Room Occupancy Estimation Data Set by Kaggle | Other

About this Dataset

Room Occupancy Estimation Data Set

Data Set Information:

The experimental testbed for occupancy estimation was deployed in a 6m Ã— 4.6m room. The setup consisted of 7 sensor nodes and one edge node in a star configuration with the sensor nodes transmitting data to the edge every 30s using wireless transceivers. No HVAC systems were in use while the dataset was being collected.

Attribute Information:

Date: YYYY/MM/DD
Time: HH:MM:SS
Temperature: In degree Celsius
Light: In Lux
Sound: In Volts (amplifier output read by ADC)
CO2: In PPM
CO2 Slope: Slope of CO2 values taken in a sliding window
PIR: Binary value conveying motion detection
Room_Occupancy_Count: Ground Truth

Tables

Occupancy Estimation

@kaggle.ananthr1_room_occupancy_estimation_data_set.occupancy_estimation

153.28 KB
10129 rows
19 columns


CREATE TABLE occupancy_estimation (
  "date" VARCHAR,
  "time" VARCHAR,
  "s1_temp" DOUBLE,
  "s2_temp" DOUBLE,
  "s3_temp" DOUBLE,
  "s4_temp" DOUBLE,
  "s1_light" BIGINT,
  "s2_light" BIGINT,
  "s3_light" BIGINT,
  "s4_light" BIGINT,
  "s1_sound" DOUBLE,
  "s2_sound" DOUBLE,
  "s3_sound" DOUBLE,
  "s4_sound" DOUBLE,
  "s5_co2" BIGINT,
  "s5_co2_slope" DOUBLE,
  "s6_pir" BIGINT,
  "s7_pir" BIGINT,
  "room_occupancy_count" BIGINT
);