Exploratory Qualitative Analysis of Sequential Observation Data

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Author: Jon Awbrey

Contents

Family Interaction Study • Comments

Note 1

Here is one vignette that comes to mind under the “knowledge soup” category, at least in the sense that one has to back up and explore the unstructured aspects of learning and reasoning processes, as they manifest themselves over time, for example, in sequential interaction data.

I will give you the codebooks and a sample raw dataset first, just in case you want to do a bit of undirected exploratory data analysis, and later I'll explain the set-up and its implications in full detail.

Family Interaction Data • Single Event Codes

 f#_family_member
  f1_child
  f2_father
  f3_mother
  f4_older_brother
  f5_older_sister
  f6_younger_brother
  f7_younger_sister
  f8_household_pets
  f9_multiple_recipients
  f0_objects
 c##_content
  c1#_conversation
   c11_positive_verbal
   c12_talk
   c13_negative_verbal
  c2#_affiliate/distance
   c21_endearment
   c22_tease
   c23_verbal_attack
  c3#_clear_directive
   c31_request
   c32_command
   c33_coerce
  c4#_ambiguous_directive
   c41_request_ambiguous
   c42_command_ambiguous
   c43_coerce_ambiguous
  c5#_response_to_directive
   c51_agree
   c52
   c53_refuse
  c6#_vocal_behavior
   c61
   c62_vocal
   c63
  c7#_nonverbal_behavior
   c71_positive_nonverbal
   c72_neutral_nonverbal
   c73_negative_nonverbal
  c8#_low_grade_physical_contact
   c81_touch
   c82
   c83_physical_aggression
  c9#_pronounced_physical_interaction
   c91_hold
   c92_physical_interact
   c93_physical_attack
  c0#_compliance_behavior
   c01_comply
   c02
   c03_noncomply
 v#_valence
  v1_exuberant_affect
  v2_positive_affect
  v3_neutral_affect
  v4_negative_affect
  v5_extreme_negative_affect

Family Interaction Data • Transition Event Codes

 j1_f*_family_member
  j1_f#_null_value
  j1_f1_child
  j1_f2_father
  j1_f3_mother
 j2_c*_content
  j2_c#_null_value
  j2_c1_conversation
  j2_c2_affiliate/distance
  j2_c3_clear_directive
  j2_c4_ambiguous_directive
  j2_c5_response_to_directive
  j2_c6_vocal_behavior
  j2_c7_nonverbal_behavior
  j2_c8_low_grade_physical_contact
  j2_c9_pronounced_physical_interaction
  j2_c0_compliance_behavior
 j3_q*_quality
  j3_q#_null_value
  j3_q1_positive
  j3_q2_neutral
  j3_q3_negative
 j4_v*_valence
  j4_v#_null_value
  j4_v1_exuberant_affect
  j4_v2_positive_affect
  j4_v3_neutral_affect
  j4_v4_negative_affect
  j4_v5_extreme_negative_affect
 k1_f*_family_member
  k1_f#_null_value
  k1_f1_child
  k1_f2_father
  k1_f3_mother
 k2_c*_content
  k2_c#_null_value
  k2_c1_conversation
  k2_c2_affiliate/distance
  k2_c3_clear_directive
  k2_c4_ambiguous_directive
  k2_c5_response_to_directive
  k2_c6_vocal_behavior
  k2_c7_nonverbal_behavior
  k2_c8_low_grade_physical_contact
  k2_c9_pronounced_physical_interaction
  k2_c0_compliance_behavior
 k3_q*_quality
  k3_q#_null_value
  k3_q1_positive
  k3_q2_neutral
  k3_q3_negative
 k4_v*_valence
  k4_v#_null_value
  k4_v1_exuberant_affect
  k4_v2_positive_affect
  k4_v3_neutral_affect
  k4_v4_negative_affect
  k4_v5_extreme_negative_affect

Family Interaction Study • Observational Dataset

------------------------------------------------------------------------
TRIAL  FAMILY  SESSION  FOCUS  OBSERVER  FAMILY MEMBERS  MO/DY/YR HR:MN
    1    MXYZ        1      1        22        13000000  12/03/86 12:58
------------------------------------------------------------------------

Family Interaction Transitions, Observational Data (FIT.OBS) File:

  0  -00100     0
  0   99999     0
  2  -00302     2
  2   31213     5
  2   11233     8
  2   34213    10
  2   33213    18
  2   10133    19
  2   14233    22
  2   30113    24
  2   99999    29
  2   31113    40
  2   11233    43
  2   31212    46
  2   11232    51
  2   31213    54
  2   11232    56
  2   99999    61
  2   11233    68
  2   36213    70
  2   33213    73
  2   16232    74
  2   33213    77
  2   16232    78
  2   31312    82
  2   99999    91
  2   11233    94
  2   31213    96
  2   99999   101
  2   31112   103
  2   11232   106
  2   31213   108
  2   11232   109
  2   36212   112
  2   16232   115
  2   11232   120
  2   31212   122
  2   11232   127
  2   16232   131
  2   11232   136
  2   16232   138
  2   31213   143
  2   11232   148
  2   16232   155
  2   31212   160
  2   16232   168
  2   31213   170
  2   33213   175
  2   10133   177
  2   35113   184
  2   31213   187
  2   30113   189
  2   11233   192
  2   31213   194
  2   11233   197
  2   31213   200
  2   11232   202
  2   16232   205
  2   99999   211
  2   11232   214
  2   31213   218
  2   13233   222
  2   35113   225
  2   31213   227
  2   11233   228
  2   30113   230
  2   11234   234
  2   31212   238
  2   33213   241
  2   10133   242
  2   31213   244
  2   11232   245
  2   31213   252
  2   11233   254
  2   31213   256
  2   16233   267
  2   11232   269
  2   11231   278
  2   34213   282
  2   10133   287
  2   31213   289
  2   11232   291
  2   31213   296
  2   13133   301
  2   35113   305
  2   11233   309
  2   31213   311
  2   11233   313
  2   31213   316
  2   11233   319
  2   31213   322
  2   11233   323
  2   31213   324
  2   11233   326
  2   33213   329
  2   10133   331
  2   11233   333
  2   31112   338
  2   11233   342
  2   31213   344
  2   11233   347
  2   31213   349
  2   11233   351
  2   31213   352
  2   16233   354
  2   36212   356
  2   11233   362
  2   31213   367
  2   11233   370
  2   31213   371
  2   11232   373
  2   31212   378
  2   11232   381
  2   31213   382
  2   11233   389
  2   31213   392
  2   34213   394
  2   10133   396
  2   31113   398
  2   11233   401
  2   31213   403
  2   11233   405
  2   31212   406
  2   11233   409
  2   31213   412
  2   11233   414
  2   31213   416
  2   36212   417
  2   16232   419
  2   31312   422
  2   33213   426
  2   33213   430
  2   10133   431
  2   10133   434
  2   31213   438
  2   11233   439
  2   31213   440
  2   11233   441
  2   31213   443
  2   11233   449
  2   31112   450
  2   31212   455
  2   16232   457
  2   31213   462
  2   11232   463
  2   31212   467
  2   16232   469
  2   31213   473
  2   11233   477
  2   31213   479
  2   11133   490
  2   31113   492
  2   31213   495
  2   16232   514
  2   31112   517
  2   16232   524
  2   11232   527
  2   31213   530
  2   16232   534
  2   36212   537
  2   32212   539
  2   16232   544
  2   31213   547
  2   11233   548
  2   31213   549
  2   11232   553
  2   99999   561
  2   16212   564
  2   31213   569
  2   11232   575
  2   31314   577
  2   31213   585
  2   16232   589
  2   33213   591
  2   10133   593
  2   11233   595
  2   31213   599
  2   88888   603
  0  -00500   605

Family Interaction Transitions • Logical Representation

File Type : FIT.LOG

(( j1_f# j2_c# j3_q# j4_v#  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c4 k3_q2 k4_v3
)( j1_f3 j2_c4 j3_q2 j4_v3  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f1 k2_c4 k3_q2 k4_v3
)( j1_f1 j2_c4 j3_q2 j4_v3  k1_f3 k2_c0 k3_q1 k4_v3
)( j1_f3 j2_c0 j3_q1 j4_v3  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f3 k2_c1 k3_q1 k4_v3
)( j1_f3 j2_c1 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c6 k3_q2 k4_v3
)( j1_f3 j2_c6 j3_q2 j4_v3  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q3 k4_v2
)( j1_f3 j2_c1 j3_q3 j4_v2  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f3 k2_c1 k3_q1 k4_v2
)( j1_f3 j2_c1 j3_q1 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c6 k3_q2 k4_v2
)( j1_f3 j2_c6 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f3 k2_c5 k3_q1 k4_v3
)( j1_f3 j2_c5 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f3 k2_c0 k3_q1 k4_v3
)( j1_f3 j2_c0 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c3 k3_q2 k4_v3
)( j1_f1 j2_c3 j3_q2 j4_v3  k1_f3 k2_c5 k3_q1 k4_v3
)( j1_f3 j2_c5 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c0 k3_q1 k4_v3
)( j1_f3 j2_c0 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v4
)( j1_f1 j2_c1 j3_q2 j4_v4  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v3
)( j1_f1 j2_c6 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v1
)( j1_f1 j2_c1 j3_q2 j4_v1  k1_f3 k2_c4 k3_q2 k4_v3
)( j1_f3 j2_c4 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c3 k3_q1 k4_v3
)( j1_f1 j2_c3 j3_q1 j4_v3  k1_f3 k2_c5 k3_q1 k4_v3
)( j1_f3 j2_c5 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q1 k4_v2
)( j1_f3 j2_c1 j3_q1 j4_v2  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v3
)( j1_f1 j2_c6 j3_q2 j4_v3  k1_f3 k2_c6 k3_q2 k4_v2
)( j1_f3 j2_c6 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f3 k2_c4 k3_q2 k4_v3
)( j1_f3 j2_c4 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f3 k2_c1 k3_q1 k4_v3
)( j1_f3 j2_c1 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f3 k2_c6 k3_q2 k4_v2
)( j1_f3 j2_c6 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q3 k4_v2
)( j1_f3 j2_c1 j3_q3 j4_v2  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q1 k4_v2
)( j1_f3 j2_c1 j3_q1 j4_v2  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v2
)( j1_f3 j2_c1 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q1 k4_v3
)( j1_f1 j2_c1 j3_q1 j4_v3  k1_f3 k2_c1 k3_q1 k4_v3
)( j1_f3 j2_c1 j3_q1 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q1 k4_v2
)( j1_f3 j2_c1 j3_q1 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c6 k3_q2 k4_v2
)( j1_f3 j2_c6 j3_q2 j4_v2  k1_f3 k2_c2 k3_q2 k4_v2
)( j1_f3 j2_c2 j3_q2 j4_v2  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f# k2_c# k3_q# k4_v#
)( j1_f# j2_c# j3_q# j4_v#  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c1 k3_q2 k4_v2
)( j1_f1 j2_c1 j3_q2 j4_v2  k1_f3 k2_c1 k3_q3 k4_v4
)( j1_f3 j2_c1 j3_q3 j4_v4  k1_f3 k2_c1 k3_q2 k4_v3
)( j1_f3 j2_c1 j3_q2 j4_v3  k1_f1 k2_c6 k3_q2 k4_v2
)( j1_f1 j2_c6 j3_q2 j4_v2  k1_f3 k2_c3 k3_q2 k4_v3
)( j1_f3 j2_c3 j3_q2 j4_v3  k1_f1 k2_c0 k3_q1 k4_v3
)( j1_f1 j2_c0 j3_q1 j4_v3  k1_f1 k2_c1 k3_q2 k4_v3
)( j1_f1 j2_c1 j3_q2 j4_v3  k1_f3 k2_c1 k3_q2 k4_v3
))

(( j1_f# ),( j1_f1 ),( j1_f3 ))
(( j2_c# ),( j2_c1 ),( j2_c2 ),( j2_c3 ),( j2_c4 ),( j2_c5 ),
           ( j2_c6 ),( j2_c7 ),( j2_c8 ),( j2_c9 ),( j2_c0 ))
(( j3_q# ),( j3_q1 ),( j3_q2 ),( j3_q3 ))
(( j4_v# ),( j4_v1 ),( j4_v2 ),( j4_v3 ),( j4_v4 ),( j4_v5 ))

((( j2_c7 )( j2_c8 )( j2_c9 )( j4_v5 )))

(( k1_f# ),( k1_f1 ),( k1_f3 ))
(( k2_c# ),( k2_c1 ),( k2_c2 ),( k2_c3 ),( k2_c4 ),( k2_c5 ),
           ( k2_c6 ),( k2_c7 ),( k2_c8 ),( k2_c9 ),( k2_c0 ))
(( k3_q# ),( k3_q1 ),( k3_q2 ),( k3_q3 ))
(( k4_v# ),( k4_v1 ),( k4_v2 ),( k4_v3 ),( k4_v4 ),( k4_v5 ))

((( k2_c7 )( k2_c8 )( k2_c9 )( k4_v5 )))

Note 2

| Since 1987, I have been arguing that no ontology or
| knowledge base can ever be adequate unless it comes
| to grips with what I have called the "knowledge soup" --
| the loosely organized, semi-structured mix of whatever
| people have in their heads.
|
| John Sowa
| http://suo.ieee.org/email/msg10558.html

Sequential Interaction Data

I will try to explain why this dataset is interesting to me, and why it comes to mind whenever we turn to discussing the associative "prima materia" or semiotic "massa confusa" out of which our more rational knowledge precipitates, which is one of the things that I take John Sowa to be talking about under the label of "knowledge soup".

The general type of data we are dealing with here is a timed sequence of categorical or qualitative codes. I think of it as a sequence of "words" or "sentences" that come from a very simple formal language, and the game afoot is to discover the grammar of the discourse, to find whatever patterns may be found in the data, whether they rule it in the manner of an absolute law or a likely constraint.

Family Interaction Dataset

An "episode" is coded as a 7-tuple x = (x_0, x_1, x_2, x_3, x_4, x_5, x_6).

The components x_0, ..., x_5 are categorical codes that are described in the codebook.

The component x_6 is a non-negative integer code that records the elapsed time in seconds at which the episode ends.

Here is an initial segment of an individual data file, a set of records from a single session of observation:

| Family Interaction Data
|
|  0   -00100     0
|  0    99999     0
|  2   -00302     2
|  2    31213     5
|  2    11233     8
|  2    34213    10
|  2    33213    18
|  2    10133    19
|  2    14233    22
|  2    30113    24
|  2    99999    29
|  2    31113    40
|  2    11233    43
|  2    31212    46
|  2    11232    51
|  2    31213    54
|  2    11232    56
|  2    99999    61
| ...    ...    ...

Here is the meaning of the categorical data codes:

| Family Interaction Codes
|
| x_0 is a code denoting the overall session type:
|
|    "1" means "work", a task-structured session
|    "2" means "play", a free-interaction session
|
| x_1 and x_4 are codes that record the two family members
| that are present during the session, according to the
| following scheme:
|
| f#_family_member
|  f1_child                       "1" means "child"
|  f2_father                      "2" means "father"
|  f3_mother                      "3" means "mother"
|  f4_older_brother               etc.
|  f5_older_sister
|  f6_younger_brother
|  f7_younger_sister
|  f8_household_pets
|  f9_multiple_recipients
|  f0_objects
|
| x_2 and x_3 are codes for the "content type" and "content quality",
| respectively.  Together they form a composite code that denotes
| a signed category of activity according to the following scheme,
| where x_2 by itself denotes the "content type" and x_3 denotes
| the "logical quality" of the episode:
|
| c##_content
|  c1#_conversation                     "1" means "conversation"
|   c11_positive_verbal
|   c12_talk
|   c13_negative_verbal
|  c2#_affiliate/distance               "2" means "affiliate/distance"
|   c21_endearment
|   c22_tease
|   c23_verbal_attack
|  c3#_clear_directive                  "3" means "clear directive"
|   c31_request
|   c32_command
|   c33_coerce
|  c4#_ambiguous_directive              "4" means "ambiguous directive"
|   c41_request_ambiguous
|   c42_command_ambiguous
|   c43_coerce_ambiguous
|  c5#_response_to_directive            "5" means "response to directive"
|   c51_agree
|   c52
|   c53_refuse
|  c6#_vocal_behavior                   "6" means "vocal behavior"
|   c61
|   c62_vocal
|   c63
|  c7#_nonverbal_behavior               "7" means "nonverbal behavior"
|   c71_positive_nonverbal
|   c72_neutral_nonverbal
|   c73_negative_nonverbal
|  c8#_low_grade_physical_contact       "8" = "low grade physical contact"
|   c81_touch
|   c82
|   c83_physical_aggression
|  c9#_pronounced_physical_interaction  "9" = "pronounced physical interaction"
|   c91_hold
|   c92_physical_interact
|   c93_physical_attack
|  c0#_compliance_behavior              "0" = "compliance behavior"
|   c01_comply
|   c02
|   c03_noncomply
|
| x_5 is a code that records the "valence"
| or the "affective quality" of the episode
| according to the following scheme:
|
| v#_valence
|  v1_exuberant_affect            "1" means "exuberant affect"
|  v2_positive_affect             "2" means "positive affect"
|  v3_neutral_affect              "3" means "neutral affect"
|  v4_negative_affect             "4" means "negative affect"
|  v5_extreme_negative_affect     "5" means "extreme negative affect"
|
| x_6 is a non-negative integer giving the elapsed time in seconds
|     at the end of the phase of activity coded in x_1 through x_5.
|
| Codes outside the above mentioned ranges indicate things like:
| "beginning of session", "pause in activity", "end of session".

