td >
< td > The minimum blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > avgbvp< / td >
< td > -< / td >
< td > The average blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > medianbvp< / td >
< td > -< / td >
< td > The median of blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > modebvp< / td >
< td > -< / td >
< td > The mode of blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > stdbvp< / td >
< td > -< / td >
< td > The standard deviation of blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > diffmaxmodebvp< / td >
< td > -< / td >
< td > The difference between the maximum and mode blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > diffminmodebvp< / td >
< td > -< / td >
< td > The difference between the mode and minimum blood volume pulse during a time segment.< / td >
< / tr >
< tr >
< td > entropybvp< / td >
< td > nats< / td >
< td > Shannon’ < / td >
< / tr >
< / tbody >
< / table >
< div class = "admonition note" >
< p class = "admonition-title" > Assumptions/Observations< / p >
< p > For more information about BVP read < a href = "https://support.empatica.com/hc/en-us/articles/360029719792-E4-data-BVP-expected-signal" > this< / a > .< / p >
< / div >
2021-03-15 17:03:25 +01:00
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