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fix: unused variable
#3
1 parent ea0b9a7 commit 2e9c9d1

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+61
-77
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‎lang-ENG/android-id-e387e38700000002/version-code-3001018/video-learning-events/e387e38700000002_3001018_video-learning-events_2024-09-30.csv‎

Lines changed: 18 additions & 26 deletions
Original file line numberDiff line numberDiff line change
@@ -1,27 +1,19 @@
11
id,timestamp,android_id,package_name,video_id,video_title,learning_event_type,additional_data
2-
0,1727710306707,e387e38700000002,ai.elimu.analytics,1,akili and me - letter a,VIDEO_OPENED,
3-
0,1727710329753,e387e38700000002,ai.elimu.analytics,1,akili and me - letter a,VIDEO_COMPLETED,{'video_playback_position_ms': 55224}
4-
0,1727710306708,e387e38700000002,ai.elimu.analytics,2,akili and me - letter b,VIDEO_OPENED,
5-
0,1727710354524,e387e38700000002,ai.elimu.analytics,2,akili and me - letter b,VIDEO_COMPLETED,{'video_playback_position_ms': 8722}
6-
0,1727710306708,e387e38700000002,ai.elimu.analytics,10,akili and me - music,VIDEO_OPENED,
7-
0,1727710326301,e387e38700000002,ai.elimu.analytics,10,akili and me - music,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 2585}
8-
0,1727710306708,e387e38700000002,ai.elimu.analytics,42,one small step,VIDEO_OPENED,
9-
0,1727710364700,e387e38700000002,ai.elimu.analytics,42,one small step,VIDEO_COMPLETED,{'video_playback_position_ms': 37429}
10-
0,1727710306708,e387e38700000002,ai.elimu.analytics,42,one small step,VIDEO_OPENED,
11-
0,1727710355480,e387e38700000002,ai.elimu.analytics,42,one small step,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 58008}
12-
0,1727710306708,e387e38700000002,ai.elimu.analytics,8,akili and me - family,VIDEO_OPENED,
13-
0,1727710357776,e387e38700000002,ai.elimu.analytics,8,akili and me - family,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 21752}
14-
0,1727710306708,e387e38700000002,ai.elimu.analytics,2,akili and me - letter b,VIDEO_OPENED,
15-
0,1727710365132,e387e38700000002,ai.elimu.analytics,2,akili and me - letter b,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 53325}
16-
0,1727710306708,e387e38700000002,ai.elimu.analytics,7,akili and me - letter g,VIDEO_OPENED,
17-
0,1727710354171,e387e38700000002,ai.elimu.analytics,7,akili and me - letter g,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 25535}
18-
0,1727710306709,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,VIDEO_OPENED,
19-
0,1727710342814,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,VIDEO_COMPLETED,{'video_playback_position_ms': 49901}
20-
0,1727710306709,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,VIDEO_OPENED,
21-
0,1727710308589,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,VIDEO_COMPLETED,{'video_playback_position_ms': 1088}
22-
0,1727710306709,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,VIDEO_OPENED,
23-
0,1727710359165,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 17045}
24-
0,1727710306709,e387e38700000002,ai.elimu.analytics,10,akili and me - music,VIDEO_OPENED,
25-
0,1727710356608,e387e38700000002,ai.elimu.analytics,10,akili and me - music,VIDEO_COMPLETED,{'video_playback_position_ms': 17024}
26-
0,1727710306709,e387e38700000002,ai.elimu.analytics,14,akili and me - counting compilation,VIDEO_OPENED,
27-
0,1727710311434,e387e38700000002,ai.elimu.analytics,14,akili and me - counting compilation,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 40852}
2+
0,1727711366844,e387e38700000002,ai.elimu.analytics,9,akili and me - jump jump jump,VIDEO_OPENED,
3+
0,1727711394713,e387e38700000002,ai.elimu.analytics,9,akili and me - jump jump jump,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 23840}
4+
0,1727711366844,e387e38700000002,ai.elimu.analytics,8,akili and me - family,VIDEO_OPENED,
5+
0,1727711382639,e387e38700000002,ai.elimu.analytics,8,akili and me - family,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 43545}
6+
0,1727711366844,e387e38700000002,ai.elimu.analytics,6,akili and me - letter f,VIDEO_OPENED,
7+
0,1727711425421,e387e38700000002,ai.elimu.analytics,6,akili and me - letter f,VIDEO_COMPLETED,{'video_playback_position_ms': 56783}
8+
0,1727711366845,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,VIDEO_OPENED,
9+
0,1727711372684,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,VIDEO_COMPLETED,{'video_playback_position_ms': 3092}
10+
0,1727711366845,e387e38700000002,ai.elimu.analytics,35,akili and me - letter k,VIDEO_OPENED,
11+
0,1727711421832,e387e38700000002,ai.elimu.analytics,35,akili and me - letter k,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 11811}
12+
0,1727711366845,e387e38700000002,ai.elimu.analytics,34,akili and me - letter j,VIDEO_OPENED,
13+
0,1727711394680,e387e38700000002,ai.elimu.analytics,34,akili and me - letter j,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 59559}
14+
0,1727711366846,e387e38700000002,ai.elimu.analytics,33,akili and me - letter i,VIDEO_OPENED,
15+
0,1727711378294,e387e38700000002,ai.elimu.analytics,33,akili and me - letter i,VIDEO_COMPLETED,{'video_playback_position_ms': 35045}
16+
0,1727711366846,e387e38700000002,ai.elimu.analytics,6,akili and me - letter f,VIDEO_OPENED,
17+
0,1727711415905,e387e38700000002,ai.elimu.analytics,6,akili and me - letter f,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 9700}
18+
0,1727711366846,e387e38700000002,ai.elimu.analytics,1,akili and me - letter a,VIDEO_OPENED,
19+
0,1727711391733,e387e38700000002,ai.elimu.analytics,1,akili and me - letter a,VIDEO_COMPLETED,{'video_playback_position_ms': 17070}

