Name: GSR Collection For Mental Strain⚡🖐️🧘
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

GSR Collection For Mental Strain⚡🖐️🧘

Context

This dataset was created to research on various techniques to estimate stress using Galvanic Skin Response signals.

Content

The dataset consists of two zipped files-

Low_MWL (Low Mental workload section)
High_MWL (High Mental workload section)

Each file contains 22 csv files corresponding to ppg data of 22 persons (20 males and 2 females).

The data is generated after pre-processing of MAUS dataset.

Acknowledgements

https://ieee-dataport.org/open-access/maus-dataset-mental-workload-assessment-n-back-task-using-wearable-sensor

Inspiration

You can build a mental workload assessment system using the dataset, for example- a Transfer Learning based binary classifier model, estimating levels of stress.

Tables

P10h

@kaggle.krishd123_gsr_collection_for_mental_strain.p10h

118.07 kB
76,800 rows
2 columns

CREATE TABLE p10h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P10l

@kaggle.krishd123_gsr_collection_for_mental_strain.p10l

113.85 kB
76,800 rows
2 columns

CREATE TABLE p10l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P11h

@kaggle.krishd123_gsr_collection_for_mental_strain.p11h

185.41 kB
76,800 rows
2 columns

CREATE TABLE p11h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P11l

@kaggle.krishd123_gsr_collection_for_mental_strain.p11l

205.52 kB
76,800 rows
2 columns

CREATE TABLE p11l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P12h

@kaggle.krishd123_gsr_collection_for_mental_strain.p12h

184.02 kB
76,800 rows
2 columns

CREATE TABLE p12h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P12l

@kaggle.krishd123_gsr_collection_for_mental_strain.p12l

174.5 kB
76,800 rows
2 columns

CREATE TABLE p12l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P13h

@kaggle.krishd123_gsr_collection_for_mental_strain.p13h

108.28 kB
76,800 rows
2 columns

CREATE TABLE p13h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P13l

@kaggle.krishd123_gsr_collection_for_mental_strain.p13l

94.24 kB
76,800 rows
2 columns

CREATE TABLE p13l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P14h

@kaggle.krishd123_gsr_collection_for_mental_strain.p14h

105.38 kB
76,800 rows
2 columns

CREATE TABLE p14h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P14l

@kaggle.krishd123_gsr_collection_for_mental_strain.p14l

90.92 kB
76,800 rows
2 columns

CREATE TABLE p14l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P15h

@kaggle.krishd123_gsr_collection_for_mental_strain.p15h

129.84 kB
76,800 rows
2 columns

CREATE TABLE p15h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P15l

@kaggle.krishd123_gsr_collection_for_mental_strain.p15l

98.94 kB
76,800 rows
2 columns

CREATE TABLE p15l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P16h

@kaggle.krishd123_gsr_collection_for_mental_strain.p16h

136.74 kB
76,800 rows
2 columns

CREATE TABLE p16h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P16l

@kaggle.krishd123_gsr_collection_for_mental_strain.p16l

118.41 kB
76,800 rows
2 columns

CREATE TABLE p16l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P17h

@kaggle.krishd123_gsr_collection_for_mental_strain.p17h

149.1 kB
76,800 rows
2 columns

CREATE TABLE p17h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P17l

@kaggle.krishd123_gsr_collection_for_mental_strain.p17l

103.39 kB
76,800 rows
2 columns

CREATE TABLE p17l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P18h

@kaggle.krishd123_gsr_collection_for_mental_strain.p18h

57.07 kB
76,800 rows
2 columns

CREATE TABLE p18h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P18l

@kaggle.krishd123_gsr_collection_for_mental_strain.p18l

54.39 kB
76,800 rows
2 columns

CREATE TABLE p18l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P19h

@kaggle.krishd123_gsr_collection_for_mental_strain.p19h

227.11 kB
76,800 rows
2 columns

CREATE TABLE p19h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P19l

@kaggle.krishd123_gsr_collection_for_mental_strain.p19l

