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Updated test data for data yield feature

pull/167/head
Weiyu 2021-08-06 14:54:08 -04:00 committed by JulioV
parent 35eebe8a51
commit 46e4425323
12 changed files with 144 additions and 48 deletions
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3
docs/developers/test-cases.md
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@ -245,7 +245,7 @@ Description
- The 4-day raw light data is contained in `phone_light_raw.csv`
- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
- Two episodes locate in the same 30-min segment (`Fri 00:07:27.000` and `Fri 00:12:00.000`)
- Two episodes locate in the same daily segment (`Fri 01:00:01.000` and `Fri 03:59:59.654`)
- Two episodes locate in the same daily segment (`Fri 01:00:00` and `Fri 03:59:59.654`)
- One episode before the time switch (`Sun 00:08:00.000`) and one episode after the time switch (`Sun 05:36:00.000`)
Checklist
@ -385,6 +385,7 @@ screen unlock session. In the screen unlock episode starting from Fri 05:56:51,
Description
- Two sensors were picked for testing, `phone_screen` and `phone_light`. `phone_screen` is event based and `phone_light` is sampling at regular frequency
- A 31-min episode (from `Fri 01:00:00` to `Fri 01:30:00`) in phone_light data, which is considered as a `validyieldedhours`
Checklist

66
tests/data/external/aware_csv/phone_light_raw.csv vendored
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@ -1,8 +1,37 @@
timestamp,device_id,double_light_lux,accuracy,label
1583471247000,android,15258.0,3,
1583471520000,android,1469.0,3,
1583474401000,android,0.0,3,
1583474411000,android,0.0,3,
1583474400000,android,100.0,3,
1583474460000,android,100.0,3,
1583474520000,android,100.0,3,
1583474580000,android,100.0,3,
1583474640000,android,100.0,3,
1583474700000,android,100.0,3,
1583474760000,android,100.0,3,
1583474820000,android,100.0,3,
1583474880000,android,100.0,3,
1583474940000,android,100.0,3,
1583475000000,android,100.0,3,
1583475060000,android,100.0,3,
1583475120000,android,100.0,3,
1583475180000,android,100.0,3,
1583475240000,android,100.0,3,
1583475300000,android,100.0,3,
1583475360000,android,100.0,3,
1583475420000,android,100.0,3,
1583475480000,android,100.0,3,
1583475540000,android,100.0,3,
1583475600000,android,100.0,3,
1583475660000,android,100.0,3,
1583475720000,android,100.0,3,
1583475780000,android,100.0,3,
1583475840000,android,100.0,3,
1583475900000,android,100.0,3,
1583475960000,android,100.0,3,
1583476020000,android,100.0,3,
1583476080000,android,100.0,3,
1583476140000,android,100.0,3,
1583476200000,android,100.0,3,
1583485199654,android,0.065,3,
1583492400461,android,472.52,3,
1583499599053,android,37252.0,3,
@ -46,8 +75,37 @@ timestamp,device_id,double_light_lux,accuracy,label
1583793300000,android,18030.0,3,
1604030847000,android,15258.0,3,
1604031120000,android,1469.0,3,
1604034001000,android,0.0,3,
1604034011000,android,0.0,3,
1604034000000,android,100.0,3,
1604034060000,android,100.0,3,
1604034120000,android,100.0,3,
1604034180000,android,100.0,3,
1604034240000,android,100.0,3,
1604034300000,android,100.0,3,
1604034360000,android,100.0,3,
1604034420000,android,100.0,3,
1604034480000,android,100.0,3,
1604034540000,android,100.0,3,
1604034600000,android,100.0,3,
1604034660000,android,100.0,3,
1604034720000,android,100.0,3,
1604034780000,android,100.0,3,
1604034840000,android,100.0,3,
1604034900000,android,100.0,3,
1604034960000,android,100.0,3,
1604035020000,android,100.0,3,
1604035080000,android,100.0,3,
1604035140000,android,100.0,3,
1604035200000,android,100.0,3,
1604035260000,android,100.0,3,
1604035320000,android,100.0,3,
1604035380000,android,100.0,3,
1604035440000,android,100.0,3,
1604035500000,android,100.0,3,
1604035560000,android,100.0,3,
1604035620000,android,100.0,3,
1604035680000,android,100.0,3,
1604035740000,android,100.0,3,
1604035800000,android,100.0,3,
1604044799654,android,0.065,3,
1604052000461,android,472.52,3,
1604059199053,android,37252.0,3,

