Analytics with Splunk (Open edX)
-
Upload
philippe-chiu -
Category
Education
-
view
832 -
download
3
Transcript of Analytics with Splunk (Open edX)
![Page 1: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/1.jpg)
ANALYTICS WITH SPLUNK
Philippe Chiu | Managing Director | 2014.11.18
![Page 2: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/2.jpg)
1st SPOC in January 2014
1st Flipped class in February 2014
1st MOOC in March 2014
Produced20 courses
(mostly self-paced)
ionisx.com
intra-Startup backed by IONIS Education Group
Delivering
French content
![Page 3: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/3.jpg)
FAMILIAR WITH THESE?
![Page 4: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/4.jpg)
FAMILIAR WITH THAT?
![Page 5: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/5.jpg)
FAMILIAR WITH THAT?
![Page 6: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/6.jpg)
IS THAT IT?
![Page 7: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/7.jpg)
IS THAT IT?
![Page 8: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/8.jpg)
HOW?
![Page 9: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/9.jpg)
+Great platform Leading data-analysis
( can’t be wrong ! )
![Page 10: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/10.jpg)
ARCHITECTURE OVERVIEW
Open edXUsers
Data
Analytics
Forward (ASAP)or
Buffer
Courses
InstructorsDiscussions
![Page 11: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/11.jpg)
CAT | GREP | SED | EXCEL
![Page 12: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/12.jpg)
PROCESS
Collect Transform Analysis Reporting
Videos
Problems
Login
Forum
Wiki
Lookups Jointures Time Charts
Visualisations
Maps
IP Location Transactions
Stats
![Page 13: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/13.jpg)
COLLECTVideo
load, play, stoppause, seek, speed_change
Problem submit, check, grade
Discussioncreate, reply, favorite,
pin, vote, followLoginauth strategy, email domains,
time of day…
![Page 14: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/14.jpg)
TRANSFORM{"username": "pchiu", "event_type": "play_video", "ip": "163.5.100.187", "agent": "Mozilla/5.0 (Linux; Android 4.4.2; GT-I9505 Build/KOT49H) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/35.0.1916.122 Mobile
Safari/537.36", "host": "courses.ionisx.com", "session": "efe6b61c6935d30a6fb0e6d4ba589f4c", "event": "{\"id\":
\"i4x-eartsupX-017-001-001-video-4f1d0ed9633047fd90ea42d85b7a4939\",\"currentTime\":200,\"code\":\"fc5ypHCEDYA\"}",
"event_source": "browser", "context": {"username": "pchiu", "user_id": 2, "ip": "163.5.100.187", "org_id": "eartsupX",
"agent": "Mozilla/5.0 (Linux; Android 4.4.2; GT-I9505 Build/KOT49H) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/35.0.1916.122 Mobile Safari/537.36", "host":
"courses.ionisx.com", "session": "efe6b61c6935d30a6fb0e6d4ba589f4c", "course_id":
"eartsupX/017-001-001/2014-SPRING", "path": "/event"}, "time": "2014-05-23T14:59:30.329084+00:00", "page":
"https://courses.ionisx.com/courses/eartsupX/017-001-001/2014-SPRING/courseware/803452e9b3324e35bbac984ffa467923/
b24681b324944bc2b120e0dda52a65a1/#"}
| lookup edxUser username OUTPUT user_email | iplocation ip
| lookup edxCourse context.course_id OUTPUT course_name
![Page 15: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/15.jpg)
TRANSFORM (LOOKUP TABLES)
Static (csv) or Dynamic (script)
![Page 16: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/16.jpg)
ANALYZE
Time spent(overall, videos)
Video events(unique, count,
speed changes…)
Detect learner profiles(active, passive, lurkers,
performers, rushers, steady…)
Problem answers breakdown
(correct, incorrect, ratio…)
![Page 17: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/17.jpg)
REPORT (INSTRUCTIONAL)
pause_video events breakdown (30s range)
![Page 18: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/18.jpg)
REPORT (MARKETING)Geolocation
Conversion rates per page
![Page 19: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/19.jpg)
REPORT (OPS)
Activity per hour of day
Activity per day of week
![Page 20: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/20.jpg)
REPORT (GLOBAL)
![Page 21: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/21.jpg)
REPORT : FEATURES++
Mobile PivotsReal-time(yes, really)
Alerting Meta Data Time buckets
…
…
![Page 22: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/22.jpg)
IT’S ONLY THE BEGINNING
(YOU KNOW THE STORY…)
![Page 23: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/23.jpg)
INTRODUCING “ IONISX SCORE “
![Page 24: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/24.jpg)
IONISX SCORE• the Active (discussion) • the Watcher (video, textbook) • the TA-tobe (problem efficiency) • the Lurker (courses browser)
Sample
![Page 25: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/25.jpg)
IONISX SCORE
Forum exemple
Video exemple
![Page 26: Analytics with Splunk (Open edX)](https://reader030.fdocuments.in/reader030/viewer/2022013108/55a4a2a11a28abbb308b456f/html5/thumbnails/26.jpg)
MERCI !@IONISx
fb.me/ionisx
IONISx
IONISx
Join us @ 5PM Demos…
Discussions…