233.13 kB
76,800 rows
2 columns

CREATE TABLE p19l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P20h

@kaggle.krishd123_gsr_collection_for_mental_strain.p20h

103.03 kB
76,800 rows
2 columns

CREATE TABLE p20h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P20l

@kaggle.krishd123_gsr_collection_for_mental_strain.p20l

145.55 kB
76,800 rows
2 columns

CREATE TABLE p20l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P21h

@kaggle.krishd123_gsr_collection_for_mental_strain.p21h

240.25 kB
76,800 rows
2 columns

CREATE TABLE p21h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P21l

@kaggle.krishd123_gsr_collection_for_mental_strain.p21l

153.81 kB
76,800 rows
2 columns

CREATE TABLE p21l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P22h

@kaggle.krishd123_gsr_collection_for_mental_strain.p22h

144.79 kB
76,800 rows
2 columns

CREATE TABLE p22h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P22l

@kaggle.krishd123_gsr_collection_for_mental_strain.p22l

152.62 kB
76,800 rows
2 columns

CREATE TABLE p22l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P23h

@kaggle.krishd123_gsr_collection_for_mental_strain.p23h

133.26 kB
76,800 rows
2 columns

CREATE TABLE p23h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P23l

@kaggle.krishd123_gsr_collection_for_mental_strain.p23l

132.69 kB
76,800 rows
2 columns

CREATE TABLE p23l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P24h

@kaggle.krishd123_gsr_collection_for_mental_strain.p24h

139.85 kB
76,800 rows
2 columns

CREATE TABLE p24h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P24l

@kaggle.krishd123_gsr_collection_for_mental_strain.p24l

142.71 kB
76,800 rows
2 columns

CREATE TABLE p24l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P25h

@kaggle.krishd123_gsr_collection_for_mental_strain.p25h

117.01 kB
76,800 rows
2 columns

CREATE TABLE p25h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P25l

@kaggle.krishd123_gsr_collection_for_mental_strain.p25l

107.59 kB
76,800 rows
2 columns

CREATE TABLE p25l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P2h

@kaggle.krishd123_gsr_collection_for_mental_strain.p2h

201.08 kB
76,800 rows
2 columns

CREATE TABLE p2h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P2l

@kaggle.krishd123_gsr_collection_for_mental_strain.p2l

215.57 kB
76,800 rows
2 columns

CREATE TABLE p2l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P3h

@kaggle.krishd123_gsr_collection_for_mental_strain.p3h

171.42 kB
76,800 rows
2 columns

CREATE TABLE p3h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P3l

@kaggle.krishd123_gsr_collection_for_mental_strain.p3l

136.2 kB
76,800 rows
2 columns

CREATE TABLE p3l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P4h

@kaggle.krishd123_gsr_collection_for_mental_strain.p4h

116.5 kB
76,800 rows
2 columns

CREATE TABLE p4h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P4l

@kaggle.krishd123_gsr_collection_for_mental_strain.p4l

74.55 kB
76,800 rows
2 columns

CREATE TABLE p4l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P5h

@kaggle.krishd123_gsr_collection_for_mental_strain.p5h

232 kB
76,800 rows
2 columns

CREATE TABLE p5h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P5l

@kaggle.krishd123_gsr_collection_for_mental_strain.p5l

193.33 kB
76,800 rows
2 columns

CREATE TABLE p5l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P6h

@kaggle.krishd123_gsr_collection_for_mental_strain.p6h

104.17 kB
76,800 rows
2 columns

CREATE TABLE p6h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P6l

@kaggle.krishd123_gsr_collection_for_mental_strain.p6l

70.77 kB
76,800 rows
2 columns

CREATE TABLE p6l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);

P8h

@kaggle.krishd123_gsr_collection_for_mental_strain.p8h

79.39 kB
76,800 rows
2 columns

CREATE TABLE p8h (
  "trial_3_3back" DOUBLE,
  "trial_5_3back" DOUBLE
);

P8l

@kaggle.krishd123_gsr_collection_for_mental_strain.p8l

70.85 kB
76,800 rows
2 columns

CREATE TABLE p8l (
  "trial_1_0back" DOUBLE,
  "trial_6_0back" DOUBLE
);