1 timestamp device_id double_light_lux accuracy label
2 1583471247000 android 15258.0 3
3 1583471520000 android 1469.0 3
4 1583474401000 1583474400000 android 0.0 100.0 3
5 1583474411000 1583474460000 android 0.0 100.0 3
6 1583474520000 android 100.0 3
7 1583474580000 android 100.0 3
8 1583474640000 android 100.0 3
9 1583474700000 android 100.0 3
10 1583474760000 android 100.0 3
11 1583474820000 android 100.0 3
12 1583474880000 android 100.0 3
13 1583474940000 android 100.0 3
14 1583475000000 android 100.0 3
15 1583475060000 android 100.0 3
16 1583475120000 android 100.0 3
17 1583475180000 android 100.0 3
18 1583475240000 android 100.0 3
19 1583475300000 android 100.0 3
20 1583475360000 android 100.0 3
21 1583475420000 android 100.0 3
22 1583475480000 android 100.0 3
23 1583475540000 android 100.0 3
24 1583475600000 android 100.0 3
25 1583475660000 android 100.0 3
26 1583475720000 android 100.0 3
27 1583475780000 android 100.0 3
28 1583475840000 android 100.0 3
29 1583475900000 android 100.0 3
30 1583475960000 android 100.0 3
31 1583476020000 android 100.0 3
32 1583476080000 android 100.0 3
33 1583476140000 android 100.0 3
34 1583476200000 android 100.0 3
35 1583485199654 android 0.065 3
36 1583492400461 android 472.52 3
37 1583499599053 android 37252.0 3
75 1583793300000 android 18030.0 3
76 1604030847000 android 15258.0 3
77 1604031120000 android 1469.0 3
78 1604034001000 1604034000000 android 0.0 100.0 3
79 1604034011000 1604034060000 android 0.0 100.0 3
80 1604034120000 android 100.0 3
81 1604034180000 android 100.0 3
82 1604034240000 android 100.0 3
83 1604034300000 android 100.0 3
84 1604034360000 android 100.0 3
85 1604034420000 android 100.0 3
86 1604034480000 android 100.0 3
87 1604034540000 android 100.0 3
88 1604034600000 android 100.0 3
89 1604034660000 android 100.0 3
90 1604034720000 android 100.0 3
91 1604034780000 android 100.0 3
92 1604034840000 android 100.0 3
93 1604034900000 android 100.0 3
94 1604034960000 android 100.0 3
95 1604035020000 android 100.0 3
96 1604035080000 android 100.0 3
97 1604035140000 android 100.0 3
98 1604035200000 android 100.0 3
99 1604035260000 android 100.0 3
100 1604035320000 android 100.0 3
101 1604035380000 android 100.0 3
102 1604035440000 android 100.0 3
103 1604035500000 android 100.0 3
104 1604035560000 android 100.0 3
105 1604035620000 android 100.0 3
106 1604035680000 android 100.0 3
107 1604035740000 android 100.0 3
108 1604035800000 android 100.0 3
109 1604044799654 android 0.065 3
110 1604052000461 android 472.52 3
111 1604059199053 android 37252.0 3

33
tests/data/manual/aware_csv/phone_light_raw.csv
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@ -1,8 +1,37 @@
test_time,device_id,double_light_lux,accuracy,label
Fri 00:07:27.000,android,15258.0,3,
Fri 00:12:00.000,android,1469.0,3,
Fri 01:00:01.000,android,0.0,3,
Fri 01:00:11.000,android,0.0,3,
Fri 01:00:00,android,100,3,
Fri 01:01:00,android,100,3,
Fri 01:02:00,android,100,3,
Fri 01:03:00,android,100,3,
Fri 01:04:00,android,100,3,
Fri 01:05:00,android,100,3,
Fri 01:06:00,android,100,3,
Fri 01:07:00,android,100,3,
Fri 01:08:00,android,100,3,
Fri 01:09:00,android,100,3,
Fri 01:10:00,android,100,3,
Fri 01:11:00,android,100,3,
Fri 01:12:00,android,100,3,
Fri 01:13:00,android,100,3,
Fri 01:14:00,android,100,3,
Fri 01:15:00,android,100,3,
Fri 01:16:00,android,100,3,
Fri 01:17:00,android,100,3,
Fri 01:18:00,android,100,3,
Fri 01:19:00,android,100,3,
Fri 01:20:00,android,100,3,
Fri 01:21:00,android,100,3,
Fri 01:22:00,android,100,3,
Fri 01:23:00,android,100,3,
Fri 01:24:00,android,100,3,
Fri 01:25:00,android,100,3,
Fri 01:26:00,android,100,3,
Fri 01:27:00,android,100,3,
Fri 01:28:00,android,100,3,
Fri 01:29:00,android,100,3,
Fri 01:30:00,android,100,3,
Fri 03:59:59.654,android,0.065,3,
Fri 06:00:00.461,android,472.52,3,
Fri 07:59:59.053,android,37252.0,3,

1 test_time device_id double_light_lux accuracy label
2 Fri 00:07:27.000 android 15258.0 3
3 Fri 00:12:00.000 android 1469.0 3
4 Fri 01:00:01.000 Fri 01:00:00 android 0.0 100 3
5 Fri 01:00:11.000 Fri 01:01:00 android 0.0 100 3
6 Fri 01:02:00 android 100 3
7 Fri 01:03:00 android 100 3
8 Fri 01:04:00 android 100 3
9 Fri 01:05:00 android 100 3
10 Fri 01:06:00 android 100 3
11 Fri 01:07:00 android 100 3
12 Fri 01:08:00 android 100 3
13 Fri 01:09:00 android 100 3
14 Fri 01:10:00 android 100 3
15 Fri 01:11:00 android 100 3
16 Fri 01:12:00 android 100 3
17 Fri 01:13:00 android 100 3
18 Fri 01:14:00 android 100 3
19 Fri 01:15:00 android 100 3
20 Fri 01:16:00 android 100 3
21 Fri 01:17:00 android 100 3
22 Fri 01:18:00 android 100 3
23 Fri 01:19:00 android 100 3
24 Fri 01:20:00 android 100 3
25 Fri 01:21:00 android 100 3
26 Fri 01:22:00 android 100 3
27 Fri 01:23:00 android 100 3
28 Fri 01:24:00 android 100 3
29 Fri 01:25:00 android 100 3
30 Fri 01:26:00 android 100 3
31 Fri 01:27:00 android 100 3
32 Fri 01:28:00 android 100 3
33 Fri 01:29:00 android 100 3
34 Fri 01:30:00 android 100 3
35 Fri 03:59:59.654 android 0.065 3
36 Fri 06:00:00.461 android 472.52 3
37 Fri 07:59:59.053 android 37252.0 3

