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pabloagn/01_spearman_correlation_coefficients_interpretation.csv

Last active February 7, 2023 00:53
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01_spearman_corr_coef.csv
Raw
01_spearman_correlation_coefficients_interpretation.csv
Correlation Coefficient for a Direct Relationship Correlation Coefficient for an Indirect Relationship Relationship Strength of the Variables
0 0 None/trivial
0.1 -0.1 Weak/small
0.3 -0.3 Moderate/medium
0.5 -0.5 Strong/large
1 -1 Perfect
Raw
02_spearman_corr_coef.csv
Age Air Pollution Alcohol use Dust Allergy OccuPational Hazards Genetic Risk chronic Lung Disease Balanced Diet Obesity Smoking Passive Smoker Level
Age 1.0 0.06 0.14 0.04 0.05 0.04 0.11 -0.03 0.06 0.04 0.02 0.08
Air Pollution 0.06 1.0 0.69 0.64 0.55 0.65 0.6 0.5 0.58 0.36 0.52 0.62
Alcohol use 0.14 0.69 1.0 0.84 0.85 0.85 0.75 0.58 0.62 0.52 0.49 0.68
Dust Allergy 0.04 0.64 0.84 1.0 0.88 0.82 0.69 0.65 0.68 0.39 0.58 0.7
OccuPational Hazards 0.05 0.55 0.85 0.88 1.0 0.88 0.86 0.68 0.71 0.47 0.52 0.66
Genetic Risk 0.04 0.65 0.85 0.82 0.88 1.0 0.79 0.64 0.7 0.48 0.54 0.68
chronic Lung Disease 0.11 0.6 0.75 0.69 0.86 0.79 1.0 0.62 0.59 0.52 0.52 0.61
Balanced Diet -0.03 0.5 0.58 0.65 0.68 0.64 0.62 1.0 0.64 0.66 0.72 0.69
Obesity 0.06 0.58 0.62 0.68 0.71 0.7 0.59 0.64 1.0 0.4 0.65 0.82
Smoking 0.04 0.36 0.52 0.39 0.47 0.48 0.52 0.66 0.4 1.0 0.62 0.48
Passive Smoker 0.02 0.52 0.49 0.58 0.52 0.54 0.52 0.72 0.65 0.62 1.0 0.68
Level 0.08 0.62 0.68 0.7 0.66 0.68 0.61 0.69 0.82 0.48 0.68 1.0
Raw
03_spearman_pvals.csv
Age Air Pollution Alcohol use Dust Allergy OccuPational Hazards Genetic Risk chronic Lung Disease Balanced Diet Obesity Smoking Passive Smoker Level
Age 0.0 0.04961 1e-05 0.200319 0.083138 0.206234 0.000568 0.28732 0.056733 0.197169 0.635466 0.012026
Air Pollution 0.04961 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Alcohol use 1e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Dust Allergy 0.200319 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
OccuPational Hazards 0.083138 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Genetic Risk 0.206234 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
chronic Lung Disease 0.000568 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Balanced Diet 0.28732 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Obesity 0.056733 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Smoking 0.197169 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Passive Smoker 0.635466 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Level 0.012026 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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