Note 3

One of the things that makes this sort of categorical sequential data interesting to me is that it provides us with an array of intermediate cases or stepping stones in several different directions of increasing complexity or generality of data. In themselves, logical features can be coded by means of the simplest type of variable, with values in the boolean domain B = {0, 1}, but boolean data is used in connection with some of the richest formal languages for conveying information, namely, propositional and quantificational calculi. In another way, the types of finite domain categorical variables that we use in these settings are intermediate in complexity between boolean variables, that range over just two values, and quantitative variables, that range over integer or real domains. In addition, these temporal sequences of categorical codes will very often take on a simple sort of quasi-linguistic structure that provides us with a bridge to the more general types of linguistic data.

For example, consider the following fragment of the family interaction data:

|  2    31213     5
|  2    11233     8
|  2    34213    10
|  2    33213    18
|  2    10133    19
|  2    14233    22
|  2    30113    24
|  2    99999    29

This can be read according to the codebook in the following way:

| Begin play session.
| Mother talks to child with neutral affect.
| Child talks to mother with neutral affect.
| Mother ambiguously commands child with neutral affect.
| Mother commands child with neutral affect.
| Child obeys mother with neutral affect.
| Child ambiguously commands mother with neutral affect.
| Mother obeys child with neutral affect.
| Pause in activity.

Note 4

One of the things that strikes you as soon as you look at anything like a real-world dataset is that you cannot engage in any form of data gathering, much less data analysis, without being involved in all sorts of enabling hypotheses, conscious or unconscious, that go far beyond the focal hypothesis of the study at hand. There are enabling hypotheses involved in the choice of a particular apparatus, codebook, or instrument. There are enabling hypotheses involved in the use of a particular method for arranging and analyzing the data collected. An enabling hypothesis may be something as simple as:

  1. I guess this codebook will be a useful template for viewing this particular part of the world through.
  2. I guess this way of looking at the data will disclose an aspect of the phenomenon or the reality that produced it.

It is too much to expect that all of our enabling hypotheses can be made explicit. As Peirce observes, abduction shades off into perception and instinct. And yet, at any moment, it is the nature of recalcitrant experience that any one of our peripheral hypotheses, so long taken for granted that it may never have been part of our conscious reflection, can rise into prominence as the one that most acutely demands to be bought into focus.

Note 5. Quality Time

We need a better term for the type of mixed mode intermediate data model that we are looking at in the family interaction study, which is typical of the data that are gathered in a wide variety of observational fields, from animal ethography to human ethnography. Either one of the terms categorical time series or qualitative temporal data seems to fit, but the latter makes for a catchier acronym, and so I will refer to this whole family of data models as QT data from here on out.

Given that guessing is a big part of the language game we play with Nature and our fellows, let us adopt a working assumption that suggests itself from the perspective of many observational studies: That it is from just such interactive settings that people slurp up “loosely organized, semi-structured mix of whatever people have in their heads”, what John Sowa calls “knowledge soup”.

Each session of observation in the family interaction study involves three participant observers: namely, the child C, the parent P, and the experimenter E. The participant role of E is minimized by means of a 1-way mirror that masks E's presence, allowing E to observe and record the interaction of C and P in a relatively unobtrusive manner.

Each of the other participants more or less observes the interaction that takes place between them, within what is called a dyadic system.

One of the interesting features of an observational set-up like this is that everyone involved is always naturally attempting to discover the patterns that are there to be found in the activity of this dyad. Thus each of the agents C, P, and E acts in some fashion as an agent of inquiry, accumulating experiences, organizing them under suitable heads, guessing what principles would serve to resolve their variety, and exposing these principles to the test of forthcoming experiences.

Note 6

Whenever we set about building a model of the reality that informs a phenomenon of interest, it is necessary to remind ourselves from time to time of these three contingencies of the modeling exercise:

  1. The model is not the reality.
  2. The model is not the appearances.
  3. The appearances are not the reality.

As I mentioned, the codebook that is used to convert observations into a dataset proper reflects an enabling hypothesis about the nature of the reality that produces the phenomenon of interest. No datum is so raw that it has not been cooked to some degree according to the recipe of such a codebook. Moreover, each way of looking at the dataset embodies additional helpings of ancillary provisions and auxiliary hypotheses.

I will next describe three closely related ways that I used to look at the family interaction data, all of which methods are generally useful for all sorts of QT data, such as we find in protocol analysis and in many other areas of qualitative research that involve similar species of intermediate data models (IDMs). These three paradigms are:

  1. Two-Level Formal Languages (2-FLs)
  2. Finite State Transitions (FSTs)
  3. Differential Logic (DLOG).

Note 7

While we are reflecting on hypotheses that we run on, many of which are so refractory that we may not have reflected on them for a very long time, if ever, we might reflect that a biological species is, in its own right, a kind of hypothesis, a bit like this:

  • I guess this code is fitted to this niche.

Now I do not think anyone would imagine that the co-response between a genetic code and its environment is anything like the correspondence between an object and its mirror image, so let us not tie the word correspondence down to such literal and 2-dimensional reflections.

In seeking to model the human mind, I have become convinced that we must find a way to integrate empirical and rational faculties, my senses of which I will explain as we go, but I am sensitive to a paradox in saying this, as I would not want to say that our empirical and rational faculties are ever yet as well-integrated as we might hope them to be.

  • An empirical faculty must deal with experience as it comes, toeing the line of the continuously updating data stream, and hewing closely to realtime processing constraints.
  • A rational faculty has tenure, as it were, and can afford to kick back and reflect on episodes beyond the immediate crisis, and even to speculate on images of things as they never were.

In their bearing on the present example, these reflections tell us something about the sorts of methods that will tend to be more fitted to the empirical versus the rational tasks.

Formal language theory, taken at the full, is generic enough to cover just about everything that we are thinking of here, but formal languages can also be used in a more literal way to code sequences of occurrences as they happen, and this way of using formal languages is very well suited to the constraints of the empirical task. By literal I mean that the codes in a formal language L can be read in a one-to-one or injective fashion as icons or indices of the objective occurrences that they thus denote.

The next order of business will be to describe this more literal application of formal languages as an IDM (intermediate data model) for the kinds of QT data that we find in the family interaction study.

Note 8. Two-Level Formal Languages (2-FLs)

A k-level formal language (k-FL) is a selected set of finite sequences of a selected set of finite sequences of … a given finite set of symbols, called the alphabet, that is provided to start, where the selection of sequences from the previous level is enacted k times.

In particular, let L be a 2-level formal language (2-FL) over an alphabet !A!. Then L is composed of a first level language L_1 c !A!* and a second level language L_2 c L_1*, where the "kleene-star" of a set X, written X*, is the set of all finite sequences over X. It is generally convenient to let the name L denote the whole structure L = <L_1, L_2>.

It's an arbitrary matter what we call the levels of a 2-FL. Depending on what seems natural in a particular discussion, we may refer to L_1 and L_2 as "strings" and "strands", as "words" and "sentences", as "phrases" and "clauses", or as "sentences" and "paragraphs", respectively, just to name a few of the most common options that come to mind right off.

Note 9. Reading the Family Interaction Datasets as Two-Level Formal Languages : 1

Let's now develop a sense of how the family interaction dataset might look from the perspective of a 2-level formal language.

For example, consider the following fragment of the data:

|  2   31213     5
|  2   11233     8
|  2   34213    10
|  2   33213    18
|  2   10133    19
|  2   14233    22
|  2   30113    24
|  2   99999    29
|  2   31113    40
|  2   11233    43
|  2   31212    46
|  2   11232    51
|  2   31213    54
|  2   11232    56
|  2   99999    61
|  2   11233    68
|  2   36213    70
|  2   33213    73
|  2   16232    74
|  2   33213    77
|  2   16232    78
|  2   31312    82
|  2   99999    91
|  2   11233    94
|  2   31213    96
|  2   99999   101

Let's focus on the categorical variables in the middle columns, ignoring the session type and the elapsed time of each episode, using the time variable simply as a marker of sequential order, and reading the pause in activity code as a clause indicator.

Just from the sample of this first hundred seconds we have the following information about the 2-level formal language L = (L_1, L_2) that depicts the interaction between C and P.

L_1, the phrase-book, or lexicon, contains the following strings:

|  10133  =  Child complies with Mother with neutral affect.
|  11232  =  Child talks to Mother with positive affect.
|  11233  =  Child talks to Mother with neutral affect.
|  14233  =  Child ambiguously commands Mother with neutral affect.
|  16232  =  Child vocalizes to Mother with positive affect.
|  30113  =  Mother complies with Child with neutral affect.
|  31113  =  Mother positively verbalizes to Child with neutral affect.
|  31212  =  Mother talks to Child with positive affect.
|  31213  =  Mother talks to Child with neutral affect.
|  31312  =  Mother negatively verbalizes to Child with positive affect.
|  33213  =  Mother commands Child with neutral affect.
|  34213  =  Mother ambiguously commands Child with neutral affect.
|  36213  =  Mother vocalizes to Child with neutral affect.
|  99999  =  Pause in activity.

L_2, the clause-book, or liturgy, contains the following strands:

|  <11233, 31213, 99999>
|
|  <11233, 36213, 33213, 16232, 33213, 16232, 31312, 99999>
|
|  <31113, 11233, 31212, 11232, 31213, 11232, 99999>
|
|  <31213, 11233, 34213, 33213, 10133, 14233, 30113, 99999>

Note 10. Reading the Family Interaction Datasets as Two-Level Formal Languages : 2

Before I can discuss the formal language view of the family interaction dataset in more detail I will need to clear up a few discrepancies between the codebook given above, which was used by a sizable community of researchers for a variety of different studies over a period of many years, and the codes as they were adapted for use in the family interaction study. At the same time, I will focus on a reduced subset of the data that is adequate to illustrate the points of central interest here. The easiest way to accomplish this is simply to give the revised codebook and the reduced dataset as follows:

Family Interaction Analysis • Abbreviated Codebook

| Family Interaction Analysis.  Abbreviated Codebook
|
| An "episode of activity" is coded as a 4-tuple y = <y_1, y_2, y_3, y_4>.
|
| The components y_1, y_2, y_3 are categorical codes
| that are described in the codebook.
|
| The component y_4 is a non-negative integer code
| that records the elapsed time in seconds at which
| the episode ends.
|
| y_1 codes the agent of the activity,
| according to the following scheme:
|
| f_family_member
|  f1_child
|  f2_father
|  f3_mother
|  f9_null
|
| y_2 is a two-digit code for the content of the activity,
| where the first digit records the content type and the
| second digit records the logical quality of the action,
| according to the following scheme:
|
| c_content
|  c0_compliance_behavior
|   c01_comply
|   c02
|   c03_noncomply
|  c1_conversation
|   c11_positive_verbal
|   c12_talk
|   c13_negative_verbal
|  c2_affiliate/distance
|   c21_endearment
|   c22_tease
|   c23_verbal_attack
|  c3_clear_directive
|   c31_request
|   c32_command
|   c33_coerce
|  c4_ambiguous_directive
|   c41_request_ambiguous
|   c42_command_ambiguous
|   c43_coerce_ambiguous
|  c5_response_to_directive
|   c51_agree
|   c52
|   c53_refuse
|  c6_vocal_behavior
|   c61
|   c62_vocal
|   c63
|  c7_nonverbal_behavior
|   c71_positive_nonverbal
|   c72_neutral_nonverbal
|   c73_negative_nonverbal
|  c8_low_grade_physical_contact
|   c81_touch
|   c82
|   c83_physical_aggression
|  c9_pronounced_physical_interaction
|   c91_hold
|   c92_physical_interact
|   c93_physical_attack
|  c99_null
|
| y_3 is a code that records the "valence"
| or the "affective quality" of the episode
| according to the following scheme:
|
| v_valence
|  v1_exuberant_affect
|  v2_positive_affect
|  v3_neutral_affect
|  v4_negative_affect
|  v5_extreme_negative_affect
|  v9_null
|
| y_4 is a non-negative integer giving the elapsed time in seconds
|     at the end of the phase of activity coded in x_1 through x_5.

Family Interaction Analysis • Abbreviated Dataset 1

Listed next is the flat data file for y = (y_1, y_2, y_3, y_4). To the right of the numeric codes are written an equivalent set of alphanumeric codes that provide a bridge to several forms of logical representation that I plan to take up at a later point.