6
tests/data/processed/features/mtz_frequency/android/phone_data_yield.csv
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@ -4,12 +4,14 @@
"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0.0666667037037243,0
"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",0.0333333518518621,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.0333333518518621,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",1,1
"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.0666667037037243,0
"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",0.0333333518518621,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",0.0333333518518621,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",1,1
"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",0.0666667037037243,0
"thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59","thirtyminutes0003","2020-03-06 01:30:00","2020-03-06 01:59:59",0.0333333518518621,0
"thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59","thirtyminutes0003","2020-03-08 01:30:00","2020-03-08 01:59:59",0.0333333518518621,0
"thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59","thirtyminutes0003","2020-10-30 01:30:00","2020-10-30 01:59:59",0.0333333518518621,0
"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",0.0333333518518621,0
"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",0.0333333518518621,0
"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_data_yield_rapids_ratiovalidyieldedminutes phone_data_yield_rapids_ratiovalidyieldedhours
4 thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59 thirtyminutes0000 2020-10-30 00:00:00 2020-10-30 00:29:59 0.0666667037037243 0
5 thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59 thirtyminutes0000 2020-10-31 00:00:00 2020-10-31 00:29:59 0.0666667037037243 0
6 thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59 thirtyminutes0001 2020-03-08 00:30:00 2020-03-08 00:59:59 0.0333333518518621 0
7 thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59 thirtyminutes0002 2020-03-06 01:00:00 2020-03-06 01:29:59 0.0333333518518621 1 0 1
8 thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59 thirtyminutes0002 2020-03-07 01:00:00 2020-03-07 01:29:59 0.0666667037037243 0
9 thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59 thirtyminutes0002 2020-03-08 01:00:00 2020-03-08 01:29:59 0.0333333518518621 0
10 thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59 thirtyminutes0002 2020-10-30 01:00:00 2020-10-30 01:29:59 0.0333333518518621 1 0 1
11 thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59 thirtyminutes0002 2020-10-31 01:00:00 2020-10-31 01:29:59 0.0666667037037243 0
12 thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59 thirtyminutes0003 2020-03-06 01:30:00 2020-03-06 01:59:59 0.0333333518518621 0
13 thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59 thirtyminutes0003 2020-03-08 01:30:00 2020-03-08 01:59:59 0.0333333518518621 0
14 thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59 thirtyminutes0003 2020-10-30 01:30:00 2020-10-30 01:59:59 0.0333333518518621 0
15 thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59 thirtyminutes0003 2020-11-01 01:30:00 2020-11-01 01:59:59 0.0333333518518621 0
16 thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59 thirtyminutes0004 2020-11-01 02:00:00 2020-11-01 02:29:59 0.0333333518518621 0
17 thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59 thirtyminutes0005 2020-03-06 02:30:00 2020-03-06 02:59:59 0.0666667037037243 0

6
tests/data/processed/features/mtz_frequency/android/phone_light.csv
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@ -1,9 +1,11 @@
"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",2,0,0,0,0,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",2,0,0,0,0,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",30,100,100,100,100,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",30,100,100,100,100,0
"thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59","thirtyminutes0003","2020-03-06 01:30:00","2020-03-06 01:59:59",1,100,100,100,100,NA
"thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59","thirtyminutes0003","2020-03-08 01:30:00","2020-03-08 01:59:59",1,872,872,872,872,NA
"thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59","thirtyminutes0003","2020-10-30 01:30:00","2020-10-30 01:59:59",1,100,100,100,100,NA
"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",1,500,500,500,500,NA
"thirtyminutes0005#2020-11-01 02:30:00,2020-11-01 02:59:59","thirtyminutes0005","2020-11-01 02:30:00","2020-11-01 02:59:59",1,872,872,872,872,NA
"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",1,500,500,500,500,NA

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_light_rapids_count phone_light_rapids_maxlux phone_light_rapids_minlux phone_light_rapids_avglux phone_light_rapids_medianlux phone_light_rapids_stdlux
2 thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59 thirtyminutes0000 2020-03-06 00:00:00 2020-03-06 00:29:59 2 15258 1469 8363.5 8363.5 9750.2954057813
3 thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59 thirtyminutes0000 2020-10-30 00:00:00 2020-10-30 00:29:59 2 15258 1469 8363.5 8363.5 9750.2954057813
4 thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59 thirtyminutes0002 2020-03-06 01:00:00 2020-03-06 01:29:59 2 30 0 100 0 100 0 100 0 100 0
5 thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59 thirtyminutes0002 2020-10-30 01:00:00 2020-10-30 01:29:59 2 30 0 100 0 100 0 100 0 100 0
6 thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59 thirtyminutes0003 2020-03-06 01:30:00 2020-03-06 01:59:59 1 100 100 100 100 NA
7 thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59 thirtyminutes0003 2020-03-08 01:30:00 2020-03-08 01:59:59 1 872 872 872 872 NA
8 thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59 thirtyminutes0003 2020-10-30 01:30:00 2020-10-30 01:59:59 1 100 100 100 100 NA
9 thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59 thirtyminutes0005 2020-03-09 02:30:00 2020-03-09 02:59:59 1 500 500 500 500 NA
10 thirtyminutes0005#2020-11-01 02:30:00,2020-11-01 02:59:59 thirtyminutes0005 2020-11-01 02:30:00 2020-11-01 02:59:59 1 872 872 872 872 NA
11 thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59 thirtyminutes0005 2020-11-02 02:30:00 2020-11-02 02:59:59 1 500 500 500 500 NA

16
tests/data/processed/features/mtz_periodic/android/phone_data_yield.csv
View File

