Primoz
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ae0f54ecc2
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Combine different segment scripts and set ml pipeline as a regression problem.
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2022-11-21 11:41:11 +01:00 |
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Primoz
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8defb271c9
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Extend ml pipeline scripts with two additional CV methods.
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2022-11-21 11:23:47 +01:00 |
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Primoz
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b59798df26
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Add a new file tailored for stressfulness event regression.
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2022-11-16 14:49:40 +01:00 |
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Primoz
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1d8dcf8b21
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Add 30 min features data and modify script.
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2022-11-02 15:16:19 +01:00 |
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Primoz
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9f7fa0c8e0
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Add 18 hour daily data and slightly modify jupyter script.
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2022-10-18 10:29:59 +02:00 |
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Primoz
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466cd3dc23
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Processing of a newly cleaned script. Addition of two ML models. And modifications with one hot encoding.
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2022-10-10 16:47:00 +02:00 |
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Primoz
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27b2282ee0
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Datasets (phone&E4 features) and Jupyter script of regression models.
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2022-08-24 16:18:40 +02:00 |
junos
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a8fd96d2f1
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Add analysis using RAPIDS.
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2022-08-23 16:41:41 +02:00 |
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junos
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e33a49c9fc
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Add a demo of pipeline.
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2021-11-17 10:44:49 +01:00 |
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junos
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d34c2ec5e9
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Merge branch 'ambient' into ml_pipeline
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2021-11-17 10:39:55 +01:00 |
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junos
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92fbda242b
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Explore barometer and temperature data.
Add docstrings to models.
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2021-10-14 17:59:33 +02:00 |
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junos
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6302a0f0d9
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Merge ambient sensors into one file.
Explore barometer sensor data for one phone.
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2021-10-13 16:57:38 +02:00 |
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junos
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b8c7606664
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Add an option to read cached labels from a file.
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2021-09-15 15:45:49 +02:00 |
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junos
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ed062d25ee
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Add export capabilities to labels.py.
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2021-09-15 15:36:36 +02:00 |
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junos
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28699a0fdf
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Enable reading features from csv files.
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2021-09-14 17:42:34 +02:00 |
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junos
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af9e81fe40
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Document the SensorFeatures class and its __init__ method.
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2021-09-13 17:43:47 +02:00 |
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junos
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b19eebbb92
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Refactor machine_learning/pipeline.py by defining one class by file.
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2021-09-13 11:41:57 +02:00 |
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junos
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c1bb4ddf0f
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Save calculated features to csv files.
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2021-08-23 16:36:26 +02:00 |
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junos
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065cd4347e
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[WIP] Add a class for model validation.
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2021-08-20 19:44:50 +02:00 |
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junos
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0b98d59aad
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Aggregate labels using grouping_variable.
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2021-08-20 19:17:22 +02:00 |
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junos
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08fdec34f1
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Merge features into a common df.
But first, group communication by the grouping_variable.
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2021-08-20 17:59:00 +02:00 |
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junos
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72b16af75c
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Make group_by consistent with communication.
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2021-08-20 17:52:31 +02:00 |
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junos
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d6337e82ac
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Merge branch 'master' into ml_pipeline
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2021-08-20 17:43:53 +02:00 |
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junos
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9a319ac6e5
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Add an option to group on other than just participant_id.
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2021-08-20 17:41:12 +02:00 |
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junos
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6592612db7
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Add a similar class for labels.
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2021-08-19 17:44:04 +02:00 |
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junos
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5be3e82797
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Accept nested feature configuration.
To do this, pass a dict as parameters to SensorFeatures class, rather than actually reading the object from yaml file.
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2021-08-19 17:23:23 +02:00 |
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junos
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429aa43bd1
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Add communication features to pipeline.
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2021-08-19 17:05:44 +02:00 |
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junos
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0ed34e97b3
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Convert the class into a YAML object.
Add an example config file and demonstrate its usage in ex_ml_pipeline.ipynb.
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2021-08-19 16:31:42 +02:00 |
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junos
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b06ec6e1ae
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[WIP] Methods to get the labels and data plus aggregate them.
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2021-08-12 19:07:14 +02:00 |
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junos
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622477f19f
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[WIP] Start merging steps into a class for a pipeline.
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2021-08-12 17:38:08 +02:00 |
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junos
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577a874288
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Add an example for linear regression.
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2021-08-12 16:54:00 +02:00 |
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junos
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c8bb481508
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Add a parameter for grouping.
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2021-08-12 15:07:20 +02:00 |
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junos
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98f1df81c6
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Use the same function for ESM and other data.
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2021-08-11 17:26:44 +02:00 |
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junos
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070cfdba80
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Start machine learning pipeline example.
Select data and labels.
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2021-08-11 16:42:30 +02:00 |
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junos
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af65d0864f
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Add a simple function for recoding proximity.
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2021-08-11 15:04:27 +02:00 |
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junos
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a06ad0800f
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Explore missing application categories.
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2021-08-09 16:02:23 +02:00 |
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junos
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e3d735163f
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Add demonstrations of new functions.
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2021-08-06 18:53:39 +02:00 |
Ivan Kobe
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4ac5f37c19
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additional communication features
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2021-08-06 18:53:39 +02:00 |
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Ivan Kobe
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62af04fe09
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Communication
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2021-08-06 16:44:39 +00:00 |
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junos
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9e87b1f176
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Add an option to print figures and set font sizes.
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2021-08-04 17:41:09 +02:00 |
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junos
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1aaf95fe9e
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Look at specific values of proximity.
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2021-07-26 17:16:32 +02:00 |
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junos
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d3f42ea402
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Start exploring proximity.
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2021-07-26 11:37:31 +02:00 |
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junos
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9580533c14
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Explore between-participants differences in light.
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2021-07-23 18:50:17 +02:00 |
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junos
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dbb59c4aef
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Explore low levels of luminance.
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2021-07-23 18:29:44 +02:00 |
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junos
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67e2d233b0
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Start exploring light data.
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2021-07-23 16:42:16 +02:00 |
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junos
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8bf21ab272
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Explore JCQ demand and control.
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2021-07-05 18:32:35 +02:00 |
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junos
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e8005aadc6
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Add SAM event and period analysis.
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2021-07-04 16:29:53 +02:00 |
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junos
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48d7be780c
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Fix formatting.
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2021-07-04 14:34:57 +02:00 |
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junos
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92a5787d62
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Only convert some answers to numeric.
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2021-07-04 14:34:13 +02:00 |
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junos
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3bb66e3838
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Calculate daily means instead of sums.
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2021-07-04 13:41:34 +02:00 |