| 9 99 9     0   f9 c99 v9
|
| 3 12 3     5   f3 c12 v3
| 1 12 3     8   f1 c12 v3
| 3 42 3    10   f3 c42 v3
| 3 32 3    18   f3 c32 v3
| 1 01 3    19   f1 c01 v3
| 1 42 3    22   f1 c42 v3
| 3 01 3    24   f3 c01 v3
| 9 99 9    29   f9 c99 v9
|
| 3 11 3    40   f3 c11 v3
| 1 12 3    43   f1 c12 v3
| 3 12 2    46   f3 c12 v2
| 1 12 2    51   f1 c12 v2
| 3 12 3    54   f3 c12 v3
| 1 12 2    56   f1 c12 v2
| 9 99 9    61   f9 c99 v9
|
| 1 12 3    68   f1 c12 v3
| 3 62 3    70   f3 c62 v3
| 3 32 3    73   f3 c32 v3
| 1 62 2    74   f1 c62 v2
| 3 32 3    77   f3 c32 v3
| 1 62 2    78   f1 c62 v2
| 3 13 2    82   f3 c13 v2
| 9 99 9    91   f9 c99 v9
|
| 1 12 3    94   f1 c12 v3
| 3 12 3    96   f3 c12 v3
| 9 99 9   101   f9 c99 v9
|
| 3 11 2   103   f3 c11 v2
| 1 12 2   106   f1 c12 v2
| 3 12 3   108   f3 c12 v3
| 1 12 2   109   f1 c12 v2
| 3 62 2   112   f3 c62 v2
| 1 62 2   115   f1 c62 v2
| 1 12 2   120   f1 c12 v2
| 3 12 2   122   f3 c12 v2
| 1 12 2   127   f1 c12 v2
| 1 62 2   131   f1 c62 v2
| 1 12 2   136   f1 c12 v2
| 1 62 2   138   f1 c62 v2
| 3 12 3   143   f3 c12 v3
| 1 12 2   148   f1 c12 v2
| 1 62 2   155   f1 c62 v2
| 3 12 2   160   f3 c12 v2
| 1 62 2   168   f1 c62 v2
| 3 12 3   170   f3 c12 v3
| 3 32 3   175   f3 c32 v3
| 1 01 3   177   f1 c01 v3
| 3 51 3   184   f3 c51 v3
| 3 12 3   187   f3 c12 v3
| 3 01 3   189   f3 c01 v3
| 1 12 3   192   f1 c12 v3
| 3 12 3   194   f3 c12 v3
| 1 12 3   197   f1 c12 v3
| 3 12 3   200   f3 c12 v3
| 1 12 2   202   f1 c12 v2
| 1 62 2   205   f1 c62 v2
| 9 99 9   211   f9 c99 v9
|
| 1 12 2   214   f1 c12 v2
| 3 12 3   218   f3 c12 v3
| 1 32 3   222   f1 c32 v3
| 3 51 3   225   f3 c51 v3
| 3 12 3   227   f3 c12 v3
| 1 12 3   228   f1 c12 v3
| 3 01 3   230   f3 c01 v3
| 1 12 4   234   f1 c12 v4
| 3 12 2   238   f3 c12 v2
| 3 32 3   241   f3 c32 v3
| 1 01 3   242   f1 c01 v3
| 3 12 3   244   f3 c12 v3
| 1 12 2   245   f1 c12 v2
| 3 12 3   252   f3 c12 v3
| 1 12 3   254   f1 c12 v3
| 3 12 3   256   f3 c12 v3
| 1 62 3   267   f1 c62 v3
| 1 12 2   269   f1 c12 v2
| 1 12 1   278   f1 c12 v1
| 3 42 3   282   f3 c42 v3
| 1 01 3   287   f1 c01 v3
| 3 12 3   289   f3 c12 v3
| 1 12 2   291   f1 c12 v2
| 3 12 3   296   f3 c12 v3
| 1 31 3   301   f1 c31 v3
| 3 51 3   305   f3 c51 v3
| 1 12 3   309   f1 c12 v3
| 3 12 3   311   f3 c12 v3
| 1 12 3   313   f1 c12 v3
| 3 12 3   316   f3 c12 v3
| 1 12 3   319   f1 c12 v3
| 3 12 3   322   f3 c12 v3
| 1 12 3   323   f1 c12 v3
| 3 12 3   324   f3 c12 v3
| 1 12 3   326   f1 c12 v3
| 3 32 3   329   f3 c32 v3
| 1 01 3   331   f1 c01 v3
| 1 12 3   333   f1 c12 v3
| 3 11 2   338   f3 c11 v2
| 1 12 3   342   f1 c12 v3
| 3 12 3   344   f3 c12 v3
| 1 12 3   347   f1 c12 v3
| 3 12 3   349   f3 c12 v3
| 1 12 3   351   f1 c12 v3
| 3 12 3   352   f3 c12 v3
| 1 62 3   354   f1 c62 v3
| 3 62 2   356   f3 c62 v2
| 1 12 3   362   f1 c12 v3
| 3 12 3   367   f3 c12 v3
| 1 12 3   370   f1 c12 v3
| 3 12 3   371   f3 c12 v3
| 1 12 2   373   f1 c12 v2
| 3 12 2   378   f3 c12 v2
| 1 12 2   381   f1 c12 v2
| 3 12 3   382   f3 c12 v3
| 1 12 3   389   f1 c12 v3
| 3 12 3   392   f3 c12 v3
| 3 42 3   394   f3 c42 v3
| 1 01 3   396   f1 c01 v3
| 3 11 3   398   f3 c11 v3
| 1 12 3   401   f1 c12 v3
| 3 12 3   403   f3 c12 v3
| 1 12 3   405   f1 c12 v3
| 3 12 2   406   f3 c12 v2
| 1 12 3   409   f1 c12 v3
| 3 12 3   412   f3 c12 v3
| 1 12 3   414   f1 c12 v3
| 3 12 3   416   f3 c12 v3
| 3 62 2   417   f3 c62 v2
| 1 62 2   419   f1 c62 v2
| 3 13 2   422   f3 c13 v2
| 3 32 3   426   f3 c32 v3
| 3 32 3   430   f3 c32 v3
| 1 01 3   431   f1 c01 v3
| 1 01 3   434   f1 c01 v3
| 3 12 3   438   f3 c12 v3
| 1 12 3   439   f1 c12 v3
| 3 12 3   440   f3 c12 v3
| 1 12 3   441   f1 c12 v3
| 3 12 3   443   f3 c12 v3
| 1 12 3   449   f1 c12 v3
| 3 11 2   450   f3 c11 v2
| 3 12 2   455   f3 c12 v2
| 1 62 2   457   f1 c62 v2
| 3 12 3   462   f3 c12 v3
| 1 12 2   463   f1 c12 v2
| 3 12 2   467   f3 c12 v2
| 1 62 2   469   f1 c62 v2
| 3 12 3   473   f3 c12 v3
| 1 12 3   477   f1 c12 v3
| 3 12 3   479   f3 c12 v3
| 1 11 3   490   f1 c11 v3
| 3 11 3   492   f3 c11 v3
| 3 12 3   495   f3 c12 v3
| 1 62 2   514   f1 c62 v2
| 3 11 2   517   f3 c11 v2
| 1 62 2   524   f1 c62 v2
| 1 12 2   527   f1 c12 v2
| 3 12 3   530   f3 c12 v3
| 1 62 2   534   f1 c62 v2
| 3 62 2   537   f3 c62 v2
| 3 22 2   539   f3 c22 v2
| 1 62 2   544   f1 c62 v2
| 3 12 3   547   f3 c12 v3
| 1 12 3   548   f1 c12 v3
| 3 12 3   549   f3 c12 v3
| 1 12 2   553   f1 c12 v2
| 9 99 9   561   f9 c99 v9
|
| 1 62 2   564   f1 c62 v2
| 3 12 3   569   f3 c12 v3
| 1 12 2   575   f1 c12 v2
| 3 13 4   577   f3 c13 v4
| 3 12 3   585   f3 c12 v3
| 1 62 2   589   f1 c62 v2
| 3 32 3   591   f3 c32 v3
| 1 01 3   593   f1 c01 v3
| 1 12 3   595   f1 c12 v3
| 3 12 3   599   f3 c12 v3
| 9 99 9   603   f9 c99 v9

Note 11. Reading the Family Interaction Datasets as Two-Level Formal Languages : 3

In the ideal situation a language ought to have a grammar. It has often been observed that a grammar is tantamount to a rational theory of the empirical language, subsuming the infinite variety of a linguistic corpus, passed or present or prospective, under the capitation of a finite mentality.

In the empirical situation, however, always in the beginning far from ideal, the grammar of a language is a datum that awaits discovery at a future date.

On the other hand, the experience that a finite mentality has actually experienced at any given time is of necessity a finite experience, and so it is possible to organize the experienced language in a finite way, even though it is likely to be far away from the ideal grammar, namely, in the form of finite state transition graphs (FST graphs). In this way, a k-level formal language can be recorded as it enters experience in the form of k FST graphs, one graph for each level of the language.

In particular, it is especially feasible under real-time conditions to keep track of the language actually experienced by means of FST trees. A k-level formal language can be recorded as it comes into experience by means of a k-tuple of FST trees, using one tree to rule each level.

Among the possible variety of data models, one has the option of using either fixed order or free order FST trees. In the case of a 2-FL we get a pair of FST trees that may be referred to as the lexical and the literal trees.

At this point, though, it is probably best to return to our concrete datasets.

I will next illustrate how the family interaction data looks when arranged as a pair of free order FST's. For the sake of comparison, and also because the first dataset is somewhat amorphous from this point of view, I will list here a second dataset, a father-child dyad from the same family, with what I think to be the same child, but I no longer have the corresponding demographic data.

Family Interaction Analysis • Abbreviated Dataset 2

Family Interaction Analysis.  Abbreviated Dataset 2

------------------------------------------------------------------------
TRIAL  FAMILY  SESSION  FOCUS  OBSERVER  FAMILY MEMBERS  MO/DY/YR HR:MN
    1    MXYZ        5      1        22        12000000  12/03/86 13:34
------------------------------------------------------------------------
       
| 9 99 9     0
|
| 1 12 2     2
| 2 12 3     4
| 1 62 2     8
| 2 12 3    11
| 1 62 2    13
| 1 12 3    15
| 2 12 3    21
| 2 32 3    24
| 1 12 3    29
| 1 01 3    31
| 2 73 3    38
| 2 12 3    41
| 1 12 3    42
| 2 12 3    44
| 1 12 2    50
| 2 12 3    52
| 2 32 3    62
| 1 53 3    65
| 1 13 4    70
| 1 62 3    73
| 2 12 3    76
| 9 99 9    83
|
| 1 62 2    85
| 1 12 3    88
| 2 12 3    90
| 1 12 3    91
| 2 12 3    93
| 1 12 2    97
| 2 12 2    99
| 1 12 2   102
| 9 99 9   109
|
| 1 12 2   112
| 2 62 2   115
| 1 12 2   117
| 2 12 3   120
| 2 13 4   123
| 1 12 2   126
| 1 62 2   128
| 1 12 2   131
| 2 12 3   133
| 1 12 3   135
| 2 12 3   139
| 1 32 4   147
| 2 01 3   152
| 1 12 3   156
| 2 12 3   158
| 1 12 3   159
| 2 12 3   162
| 1 32 3   164
| 2 12 3   167
| 1 12 4   173
| 2 12 3   179
| 1 12 3   182
| 2 32 3   187
| 1 01 3   189
| 2 32 3   193
| 1 01 2   195
| 1 12 2   199
| 2 32 3   202
| 1 01 3   205
| 2 12 3   209
| 1 62 2   210
| 9 99 9   218
|
| 1 62 2   222
| 1 12 2   225
| 1 12 1   229
| 2 32 3   235
| 1 62 2   239
| 2 13 4   244
| 2 32 3   253
| 1 12 3   254
| 1 01 3   258
| 2 11 3   259
| 1 62 2   263
| 2 12 3   265
| 1 12 2   267
| 2 32 3   270
| 1 01 3   274
| 1 12 3   278
| 2 32 3   282
| 1 01 3   286
| 2 12 3   287
| 1 12 2   289
| 2 11 3   292
| 1 12 3   295
| 2 12 3   299
| 1 12 3   303
| 2 12 2   305
| 1 73 4   313
| 1 12 4   320
| 2 12 3   322
| 1 12 4   323
| 2 12 3   326
| 1 12 4   328
| 2 62 3   332
| 1 12 3   334
| 2 12 3   338
| 1 32 3   339
| 2 12 3   346
| 2 01 3   352
| 1 62 2   355
| 9 99 9   360
|
| 1 42 3   364
| 2 12 2   369
| 2 01 3   371
| 1 12 3   375
| 1 32 3   379
| 2 32 3   382
| 1 12 3   385
| 2 12 3   388
| 1 12 3   390
| 2 12 3   392
| 1 22 3   396
| 2 32 3   405
| 1 01 3   409
| 2 12 3   412
| 2 32 3   417
| 1 01 3   419
| 2 12 3   424
| 2 32 3   427
| 1 01 3   429
| 9 99 9   436
|
| 1 62 2   437
| 2 12 2   443
| 1 12 2   445
| 2 32 3   448
| 1 01 3   449
| 2 92 3   455
| 1 62 2   462
| 1 12 2   465
| 2 12 3   467
| 1 12 3   469
| 2 12 3   471
| 1 62 3   472
| 2 12 3   474
| 1 12 2   477
| 9 99 9   485
|
| 1 62 2   489
| 2 13 4   496
| 1 12 3   499
| 2 12 3   502
| 1 12 2   509
| 2 12 3   513
| 1 42 3   514
| 2 01 3   518
| 1 12 3   523
| 1 62 2   527
| 1 12 2   531
| 2 12 3   539
| 1 62 2   541
| 1 12 2   544
| 2 12 3   547
| 1 12 2   550
| 2 12 3   554
| 1 12 3   557
| 2 12 2   564
| 1 12 3   569
| 2 12 3   573
| 1 12 3   574
| 2 12 3   575
| 1 12 3   577
| 2 12 3   579
| 1 62 3   594
| 9 99 9   597

Here is the literal level of Dataset 2 presented as a free order FST in outline form. The numbers at the right give the frequencies with which the corresponding nodes of the tree are observed or traversed during the session. Reading this display one can see that there are seven distinct strands at the second level of the corresponding 2-FL:

  • 4 strands begin with 1_62_2, Child vocalizes with positive affect.
  • 2 strands begin with 1_12_2, Child talks with positive affect.
  • 1 strand begins with 1_42_3, Child ambiguously commands with neutral affect.
| dataset_2                                       7
|  1_62_2                                         4
|   1_12_3                                        1
|    2_12_3                                       1
|     1_12_3                                      1
|      2_12_3                                     1
|       1_12_2                                    1
|        2_12_2                                   1
|         1_12_2                                  1
|          *                                      1
|   1_12_2                                        1
|    1_12_1                                       1
|     2_32_3                                      1
|      1_62_2                                     1
|       2_13_4                                    1
|        2_32_3                                   1
|         1_12_3                                  1
|          1_01_3                                 1
|           2_11_3                                1
|            1_62_2                               1
|             2_12_3                              1
|              1_12_2                             1
|               2_32_3                            1
|                1_01_3                           1
|                 1_12_3                          1
|                  2_32_3                         1
|                   1_01_3                        1
|                    2_12_3                       1
|                     1_12_2                      1
|                      2_11_3                     1
|                       1_12_3                    1
|                        2_12_3                   1
|                         1_12_3                  1
|                          2_12_2                 1
|                           1_73_4                1
|                            1_12_4               1
|                             2_12_3              1
|                              1_12_4             1
|                               2_12_3            1
|                                1_12_4           1
|                                 2_62_3          1
|                                  1_12_3         1
|                                   2_12_3        1
|                                    1_32_3       1
|                                     2_12_3      1
|                                      2_01_3     1
|                                       1_62_2    1
|                                        *        1
|   2_12_2                                        1
|    1_12_2                                       1
|     2_32_3                                      1
|      1_01_3                                     1
|       2_92_3                                    1
|        1_62_2                                   1
|         1_12_2                                  1
|          2_12_3                                 1
|           1_12_3                                1
|            2_12_3                               1
|             1_62_3                              1
|              2_12_3                             1
|               1_12_2                            1
|                *                                1
|   2_13_4                                        1
|    1_12_3                                       1
|     2_12_3                                      1
|      1_12_2                                     1
|       2_12_3                                    1
|        1_42_3                                   1
|         2_01_3                                  1
|          1_12_3                                 1
|           1_62_2                                1
|            1_12_2                               1
|             2_12_3                              1
|              1_62_2                             1
|               1_12_2                            1
|                2_12_3                           1
|                 1_12_2                          1
|                  2_12_3                         1
|                   1_12_3                        1
|                    2_12_2                       1
|                     1_12_3                      1
|                      2_12_3                     1
|                       1_12_3                    1
|                        2_12_3                   1
|                         1_12_3                  1
|                          2_12_3                 1
|                           1_62_3                1
|                            *                    1
|  1_42_3                                         1
|   2_12_2                                        1
|    2_01_3                                       1
|     1_12_3                                      1
|      1_32_3                                     1
|       2_32_3                                    1
|        1_12_3                                   1
|         2_12_3                                  1
|          1_12_3                                 1
|           2_12_3                                1
|            1_22_3                               1
|             2_32_3                              1
|              1_01_3                             1
|               2_12_3                            1
|                2_32_3                           1
|                 1_01_3                          1
|                  2_12_3                         1
|                   2_32_3                        1
|                    1_01_3                       1
|                     *                           1
|  1_12_2                                         2
|   2_12_3                                        1
|    1_62_2                                       1
|     2_12_3                                      1
|      1_62_2                                     1
|       1_12_3                                    1
|        2_12_3                                   1
|         2_32_3                                  1
|          1_12_3                                 1
|           1_01_3                                1
|            2_73_3                               1
|             2_12_3                              1
|              1_12_3                             1
|               2_12_3                            1
|                1_12_2                           1
|                 2_12_3                          1
|                  2_32_3                         1
|                   1_53_3                        1
|                    1_13_4                       1
|                     1_62_3                      1
|                      2_12_3                     1
|                       *                         1
|   2_62_2                                        1
|    1_12_2                                       1
|     2_12_3                                      1
|      2_13_4                                     1
|       1_12_2                                    1
|        1_62_2                                   1
|         1_12_2                                  1
|          2_12_3                                 1
|           1_12_3                                1
|            2_12_3                               1
|             1_32_4                              1
|              2_01_3                             1
|               1_12_3                            1
|                2_12_3                           1
|                 1_12_3                          1
|                  2_12_3                         1
|                   1_32_3                        1
|                    2_12_3                       1
|                     1_12_4                      1
|                      2_12_3                     1
|                       1_12_3                    1
|                        2_32_3                   1
|                         1_01_3                  1
|                          2_32_3                 1
|                           1_01_2                1
|                            1_12_2               1
|                             2_32_3              1
|                              1_01_3             1
|                               2_12_3            1
|                                1_62_2           1
|                                 *               1

Note 12. Reading the Family Interaction Datasets as Two-Level Formal Languages : 4

Here is a suggestion of how the literal levels of the two family interaction datasets look when presented as free order finite state transition trees.