@ -1,9 +1,9 @@
"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",0.0229166669319059,0
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",0.0437500005063657,0.0416666671489198
"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.0152777779546039,0
"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.00652173920919975,0
"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",0.00555555561985597,0
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",0.0229166669319059,0
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",0.0437500005063657,0.0416666671489198
"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.0152777779546039,0
"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00600000006666667,0
"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",0.00555555561985597,0
@ -13,15 +13,15 @@
"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0222222232510289,0
"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",0.00833333371913582,0
"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0.00277777790637861,0
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",0.015023474237181,0
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",0.0220657277858597,0.0140845070973572
"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.0091549296132822,0
"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00399061034425121,0
"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",0.00185185185899634,0
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",0.00763888891835991,0
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0127314815305999,0
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",0.0145833333895962,0.0138888889424726
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0196759260018361,0.0138888889424726
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0214611872962754,0.013698630189112
"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.00890410962292279,0
"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00388127855358173,0
"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",0.00185185185899634,0
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",0.015023474237181,0
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",0.0220657277858597,0.0140845070973572
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0214611872962754,0.013698630189112

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_data_yield_rapids_ratiovalidyieldedminutes phone_data_yield_rapids_ratiovalidyieldedhours
2 daily#2020-03-06 00:00:00,2020-03-06 23:59:59 daily 2020-03-06 00:00:00 2020-03-06 23:59:59 0.0229166669319059 0.0437500005063657 0 0.0416666671489198
3 daily#2020-03-07 00:00:00,2020-03-07 23:59:59 daily 2020-03-07 00:00:00 2020-03-07 23:59:59 0.0152777779546039 0
4 daily#2020-03-08 00:00:00,2020-03-08 23:59:59 daily 2020-03-08 00:00:00 2020-03-08 23:59:59 0.00652173920919975 0
5 daily#2020-03-09 00:00:00,2020-03-09 23:59:59 daily 2020-03-09 00:00:00 2020-03-09 23:59:59 0.00555555561985597 0
6 daily#2020-10-30 00:00:00,2020-10-30 23:59:59 daily 2020-10-30 00:00:00 2020-10-30 23:59:59 0.0229166669319059 0.0437500005063657 0 0.0416666671489198
7 daily#2020-10-31 00:00:00,2020-10-31 23:59:59 daily 2020-10-31 00:00:00 2020-10-31 23:59:59 0.0152777779546039 0
8 daily#2020-11-01 00:00:00,2020-11-01 23:59:59 daily 2020-11-01 00:00:00 2020-11-01 23:59:59 0.00600000006666667 0
9 daily#2020-11-02 00:00:00,2020-11-02 23:59:59 daily 2020-11-02 00:00:00 2020-11-02 23:59:59 0.00555555561985597 0
13 morning#2020-10-30 06:00:00,2020-10-30 11:59:59 morning 2020-10-30 06:00:00 2020-10-30 11:59:59 0.0222222232510289 0
14 morning#2020-10-31 06:00:00,2020-10-31 11:59:59 morning 2020-10-31 06:00:00 2020-10-31 11:59:59 0.00833333371913582 0
15 morning#2020-11-02 06:00:00,2020-11-02 11:59:59 morning 2020-11-02 06:00:00 2020-11-02 11:59:59 0.00277777790637861 0
16 threeday#2020-03-06 00:00:00,2020-03-08 23:59:59 threeday 2020-03-06 00:00:00 2020-03-08 23:59:59 0.015023474237181 0.0220657277858597 0 0.0140845070973572
17 threeday#2020-03-07 00:00:00,2020-03-09 23:59:59 threeday 2020-03-07 00:00:00 2020-03-09 23:59:59 0.0091549296132822 0
18 threeday#2020-03-08 00:00:00,2020-03-10 23:59:59 threeday 2020-03-08 00:00:00 2020-03-10 23:59:59 0.00399061034425121 0
19 threeday#2020-03-09 00:00:00,2020-03-11 23:59:59 threeday 2020-03-09 00:00:00 2020-03-11 23:59:59 0.00185185185899634 0
20 threeday#2020-10-28 00:00:00,2020-10-30 23:59:59 threeday 2020-10-28 00:00:00 2020-10-30 23:59:59 0.00763888891835991 0.0145833333895962 0 0.0138888889424726
21 threeday#2020-10-29 00:00:00,2020-10-31 23:59:59 threeday 2020-10-29 00:00:00 2020-10-31 23:59:59 0.0127314815305999 0.0196759260018361 0 0.0138888889424726
22 threeday#2020-10-30 00:00:00,2020-11-01 23:59:59 threeday 2020-10-30 00:00:00 2020-11-01 23:59:59 0.0146118722017195 0.0214611872962754 0 0.013698630189112
23 threeday#2020-10-31 00:00:00,2020-11-02 23:59:59 threeday 2020-10-31 00:00:00 2020-11-02 23:59:59 0.00890410962292279 0
24 threeday#2020-11-01 00:00:00,2020-11-03 23:59:59 threeday 2020-11-01 00:00:00 2020-11-03 23:59:59 0.00388127855358173 0
25 threeday#2020-11-02 00:00:00,2020-11-04 23:59:59 threeday 2020-11-02 00:00:00 2020-11-04 23:59:59 0.00185185185899634 0
26 weekend#2020-03-06 00:00:00,2020-03-08 23:59:59 weekend 2020-03-06 00:00:00 2020-03-08 23:59:59 0.015023474237181 0.0220657277858597 0 0.0140845070973572
27 weekend#2020-10-30 00:00:00,2020-11-01 23:59:59 weekend 2020-10-30 00:00:00 2020-11-01 23:59:59 0.0146118722017195 0.0214611872962754 0 0.013698630189112

