Baselight

Student Health And Attendance Data

Biometric, sleep, and mood data combined with attendance to assess student risks

@kaggle.ziya07_student_health_and_attendance_data

Student Monnitoring Data
@kaggle.ziya07_student_health_and_attendance_data.student_monnitoring_data

  • 71.99 KB
  • 15000 rows
  • 9 columns
student_id

Student ID

date

Date

class_time

Class Time

attendance_status

Attendance Status

stress_level_gsr

Stress Level (GSR)

sleep_hours

Sleep Hours

anxiety_level

Anxiety Level

mood_score

Mood Score

risk_level

Risk Level

1Sun Dec 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)9:00-15:00Late0.927.666Low
1Mon Dec 02 2024 00:00:00 GMT+0000 (Coordinated Universal Time)8:00-16:00Late1.17662Medium
1Tue Dec 03 2024 00:00:00 GMT+0000 (Coordinated Universal Time)11:00-14:00Late4.566.348High
1Wed Dec 04 2024 00:00:00 GMT+0000 (Coordinated Universal Time)11:00-16:00Late3.079210Low
1Thu Dec 05 2024 00:00:00 GMT+0000 (Coordinated Universal Time)9:00-13:00Absent3.937.494High
1Fri Dec 06 2024 00:00:00 GMT+0000 (Coordinated Universal Time)8:00-14:00Present4.966.659High
1Sat Dec 07 2024 00:00:00 GMT+0000 (Coordinated Universal Time)11:00-15:00Absent2.936.845High
1Sun Dec 08 2024 00:00:00 GMT+0000 (Coordinated Universal Time)8:00-15:00Absent2.178.499High
1Mon Dec 09 2024 00:00:00 GMT+0000 (Coordinated Universal Time)11:00-13:00Absent4.45.944High
1Tue Dec 10 2024 00:00:00 GMT+0000 (Coordinated Universal Time)9:00-16:00Late1.447.737Low

CREATE TABLE student_monnitoring_data (
  "student_id" BIGINT,
  "date" TIMESTAMP,
  "class_time" VARCHAR,
  "attendance_status" VARCHAR,
  "stress_level_gsr" DOUBLE,
  "sleep_hours" DOUBLE,
  "anxiety_level" BIGINT,
  "mood_score" BIGINT,
  "risk_level" VARCHAR
);

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