42 lines
1.9 KiB
ReStructuredText
42 lines
1.9 KiB
ReStructuredText
.. _heatmap-of-days-by-sensors
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Heatmap of days by sensors
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==========================
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See `Heatmap of Days by Sensors Config Code`_
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**Rule Chain:**
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- Rule: ``rules/preprocessing.smk/download_dataset``
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- Rule: ``rules/preprocessing.smk/readable_datetime``
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- Rule: ``rules/preprocessing.smk/phone_sensed_bins``
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- Rule: ``rules/preprocessing.smk/phone_valid_sensed_days``
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- Rule: ``rules/reports.smk/heatmap_days_by_sensors``
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.. _figure3-parameters:
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**Parameters of heatmap_days_by_sensors Rule:**
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======================= =======================
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Name Description
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======================= =======================
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plot Whether the rule is executed or not. The available options are ``True`` and ``False``.
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min_valid_hours_per_day The minimum valid hours per day.
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min_valid_bins_per_hour The minimum valid bins per hour.
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expected_num_of_days The number of days of data to show starting from the first day of each participant.
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db_tables List of sensor tables to compute valid bins & hours.
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======================= =======================
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**Observations:**
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In this heatmap rows are sensors, columns are days and cells’ color shows the normalized (0 to 1) number of valid sensed hours (See valid sensed :ref:`bins<phone-valid-sensed-bins>` and :ref:`days<phone-valid-sensed-days>` sections) collected by a sensor during a day for a participant. The user can decide how many days of data to show starting from the first day of each participant. This plot can used to judge missing data on a per participant, per sensor basis as well as the number of valid sensed hours (usable data) for each day. See Figure 3.
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.. figure:: figures/Figure3.png
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:scale: 90 %
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:align: center
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Figure 3 Heatmap of days by sensors for a participant
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.. _`Heatmap of Days by Sensors Config Code`: https://github.com/carissalow/rapids/blob/master/config.yaml#L226
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