16
tests/data/processed/features/mtz_periodic/android/phone_light.csv
View File

@ -1,9 +1,9 @@
"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",12,76000,128,21158.6666666667,21000,22960.9118813744
"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5,32010,872,18078.4,24510,14357.0353067756
"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",12,76000,128,21158.6666666667,21000,22960.9118813744
"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",5,32010,872,18078.4,24510,14357.0353067756
"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
@ -13,15 +13,15 @@
"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",3,31000,21000,26360,27080,5038.72999871992
"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,13200,13200,13200,13200,NA
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",21,76000,128,19201.2380952381,21000,18877.3957046642
"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,32010,500,16591.3333333333,18030,12352.1273876203
"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",36,114615,0,33855.8128055556,21000,38781.3405052496
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",65,114615,0.065,18798.6040153846,100,33291.7108781101
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",21,76000,128,19201.2380952381,21000,18877.3957046642
"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",9,32010,500,16591.3333333333,18030,12352.1273876203
"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_light_rapids_count phone_light_rapids_maxlux phone_light_rapids_minlux phone_light_rapids_avglux phone_light_rapids_medianlux phone_light_rapids_stdlux
2 daily#2020-03-06 00:00:00,2020-03-06 23:59:59 daily 2020-03-06 00:00:00 2020-03-06 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
3 daily#2020-03-07 00:00:00,2020-03-07 23:59:59 daily 2020-03-07 00:00:00 2020-03-07 23:59:59 12 76000 128 21158.6666666667 21000 22960.9118813744
4 daily#2020-03-08 00:00:00,2020-03-08 23:59:59 daily 2020-03-08 00:00:00 2020-03-08 23:59:59 5 32010 872 18078.4 24510 14357.0353067756
5 daily#2020-03-09 00:00:00,2020-03-09 23:59:59 daily 2020-03-09 00:00:00 2020-03-09 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
6 daily#2020-10-30 00:00:00,2020-10-30 23:59:59 daily 2020-10-30 00:00:00 2020-10-30 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
7 daily#2020-10-31 00:00:00,2020-10-31 23:59:59 daily 2020-10-31 00:00:00 2020-10-31 23:59:59 12 76000 128 21158.6666666667 21000 22960.9118813744
8 daily#2020-11-01 00:00:00,2020-11-01 23:59:59 daily 2020-11-01 00:00:00 2020-11-01 23:59:59 5 32010 872 18078.4 24510 14357.0353067756
9 daily#2020-11-02 00:00:00,2020-11-02 23:59:59 daily 2020-11-02 00:00:00 2020-11-02 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
13 morning#2020-10-30 06:00:00,2020-10-30 11:59:59 morning 2020-10-30 06:00:00 2020-10-30 11:59:59 4 114615 472.52 60659.38 63775 51510.5823438666
14 morning#2020-10-31 06:00:00,2020-10-31 11:59:59 morning 2020-10-31 06:00:00 2020-10-31 11:59:59 3 31000 21000 26360 27080 5038.72999871992
15 morning#2020-11-02 06:00:00,2020-11-02 11:59:59 morning 2020-11-02 06:00:00 2020-11-02 11:59:59 1 13200 13200 13200 13200 NA
16 threeday#2020-03-06 00:00:00,2020-03-08 23:59:59 threeday 2020-03-06 00:00:00 2020-03-08 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
17 threeday#2020-03-07 00:00:00,2020-03-09 23:59:59 threeday 2020-03-07 00:00:00 2020-03-09 23:59:59 21 76000 128 19201.2380952381 21000 18877.3957046642
18 threeday#2020-03-08 00:00:00,2020-03-10 23:59:59 threeday 2020-03-08 00:00:00 2020-03-10 23:59:59 9 32010 500 16591.3333333333 18030 12352.1273876203
19 threeday#2020-03-09 00:00:00,2020-03-11 23:59:59 threeday 2020-03-09 00:00:00 2020-03-11 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
20 threeday#2020-10-28 00:00:00,2020-10-30 23:59:59 threeday 2020-10-28 00:00:00 2020-10-30 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
21 threeday#2020-10-29 00:00:00,2020-10-31 23:59:59 threeday 2020-10-29 00:00:00 2020-10-31 23:59:59 36 65 114615 0 0.065 33855.8128055556 18798.6040153846 21000 100 38781.3405052496 33291.7108781101
22 threeday#2020-10-30 00:00:00,2020-11-01 23:59:59 threeday 2020-10-30 00:00:00 2020-11-01 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
23 threeday#2020-10-31 00:00:00,2020-11-02 23:59:59 threeday 2020-10-31 00:00:00 2020-11-02 23:59:59 21 76000 128 19201.2380952381 21000 18877.3957046642
24 threeday#2020-11-01 00:00:00,2020-11-03 23:59:59 threeday 2020-11-01 00:00:00 2020-11-03 23:59:59 9 32010 500 16591.3333333333 18030 12352.1273876203
25 threeday#2020-11-02 00:00:00,2020-11-04 23:59:59 threeday 2020-11-02 00:00:00 2020-11-04 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
26 weekend#2020-03-06 00:00:00,2020-03-08 23:59:59 weekend 2020-03-06 00:00:00 2020-03-08 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
27 weekend#2020-10-30 00:00:00,2020-11-01 23:59:59 weekend 2020-10-30 00:00:00 2020-11-01 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966

6
tests/data/processed/features/stz_frequency/android/phone_data_yield.csv
View File

