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

P22l

@kaggle.krishd123_gsr_collection_for_mental_strain.p22l

149.04 KB
76800 rows
2 columns


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

P23h

@kaggle.krishd123_gsr_collection_for_mental_strain.p23h

130.14 KB
76800 rows
2 columns


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

P23l

@kaggle.krishd123_gsr_collection_for_mental_strain.p23l

129.58 KB
76800 rows
2 columns


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

P24h

@kaggle.krishd123_gsr_collection_for_mental_strain.p24h

136.57 KB
76800 rows
2 columns


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

P24l

@kaggle.krishd123_gsr_collection_for_mental_strain.p24l

139.36 KB
76800 rows
2 columns


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

P25h

@kaggle.krishd123_gsr_collection_for_mental_strain.p25h

114.27 KB
76800 rows
2 columns


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

P25l

@kaggle.krishd123_gsr_collection_for_mental_strain.p25l

105.07 KB
76800 rows
2 columns


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

P2h

@kaggle.krishd123_gsr_collection_for_mental_strain.p2h

196.37 KB
76800 rows
2 columns


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

P2l

@kaggle.krishd123_gsr_collection_for_mental_strain.p2l

210.52 KB
76800 rows
2 columns


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

P3h

@kaggle.krishd123_gsr_collection_for_mental_strain.p3h

167.4 KB
76800 rows
2 columns


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

P3l

@kaggle.krishd123_gsr_collection_for_mental_strain.p3l

133.01 KB
76800 rows
2 columns


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

P4h

@kaggle.krishd123_gsr_collection_for_mental_strain.p4h

113.77 KB
76800 rows
2 columns


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

P4l

@kaggle.krishd123_gsr_collection_for_mental_strain.p4l

72.8 KB
76800 rows
2 columns


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

P5h

@kaggle.krishd123_gsr_collection_for_mental_strain.p5h

226.57 KB
76800 rows
2 columns


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

P5l

@kaggle.krishd123_gsr_collection_for_mental_strain.p5l

188.8 KB
76800 rows
2 columns


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

P6h

@kaggle.krishd123_gsr_collection_for_mental_strain.p6h

101.72 KB
76800 rows
2 columns


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

P6l

@kaggle.krishd123_gsr_collection_for_mental_strain.p6l

69.11 KB
76800 rows
2 columns


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

P8h

@kaggle.krishd123_gsr_collection_for_mental_strain.p8h

77.53 KB
76800 rows
2 columns


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

P8l

@kaggle.krishd123_gsr_collection_for_mental_strain.p8l

69.19 KB
76800 rows
2 columns


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

GSR Collection For Mental Strain⚡🖐️🧘

About this Dataset