Dataset 1

@--[1_12_3]--[3_62_3]--[3_32_3]--[1_62_2]--[3_32_3]--[1_62_2]--[3_13_2]
|      |
|      `-----[3_12_3]
|
`--[3_11_2]--[1_12_2]--[3_12_3]--[1_12_2]--[......]--[3_12_3]--[1_12_2]--[1_62_2]
|
`--[1_12_2]--[3_12_3]--[1_32_3]--[3_51_3]--[......]--[1_12_3]--[3_12_3]--[1_12_2]
|
`--[1_62_2]--[3_12_3]--[1_12_2]--[3_13_4]--[......]--[1_01_3]--[1_12_3]--[3_12_3]
|
`--[3_12_3]--[1_12_3]--[3_42_3]--[3_32_3]--[1_01_3]--[1_42_3]--[3_01_3]
|
`--[3_11_3]--[1_12_3]--[3_12_2]--[1_12_2]--[3_12_3]--[1_12_2]

Dataset 2

@--[1_62_2]--[1_12_3]--[2_12_3]--[1_12_3]--[2_12_3]--[1_12_2]--[2_12_2]--[1_12_2]
|      |
|      `-----[1_12_2]--[1_12_1]--[2_32_3]--[......]--[2_12_3]--[2_01_3]--[1_62_2]
|      |
|      `-----[2_12_2]--[1_12_2]--[2_32_3]--[......]--[1_62_3]--[2_12_3]--[1_12_2]
|      |
|      `-----[2_13_4]--[1_12_3]--[2_12_3]--[......]--[1_12_3]--[2_12_3]--[1_62_3]
|
`--[1_42_3]--[2_12_2]--[2_01_3]--[1_12_3]--[......]--[2_12_3]--[2_32_3]--[1_01_3]
|
`--[1_12_2]--[2_12_3]--[1_62_2]--[2_12_3]--[......]--[1_13_4]--[1_62_3]--[2_12_3]
       |
       `-----[2_62_2]--[1_12_2]--[2_12_3]--[......]--[1_01_3]--[2_12_3]--[1_62_2]

Note 13. Reading the Family Interaction Datasets as Two-Level Formal Languages : 5

I have mentioned the fact that each way of looking at a dataset amounts to an enabling hypothesis to the effect that something interesting or useful might be seen by looking at the data in just that way.

In parsing the family interaction datasets as 2-level formal languages, I made the pure hypothesis that the resting episodes were somehow more significant than others, in the sense that I interpreted them to mark the "commas", the "periods", or the "ends of strands" at the second level of the formal texts. One might speculate along the lines of classical learning theory, as in Thorndike's "law of effect", that these pauses are refreshing, rewarding, and thus reinforcing, or else along the lines of Berlyne's information hungry animal that the rests of the score requite the players with information about the structure of the interpersonal music in progress between them.

But if one gets to thinking in this deliberate, goal-oriented, intentional, motivated, or purposive fashion, then one might just as well recognize many other subsets of episodic codes as representing the potential goals of either one or both players in the game. Similar considerations would apply to the choice of negative reinforcers, "deinforcements", or "disincentives", types of episodes that one or both participants seek to avoid, to escape, or to minimize. </pre>

Note 14. Reading the Family Interaction Datasets as Two-Level Formal Languages : 6

Qualitative Sequential Datasets as Two-Level Formal Languages (cont.)

I would like next to view the family interaction datasets as fixed order finite state transition trees. To begin, let's view Dataset 1, one paradigm's way of codifying ten minutes from the life of a mother and a child, in respect of its 2-tuple, pairwise, or 2nd-order transitions from each episode of coded activity to the next.

This time around, I will parse the code of each episode into parts that codify separately the agent, the content, and the affective valence of the activity, reducing the time data to simple indications of sequential order, the episode numbers of the coded activities that fill the observational sessions.

Family Interaction Analysis • Dataset 1 • Pairwise Transitions • Numbered Episodes

Here are the beginning and end of Dataset 1 under this view:

| Family Interaction Analysis
| Abbreviated Dataset 1
| Pairwise Transitions
| Numbered Episodes
|
| F9 C99 V9  f3 c12 v3  n1
| F3 C12 V3  f1 c12 v3  n2
| F1 C12 V3  f3 c42 v3  n3
| F3 C42 V3  f3 c32 v3  n4
| F3 C32 V3  f1 c01 v3  n5
| F1 C01 V3  f1 c42 v3  n6
| F1 C42 V3  f3 c01 v3  n7
| F3 C01 V3  f9 c99 v9  n8
|
| F9 C99 V9  f3 c11 v3  n9
| F3 C11 V3  f1 c12 v3  n10
| F1 C12 V3  f3 c12 v2  n11
| F3 C12 V2  f1 c12 v2  n12
| F1 C12 V2  f3 c12 v3  n13
| F3 C12 V3  f1 c12 v2  n14
| F1 C12 V2  f9 c99 v9  n15
|
| F9 C99 V9  f1 c12 v3  n16
| F1 C12 V3  f3 c62 v3  n17
| F3 C62 V3  f3 c32 v3  n18
| F3 C32 V3  f1 c62 v2  n19
| F1 C62 V2  f3 c32 v3  n20
| F3 C32 V3  f1 c62 v2  n21
| F1 C62 V2  f3 c13 v2  n22
| F3 C13 V2  f9 c99 v9  n23
|
| F9 C99 V9  f1 c12 v3  n24
| F1 C12 V3  f3 c12 v3  n25
| F3 C12 V3  f9 c99 v9  n26
|
| ...
|
| F9 C99 V9  f1 c62 v2  n165
| F1 C62 V2  f3 c12 v3  n166
| F3 C12 V3  f1 c12 v2  n167
| F1 C12 V2  f3 c13 v4  n168
| F3 C13 V4  f3 c12 v3  n169
| F3 C12 V3  f1 c62 v2  n170
| F1 C62 V2  f3 c32 v3  n171
| F3 C32 V3  f1 c01 v3  n172
| F1 C01 V3  f1 c12 v3  n173
| F1 C12 V3  f3 c12 v3  n174
| F3 C12 V3  f9 c99 v9  n175

Here I am using capitalized code to distinguish the initial element of each pairwise transition.

Family Interaction Analysis • Dataset 1 • Pairwise Transition Tree in Outline Form

Folding in a dollop or three of syntactic syrup, the pairwise transition tree cooks up like this:

| Dataset 1.  Pairwise Transition Tree in Outline Form
|
| pairwise_transitions                       175        1.00        0.000
|  from                                      175        1.00        0.000
|   F3_mother                                 85        0.49        0.506
|    C12_talk                                 51        0.60        0.442
|     V3_neutral_affect                       43        0.84        0.208
|      to                                     43        1.00        0.000
|       f1_child                              37        0.86        0.187
|        c12_talk                             29        0.78        0.275
|         v3_neutral_affect                   19        0.66        0.400
|          at                                 19        1.00        0.000
|           n2                                 1        0.05        0.224
|            *                                 1        1.00        0.000
|           n52                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n62                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n71                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n85                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n87                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n89                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n91                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n98                                1        0.05        0.224
|            *                                 1        1.00        0.000
|           n100                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n106                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n112                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n119                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n123                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n133                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n135                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n137                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n146                               1        0.05        0.224
|            *                                 1        1.00        0.000
|           n161                               1        0.05        0.224
|            *                                 1        1.00        0.000
|         v2_positive_affect                  10        0.34        0.530
|          at                                 10        1.00        0.000
|           n14                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n30                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n40                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n54                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n69                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n79                                1        0.10        0.332
|            *                                 1        1.00        0.000
|           n108                               1        0.10        0.332
|            *                                 1        1.00        0.000
|           n142                               1        0.10        0.332
|            *                                 1        1.00        0.000
|           n163                               1        0.10        0.332
|            *                                 1        1.00        0.000
|           n167                               1        0.10        0.332
|            *                                 1        1.00        0.000
|        c32_command                           1        0.03        0.141
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n59                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             5        0.14        0.390
|         v2_positive_affect                   3        0.60        0.442
|          at                                  3        1.00        0.000
|           n151                               1        0.33        0.528
|            *                                 1        1.00        0.000
|           n156                               1        0.33        0.528
|            *                                 1        1.00        0.000
|           n170                               1        0.33        0.528
|            *                                 1        1.00        0.000
|         v3_neutral_affect                    2        0.40        0.529
|          at                                  2        1.00        0.000
|           n73                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n102                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c31_request                           1        0.03        0.141
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n81                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c11_positive_verbal                   1        0.03        0.141
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n148                               1        1.00        0.000
|            *                                 1        1.00        0.000
|       f9_null                                2        0.05        0.206
|        c99_null                              2        1.00        0.000
|         v9_null                              2        1.00        0.000
|          at                                  2        1.00        0.000
|           n26                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n175                               1        0.50        0.500
|            *                                 1        1.00        0.000
|       f3_mother                              4        0.09        0.319
|        c32_command                           1        0.25        0.500
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n45                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c01_comply                            1        0.25        0.500
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n49                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c42_command_ambiguous                 1        0.25        0.500
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n114                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.25        0.500
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n125                               1        1.00        0.000
|            *                                 1        1.00        0.000
|     V2_positive_affect                       8        0.16        0.419
|      to                                      8        1.00        0.000
|       f1_child                               7        0.88        0.169
|        c12_talk                              4        0.57        0.461
|         v2_positive_affect                   3        0.75        0.311
|          at                                  3        1.00        0.000
|           n12                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n35                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n110                               1        0.33        0.528
|            *                                 1        1.00        0.000
|         v3_neutral_affect                    1        0.25        0.500
|          at                                  1        1.00        0.000
|           n121                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             3        0.43        0.524
|         v2_positive_affect                   3        1.00        0.000
|          at                                  3        1.00        0.000
|           n43                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n140                               1        0.33        0.528
|            *                                 1        1.00        0.000
|           n144                               1        0.33        0.528
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.13        0.375
|        c32_command                           1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n66                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C42_command_ambiguous                     3        0.04        0.170
|     V3_neutral_affect                        3        1.00        0.000
|      to                                      3        1.00        0.000
|       f1_child                               2        0.67        0.390
|        c01_comply                            2        1.00        0.000
|         v3_neutral_affect                    2        1.00        0.000
|          at                                  2        1.00        0.000
|           n77                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n115                               1        0.50        0.500
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.33        0.528
|        c32_command                           1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n4                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|    C32_command                               9        0.11        0.343
|     V3_neutral_affect                        9        1.00        0.000
|      to                                      9        1.00        0.000
|       f1_child                               8        0.89        0.151
|        c01_comply                            6        0.75        0.311
|         v3_neutral_affect                    6        1.00        0.000
|          at                                  6        1.00        0.000
|           n5                                 1        0.17        0.431
|            *                                 1        1.00        0.000
|           n46                                1        0.17        0.431
|            *                                 1        1.00        0.000
|           n67                                1        0.17        0.431
|            *                                 1        1.00        0.000
|           n93                                1        0.17        0.431
|            *                                 1        1.00        0.000
|           n130                               1        0.17        0.431
|            *                                 1        1.00        0.000
|           n172                               1        0.17        0.431
|            *                                 1        1.00        0.000
|        c62_vocal                             2        0.25        0.500
|         v2_positive_affect                   2        1.00        0.000
|          at                                  2        1.00        0.000
|           n19                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n21                                1        0.50        0.500
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.11        0.352
|        c32_command                           1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n129                               1        1.00        0.000
|            *                                 1        1.00        0.000
|    C01_comply                                3        0.04        0.170
|     V3_neutral_affect                        3        1.00        0.000
|      to                                      3        1.00        0.000
|       f1_child                               2        0.67        0.390
|        c12_talk                              2        1.00        0.000
|         v3_neutral_affect                    1        0.50        0.500
|          at                                  1        1.00        0.000
|           n50                                1        1.00        0.000
|            *                                 1        1.00        0.000
|         v4_negative_affect                   1        0.50        0.500
|          at                                  1        1.00        0.000
|           n64                                1        1.00        0.000
|            *                                 1        1.00        0.000
|       f9_null                                1        0.33        0.528
|        c99_null                              1        1.00        0.000
|         v9_null                              1        1.00        0.000
|          at                                  1        1.00        0.000
|           n8                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|    C11_positive_verbal                       7        0.08        0.297
|     V2_positive_affect                       4        0.57        0.461
|      to                                      4        1.00        0.000
|       f1_child                               3        0.75        0.311
|        c12_talk                              2        0.67        0.390
|         v2_positive_affect                   1        0.50        0.500
|          at                                  1        1.00        0.000
|           n28                                1        1.00        0.000
|            *                                 1        1.00        0.000
|         v3_neutral_affect                    1        0.50        0.500
|          at                                  1        1.00        0.000
|           n96                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.33        0.528
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n153                               1        1.00        0.000
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.25        0.500
|        c12_talk                              1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n139                               1        1.00        0.000
|            *                                 1        1.00        0.000
|     V3_neutral_affect                        3        0.43        0.524
|      to                                      3        1.00        0.000
|       f1_child                               2        0.67        0.390
|        c12_talk                              2        1.00        0.000
|         v3_neutral_affect                    2        1.00        0.000
|          at                                  2        1.00        0.000
|           n10                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n117                               1        0.50        0.500
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.33        0.528
|        c12_talk                              1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n150                               1        1.00        0.000
|            *                                 1        1.00        0.000
|    C62_vocal                                 5        0.06        0.240
|     V2_positive_affect                       4        0.80        0.258
|      to                                      4        1.00        0.000
|       f1_child                               3        0.75        0.311
|        c62_vocal                             2        0.67        0.390
|         v2_positive_affect                   2        1.00        0.000
|          at                                  2        1.00        0.000
|           n32                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n126                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c12_talk                              1        0.33        0.528
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n104                               1        1.00        0.000
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.25        0.500
|        c22_tease                             1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n158                               1        1.00        0.000
|            *                                 1        1.00        0.000
|     V3_neutral_affect                        1        0.20        0.464
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c32_command                           1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n18                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C13_negative_verbal                       3        0.04        0.170
|     V2_positive_affect                       2        0.67        0.390
|      to                                      2        1.00        0.000
|       f9_null                                1        0.50        0.500
|        c99_null                              1        1.00        0.000
|         v9_null                              1        1.00        0.000
|          at                                  1        1.00        0.000
|           n23                                1        1.00        0.000
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.50        0.500
|        c32_command                           1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n128                               1        1.00        0.000
|            *                                 1        1.00        0.000
|     V4_negative_affect                       1        0.33        0.528
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c12_talk                              1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n169                               1        1.00        0.000
|            *                                 1        1.00        0.000
|    C51_agree                                 3        0.04        0.170
|     V3_neutral_affect                        3        1.00        0.000
|      to                                      3        1.00        0.000
|       f3_mother                              2        0.67        0.390
|        c12_talk                              2        1.00        0.000
|         v3_neutral_affect                    2        1.00        0.000
|          at                                  2        1.00        0.000
|           n48                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n61                                1        0.50        0.500
|            *                                 1        1.00        0.000
|       f1_child                               1        0.33        0.528
|        c12_talk                              1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n83                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C22_tease                                 1        0.01        0.075
|     V2_positive_affect                       1        1.00        0.000
|      to                                      1        1.00        0.000
|       f1_child                               1        1.00        0.000
|        c62_vocal                             1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n159                               1        1.00        0.000
|            *                                 1        1.00        0.000
|   F1_child                                  83        0.47        0.510
|    C12_talk                                 51        0.61        0.432
|     V3_neutral_affect                       30        0.59        0.450
|      to                                     30        1.00        0.000
|       f3_mother                             30        1.00        0.000
|        c12_talk                             24        0.80        0.258
|         v3_neutral_affect                   22        0.92        0.115
|          at                                 22        1.00        0.000
|           n25                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n51                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n53                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n72                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n84                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n86                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n88                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n90                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n97                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n99                                1        0.05        0.203
|            *                                 1        1.00        0.000
|           n101                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n105                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n107                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n113                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n118                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n122                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n124                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n134                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n136                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n147                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n162                               1        0.05        0.203
|            *                                 1        1.00        0.000
|           n174                               1        0.05        0.203
|            *                                 1        1.00        0.000
|         v2_positive_affect                   2        0.08        0.299
|          at                                  2        1.00        0.000
|           n11                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n120                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.03        0.164
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n17                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c01_comply                            1        0.03        0.164
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n63                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c32_command                           1        0.03        0.164
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n92                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c11_positive_verbal                   2        0.07        0.260
|         v2_positive_affect                   2        1.00        0.000
|          at                                  2        1.00        0.000
|           n95                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n138                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c42_command_ambiguous                 1        0.03        0.164
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n3                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|     V2_positive_affect                      19        0.37        0.531
|      to                                     19        1.00        0.000
|       f3_mother                             12        0.63        0.419
|        c12_talk                             10        0.83        0.219
|         v3_neutral_affect                    7        0.70        0.360
|          at                                  7        1.00        0.000
|           n13                                1        0.14        0.401
|            *                                 1        1.00        0.000
|           n29                                1        0.14        0.401
|            *                                 1        1.00        0.000
|           n58                                1        0.14        0.401
|            *                                 1        1.00        0.000
|           n70                                1        0.14        0.401
|            *                                 1        1.00        0.000
|           n80                                1        0.14        0.401
|            *                                 1        1.00        0.000
|           n111                               1        0.14        0.401
|            *                                 1        1.00        0.000
|           n155                               1        0.14        0.401
|            *                                 1        1.00        0.000
|         v2_positive_affect                   3        0.30        0.521
|          at                                  3        1.00        0.000
|           n34                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n109                               1        0.33        0.528
|            *                                 1        1.00        0.000
|           n143                               1        0.33        0.528
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.08        0.299
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n31                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c13_negative_verbal                   1        0.08        0.299
|         v4_negative_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n168                               1        1.00        0.000
|            *                                 1        1.00        0.000
|       f9_null                                2        0.11        0.342
|        c99_null                              2        1.00        0.000
|         v9_null                              2        1.00        0.000
|          at                                  2        1.00        0.000
|           n15                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n164                               1        0.50        0.500
|            *                                 1        1.00        0.000
|       f1_child                               5        0.26        0.507
|        c62_vocal                             4        0.80        0.258
|         v2_positive_affect                   4        1.00        0.000
|          at                                  4        1.00        0.000
|           n36                                1        0.25        0.500
|            *                                 1        1.00        0.000
|           n38                                1        0.25        0.500
|            *                                 1        1.00        0.000
|           n41                                1        0.25        0.500
|            *                                 1        1.00        0.000
|           n55                                1        0.25        0.500
|            *                                 1        1.00        0.000
|        c12_talk                              1        0.20        0.464
|         v1_exuberant_affect                  1        1.00        0.000
|          at                                  1        1.00        0.000
|           n75                                1        1.00        0.000
|            *                                 1        1.00        0.000
|     V4_negative_affect                       1        0.02        0.111
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c12_talk                              1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n65                                1        1.00        0.000
|            *                                 1        1.00        0.000
|     V1_exuberant_affect                      1        0.02        0.111
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c42_command_ambiguous                 1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n76                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C01_comply                                9        0.11        0.348
|     V3_neutral_affect                        9        1.00        0.000
|      to                                      9        1.00        0.000
|       f3_mother                              5        0.56        0.471
|        c12_talk                              3        0.60        0.442
|         v3_neutral_affect                    3        1.00        0.000
|          at                                  3        1.00        0.000
|           n68                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n78                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n132                               1        0.33        0.528
|            *                                 1        1.00        0.000
|        c11_positive_verbal                   1        0.20        0.464
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n116                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c51_agree                             1        0.20        0.464
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n47                                1        1.00        0.000
|            *                                 1        1.00        0.000
|       f1_child                               4        0.44        0.520
|        c12_talk                              2        0.50        0.500
|         v3_neutral_affect                    2        1.00        0.000
|          at                                  2        1.00        0.000
|           n94                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n173                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c01_comply                            1        0.25        0.500
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n131                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c42_command_ambiguous                 1        0.25        0.500
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n6                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|    C42_command_ambiguous                     1        0.01        0.077
|     V3_neutral_affect                        1        1.00        0.000
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c01_comply                            1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n7                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|    C62_vocal                                19        0.23        0.487
|     V2_positive_affect                      17        0.89        0.144
|      to                                     17        1.00        0.000
|       f3_mother                             13        0.76        0.296
|        c12_talk                              7        0.54        0.481
|         v3_neutral_affect                    6        0.86        0.191
|          at                                  6        1.00        0.000
|           n39                                1        0.17        0.431
|            *                                 1        1.00        0.000
|           n44                                1        0.17        0.431
|            *                                 1        1.00        0.000
|           n141                               1        0.17        0.431
|            *                                 1        1.00        0.000
|           n145                               1        0.17        0.431
|            *                                 1        1.00        0.000
|           n160                               1        0.17        0.431
|            *                                 1        1.00        0.000
|           n166                               1        0.17        0.431
|            *                                 1        1.00        0.000
|         v2_positive_affect                   1        0.14        0.401
|          at                                  1        1.00        0.000
|           n42                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c11_positive_verbal                   1        0.08        0.285
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n152                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.08        0.285
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n157                               1        1.00        0.000
|            *                                 1        1.00        0.000
|        c32_command                           2        0.15        0.415
|         v3_neutral_affect                    2        1.00        0.000
|          at                                  2        1.00        0.000
|           n20                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n171                               1        0.50        0.500
|            *                                 1        1.00        0.000
|        c13_negative_verbal                   2        0.15        0.415
|         v2_positive_affect                   2        1.00        0.000
|          at                                  2        1.00        0.000
|           n22                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n127                               1        0.50        0.500
|            *                                 1        1.00        0.000
|       f1_child                               3        0.18        0.442
|        c12_talk                              3        1.00        0.000
|         v2_positive_affect                   3        1.00        0.000
|          at                                  3        1.00        0.000
|           n33                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n37                                1        0.33        0.528
|            *                                 1        1.00        0.000
|           n154                               1        0.33        0.528
|            *                                 1        1.00        0.000
|       f9_null                                1        0.06        0.240
|        c99_null                              1        1.00        0.000
|         v9_null                              1        1.00        0.000
|          at                                  1        1.00        0.000
|           n56                                1        1.00        0.000
|            *                                 1        1.00        0.000
|     V3_neutral_affect                        2        0.11        0.342
|      to                                      2        1.00        0.000
|       f1_child                               1        0.50        0.500
|        c12_talk                              1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n74                                1        1.00        0.000
|            *                                 1        1.00        0.000
|       f3_mother                              1        0.50        0.500
|        c62_vocal                             1        1.00        0.000
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n103                               1        1.00        0.000
|            *                                 1        1.00        0.000
|    C32_command                               1        0.01        0.077
|     V3_neutral_affect                        1        1.00        0.000
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c51_agree                             1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n60                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C31_request                               1        0.01        0.077
|     V3_neutral_affect                        1        1.00        0.000
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c51_agree                             1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n82                                1        1.00        0.000
|            *                                 1        1.00        0.000
|    C11_positive_verbal                       1        0.01        0.077
|     V3_neutral_affect                        1        1.00        0.000
|      to                                      1        1.00        0.000
|       f3_mother                              1        1.00        0.000
|        c11_positive_verbal                   1        1.00        0.000
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n149                               1        1.00        0.000
|            *                                 1        1.00        0.000
|   F9_null                                    7        0.04        0.186
|    C99_null                                  7        1.00        0.000
|     V9_null                                  7        1.00        0.000
|      to                                      7        1.00        0.000
|       f1_child                               4        0.57        0.461
|        c12_talk                              3        0.75        0.311
|         v3_neutral_affect                    2        0.67        0.390
|          at                                  2        1.00        0.000
|           n16                                1        0.50        0.500
|            *                                 1        1.00        0.000
|           n24                                1        0.50        0.500
|            *                                 1        1.00        0.000
|         v2_positive_affect                   1        0.33        0.528
|          at                                  1        1.00        0.000
|           n57                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c62_vocal                             1        0.25        0.500
|         v2_positive_affect                   1        1.00        0.000
|          at                                  1        1.00        0.000
|           n165                               1        1.00        0.000
|            *                                 1        1.00        0.000
|       f3_mother                              3        0.43        0.524
|        c11_positive_verbal                   2        0.67        0.390
|         v3_neutral_affect                    1        0.50        0.500
|          at                                  1        1.00        0.000
|           n9                                 1        1.00        0.000
|            *                                 1        1.00        0.000
|         v2_positive_affect                   1        0.50        0.500
|          at                                  1        1.00        0.000
|           n27                                1        1.00        0.000
|            *                                 1        1.00        0.000
|        c12_talk                              1        0.33        0.528
|         v3_neutral_affect                    1        1.00        0.000
|          at                                  1        1.00        0.000
|           n1                                 1        1.00        0.000
|            *                                 1        1.00        0.000