@ -5,10 +5,12 @@
"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0.0666667037037243,0
"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0.100000055555586,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.0333333518518621,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",1,1
"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.0666667037037243,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",0.0333333518518621,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",1,1
"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",0.0666667037037243,0
"thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59","thirtyminutes0003","2020-03-06 01:30:00","2020-03-06 01:59:59",0.0333333518518621,0
"thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59","thirtyminutes0003","2020-10-30 01:30:00","2020-10-30 01:59:59",0.0333333518518621,0
"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0
"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",0.0333333518518621,0
"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0.0666667037037243,0

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_data_yield_rapids_ratiovalidyieldedminutes phone_data_yield_rapids_ratiovalidyieldedhours
5 thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59 thirtyminutes0000 2020-10-30 00:00:00 2020-10-30 00:29:59 0.0666667037037243 0
6 thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59 thirtyminutes0000 2020-10-31 00:00:00 2020-10-31 00:29:59 0.0666667037037243 0
7 thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59 thirtyminutes0000 2020-11-01 00:00:00 2020-11-01 00:29:59 0.100000055555586 0
8 thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59 thirtyminutes0002 2020-03-06 01:00:00 2020-03-06 01:29:59 0.0333333518518621 1 0 1
9 thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59 thirtyminutes0002 2020-03-07 01:00:00 2020-03-07 01:29:59 0.0666667037037243 0
10 thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59 thirtyminutes0002 2020-10-30 01:00:00 2020-10-30 01:29:59 0.0333333518518621 1 0 1
11 thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59 thirtyminutes0002 2020-10-31 01:00:00 2020-10-31 01:29:59 0.0666667037037243 0
12 thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59 thirtyminutes0003 2020-03-06 01:30:00 2020-03-06 01:59:59 0.0333333518518621 0
13 thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59 thirtyminutes0003 2020-10-30 01:30:00 2020-10-30 01:59:59 0.0333333518518621 0
14 thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59 thirtyminutes0005 2020-03-06 02:30:00 2020-03-06 02:59:59 0.0666667037037243 0
15 thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59 thirtyminutes0005 2020-03-09 02:30:00 2020-03-09 02:59:59 0.0333333518518621 0
16 thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59 thirtyminutes0005 2020-10-30 02:30:00 2020-10-30 02:59:59 0.0666667037037243 0

6
tests/data/processed/features/stz_frequency/android/phone_light.csv
View File

@ -3,8 +3,10 @@
"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",2,206,128,167,167,55.1543289325507
"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",2,206,128,167,167,55.1543289325507
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",2,0,0,0,0,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",2,0,0,0,0,0
"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",30,100,100,100,100,0
"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",30,100,100,100,100,0
"thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59","thirtyminutes0003","2020-03-06 01:30:00","2020-03-06 01:59:59",1,100,100,100,100,NA
"thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59","thirtyminutes0003","2020-10-30 01:30:00","2020-10-30 01:59:59",1,100,100,100,100,NA
"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",1,500,500,500,500,NA
"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",1,500,500,500,500,NA
"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",1,0.065,0.065,0.065,0.065,NA

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_light_rapids_count phone_light_rapids_maxlux phone_light_rapids_minlux phone_light_rapids_avglux phone_light_rapids_medianlux phone_light_rapids_stdlux
3 thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59 thirtyminutes0000 2020-03-08 00:00:00 2020-03-08 00:29:59 2 206 128 167 167 55.1543289325507
4 thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59 thirtyminutes0000 2020-10-30 00:00:00 2020-10-30 00:29:59 2 15258 1469 8363.5 8363.5 9750.2954057813
5 thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59 thirtyminutes0000 2020-11-01 00:00:00 2020-11-01 00:29:59 2 206 128 167 167 55.1543289325507
6 thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59 thirtyminutes0002 2020-03-06 01:00:00 2020-03-06 01:29:59 2 30 0 100 0 100 0 100 0 100 0
7 thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59 thirtyminutes0002 2020-10-30 01:00:00 2020-10-30 01:29:59 2 30 0 100 0 100 0 100 0 100 0
8 thirtyminutes0003#2020-03-06 01:30:00,2020-03-06 01:59:59 thirtyminutes0003 2020-03-06 01:30:00 2020-03-06 01:59:59 1 100 100 100 100 NA
9 thirtyminutes0003#2020-10-30 01:30:00,2020-10-30 01:59:59 thirtyminutes0003 2020-10-30 01:30:00 2020-10-30 01:59:59 1 100 100 100 100 NA
10 thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59 thirtyminutes0005 2020-03-09 02:30:00 2020-03-09 02:59:59 1 500 500 500 500 NA
11 thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59 thirtyminutes0005 2020-11-02 02:30:00 2020-11-02 02:59:59 1 500 500 500 500 NA
12 thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59 thirtyminutes0007 2020-03-06 03:30:00 2020-03-06 03:59:59 1 0.065 0.065 0.065 0.065 NA

16
tests/data/processed/features/stz_periodic/android/phone_data_yield.csv
View File

@ -1,9 +1,9 @@
"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",0.0229166669319059,0
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",0.0437500005063657,0.0416666671489198
"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.0131944445971579,0
"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.008695652278933,0
"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",0.00555555561985597,0
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",0.0229166669319059,0
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",0.0437500005063657,0.0416666671489198
"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.0131944445971579,0
"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00800000008888889,0
"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",0.00555555561985597,0
@ -11,15 +11,15 @@
"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0.00277777790637861,0
"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0222222232510289,0
"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0.00277777790637861,0
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",0.015023474237181,0
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",0.0220657277858597,0.0140845070973572
"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.0091549296132822,0
"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00469483569911908,0
"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",0.00185185185899634,0
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",0.00763888891835991,0
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0120370370834762,0
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",0.0145833333895962,0.0138888889424726
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0189814815547125,0.0138888889424726
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0214611872962754,0.013698630189112
"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.00890410962292279,0
"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00456621006303733,0
"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",0.00185185185899634,0
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",0.015023474237181,0
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",0.0220657277858597,0.0140845070973572
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0214611872962754,0.013698630189112

