Psychological State

It simulates biosensor-collected physiological, behavioral, and environmental.

@kaggle.willianoliveiragibin_psychological_state

Table List

1 table(167.44 KB)

Psychological State Dataset New

@kaggle.willianoliveiragibin_psychological_state.psychological_state_dataset_new

167.44 KB
1000 rows
18 columns

id ID	time Time	age Age	hrv_ms HRV (ms)	gsr_s GSR (μS)	eeg_power_bands EEG Power Bands	blood_pressure_mmhg Blood Pressure (mmHg)	oxygen_saturation Oxygen Saturation (%)	heart_rate_bpm Heart Rate (BPM)	ambient_noise_db Ambient Noise (dB)	cognitive_load Cognitive Load	mood_state Mood State	psychological_state Psychological State	respiration_rate_bpm Respiration Rate (BPM)	skin_temp_c Skin Temp (°C)	focus_duration_s Focus Duration (s)	task_type Task Type	gender Gender
1	Mon Jan 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	22	3.303.973.885.213.790	1.031.805.777.942.350	[0.7583653347946298, 1.423247998317594, 0.6157696670741735]	114/79	9.843.331.161.949.940	98	56.863.054.434.594	Low	Anxious	Stressed	21	3.456.648.362.706.430	27	Exam	Female
2	Mon Jan 01 2024 00:00:01 GMT+0000 (Coordinated Universal Time)	23	49.914.651.237.079.800	13.409.828.672.616.600	[0.5520419333516282, 1.858065835142619, 0.3766051098968099]	113/86	9.894.450.488.549.340	70	4.534.342.962.969.860	Low	Neutral	Stressed	21	3.535.859.349.215.910	282	Assignment	Male
3	Mon Jan 01 2024 00:00:02 GMT+0000 (Coordinated Universal Time)	18	6.789.440.144.700.150	10.060.137.767.564.500	[1.0261365005886114, 1.3504934190994182, 2.3087693587935796]	124/74	95.990.752.767.819	91	5.002.926.395.291.650	High	Sad	Relaxed	17	34.359.495.334.170.100	50	Group Discussion	Female
4	Mon Jan 01 2024 00:00:03 GMT+0000 (Coordinated Universal Time)	28	3.470.537.332.948.940	8.492.695.669.121.600	[1.6075723109471591, 1.6619672129812242, 0.3441338973835159]	120/73	9.817.364.296.897.780	95	608.021.039.535.743	Low	Neutral	Anxious	12	3.480.263.801.086.040	223	Exam	Female
5	Mon Jan 01 2024 00:00:04 GMT+0000 (Coordinated Universal Time)	24	5.289.654.894.337.370	8.790.843.886.218.770	[1.055003922514022, 0.7643319894343756, 1.0745366952073125]	111/80	9.622.505.072.195.310	65	40.696.384.239.416.500	High	Anxious	Stressed	14	3.586.986.188.446.300	201	Group Discussion	Female
6	Mon Jan 01 2024 00:00:05 GMT+0000 (Coordinated Universal Time)	22	39.835.588.145.214.900	13.010.798.063.884.300	[1.9776042514080998, 2.110298943521322, 2.239561853802649]	125/71	9.877.638.531.169.190	74	5.851.256.083.007.550	Low	Neutral	Stressed	19	3.416.264.424.040.810	160	Group Discussion	Other
7	Mon Jan 01 2024 00:00:06 GMT+0000 (Coordinated Universal Time)	29	5.786.262.029.103.720	10.315.497.637.391.400	[1.8082576401092578, 2.4006225659581943, 1.0052333992361415]	118/70	9.700.638.905.179.600	77	4.660.560.427.901.320	Moderate	Happy	Anxious	15	3.541.376.316.998.670	289	Lecture	Female
8	Mon Jan 01 2024 00:00:07 GMT+0000 (Coordinated Universal Time)	28	3.738.465.766.588.480	10.446.359.535.548.100	[2.4999330944469107, 1.5340481389344187, 1.57548991738701]	114/73	974.968.754.957.421	63	6.405.425.706.109.320	Moderate	Neutral	Focused	14	35.470.839.109.075.200	197	Assignment	Female
9	Mon Jan 01 2024 00:00:08 GMT+0000 (Coordinated Universal Time)	20	7.158.649.893.678.790	8.319.503.248.568.820	[1.064794037262249, 2.4687465156651243, 1.1907055253949388]	118/78	9.695.163.944.091.670	78	5.362.055.724.950.500	Moderate	Sad	Focused	17	3.467.912.210.678.310	280	Group Discussion	Other
10	Mon Jan 01 2024 00:00:09 GMT+0000 (Coordinated Universal Time)	26	2.650.507.116.043.230	519.608.698.913.061	[1.2100399484915991, 2.485462209197526, 1.592148247606031]	113/74	962.266.510.958.495	70	4.479.364.691.742.430	Low	Happy	Anxious	21	352.706.235.021.852	232	Assignment	Male


CREATE TABLE psychological_state_dataset_new (
  "id" BIGINT,
  "time" TIMESTAMP,
  "age" BIGINT,
  "hrv_ms" VARCHAR,
  "gsr_s" VARCHAR,
  "eeg_power_bands" VARCHAR,
  "blood_pressure_mmhg" VARCHAR,
  "oxygen_saturation" VARCHAR,
  "heart_rate_bpm" BIGINT,
  "ambient_noise_db" VARCHAR,
  "cognitive_load" VARCHAR,
  "mood_state" VARCHAR,
  "psychological_state" VARCHAR,
  "respiration_rate_bpm" BIGINT,
  "skin_temp_c" VARCHAR,
  "focus_duration_s" BIGINT,
  "task_type" VARCHAR,
  "gender" VARCHAR
);