‎lang-TGL/android-id-e387e38700000001/version-code-3001018/video-learning-events/e387e38700000001_3001018_video-learning-events_2024-09-30.csv‎

Lines changed: 4 additions & 36 deletions
Original file line numberDiff line numberDiff line change
@@ -1,37 +1,5 @@
11
id,timestamp,android_id,package_name,video_id,video_title,learning_event_type,additional_data
2-
0,1727710308419,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3-
0,1727710338696,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 36610}
4-
0,1727710308420,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
5-
0,1727710317800,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 44516}
6-
0,1727710308420,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
7-
0,1727710323035,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 20036}
8-
0,1727710308421,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
9-
0,1727710344971,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 54628}
10-
0,1727710308421,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
11-
0,1727710322215,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 8047}
12-
0,1727710308421,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
13-
0,1727710325962,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 55016}
14-
0,1727710308421,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
15-
0,1727710337924,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 52213}
16-
0,1727710308422,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
17-
0,1727710331688,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 10909}
18-
0,1727710308422,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
19-
0,1727710328149,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 54020}
20-
0,1727710308422,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
21-
0,1727710346433,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 25283}
22-
0,1727710308422,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
23-
0,1727710364893,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 56527}
24-
0,1727710308423,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
25-
0,1727710318744,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 27253}
26-
0,1727710308423,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
27-
0,1727710352849,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 52847}
28-
0,1727710308423,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
29-
0,1727710359642,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 19517}
30-
0,1727710308423,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
31-
0,1727710310282,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 53747}
32-
0,1727710308424,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
33-
0,1727710312773,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 22918}
34-
0,1727710308424,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
35-
0,1727710337049,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 42383}
36-
0,1727710308424,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
37-
0,1727710339896,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 5633}
2+
0,1727711369664,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3+
0,1727711420486,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 27946}
4+
0,1727711369664,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_OPENED,
5+
0,1727711383654,e387e38700000001,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 30871}