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_data_yield_rapids_ratiovalidyieldedminutes phone_data_yield_rapids_ratiovalidyieldedhours
2 daily#2020-03-06 00:00:00,2020-03-06 23:59:59 daily 2020-03-06 00:00:00 2020-03-06 23:59:59 0.0229166669319059 0.0437500005063657 0 0.0416666671489198
3 daily#2020-03-07 00:00:00,2020-03-07 23:59:59 daily 2020-03-07 00:00:00 2020-03-07 23:59:59 0.0131944445971579 0
4 daily#2020-03-08 00:00:00,2020-03-08 23:59:59 daily 2020-03-08 00:00:00 2020-03-08 23:59:59 0.008695652278933 0
5 daily#2020-03-09 00:00:00,2020-03-09 23:59:59 daily 2020-03-09 00:00:00 2020-03-09 23:59:59 0.00555555561985597 0
6 daily#2020-10-30 00:00:00,2020-10-30 23:59:59 daily 2020-10-30 00:00:00 2020-10-30 23:59:59 0.0229166669319059 0.0437500005063657 0 0.0416666671489198
7 daily#2020-10-31 00:00:00,2020-10-31 23:59:59 daily 2020-10-31 00:00:00 2020-10-31 23:59:59 0.0131944445971579 0
8 daily#2020-11-01 00:00:00,2020-11-01 23:59:59 daily 2020-11-01 00:00:00 2020-11-01 23:59:59 0.00800000008888889 0
9 daily#2020-11-02 00:00:00,2020-11-02 23:59:59 daily 2020-11-02 00:00:00 2020-11-02 23:59:59 0.00555555561985597 0
11 morning#2020-03-09 06:00:00,2020-03-09 11:59:59 morning 2020-03-09 06:00:00 2020-03-09 11:59:59 0.00277777790637861 0
12 morning#2020-10-30 06:00:00,2020-10-30 11:59:59 morning 2020-10-30 06:00:00 2020-10-30 11:59:59 0.0222222232510289 0
13 morning#2020-11-02 06:00:00,2020-11-02 11:59:59 morning 2020-11-02 06:00:00 2020-11-02 11:59:59 0.00277777790637861 0
14 threeday#2020-03-06 00:00:00,2020-03-08 23:59:59 threeday 2020-03-06 00:00:00 2020-03-08 23:59:59 0.015023474237181 0.0220657277858597 0 0.0140845070973572
15 threeday#2020-03-07 00:00:00,2020-03-09 23:59:59 threeday 2020-03-07 00:00:00 2020-03-09 23:59:59 0.0091549296132822 0
16 threeday#2020-03-08 00:00:00,2020-03-10 23:59:59 threeday 2020-03-08 00:00:00 2020-03-10 23:59:59 0.00469483569911908 0
17 threeday#2020-03-09 00:00:00,2020-03-11 23:59:59 threeday 2020-03-09 00:00:00 2020-03-11 23:59:59 0.00185185185899634 0
18 threeday#2020-10-28 00:00:00,2020-10-30 23:59:59 threeday 2020-10-28 00:00:00 2020-10-30 23:59:59 0.00763888891835991 0.0145833333895962 0 0.0138888889424726
19 threeday#2020-10-29 00:00:00,2020-10-31 23:59:59 threeday 2020-10-29 00:00:00 2020-10-31 23:59:59 0.0120370370834762 0.0189814815547125 0 0.0138888889424726
20 threeday#2020-10-30 00:00:00,2020-11-01 23:59:59 threeday 2020-10-30 00:00:00 2020-11-01 23:59:59 0.0146118722017195 0.0214611872962754 0 0.013698630189112
21 threeday#2020-10-31 00:00:00,2020-11-02 23:59:59 threeday 2020-10-31 00:00:00 2020-11-02 23:59:59 0.00890410962292279 0
22 threeday#2020-11-01 00:00:00,2020-11-03 23:59:59 threeday 2020-11-01 00:00:00 2020-11-03 23:59:59 0.00456621006303733 0
23 threeday#2020-11-02 00:00:00,2020-11-04 23:59:59 threeday 2020-11-02 00:00:00 2020-11-04 23:59:59 0.00185185185899634 0
24 weekend#2020-03-06 00:00:00,2020-03-08 23:59:59 weekend 2020-03-06 00:00:00 2020-03-08 23:59:59 0.015023474237181 0.0220657277858597 0 0.0140845070973572
25 weekend#2020-10-30 00:00:00,2020-11-01 23:59:59 weekend 2020-10-30 00:00:00 2020-11-01 23:59:59 0.0146118722017195 0.0214611872962754 0 0.013698630189112

16
tests/data/processed/features/stz_periodic/android/phone_light.csv
View File

@ -1,9 +1,9 @@
"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",10,76000,500,25357,24040,22953.273816362
"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",7,32010,128,12960.8571428571,4500,14621.9736404788
"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",10,76000,500,25357,24040,22953.273816362
"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",7,32010,128,12960.8571428571,4500,14621.9736404788
"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
@ -11,15 +11,15 @@
"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",1,13200,13200,13200,13200,NA
"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,13200,13200,13200,13200,NA
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",21,76000,128,19201.2380952381,21000,18877.3957046642
"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",11,32010,128,13605.0909090909,13200,12891.9619100783
"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",24,114615,0,40204.385875,19836,43707.8141548465
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",34,114615,0,35837.5076764706,22707,39016.8323601495
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",53,114615,0.065,18264.2502075472,100,35369.5932468868
"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",63,114615,0.065,19390.0835079365,100,33653.1923526504
"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",21,76000,128,19201.2380952381,21000,18877.3957046642
"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",11,32010,128,13605.0909090909,13200,12891.9619100783
"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",4,27200,500,14732.5,15615,11123.9182994722
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",41,114615,0,31931.7380731707,21000,36931.3823249349
"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966
"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",70,114615,0.065,18747.1608714286,339.26,32249.1520878966