Family Interaction Study • Datasets

| Family Interaction Analysis
| Abbreviated Dataset 1
| Pairwise Transitions
| Numbered Episodes
|
| f9 c99 v9  f3 c12 v3  n1
| f3 c12 v3  f1 c12 v3  n2
| f1 c12 v3  f3 c42 v3  n3
| f3 c42 v3  f3 c32 v3  n4
| f3 c32 v3  f1 c01 v3  n5
| f1 c01 v3  f1 c42 v3  n6
| f1 c42 v3  f3 c01 v3  n7
| f3 c01 v3  f9 c99 v9  n8
|
| f9 c99 v9  f3 c11 v3  n9
| f3 c11 v3  f1 c12 v3  n10
| f1 c12 v3  f3 c12 v2  n11
| f3 c12 v2  f1 c12 v2  n12
| f1 c12 v2  f3 c12 v3  n13
| f3 c12 v3  f1 c12 v2  n14
| f1 c12 v2  f9 c99 v9  n15
|
| f9 c99 v9  f1 c12 v3  n16
| f1 c12 v3  f3 c62 v3  n17
| f3 c62 v3  f3 c32 v3  n18
| f3 c32 v3  f1 c62 v2  n19
| f1 c62 v2  f3 c32 v3  n20
| f3 c32 v3  f1 c62 v2  n21
| f1 c62 v2  f3 c13 v2  n22
| f3 c13 v2  f9 c99 v9  n23
|
| f9 c99 v9  f1 c12 v3  n24
| f1 c12 v3  f3 c12 v3  n25
| f3 c12 v3  f9 c99 v9  n26
|
| f9 c99 v9  f3 c11 v2  n27
| f3 c11 v2  f1 c12 v2  n28
| f1 c12 v2  f3 c12 v3  n29
| f3 c12 v3  f1 c12 v2  n30
| f1 c12 v2  f3 c62 v2  n31
| f3 c62 v2  f1 c62 v2  n32
| f1 c62 v2  f1 c12 v2  n33
| f1 c12 v2  f3 c12 v2  n34
| f3 c12 v2  f1 c12 v2  n35
| f1 c12 v2  f1 c62 v2  n36
| f1 c62 v2  f1 c12 v2  n37
| f1 c12 v2  f1 c62 v2  n38
| f1 c62 v2  f3 c12 v3  n39
| f3 c12 v3  f1 c12 v2  n40
| f1 c12 v2  f1 c62 v2  n41
| f1 c62 v2  f3 c12 v2  n42
| f3 c12 v2  f1 c62 v2  n43
| f1 c62 v2  f3 c12 v3  n44
| f3 c12 v3  f3 c32 v3  n45
| f3 c32 v3  f1 c01 v3  n46
| f1 c01 v3  f3 c51 v3  n47
| f3 c51 v3  f3 c12 v3  n48
| f3 c12 v3  f3 c01 v3  n49
| f3 c01 v3  f1 c12 v3  n50
| f1 c12 v3  f3 c12 v3  n51
| f3 c12 v3  f1 c12 v3  n52
| f1 c12 v3  f3 c12 v3  n53
| f3 c12 v3  f1 c12 v2  n54
| f1 c12 v2  f1 c62 v2  n55
| f1 c62 v2  f9 c99 v9  n56
|
| f9 c99 v9  f1 c12 v2  n57
| f1 c12 v2  f3 c12 v3  n58
| f3 c12 v3  f1 c32 v3  n59
| f1 c32 v3  f3 c51 v3  n60
| f3 c51 v3  f3 c12 v3  n61
| f3 c12 v3  f1 c12 v3  n62
| f1 c12 v3  f3 c01 v3  n63
| f3 c01 v3  f1 c12 v4  n64
| f1 c12 v4  f3 c12 v2  n65
| f3 c12 v2  f3 c32 v3  n66
| f3 c32 v3  f1 c01 v3  n67
| f1 c01 v3  f3 c12 v3  n68
| f3 c12 v3  f1 c12 v2  n69
| f1 c12 v2  f3 c12 v3  n70
| f3 c12 v3  f1 c12 v3  n71
| f1 c12 v3  f3 c12 v3  n72
| f3 c12 v3  f1 c62 v3  n73
| f1 c62 v3  f1 c12 v2  n74
| f1 c12 v2  f1 c12 v1  n75
| f1 c12 v1  f3 c42 v3  n76
| f3 c42 v3  f1 c01 v3  n77
| f1 c01 v3  f3 c12 v3  n78
| f3 c12 v3  f1 c12 v2  n79
| f1 c12 v2  f3 c12 v3  n80
| f3 c12 v3  f1 c31 v3  n81
| f1 c31 v3  f3 c51 v3  n82
| f3 c51 v3  f1 c12 v3  n83
| f1 c12 v3  f3 c12 v3  n84
| f3 c12 v3  f1 c12 v3  n85
| f1 c12 v3  f3 c12 v3  n86
| f3 c12 v3  f1 c12 v3  n87
| f1 c12 v3  f3 c12 v3  n88
| f3 c12 v3  f1 c12 v3  n89
| f1 c12 v3  f3 c12 v3  n90
| f3 c12 v3  f1 c12 v3  n91
| f1 c12 v3  f3 c32 v3  n92
| f3 c32 v3  f1 c01 v3  n93
| f1 c01 v3  f1 c12 v3  n94
| f1 c12 v3  f3 c11 v2  n95
| f3 c11 v2  f1 c12 v3  n96
| f1 c12 v3  f3 c12 v3  n97
| f3 c12 v3  f1 c12 v3  n98
| f1 c12 v3  f3 c12 v3  n99
| f3 c12 v3  f1 c12 v3  n100
| f1 c12 v3  f3 c12 v3  n101
| f3 c12 v3  f1 c62 v3  n102
| f1 c62 v3  f3 c62 v2  n103
| f3 c62 v2  f1 c12 v3  n104
| f1 c12 v3  f3 c12 v3  n105
| f3 c12 v3  f1 c12 v3  n106
| f1 c12 v3  f3 c12 v3  n107
| f3 c12 v3  f1 c12 v2  n108
| f1 c12 v2  f3 c12 v2  n109
| f3 c12 v2  f1 c12 v2  n110
| f1 c12 v2  f3 c12 v3  n111
| f3 c12 v3  f1 c12 v3  n112
| f1 c12 v3  f3 c12 v3  n113
| f3 c12 v3  f3 c42 v3  n114
| f3 c42 v3  f1 c01 v3  n115
| f1 c01 v3  f3 c11 v3  n116
| f3 c11 v3  f1 c12 v3  n117
| f1 c12 v3  f3 c12 v3  n118
| f3 c12 v3  f1 c12 v3  n119
| f1 c12 v3  f3 c12 v2  n120
| f3 c12 v2  f1 c12 v3  n121
| f1 c12 v3  f3 c12 v3  n122
| f3 c12 v3  f1 c12 v3  n123
| f1 c12 v3  f3 c12 v3  n124
| f3 c12 v3  f3 c62 v2  n125
| f3 c62 v2  f1 c62 v2  n126
| f1 c62 v2  f3 c13 v2  n127
| f3 c13 v2  f3 c32 v3  n128
| f3 c32 v3  f3 c32 v3  n129
| f3 c32 v3  f1 c01 v3  n130
| f1 c01 v3  f1 c01 v3  n131
| f1 c01 v3  f3 c12 v3  n132
| f3 c12 v3  f1 c12 v3  n133
| f1 c12 v3  f3 c12 v3  n134
| f3 c12 v3  f1 c12 v3  n135
| f1 c12 v3  f3 c12 v3  n136
| f3 c12 v3  f1 c12 v3  n137
| f1 c12 v3  f3 c11 v2  n138
| f3 c11 v2  f3 c12 v2  n139
| f3 c12 v2  f1 c62 v2  n140
| f1 c62 v2  f3 c12 v3  n141
| f3 c12 v3  f1 c12 v2  n142
| f1 c12 v2  f3 c12 v2  n143
| f3 c12 v2  f1 c62 v2  n144
| f1 c62 v2  f3 c12 v3  n145
| f3 c12 v3  f1 c12 v3  n146
| f1 c12 v3  f3 c12 v3  n147
| f3 c12 v3  f1 c11 v3  n148
| f1 c11 v3  f3 c11 v3  n149
| f3 c11 v3  f3 c12 v3  n150
| f3 c12 v3  f1 c62 v2  n151
| f1 c62 v2  f3 c11 v2  n152
| f3 c11 v2  f1 c62 v2  n153
| f1 c62 v2  f1 c12 v2  n154
| f1 c12 v2  f3 c12 v3  n155
| f3 c12 v3  f1 c62 v2  n156
| f1 c62 v2  f3 c62 v2  n157
| f3 c62 v2  f3 c22 v2  n158
| f3 c22 v2  f1 c62 v2  n159
| f1 c62 v2  f3 c12 v3  n160
| f3 c12 v3  f1 c12 v3  n161
| f1 c12 v3  f3 c12 v3  n162
| f3 c12 v3  f1 c12 v2  n163
| f1 c12 v2  f9 c99 v9  n164
|
| f9 c99 v9  f1 c62 v2  n165
| f1 c62 v2  f3 c12 v3  n166
| f3 c12 v3  f1 c12 v2  n167
| f1 c12 v2  f3 c13 v4  n168
| f3 c13 v4  f3 c12 v3  n169
| f3 c12 v3  f1 c62 v2  n170
| f1 c62 v2  f3 c32 v3  n171
| f3 c32 v3  f1 c01 v3  n172
| f1 c01 v3  f1 c12 v3  n173
| f1 c12 v3  f3 c12 v3  n174
| f3 c12 v3  f9 c99 v9  n175
| Family Interaction Analysis
| Abbreviated Dataset 1
| Numbered Episodes
|
| 9 99 9     0   f9 c99 v9 n0
|
| 3 12 3     5   f3 c12 v3 n1
| 1 12 3     8   f1 c12 v3 n2
| 3 42 3    10   f3 c42 v3 n3
| 3 32 3    18   f3 c32 v3 n4
| 1 01 3    19   f1 c01 v3 n5
| 1 42 3    22   f1 c42 v3 n6
| 3 01 3    24   f3 c01 v3 n7
| 9 99 9    29   f9 c99 v9 n8
|
| 3 11 3    40   f3 c11 v3 n9
| 1 12 3    43   f1 c12 v3 n10
| 3 12 2    46   f3 c12 v2 n11
| 1 12 2    51   f1 c12 v2 n12
| 3 12 3    54   f3 c12 v3 n13
| 1 12 2    56   f1 c12 v2 n14
| 9 99 9    61   f9 c99 v9 n15
|
| 1 12 3    68   f1 c12 v3 n16
| 3 62 3    70   f3 c62 v3 n17
| 3 32 3    73   f3 c32 v3 n18
| 1 62 2    74   f1 c62 v2 n19
| 3 32 3    77   f3 c32 v3 n20
| 1 62 2    78   f1 c62 v2 n21
| 3 13 2    82   f3 c13 v2 n22
| 9 99 9    91   f9 c99 v9 n23
|
| 1 12 3    94   f1 c12 v3 n24
| 3 12 3    96   f3 c12 v3 n25
| 9 99 9   101   f9 c99 v9 n26
|
| 3 11 2   103   f3 c11 v2 n27
| 1 12 2   106   f1 c12 v2 n28
| 3 12 3   108   f3 c12 v3 n29
| 1 12 2   109   f1 c12 v2 n30
| 3 62 2   112   f3 c62 v2 n31
| 1 62 2   115   f1 c62 v2 n32
| 1 12 2   120   f1 c12 v2 n33
| 3 12 2   122   f3 c12 v2 n34
| 1 12 2   127   f1 c12 v2 n35
| 1 62 2   131   f1 c62 v2 n36
| 1 12 2   136   f1 c12 v2 n37
| 1 62 2   138   f1 c62 v2 n38
| 3 12 3   143   f3 c12 v3 n39
| 1 12 2   148   f1 c12 v2 n40
| 1 62 2   155   f1 c62 v2 n41
| 3 12 2   160   f3 c12 v2 n42
| 1 62 2   168   f1 c62 v2 n43
| 3 12 3   170   f3 c12 v3 n44
| 3 32 3   175   f3 c32 v3 n45
| 1 01 3   177   f1 c01 v3 n46
| 3 51 3   184   f3 c51 v3 n47
| 3 12 3   187   f3 c12 v3 n48
| 3 01 3   189   f3 c01 v3 n49
| 1 12 3   192   f1 c12 v3 n50
| 3 12 3   194   f3 c12 v3 n51
| 1 12 3   197   f1 c12 v3 n52
| 3 12 3   200   f3 c12 v3 n53
| 1 12 2   202   f1 c12 v2 n54
| 1 62 2   205   f1 c62 v2 n55
| 9 99 9   211   f9 c99 v9 n56
|
| 1 12 2   214   f1 c12 v2 n57
| 3 12 3   218   f3 c12 v3 n58
| 1 32 3   222   f1 c32 v3 n59
| 3 51 3   225   f3 c51 v3 n60
| 3 12 3   227   f3 c12 v3 n61
| 1 12 3   228   f1 c12 v3 n62
| 3 01 3   230   f3 c01 v3 n63
| 1 12 4   234   f1 c12 v4 n64
| 3 12 2   238   f3 c12 v2 n65
| 3 32 3   241   f3 c32 v3 n66
| 1 01 3   242   f1 c01 v3 n67
| 3 12 3   244   f3 c12 v3 n68
| 1 12 2   245   f1 c12 v2 n69
| 3 12 3   252   f3 c12 v3 n70
| 1 12 3   254   f1 c12 v3 n71
| 3 12 3   256   f3 c12 v3 n72
| 1 62 3   267   f1 c62 v3 n73
| 1 12 2   269   f1 c12 v2 n74
| 1 12 1   278   f1 c12 v1 n75
| 3 42 3   282   f3 c42 v3 n76
| 1 01 3   287   f1 c01 v3 n77
| 3 12 3   289   f3 c12 v3 n78
| 1 12 2   291   f1 c12 v2 n79
| 3 12 3   296   f3 c12 v3 n80
| 1 31 3   301   f1 c31 v3 n81
| 3 51 3   305   f3 c51 v3 n82
| 1 12 3   309   f1 c12 v3 n83
| 3 12 3   311   f3 c12 v3 n84
| 1 12 3   313   f1 c12 v3 n85
| 3 12 3   316   f3 c12 v3 n86
| 1 12 3   319   f1 c12 v3 n87
| 3 12 3   322   f3 c12 v3 n88
| 1 12 3   323   f1 c12 v3 n89
| 3 12 3   324   f3 c12 v3 n90
| 1 12 3   326   f1 c12 v3 n91
| 3 32 3   329   f3 c32 v3 n92
| 1 01 3   331   f1 c01 v3 n93
| 1 12 3   333   f1 c12 v3 n94
| 3 11 2   338   f3 c11 v2 n95
| 1 12 3   342   f1 c12 v3 n96