‎lang-TGL/android-id-e387e38700000002/version-code-3001018/video-learning-events/e387e38700000002_3001018_video-learning-events_2024-09-30.csv‎

Lines changed: 8 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -1,11 +1,9 @@
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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type,additional_data
2-
0,1727710308450,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3-
0,1727710311661,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 38788}
4-
0,1727710308450,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
5-
0,1727710314452,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 19375}
6-
0,1727710308451,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
7-
0,1727710340291,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 36597}
8-
0,1727710308451,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
9-
0,1727710318549,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 41049}
10-
0,1727710308451,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
11-
0,1727710359681,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 23848}
2+
0,1727711370481,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3+
0,1727711420825,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 41704}
4+
0,1727711370481,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
5+
0,1727711430131,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 54809}
6+
0,1727711370481,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
7+
0,1727711413430,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 5621}
8+
0,1727711370481,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_OPENED,
9+
0,1727711388381,e387e38700000002,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 52442}

‎lang-TGL/android-id-e387e38700000003/version-code-3001018/video-learning-events/e387e38700000003_3001018_video-learning-events_2024-09-30.csv‎

Lines changed: 28 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -1,3 +1,29 @@
11
id,timestamp,android_id,package_name,video_id,video_title,learning_event_type,additional_data
2-
0,1727710308474,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3-
0,1727710317777,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 55214}
2+
0,1727711371214,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
3+
0,1727711385883,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 35238}
4+
0,1727711371214,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
5+
0,1727711417400,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 49995}
6+
0,1727711371215,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
7+
0,1727711385045,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 21515}
8+
0,1727711371215,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
9+
0,1727711404028,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 34949}
10+
0,1727711371217,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
11+
0,1727711429023,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 42637}
12+
0,1727711371217,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
13+
0,1727711413850,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 9913}
14+
0,1727711371217,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
15+
0,1727711380492,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 20704}
16+
0,1727711371217,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
17+
0,1727711415334,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 15377}
18+
0,1727711371217,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
19+
0,1727711422412,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 40435}
20+
0,1727711371218,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
21+
0,1727711415468,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 56767}
22+
0,1727711371218,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
23+
0,1727711390382,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_COMPLETED,{'video_playback_position_ms': 13780}
24+
0,1727711371218,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
25+
0,1727711395499,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 36152}
26+
0,1727711371219,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
27+
0,1727711406980,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 37553}
28+
0,1727711371219,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_OPENED,
29+
0,1727711400720,e387e38700000003,ai.elimu.analytics,1,piper,VIDEO_CLOSED_BEFORE_COMPLETION,{'video_playback_position_ms': 42048}

‎simulate-video-learning-events.py‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -53,8 +53,8 @@ def simulate_video_learning_event(android_id, videos_df: pandas.DataFrame, video
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'learning_event_type': learning_event_types[0]
5454
})
5555

56-
# A `VIDEO_OPENED_EVENT` should always be followed by a `VIDEO_CLOSED_BEFORE_COMPLETED` or
57-
# a `VIDEO_COMPLETED` event.
56+
# A `VIDEO_OPENED_EVENT` should always be followed by a `VIDEO_CLOSED_BEFORE_COMPLETED`
57+
# event or a `VIDEO_COMPLETED` event.
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second_learning_event_type = random.choice(learning_event_types[1:])
5959

6060
# Increase timestamp to simulate passage of time between the `VIDEO_OPENED` event and the
@@ -68,7 +68,7 @@ def simulate_video_learning_event(android_id, videos_df: pandas.DataFrame, video
6868
'package_name': package_name,
6969
'video_id': random_video.id,
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'video_title': random_video.title,
71-
'learning_event_type': random.choice(learning_event_types[-2:]),
71+
'learning_event_type': second_learning_event_type,
7272
'additional_data': {'video_playback_position_ms': random.randrange(1000, 60000)}
7373
})
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