1 local_segment local_segment_label local_segment_start_datetime local_segment_end_datetime phone_light_rapids_count phone_light_rapids_maxlux phone_light_rapids_minlux phone_light_rapids_avglux phone_light_rapids_medianlux phone_light_rapids_stdlux
2 daily#2020-03-06 00:00:00,2020-03-06 23:59:59 daily 2020-03-06 00:00:00 2020-03-06 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
3 daily#2020-03-07 00:00:00,2020-03-07 23:59:59 daily 2020-03-07 00:00:00 2020-03-07 23:59:59 10 76000 500 25357 24040 22953.273816362
4 daily#2020-03-08 00:00:00,2020-03-08 23:59:59 daily 2020-03-08 00:00:00 2020-03-08 23:59:59 7 32010 128 12960.8571428571 4500 14621.9736404788
5 daily#2020-03-09 00:00:00,2020-03-09 23:59:59 daily 2020-03-09 00:00:00 2020-03-09 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
6 daily#2020-10-30 00:00:00,2020-10-30 23:59:59 daily 2020-10-30 00:00:00 2020-10-30 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
7 daily#2020-10-31 00:00:00,2020-10-31 23:59:59 daily 2020-10-31 00:00:00 2020-10-31 23:59:59 10 76000 500 25357 24040 22953.273816362
8 daily#2020-11-01 00:00:00,2020-11-01 23:59:59 daily 2020-11-01 00:00:00 2020-11-01 23:59:59 7 32010 128 12960.8571428571 4500 14621.9736404788
9 daily#2020-11-02 00:00:00,2020-11-02 23:59:59 daily 2020-11-02 00:00:00 2020-11-02 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
11 morning#2020-03-09 06:00:00,2020-03-09 11:59:59 morning 2020-03-09 06:00:00 2020-03-09 11:59:59 1 13200 13200 13200 13200 NA
12 morning#2020-10-30 06:00:00,2020-10-30 11:59:59 morning 2020-10-30 06:00:00 2020-10-30 11:59:59 4 114615 472.52 60659.38 63775 51510.5823438666
13 morning#2020-11-02 06:00:00,2020-11-02 11:59:59 morning 2020-11-02 06:00:00 2020-11-02 11:59:59 1 13200 13200 13200 13200 NA
14 threeday#2020-03-06 00:00:00,2020-03-08 23:59:59 threeday 2020-03-06 00:00:00 2020-03-08 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
15 threeday#2020-03-07 00:00:00,2020-03-09 23:59:59 threeday 2020-03-07 00:00:00 2020-03-09 23:59:59 21 76000 128 19201.2380952381 21000 18877.3957046642
16 threeday#2020-03-08 00:00:00,2020-03-10 23:59:59 threeday 2020-03-08 00:00:00 2020-03-10 23:59:59 11 32010 128 13605.0909090909 13200 12891.9619100783
17 threeday#2020-03-09 00:00:00,2020-03-11 23:59:59 threeday 2020-03-09 00:00:00 2020-03-11 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
18 threeday#2020-10-28 00:00:00,2020-10-30 23:59:59 threeday 2020-10-28 00:00:00 2020-10-30 23:59:59 24 53 114615 0 0.065 40204.385875 18264.2502075472 19836 100 43707.8141548465 35369.5932468868
19 threeday#2020-10-29 00:00:00,2020-10-31 23:59:59 threeday 2020-10-29 00:00:00 2020-10-31 23:59:59 34 63 114615 0 0.065 35837.5076764706 19390.0835079365 22707 100 39016.8323601495 33653.1923526504
20 threeday#2020-10-30 00:00:00,2020-11-01 23:59:59 threeday 2020-10-30 00:00:00 2020-11-01 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
21 threeday#2020-10-31 00:00:00,2020-11-02 23:59:59 threeday 2020-10-31 00:00:00 2020-11-02 23:59:59 21 76000 128 19201.2380952381 21000 18877.3957046642
22 threeday#2020-11-01 00:00:00,2020-11-03 23:59:59 threeday 2020-11-01 00:00:00 2020-11-03 23:59:59 11 32010 128 13605.0909090909 13200 12891.9619100783
23 threeday#2020-11-02 00:00:00,2020-11-04 23:59:59 threeday 2020-11-02 00:00:00 2020-11-04 23:59:59 4 27200 500 14732.5 15615 11123.9182994722
24 weekend#2020-03-06 00:00:00,2020-03-08 23:59:59 weekend 2020-03-06 00:00:00 2020-03-08 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966
25 weekend#2020-10-30 00:00:00,2020-11-01 23:59:59 weekend 2020-10-30 00:00:00 2020-11-01 23:59:59 41 70 114615 0 0.065 31931.7380731707 18747.1608714286 21000 339.26 36931.3823249349 32249.1520878966

2
tests/settings/stz_periodic_config.yaml
View File

@ -214,7 +214,7 @@ PHONE_DATA_YIELD:
SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
PROVIDERS:
RAPIDS:
COMPUTE: False
COMPUTE: True
FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R