| 3 12 3   344   f3 c12 v3 n97
| 1 12 3   347   f1 c12 v3 n98
| 3 12 3   349   f3 c12 v3 n99
| 1 12 3   351   f1 c12 v3 n100
| 3 12 3   352   f3 c12 v3 n101
| 1 62 3   354   f1 c62 v3 n102
| 3 62 2   356   f3 c62 v2 n103
| 1 12 3   362   f1 c12 v3 n104
| 3 12 3   367   f3 c12 v3 n105
| 1 12 3   370   f1 c12 v3 n106
| 3 12 3   371   f3 c12 v3 n107
| 1 12 2   373   f1 c12 v2 n108
| 3 12 2   378   f3 c12 v2 n109
| 1 12 2   381   f1 c12 v2 n110
| 3 12 3   382   f3 c12 v3 n111
| 1 12 3   389   f1 c12 v3 n112
| 3 12 3   392   f3 c12 v3 n113
| 3 42 3   394   f3 c42 v3 n114
| 1 01 3   396   f1 c01 v3 n115
| 3 11 3   398   f3 c11 v3 n116
| 1 12 3   401   f1 c12 v3 n117
| 3 12 3   403   f3 c12 v3 n118
| 1 12 3   405   f1 c12 v3 n119
| 3 12 2   406   f3 c12 v2 n120
| 1 12 3   409   f1 c12 v3 n121
| 3 12 3   412   f3 c12 v3 n122
| 1 12 3   414   f1 c12 v3 n123
| 3 12 3   416   f3 c12 v3 n124
| 3 62 2   417   f3 c62 v2 n125
| 1 62 2   419   f1 c62 v2 n126
| 3 13 2   422   f3 c13 v2 n127
| 3 32 3   426   f3 c32 v3 n128
| 3 32 3   430   f3 c32 v3 n129
| 1 01 3   431   f1 c01 v3 n130
| 1 01 3   434   f1 c01 v3 n131
| 3 12 3   438   f3 c12 v3 n132
| 1 12 3   439   f1 c12 v3 n133
| 3 12 3   440   f3 c12 v3 n134
| 1 12 3   441   f1 c12 v3 n135
| 3 12 3   443   f3 c12 v3 n136
| 1 12 3   449   f1 c12 v3 n137
| 3 11 2   450   f3 c11 v2 n138
| 3 12 2   455   f3 c12 v2 n139
| 1 62 2   457   f1 c62 v2 n140
| 3 12 3   462   f3 c12 v3 n141
| 1 12 2   463   f1 c12 v2 n142
| 3 12 2   467   f3 c12 v2 n143
| 1 62 2   469   f1 c62 v2 n144
| 3 12 3   473   f3 c12 v3 n145
| 1 12 3   477   f1 c12 v3 n146
| 3 12 3   479   f3 c12 v3 n147
| 1 11 3   490   f1 c11 v3 n148
| 3 11 3   492   f3 c11 v3 n149
| 3 12 3   495   f3 c12 v3 n150
| 1 62 2   514   f1 c62 v2 n151
| 3 11 2   517   f3 c11 v2 n152
| 1 62 2   524   f1 c62 v2 n153
| 1 12 2   527   f1 c12 v2 n154
| 3 12 3   530   f3 c12 v3 n155
| 1 62 2   534   f1 c62 v2 n156
| 3 62 2   537   f3 c62 v2 n157
| 3 22 2   539   f3 c22 v2 n158
| 1 62 2   544   f1 c62 v2 n159
| 3 12 3   547   f3 c12 v3 n160
| 1 12 3   548   f1 c12 v3 n161
| 3 12 3   549   f3 c12 v3 n162
| 1 12 2   553   f1 c12 v2 n163
| 9 99 9   561   f9 c99 v9 n164
|
| 1 62 2   564   f1 c62 v2 n165
| 3 12 3   569   f3 c12 v3 n166
| 1 12 2   575   f1 c12 v2 n167
| 3 13 4   577   f3 c13 v4 n168
| 3 12 3   585   f3 c12 v3 n169
| 1 62 2   589   f1 c62 v2 n170
| 3 32 3   591   f3 c32 v3 n171
| 1 01 3   593   f1 c01 v3 n172
| 1 12 3   595   f1 c12 v3 n173
| 3 12 3   599   f3 c12 v3 n174
| 9 99 9   603   f9 c99 v9 n175
| Family Interaction Analysis
| Abbreviated Dataset 1
| Timed Episodes
|
| 9 99 9     0   f9 c99 v9 t0
|
| 3 12 3     5   f3 c12 v3 t5
| 1 12 3     8   f1 c12 v3 t8
| 3 42 3    10   f3 c42 v3 t10
| 3 32 3    18   f3 c32 v3 t18
| 1 01 3    19   f1 c01 v3 t19
| 1 42 3    22   f1 c42 v3 t22
| 3 01 3    24   f3 c01 v3 t24
| 9 99 9    29   f9 c99 v9 t29
|
| 3 11 3    40   f3 c11 v3 t40
| 1 12 3    43   f1 c12 v3 t43
| 3 12 2    46   f3 c12 v2 t46
| 1 12 2    51   f1 c12 v2 t51
| 3 12 3    54   f3 c12 v3 t54
| 1 12 2    56   f1 c12 v2 t56
| 9 99 9    61   f9 c99 v9 t61
|
| 1 12 3    68   f1 c12 v3 t68
| 3 62 3    70   f3 c62 v3 t70
| 3 32 3    73   f3 c32 v3 t73
| 1 62 2    74   f1 c62 v2 t74
| 3 32 3    77   f3 c32 v3 t77
| 1 62 2    78   f1 c62 v2 t78
| 3 13 2    82   f3 c13 v2 t82
| 9 99 9    91   f9 c99 v9 t91
|
| 1 12 3    94   f1 c12 v3 t94
| 3 12 3    96   f3 c12 v3 t96
| 9 99 9   101   f9 c99 v9 t101
|
| 3 11 2   103   f3 c11 v2 t103
| 1 12 2   106   f1 c12 v2 t106
| 3 12 3   108   f3 c12 v3 t108
| 1 12 2   109   f1 c12 v2 t109
| 3 62 2   112   f3 c62 v2 t112
| 1 62 2   115   f1 c62 v2 t115
| 1 12 2   120   f1 c12 v2 t120
| 3 12 2   122   f3 c12 v2 t122
| 1 12 2   127   f1 c12 v2 t127
| 1 62 2   131   f1 c62 v2 t131
| 1 12 2   136   f1 c12 v2 t136
| 1 62 2   138   f1 c62 v2 t138
| 3 12 3   143   f3 c12 v3 t143
| 1 12 2   148   f1 c12 v2 t148
| 1 62 2   155   f1 c62 v2 t155
| 3 12 2   160   f3 c12 v2 t160
| 1 62 2   168   f1 c62 v2 t168
| 3 12 3   170   f3 c12 v3 t170
| 3 32 3   175   f3 c32 v3 t175
| 1 01 3   177   f1 c01 v3 t177
| 3 51 3   184   f3 c51 v3 t184
| 3 12 3   187   f3 c12 v3 t187
| 3 01 3   189   f3 c01 v3 t189
| 1 12 3   192   f1 c12 v3 t192
| 3 12 3   194   f3 c12 v3 t194
| 1 12 3   197   f1 c12 v3 t197
| 3 12 3   200   f3 c12 v3 t200
| 1 12 2   202   f1 c12 v2 t202
| 1 62 2   205   f1 c62 v2 t205
| 9 99 9   211   f9 c99 v9 t211
|
| 1 12 2   214   f1 c12 v2 t214
| 3 12 3   218   f3 c12 v3 t218
| 1 32 3   222   f1 c32 v3 t222
| 3 51 3   225   f3 c51 v3 t225
| 3 12 3   227   f3 c12 v3 t227
| 1 12 3   228   f1 c12 v3 t228
| 3 01 3   230   f3 c01 v3 t230
| 1 12 4   234   f1 c12 v4 t234
| 3 12 2   238   f3 c12 v2 t238
| 3 32 3   241   f3 c32 v3 t241
| 1 01 3   242   f1 c01 v3 t242
| 3 12 3   244   f3 c12 v3 t244
| 1 12 2   245   f1 c12 v2 t245
| 3 12 3   252   f3 c12 v3 t252
| 1 12 3   254   f1 c12 v3 t254
| 3 12 3   256   f3 c12 v3 t256
| 1 62 3   267   f1 c62 v3 t267
| 1 12 2   269   f1 c12 v2 t269
| 1 12 1   278   f1 c12 v1 t278
| 3 42 3   282   f3 c42 v3 t282
| 1 01 3   287   f1 c01 v3 t287
| 3 12 3   289   f3 c12 v3 t289
| 1 12 2   291   f1 c12 v2 t291
| 3 12 3   296   f3 c12 v3 t296
| 1 31 3   301   f1 c31 v3 t301
| 3 51 3   305   f3 c51 v3 t305
| 1 12 3   309   f1 c12 v3 t309
| 3 12 3   311   f3 c12 v3 t311
| 1 12 3   313   f1 c12 v3 t313
| 3 12 3   316   f3 c12 v3 t316
| 1 12 3   319   f1 c12 v3 t319
| 3 12 3   322   f3 c12 v3 t322
| 1 12 3   323   f1 c12 v3 t323
| 3 12 3   324   f3 c12 v3 t324
| 1 12 3   326   f1 c12 v3 t326
| 3 32 3   329   f3 c32 v3 t329
| 1 01 3   331   f1 c01 v3 t331
| 1 12 3   333   f1 c12 v3 t333
| 3 11 2   338   f3 c11 v2 t338
| 1 12 3   342   f1 c12 v3 t342
| 3 12 3   344   f3 c12 v3 t344
| 1 12 3   347   f1 c12 v3 t347
| 3 12 3   349   f3 c12 v3 t349
| 1 12 3   351   f1 c12 v3 t351
| 3 12 3   352   f3 c12 v3 t352
| 1 62 3   354   f1 c62 v3 t354
| 3 62 2   356   f3 c62 v2 t356
| 1 12 3   362   f1 c12 v3 t362
| 3 12 3   367   f3 c12 v3 t367
| 1 12 3   370   f1 c12 v3 t370
| 3 12 3   371   f3 c12 v3 t371
| 1 12 2   373   f1 c12 v2 t373
| 3 12 2   378   f3 c12 v2 t378
| 1 12 2   381   f1 c12 v2 t381
| 3 12 3   382   f3 c12 v3 t382
| 1 12 3   389   f1 c12 v3 t389
| 3 12 3   392   f3 c12 v3 t392
| 3 42 3   394   f3 c42 v3 t394
| 1 01 3   396   f1 c01 v3 t396
| 3 11 3   398   f3 c11 v3 t398
| 1 12 3   401   f1 c12 v3 t401
| 3 12 3   403   f3 c12 v3 t403
| 1 12 3   405   f1 c12 v3 t405
| 3 12 2   406   f3 c12 v2 t406
| 1 12 3   409   f1 c12 v3 t409
| 3 12 3   412   f3 c12 v3 t412
| 1 12 3   414   f1 c12 v3 t414
| 3 12 3   416   f3 c12 v3 t416
| 3 62 2   417   f3 c62 v2 t417
| 1 62 2   419   f1 c62 v2 t419
| 3 13 2   422   f3 c13 v2 t422
| 3 32 3   426   f3 c32 v3 t426
| 3 32 3   430   f3 c32 v3 t430
| 1 01 3   431   f1 c01 v3 t431
| 1 01 3   434   f1 c01 v3 t434
| 3 12 3   438   f3 c12 v3 t438
| 1 12 3   439   f1 c12 v3 t439
| 3 12 3   440   f3 c12 v3 t440
| 1 12 3   441   f1 c12 v3 t441
| 3 12 3   443   f3 c12 v3 t443
| 1 12 3   449   f1 c12 v3 t449
| 3 11 2   450   f3 c11 v2 t450
| 3 12 2   455   f3 c12 v2 t455
| 1 62 2   457   f1 c62 v2 t457
| 3 12 3   462   f3 c12 v3 t462
| 1 12 2   463   f1 c12 v2 t463
| 3 12 2   467   f3 c12 v2 t467
| 1 62 2   469   f1 c62 v2 t469
| 3 12 3   473   f3 c12 v3 t473
| 1 12 3   477   f1 c12 v3 t477
| 3 12 3   479   f3 c12 v3 t479
| 1 11 3   490   f1 c11 v3 t490
| 3 11 3   492   f3 c11 v3 t492
| 3 12 3   495   f3 c12 v3 t495
| 1 62 2   514   f1 c62 v2 t514
| 3 11 2   517   f3 c11 v2 t517
| 1 62 2   524   f1 c62 v2 t524
| 1 12 2   527   f1 c12 v2 t527
| 3 12 3   530   f3 c12 v3 t530
| 1 62 2   534   f1 c62 v2 t534
| 3 62 2   537   f3 c62 v2 t537
| 3 22 2   539   f3 c22 v2 t539
| 1 62 2   544   f1 c62 v2 t544
| 3 12 3   547   f3 c12 v3 t547
| 1 12 3   548   f1 c12 v3 t548
| 3 12 3   549   f3 c12 v3 t549
| 1 12 2   553   f1 c12 v2 t553
| 9 99 9   561   f9 c99 v9 t561
|
| 1 62 2   564   f1 c62 v2 t564
| 3 12 3   569   f3 c12 v3 t569
| 1 12 2   575   f1 c12 v2 t575
| 3 13 4   577   f3 c13 v4 t577
| 3 12 3   585   f3 c12 v3 t585
| 1 62 2   589   f1 c62 v2 t589
| 3 32 3   591   f3 c32 v3 t591
| 1 01 3   593   f1 c01 v3 t593
| 1 12 3   595   f1 c12 v3 t595
| 3 12 3   599   f3 c12 v3 t599
| 9 99 9   603   f9 c99 v9 t603

