Count total significant connections for each eye condition (out of all subjects) about hyperscanning2-redesign HOT 3 CLOSED

This is the example code that is created to create a combination table that is used to analyze questionnaire data with ANCOVA.
Just grab code that is relevant, particularly toward the end of the code

`
# CoPresence Post
copresence_post_all.append(copresence_averted_post[idx])
copresence_post_all.append(copresence_direct_post[idx])
copresence_post_all.append(copresence_natural_post[idx])

# Create subject number
subject_no = list(range(1,25))
subject = np.repeat(subject_no, 3)

# Create eye gaze number
# 1 = averted post
# 2 = direct post
# 3 = natural post
eye_gaze = np.tile([1, 2, 3], 24)

df_all_eyes = pd.DataFrame({"Subject" : subject,
                          "EyeGaze" : eye_gaze,
                          "Empathy_Pre" : empathy_pre_spgq_all,
                          "Empathy_Post" : empathy_post_spgq_all,
                          "NegativeFeelings_Pre" : negative_feelings_pre_spgq_all,
                          "NegativeFeelings_Post" : negative_feelings_post_spgq_all,
                          "Behavioural_Pre" : behavioural_pre_spgq_all,
                          "Behavioural_Post" : behavioural_post_spgq_all,
                          "SPGQTotal_Pre" : spgq_pre_all,
                          "SPGQTotal_Post" : spgq_post_all,
                          "CoPresence_Pre" : copresence_pre_all,
                          "CoPresence_Post" : copresence_post_all})

df_all_eyes.head()
`

from hyperscanning2-redesign.

2acf4a6 Add leading zeros (This is for the result of statistical permutation for subject 1-9 for all algorithm, ie. ccorr, coh, and plv)

Added count significant connections

• It is for averted_pre and theta only
• ToDo :
  • Extend to other algorithm, ccorr and coh
  • Extend to other frequencies, alpha, beta, and gamma

from hyperscanning2-redesign.

0375c4d
Add func to count total sig connection

Counting total number of significant connection divided into different algorithm and frequency

• ccorr, coh, plv (algorithm)
• theta, alpha, beta, and gamma (frequency)

ToDo

• Count average significant actual score of specific connections out of all pairs (from dictionary), which have key (out of all participants). Use this code to start #32

from hyperscanning2-redesign.