Dataset: GSR Collection For Mental Strain⚡🖐️🧘

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

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
);

P21h

@kaggle.krishd123_gsr_collection_for_mental_strain.p21h

234.62 KB
76800 rows
2 columns


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

P18h

@kaggle.krishd123_gsr_collection_for_mental_strain.p18h

55.73 KB
76800 rows
2 columns


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

P10h

@kaggle.krishd123_gsr_collection_for_mental_strain.p10h

115.3 KB
76800 rows
2 columns


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

P20h

@kaggle.krishd123_gsr_collection_for_mental_strain.p20h

100.62 KB
76800 rows
2 columns


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

P16h

@kaggle.krishd123_gsr_collection_for_mental_strain.p16h

133.54 KB
76800 rows
2 columns


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

P19h

@kaggle.krishd123_gsr_collection_for_mental_strain.p19h

221.79 KB
76800 rows
2 columns


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

P12h

@kaggle.krishd123_gsr_collection_for_mental_strain.p12h

179.71 KB
76800 rows
2 columns


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

P17h

@kaggle.krishd123_gsr_collection_for_mental_strain.p17h

145.61 KB
76800 rows
2 columns


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

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
);

P14h

@kaggle.krishd123_gsr_collection_for_mental_strain.p14h

102.91 KB
76800 rows
2 columns


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

P13h

@kaggle.krishd123_gsr_collection_for_mental_strain.p13h

105.74 KB
76800 rows
2 columns


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

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
);

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
);

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
);

P11h

@kaggle.krishd123_gsr_collection_for_mental_strain.p11h

181.06 KB
76800 rows
2 columns


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

P22h

@kaggle.krishd123_gsr_collection_for_mental_strain.p22h

141.4 KB
76800 rows
2 columns


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

P15h

@kaggle.krishd123_gsr_collection_for_mental_strain.p15h

126.79 KB
76800 rows
2 columns


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

P12l

@kaggle.krishd123_gsr_collection_for_mental_strain.p12l

170.41 KB
76800 rows
2 columns


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

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
);

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
);

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
);

P15l

@kaggle.krishd123_gsr_collection_for_mental_strain.p15l

96.62 KB
76800 rows
2 columns


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

P11l

@kaggle.krishd123_gsr_collection_for_mental_strain.p11l

200.7 KB
76800 rows
2 columns


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

P21l

@kaggle.krishd123_gsr_collection_for_mental_strain.p21l

150.21 KB
76800 rows
2 columns


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

P14l

@kaggle.krishd123_gsr_collection_for_mental_strain.p14l

88.79 KB
76800 rows
2 columns


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

P10l

@kaggle.krishd123_gsr_collection_for_mental_strain.p10l

111.18 KB
76800 rows
2 columns


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

P17l

@kaggle.krishd123_gsr_collection_for_mental_strain.p17l

100.97 KB
76800 rows
2 columns


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

P16l

@kaggle.krishd123_gsr_collection_for_mental_strain.p16l

115.63 KB
76800 rows
2 columns


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

P18l

@kaggle.krishd123_gsr_collection_for_mental_strain.p18l

53.11 KB
76800 rows
2 columns


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

P20l

@kaggle.krishd123_gsr_collection_for_mental_strain.p20l

142.14 KB
76800 rows
2 columns


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

P19l

@kaggle.krishd123_gsr_collection_for_mental_strain.p19l

227.66 KB
76800 rows
2 columns


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

P13l

@kaggle.krishd123_gsr_collection_for_mental_strain.p13l

92.04 KB
76800 rows
2 columns


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

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
);

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
);