Family Interaction Study • Outputs

FIT1.SUM

 from                                       175        1.00        0.000
  j1_f3_mother                               85        0.49        0.506
   j2_c1_conversation                        61        0.72        0.344
    j3_q2_neutral                            51        0.84        0.216
     j4_v3_neutral_affect                    43        0.84        0.208
      to                                     43        1.00        0.000
       k1_f1_child                           37        0.86        0.187
        k2_c1_conversation                   30        0.81        0.245
         k3_q2_neutral                       29        0.97        0.047
          k4_v3_neutral_affect               19        0.66        0.400
           at                                19        1.00        0.000
            n2                                1        0.05        0.224
             *                                1        1.00        0.000
            n52                               1        0.05        0.224
             *                                1        1.00        0.000
            n62                               1        0.05        0.224
             *                                1        1.00        0.000
            n71                               1        0.05        0.224
             *                                1        1.00        0.000
            n85                               1        0.05        0.224
             *                                1        1.00        0.000
            n87                               1        0.05        0.224
             *                                1        1.00        0.000
            n89                               1        0.05        0.224
             *                                1        1.00        0.000
            n91                               1        0.05        0.224
             *                                1        1.00        0.000
            n98                               1        0.05        0.224
             *                                1        1.00        0.000
            n100                              1        0.05        0.224
             *                                1        1.00        0.000
            n106                              1        0.05        0.224
             *                                1        1.00        0.000
            n112                              1        0.05        0.224
             *                                1        1.00        0.000
            n119                              1        0.05        0.224
             *                                1        1.00        0.000
            n123                              1        0.05        0.224
             *                                1        1.00        0.000
            n133                              1        0.05        0.224
             *                                1        1.00        0.000
            n135                              1        0.05        0.224
             *                                1        1.00        0.000
            n137                              1        0.05        0.224
             *                                1        1.00        0.000
            n146                              1        0.05        0.224
             *                                1        1.00        0.000
            n161                              1        0.05        0.224
             *                                1        1.00        0.000
          k4_v2_positive_affect              10        0.34        0.530
           at                                10        1.00        0.000
            n14                               1        0.10        0.332
             *                                1        1.00        0.000
            n30                               1        0.10        0.332
             *                                1        1.00        0.000
            n40                               1        0.10        0.332
             *                                1        1.00        0.000
            n54                               1        0.10        0.332
             *                                1        1.00        0.000
            n69                               1        0.10        0.332
             *                                1        1.00        0.000
            n79                               1        0.10        0.332
             *                                1        1.00        0.000
            n108                              1        0.10        0.332
             *                                1        1.00        0.000
            n142                              1        0.10        0.332
             *                                1        1.00        0.000
            n163                              1        0.10        0.332
             *                                1        1.00        0.000
            n167                              1        0.10        0.332
             *                                1        1.00        0.000
         k3_q1_positive                       1        0.03        0.164
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n148                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c3_clear_directive                 2        0.05        0.228
         k3_q2_neutral                        1        0.50        0.500
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n59                               1        1.00        0.000
             *                                1        1.00        0.000
         k3_q1_positive                       1        0.50        0.500
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n81                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  5        0.14        0.390
         k3_q2_neutral                        5        1.00        0.000
          k4_v2_positive_affect               3        0.60        0.442
           at                                 3        1.00        0.000
            n151                              1        0.33        0.528
             *                                1        1.00        0.000
            n156                              1        0.33        0.528
             *                                1        1.00        0.000
            n170                              1        0.33        0.528
             *                                1        1.00        0.000
          k4_v3_neutral_affect                2        0.40        0.529
           at                                 2        1.00        0.000
            n73                               1        0.50        0.500
             *                                1        1.00        0.000
            n102                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f#_null_value                       2        0.05        0.206
        k2_c#_null_value                      2        1.00        0.000
         k3_q#_null_value                     2        1.00        0.000
          k4_v#_null_value                    2        1.00        0.000
           at                                 2        1.00        0.000
            n26                               1        0.50        0.500
             *                                1        1.00        0.000
            n175                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f3_mother                           4        0.09        0.319
        k2_c3_clear_directive                 1        0.25        0.500
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n45                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c0_compliance_behavior             1        0.25        0.500
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n49                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c4_ambiguous_directive             1        0.25        0.500
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n114                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.25        0.500
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n125                              1        1.00        0.000
             *                                1        1.00        0.000
     j4_v2_positive_affect                    8        0.16        0.419
      to                                      8        1.00        0.000
       k1_f1_child                            7        0.88        0.169
        k2_c1_conversation                    4        0.57        0.461
         k3_q2_neutral                        4        1.00        0.000
          k4_v2_positive_affect               3        0.75        0.311
           at                                 3        1.00        0.000
            n12                               1        0.33        0.528
             *                                1        1.00        0.000
            n35                               1        0.33        0.528
             *                                1        1.00        0.000
            n110                              1        0.33        0.528
             *                                1        1.00        0.000
          k4_v3_neutral_affect                1        0.25        0.500
           at                                 1        1.00        0.000
            n121                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  3        0.43        0.524
         k3_q2_neutral                        3        1.00        0.000
          k4_v2_positive_affect               3        1.00        0.000
           at                                 3        1.00        0.000
            n43                               1        0.33        0.528
             *                                1        1.00        0.000
            n140                              1        0.33        0.528
             *                                1        1.00        0.000
            n144                              1        0.33        0.528
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.13        0.375
        k2_c3_clear_directive                 1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n66                               1        1.00        0.000
             *                                1        1.00        0.000
    j3_q1_positive                            7        0.11        0.358
     j4_v2_positive_affect                    4        0.57        0.461
      to                                      4        1.00        0.000
       k1_f1_child                            3        0.75        0.311
        k2_c1_conversation                    2        0.67        0.390
         k3_q2_neutral                        2        1.00        0.000
          k4_v2_positive_affect               1        0.50        0.500
           at                                 1        1.00        0.000
            n28                               1        1.00        0.000
             *                                1        1.00        0.000
          k4_v3_neutral_affect                1        0.50        0.500
           at                                 1        1.00        0.000
            n96                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.33        0.528
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n153                              1        1.00        0.000
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.25        0.500
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n139                              1        1.00        0.000
             *                                1        1.00        0.000
     j4_v3_neutral_affect                     3        0.43        0.524
      to                                      3        1.00        0.000
       k1_f1_child                            2        0.67        0.390
        k2_c1_conversation                    2        1.00        0.000
         k3_q2_neutral                        2        1.00        0.000
          k4_v3_neutral_affect                2        1.00        0.000
           at                                 2        1.00        0.000
            n10                               1        0.50        0.500
             *                                1        1.00        0.000
            n117                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.33        0.528
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n150                              1        1.00        0.000
             *                                1        1.00        0.000
    j3_q3_negative                            3        0.05        0.214
     j4_v2_positive_affect                    2        0.67        0.390
      to                                      2        1.00        0.000
       k1_f#_null_value                       1        0.50        0.500
        k2_c#_null_value                      1        1.00        0.000
         k3_q#_null_value                     1        1.00        0.000
          k4_v#_null_value                    1        1.00        0.000
           at                                 1        1.00        0.000
            n23                               1        1.00        0.000
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.50        0.500
        k2_c3_clear_directive                 1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n128                              1        1.00        0.000
             *                                1        1.00        0.000
     j4_v4_negative_affect                    1        0.33        0.528
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n169                              1        1.00        0.000
             *                                1        1.00        0.000
   j2_c4_ambiguous_directive                  3        0.04        0.170
    j3_q2_neutral                             3        1.00        0.000
     j4_v3_neutral_affect                     3        1.00        0.000
      to                                      3        1.00        0.000
       k1_f1_child                            2        0.67        0.390
        k2_c0_compliance_behavior             2        1.00        0.000
         k3_q1_positive                       2        1.00        0.000
          k4_v3_neutral_affect                2        1.00        0.000
           at                                 2        1.00        0.000
            n77                               1        0.50        0.500
             *                                1        1.00        0.000
            n115                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.33        0.528
        k2_c3_clear_directive                 1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n4                                1        1.00        0.000
             *                                1        1.00        0.000
   j2_c3_clear_directive                      9        0.11        0.343
    j3_q2_neutral                             9        1.00        0.000
     j4_v3_neutral_affect                     9        1.00        0.000
      to                                      9        1.00        0.000
       k1_f1_child                            8        0.89        0.151
        k2_c0_compliance_behavior             6        0.75        0.311
         k3_q1_positive                       6        1.00        0.000
          k4_v3_neutral_affect                6        1.00        0.000
           at                                 6        1.00        0.000
            n5                                1        0.17        0.431
             *                                1        1.00        0.000
            n46                               1        0.17        0.431
             *                                1        1.00        0.000
            n67                               1        0.17        0.431
             *                                1        1.00        0.000
            n93                               1        0.17        0.431
             *                                1        1.00        0.000
            n130                              1        0.17        0.431
             *                                1        1.00        0.000
            n172                              1        0.17        0.431
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  2        0.25        0.500
         k3_q2_neutral                        2        1.00        0.000
          k4_v2_positive_affect               2        1.00        0.000
           at                                 2        1.00        0.000
            n19                               1        0.50        0.500
             *                                1        1.00        0.000
            n21                               1        0.50        0.500
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.11        0.352
        k2_c3_clear_directive                 1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n129                              1        1.00        0.000
             *                                1        1.00        0.000
   j2_c0_compliance_behavior                  3        0.04        0.170
    j3_q1_positive                            3        1.00        0.000
     j4_v3_neutral_affect                     3        1.00        0.000
      to                                      3        1.00        0.000
       k1_f1_child                            2        0.67        0.390
        k2_c1_conversation                    2        1.00        0.000
         k3_q2_neutral                        2        1.00        0.000
          k4_v3_neutral_affect                1        0.50        0.500
           at                                 1        1.00        0.000
            n50                               1        1.00        0.000
             *                                1        1.00        0.000
          k4_v4_negative_affect               1        0.50        0.500
           at                                 1        1.00        0.000
            n64                               1        1.00        0.000
             *                                1        1.00        0.000
       k1_f#_null_value                       1        0.33        0.528
        k2_c#_null_value                      1        1.00        0.000
         k3_q#_null_value                     1        1.00        0.000
          k4_v#_null_value                    1        1.00        0.000
           at                                 1        1.00        0.000
            n8                                1        1.00        0.000
             *                                1        1.00        0.000
   j2_c6_vocal_behavior                       5        0.06        0.240
    j3_q2_neutral                             5        1.00        0.000
     j4_v2_positive_affect                    4        0.80        0.258
      to                                      4        1.00        0.000
       k1_f1_child                            3        0.75        0.311
        k2_c6_vocal_behavior                  2        0.67        0.390
         k3_q2_neutral                        2        1.00        0.000
          k4_v2_positive_affect               2        1.00        0.000
           at                                 2        1.00        0.000
            n32                               1        0.50        0.500
             *                                1        1.00        0.000
            n126                              1        0.50        0.500
             *                                1        1.00        0.000
        k2_c1_conversation                    1        0.33        0.528
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n104                              1        1.00        0.000
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.25        0.500
        k2_c2_affiliate/distance              1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n158                              1        1.00        0.000
             *                                1        1.00        0.000
     j4_v3_neutral_affect                     1        0.20        0.464
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c3_clear_directive                 1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n18                               1        1.00        0.000
             *                                1        1.00        0.000
   j2_c5_response_to_directive                3        0.04        0.170
    j3_q1_positive                            3        1.00        0.000
     j4_v3_neutral_affect                     3        1.00        0.000
      to                                      3        1.00        0.000
       k1_f3_mother                           2        0.67        0.390
        k2_c1_conversation                    2        1.00        0.000
         k3_q2_neutral                        2        1.00        0.000
          k4_v3_neutral_affect                2        1.00        0.000
           at                                 2        1.00        0.000
            n48                               1        0.50        0.500
             *                                1        1.00        0.000
            n61                               1        0.50        0.500
             *                                1        1.00        0.000
       k1_f1_child                            1        0.33        0.528
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n83                               1        1.00        0.000
             *                                1        1.00        0.000
   j2_c2_affiliate/distance                   1        0.01        0.075
    j3_q2_neutral                             1        1.00        0.000
     j4_v2_positive_affect                    1        1.00        0.000
      to                                      1        1.00        0.000
       k1_f1_child                            1        1.00        0.000
        k2_c6_vocal_behavior                  1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n159                              1        1.00        0.000
             *                                1        1.00        0.000
  j1_f1_child                                83        0.47        0.510
   j2_c1_conversation                        52        0.63        0.423
    j3_q2_neutral                            51        0.98        0.027
     j4_v3_neutral_affect                    30        0.59        0.450
      to                                     30        1.00        0.000
       k1_f3_mother                          30        1.00        0.000
        k2_c1_conversation                   26        0.87        0.179
         k3_q2_neutral                       24        0.92        0.107
          k4_v3_neutral_affect               22        0.92        0.115
           at                                22        1.00        0.000
            n25                               1        0.05        0.203
             *                                1        1.00        0.000
            n51                               1        0.05        0.203
             *                                1        1.00        0.000
            n53                               1        0.05        0.203
             *                                1        1.00        0.000
            n72                               1        0.05        0.203
             *                                1        1.00        0.000
            n84                               1        0.05        0.203
             *                                1        1.00        0.000
            n86                               1        0.05        0.203
             *                                1        1.00        0.000
            n88                               1        0.05        0.203
             *                                1        1.00        0.000
            n90                               1        0.05        0.203
             *                                1        1.00        0.000
            n97                               1        0.05        0.203
             *                                1        1.00        0.000
            n99                               1        0.05        0.203
             *                                1        1.00        0.000
            n101                              1        0.05        0.203
             *                                1        1.00        0.000
            n105                              1        0.05        0.203
             *                                1        1.00        0.000
            n107                              1        0.05        0.203
             *                                1        1.00        0.000
            n113                              1        0.05        0.203
             *                                1        1.00        0.000
            n118                              1        0.05        0.203
             *                                1        1.00        0.000
            n122                              1        0.05        0.203
             *                                1        1.00        0.000
            n124                              1        0.05        0.203
             *                                1        1.00        0.000
            n134                              1        0.05        0.203
             *                                1        1.00        0.000
            n136                              1        0.05        0.203
             *                                1        1.00        0.000
            n147                              1        0.05        0.203
             *                                1        1.00        0.000
            n162                              1        0.05        0.203
             *                                1        1.00        0.000
            n174                              1        0.05        0.203
             *                                1        1.00        0.000
          k4_v2_positive_affect               2        0.08        0.299
           at                                 2        1.00        0.000
            n11                               1        0.50        0.500
             *                                1        1.00        0.000
            n120                              1        0.50        0.500
             *                                1        1.00        0.000
         k3_q1_positive                       2        0.08        0.285
          k4_v2_positive_affect               2        1.00        0.000
           at                                 2        1.00        0.000
            n95                               1        0.50        0.500
             *                                1        1.00        0.000
            n138                              1        0.50        0.500
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.03        0.164
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n17                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c0_compliance_behavior             1        0.03        0.164
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n63                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c3_clear_directive                 1        0.03        0.164
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n92                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c4_ambiguous_directive             1        0.03        0.164
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n3                                1        1.00        0.000
             *                                1        1.00        0.000
     j4_v2_positive_affect                   19        0.37        0.531
      to                                     19        1.00        0.000
       k1_f3_mother                          12        0.63        0.419
        k2_c1_conversation                   11        0.92        0.115
         k3_q2_neutral                       10        0.91        0.125
          k4_v3_neutral_affect                7        0.70        0.360
           at                                 7        1.00        0.000
            n13                               1        0.14        0.401
             *                                1        1.00        0.000
            n29                               1        0.14        0.401
             *                                1        1.00        0.000
            n58                               1        0.14        0.401
             *                                1        1.00        0.000
            n70                               1        0.14        0.401
             *                                1        1.00        0.000
            n80                               1        0.14        0.401
             *                                1        1.00        0.000
            n111                              1        0.14        0.401
             *                                1        1.00        0.000
            n155                              1        0.14        0.401
             *                                1        1.00        0.000
          k4_v2_positive_affect               3        0.30        0.521
           at                                 3        1.00        0.000
            n34                               1        0.33        0.528
             *                                1        1.00        0.000
            n109                              1        0.33        0.528
             *                                1        1.00        0.000
            n143                              1        0.33        0.528
             *                                1        1.00        0.000
         k3_q3_negative                       1        0.09        0.314
          k4_v4_negative_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n168                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.08        0.299
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n31                               1        1.00        0.000
             *                                1        1.00        0.000
       k1_f#_null_value                       2        0.11        0.342
        k2_c#_null_value                      2        1.00        0.000
         k3_q#_null_value                     2        1.00        0.000
          k4_v#_null_value                    2        1.00        0.000
           at                                 2        1.00        0.000
            n15                               1        0.50        0.500
             *                                1        1.00        0.000
            n164                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f1_child                            5        0.26        0.507
        k2_c6_vocal_behavior                  4        0.80        0.258
         k3_q2_neutral                        4        1.00        0.000
          k4_v2_positive_affect               4        1.00        0.000
           at                                 4        1.00        0.000
            n36                               1        0.25        0.500
             *                                1        1.00        0.000
            n38                               1        0.25        0.500
             *                                1        1.00        0.000
            n41                               1        0.25        0.500
             *                                1        1.00        0.000
            n55                               1        0.25        0.500
             *                                1        1.00        0.000
        k2_c1_conversation                    1        0.20        0.464
         k3_q2_neutral                        1        1.00        0.000
          k4_v1_exuberant_affect              1        1.00        0.000
           at                                 1        1.00        0.000
            n75                               1        1.00        0.000
             *                                1        1.00        0.000
     j4_v4_negative_affect                    1        0.02        0.111
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n65                               1        1.00        0.000
             *                                1        1.00        0.000
     j4_v1_exuberant_affect                   1        0.02        0.111
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c4_ambiguous_directive             1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n76                               1        1.00        0.000
             *                                1        1.00        0.000
    j3_q1_positive                            1        0.02        0.110
     j4_v3_neutral_affect                     1        1.00        0.000
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c1_conversation                    1        1.00        0.000
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n149                              1        1.00        0.000
             *                                1        1.00        0.000
   j2_c0_compliance_behavior                  9        0.11        0.348
    j3_q1_positive                            9        1.00        0.000
     j4_v3_neutral_affect                     9        1.00        0.000
      to                                      9        1.00        0.000
       k1_f3_mother                           5        0.56        0.471
        k2_c1_conversation                    4        0.80        0.258
         k3_q2_neutral                        3        0.75        0.311
          k4_v3_neutral_affect                3        1.00        0.000
           at                                 3        1.00        0.000
            n68                               1        0.33        0.528
             *                                1        1.00        0.000
            n78                               1        0.33        0.528
             *                                1        1.00        0.000
            n132                              1        0.33        0.528
             *                                1        1.00        0.000
         k3_q1_positive                       1        0.25        0.500
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n116                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c5_response_to_directive           1        0.20        0.464
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n47                               1        1.00        0.000
             *                                1        1.00        0.000
       k1_f1_child                            4        0.44        0.520
        k2_c1_conversation                    2        0.50        0.500
         k3_q2_neutral                        2        1.00        0.000
          k4_v3_neutral_affect                2        1.00        0.000
           at                                 2        1.00        0.000
            n94                               1        0.50        0.500
             *                                1        1.00        0.000
            n173                              1        0.50        0.500
             *                                1        1.00        0.000
        k2_c0_compliance_behavior             1        0.25        0.500
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n131                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c4_ambiguous_directive             1        0.25        0.500
         k3_q2_neutral                        1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n6                                1        1.00        0.000
             *                                1        1.00        0.000
   j2_c4_ambiguous_directive                  1        0.01        0.077
    j3_q2_neutral                             1        1.00        0.000
     j4_v3_neutral_affect                     1        1.00        0.000
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c0_compliance_behavior             1        1.00        0.000
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n7                                1        1.00        0.000
             *                                1        1.00        0.000
   j2_c6_vocal_behavior                      19        0.23        0.487
    j3_q2_neutral                            19        1.00        0.000
     j4_v2_positive_affect                   17        0.89        0.144
      to                                     17        1.00        0.000
       k1_f3_mother                          13        0.76        0.296
        k2_c1_conversation                   10        0.77        0.291
         k3_q2_neutral                        7        0.70        0.360
          k4_v3_neutral_affect                6        0.86        0.191
           at                                 6        1.00        0.000
            n39                               1        0.17        0.431
             *                                1        1.00        0.000
            n44                               1        0.17        0.431
             *                                1        1.00        0.000
            n141                              1        0.17        0.431
             *                                1        1.00        0.000
            n145                              1        0.17        0.431
             *                                1        1.00        0.000
            n160                              1        0.17        0.431
             *                                1        1.00        0.000
            n166                              1        0.17        0.431
             *                                1        1.00        0.000
          k4_v2_positive_affect               1        0.14        0.401
           at                                 1        1.00        0.000
            n42                               1        1.00        0.000
             *                                1        1.00        0.000
         k3_q1_positive                       1        0.10        0.332
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n152                              1        1.00        0.000
             *                                1        1.00        0.000
         k3_q3_negative                       2        0.20        0.464
          k4_v2_positive_affect               2        1.00        0.000
           at                                 2        1.00        0.000
            n22                               1        0.50        0.500
             *                                1        1.00        0.000
            n127                              1        0.50        0.500
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.08        0.285
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n157                              1        1.00        0.000
             *                                1        1.00        0.000
        k2_c3_clear_directive                 2        0.15        0.415
         k3_q2_neutral                        2        1.00        0.000
          k4_v3_neutral_affect                2        1.00        0.000
           at                                 2        1.00        0.000
            n20                               1        0.50        0.500
             *                                1        1.00        0.000
            n171                              1        0.50        0.500
             *                                1        1.00        0.000
       k1_f1_child                            3        0.18        0.442
        k2_c1_conversation                    3        1.00        0.000
         k3_q2_neutral                        3        1.00        0.000
          k4_v2_positive_affect               3        1.00        0.000
           at                                 3        1.00        0.000
            n33                               1        0.33        0.528
             *                                1        1.00        0.000
            n37                               1        0.33        0.528
             *                                1        1.00        0.000
            n154                              1        0.33        0.528
             *                                1        1.00        0.000
       k1_f#_null_value                       1        0.06        0.240
        k2_c#_null_value                      1        1.00        0.000
         k3_q#_null_value                     1        1.00        0.000
          k4_v#_null_value                    1        1.00        0.000
           at                                 1        1.00        0.000
            n56                               1        1.00        0.000
             *                                1        1.00        0.000
     j4_v3_neutral_affect                     2        0.11        0.342
      to                                      2        1.00        0.000
       k1_f1_child                            1        0.50        0.500
        k2_c1_conversation                    1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n74                               1        1.00        0.000
             *                                1        1.00        0.000
       k1_f3_mother                           1        0.50        0.500
        k2_c6_vocal_behavior                  1        1.00        0.000
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n103                              1        1.00        0.000
             *                                1        1.00        0.000
   j2_c3_clear_directive                      2        0.02        0.130
    j3_q2_neutral                             1        0.50        0.500
     j4_v3_neutral_affect                     1        1.00        0.000
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c5_response_to_directive           1        1.00        0.000
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n60                               1        1.00        0.000
             *                                1        1.00        0.000
    j3_q1_positive                            1        0.50        0.500
     j4_v3_neutral_affect                     1        1.00        0.000
      to                                      1        1.00        0.000
       k1_f3_mother                           1        1.00        0.000
        k2_c5_response_to_directive           1        1.00        0.000
         k3_q1_positive                       1        1.00        0.000
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n82                               1        1.00        0.000
             *                                1        1.00        0.000
  j1_f#_null_value                            7        0.04        0.186
   j2_c#_null_value                           7        1.00        0.000
    j3_q#_null_value                          7        1.00        0.000
     j4_v#_null_value                         7        1.00        0.000
      to                                      7        1.00        0.000
       k1_f1_child                            4        0.57        0.461
        k2_c1_conversation                    3        0.75        0.311
         k3_q2_neutral                        3        1.00        0.000
          k4_v3_neutral_affect                2        0.67        0.390
           at                                 2        1.00        0.000
            n16                               1        0.50        0.500
             *                                1        1.00        0.000
            n24                               1        0.50        0.500
             *                                1        1.00        0.000
          k4_v2_positive_affect               1        0.33        0.528
           at                                 1        1.00        0.000
            n57                               1        1.00        0.000
             *                                1        1.00        0.000
        k2_c6_vocal_behavior                  1        0.25        0.500
         k3_q2_neutral                        1        1.00        0.000
          k4_v2_positive_affect               1        1.00        0.000
           at                                 1        1.00        0.000
            n165                              1        1.00        0.000
             *                                1        1.00        0.000
       k1_f3_mother                           3        0.43        0.524
        k2_c1_conversation                    3        1.00        0.000
         k3_q1_positive                       2        0.67        0.390
          k4_v3_neutral_affect                1        0.50        0.500
           at                                 1        1.00        0.000
            n9                                1        1.00        0.000
             *                                1        1.00        0.000
          k4_v2_positive_affect               1        0.50        0.500
           at                                 1        1.00        0.000
            n27                               1        1.00        0.000
             *                                1        1.00        0.000
         k3_q2_neutral                        1        0.33        0.528
          k4_v3_neutral_affect                1        1.00        0.000
           at                                 1        1.00        0.000
            n1                                1        1.00        0.000
             *                                1        1.00        0.000

Document History

2003 • Inquiry List • Sequential Interactions Generating Hypotheses

  1. http://web.archive.org/web/20040906141818/http://stderr.org/pipermail/inquiry/2003-August/000753.html
  2. http://web.archive.org/web/20040906141758/http://stderr.org/pipermail/inquiry/2003-August/000754.html
  3. http://web.archive.org/web/20040906141706/http://stderr.org/pipermail/inquiry/2003-August/000755.html
  4. http://web.archive.org/web/20040906141842/http://stderr.org/pipermail/inquiry/2003-August/000763.html
  5. http://web.archive.org/web/20040906141742/http://stderr.org/pipermail/inquiry/2003-August/000764.html
  6. http://web.archive.org/web/20040906141701/http://stderr.org/pipermail/inquiry/2003-August/000765.html
  7. http://web.archive.org/web/20040906141745/http://stderr.org/pipermail/inquiry/2003-August/000766.html
  8. http://web.archive.org/web/20040907185539/http://stderr.org/pipermail/inquiry/2003-August/000767.html
  9. http://web.archive.org/web/20040907185559/http://stderr.org/pipermail/inquiry/2003-August/000768.html
  10. http://web.archive.org/web/20040907185627/http://stderr.org/pipermail/inquiry/2003-August/000769.html
  11. http://web.archive.org/web/20040907185620/http://stderr.org/pipermail/inquiry/2003-August/000770.html
  12. http://web.archive.org/web/20040907185456/http://stderr.org/pipermail/inquiry/2003-August/000771.html
  13. http://web.archive.org/web/20040907185500/http://stderr.org/pipermail/inquiry/2003-August/000772.html
  14. http://web.archive.org/web/20061014001124/http://stderr.org/pipermail/inquiry/2003-September/000778.html

2003 • Ontology List • Sequential Interactions Generating Hypotheses

  1. http://web.archive.org/web/20070307044513/http://suo.ieee.org/ontology/msg05003.html
  2. http://web.archive.org/web/20070313230835/http://suo.ieee.org/ontology/msg05004.html
  3. http://web.archive.org/web/20070306151612/http://suo.ieee.org/ontology/msg05005.html
  4. http://web.archive.org/web/20070313230845/http://suo.ieee.org/ontology/msg05013.html
  5. http://web.archive.org/web/20070313230856/http://suo.ieee.org/ontology/msg05014.html
  6. http://web.archive.org/web/20070313230905/http://suo.ieee.org/ontology/msg05015.html
  7. http://web.archive.org/web/20070313230915/http://suo.ieee.org/ontology/msg05016.html
  8. http://web.archive.org/web/20070313230925/http://suo.ieee.org/ontology/msg05017.html
  9. http://web.archive.org/web/20070313230936/http://suo.ieee.org/ontology/msg05018.html
  10. http://web.archive.org/web/20070308214231/http://suo.ieee.org/ontology/msg05020.html
  11. http://web.archive.org/web/20070310141005/http://suo.ieee.org/ontology/msg05021.html
  12. http://web.archive.org/web/20070313230946/http://suo.ieee.org/ontology/msg05022.html
  13. http://web.archive.org/web/20070307044524/http://suo.ieee.org/ontology/msg05023.html
  14. http://web.archive.org/web/20070307044535/http://suo.ieee.org/ontology/msg05025.html