YouTube Clustering-based Group Profiles:
Example 10 Derived Profiles

Each YouTube Group Profile includes:
  • The Job Interview-related Concepts frequently used in the comments the user group
  • The Gender Distribution of the group members
  • The Age Distribution of the group members
  • The Countries that most of the group members reside in
  • Total number of comment authors in all the YouTube groups: 398 authors




    Group 1

    Number of Comment Authors in Group: 47 (11.81%)

    Frequently used Job Interview Concepts

    able cheap common couple day education end lady language man office resume sense sound student voice words work wrong yeah

    Group Gender Distribution

    • Female: 9 authors (19.15%)

    • Male: 31 authors (65.96%)

    • Unknown: 7 authors (14.89%)

    Group Age Distribution (years)

    • Between 16 and 21: 4 authors (8.51%)

    • Between 22 and 27: 15 authors (31.91%)

    • Between 28 and 33: 7 authors (14.89%)

    • Between 34 and 39: 4 authors (8.51%)

    • Between 40 and 60: 4 authors (8.51%)

    • Unknown: 13 authors (27.66%)

    Group Key Locations

    • United states: 21 authors (44.68%)

    • Unknown: 7 authors (14.89%)

    • United kingdom: 6 authors (12.77%)

    • Australia: 2 authors (4.26%)

    • Colombia: 2 authors (4.26%)

    • Lithuania: 1 authors (2.13%)

    • China: 1 authors (2.13%)

    • Japan: 1 authors (2.13%)

    • Canada: 1 authors (2.13%)

    • Germany: 1 authors (2.13%)



    Group 2

    Number of Comment Authors in Group: 180 (45.23%)

    Frequently used Job Interview Concepts

    big bit company example experience god help hour interviewer kind luck money nervous position preparation presentation question talk time wish

    Group Gender Distribution

    • Female: 43 authors (23.89%)

    • Male: 123 authors (68.33%)

    • Unknown: 14 authors (7.78%)

    Group Age Distribution (years)

    • Between 16 and 21: 24 authors (13.33%)

    • Between 22 and 27: 52 authors (28.89%)

    • Between 28 and 33: 32 authors (17.78%)

    • Between 34 and 39: 17 authors (9.44%)

    • Between 40 and 60: 19 authors (10.56%)

    • Between 61 or more: 4 authors (2.22%)

    • Unknown: 32 authors (17.78%)

    Group Key Locations

    • United states: 77 authors (42.78%)

    • United kingdom: 24 authors (13.33%)

    • Unknown: 14 authors (7.78%)

    • Canada: 12 authors (6.67%)

    • India: 10 authors (5.56%)

    • Phillipines: 8 authors (4.44%)

    • Australia: 5 authors (2.78%)

    • Turkey: 5 authors (2.78%)

    • Malaysia: 2 authors (1.11%)

    • Netherlands, the: 2 authors (1.11%)



    Group 3

    Number of Comment Authors in Group: 33 (8.29%)

    Frequently used Job Interview Concepts

    action body body_language business chance company conversation day energy exaggerated girl hire hope language people perfect person things work wrong

    Group Gender Distribution

    • Female: 8 authors (24.24%)

    • Male: 23 authors (69.7%)

    • Unknown: 2 authors (6.06%)

    Group Age Distribution (years)

    • Between 16 and 21: 1 authors (3.03%)

    • Between 22 and 27: 6 authors (18.18%)

    • Between 28 and 33: 8 authors (24.24%)

    • Between 34 and 39: 7 authors (21.21%)

    • Between 40 and 60: 9 authors (27.27%)

    • Unknown: 2 authors (6.06%)

    Group Key Locations

    • United states: 16 authors (48.48%)

    • United kingdom: 7 authors (21.21%)

    • Canada: 3 authors (9.09%)

    • Morocco: 1 authors (3.03%)

    • Finland: 1 authors (3.03%)

    • Phillipines: 1 authors (3.03%)

    • India: 1 authors (3.03%)

    • Unknown: 1 authors (3.03%)

    • Japan: 1 authors (3.03%)

    • Denmark: 1 authors (3.03%)



    Group 4

    Number of Comment Authors in Group: 7 (1.76%)

    Frequently used Job Interview Concepts

    amazing body body_language clip confident confident_express definite definite_confident excellent excellent_definite express funny helpful language people thing times training useful

    Group Gender Distribution

    • Female: 1 authors (14.29%)

    • Male: 6 authors (85.71%)

    Group Age Distribution (years)

    • Between 22 and 27: 1 authors (14.29%)

    • Between 28 and 33: 2 authors (28.57%)

    • Between 34 and 39: 2 authors (28.57%)

    • Between 40 and 60: 2 authors (28.57%)

    Group Key Locations

    • United states: 2 authors (28.57%)

    • Turkey: 2 authors (28.57%)

    • Vanuatu: 1 authors (14.29%)

    • Brazil: 1 authors (14.29%)

    • Canada: 1 authors (14.29%)



    Group 5

    Number of Comment Authors in Group: 12 (3.02%)

    Frequently used Job Interview Concepts

    absolute absolute_insight confident_express day definite definite_confident excellent_definite express insight insight_process overall_useful problem problem_overall process process_similar ridiculous similar time useful useful_problem

    Group Gender Distribution

    • Male: 9 authors (75.0%)

    • Unknown: 3 authors (25.0%)

    Group Age Distribution (years)

    • Between 22 and 27: 1 authors (8.33%)

    • Between 28 and 33: 5 authors (41.67%)

    • Between 34 and 39: 3 authors (25.0%)

    • Unknown: 3 authors (25.0%)

    Group Key Locations

    • Turkey: 6 authors (50.0%)

    • Unknown: 3 authors (25.0%)

    • Viet nam: 1 authors (8.33%)

    • United states: 1 authors (8.33%)

    • Thailand: 1 authors (8.33%)



    Group 6

    Number of Comment Authors in Group: 35 (8.79%)

    Frequently used Job Interview Concepts

    body body_language language overall overall_useful problem problem_overall self spot stupid thing time time_work times useful useful_problem waste waste_time watch work

    Group Gender Distribution

    • Female: 9 authors (25.71%)

    • Male: 19 authors (54.29%)

    • Unknown: 7 authors (20.0%)

    Group Age Distribution (years)

    • 15 or less: 1 authors (2.86%)

    • Between 22 and 27: 11 authors (31.43%)

    • Between 28 and 33: 7 authors (20.0%)

    • Between 34 and 39: 1 authors (2.86%)

    • Between 40 and 60: 3 authors (8.57%)

    • Between 61 or more: 1 authors (2.86%)

    • Unknown: 11 authors (31.43%)

    Group Key Locations

    • United states: 11 authors (31.43%)

    • Unknown: 8 authors (22.86%)

    • United kingdom: 5 authors (14.29%)

    • Turkey: 3 authors (8.57%)

    • Canada: 2 authors (5.71%)

    • Lithuania: 1 authors (2.86%)

    • Hong kong: 1 authors (2.86%)

    • New zealand: 1 authors (2.86%)

    • Ireland: 1 authors (2.86%)

    • Sweden: 1 authors (2.86%)



    Group 7

    Number of Comment Authors in Group: 14 (3.52%)

    Frequently used Job Interview Concepts

    body body_language boss business cool cool_helpful description easy eyes future guide helpful helpful_guide helpful_view phone question view view_helpful watch year

    Group Gender Distribution

    • Female: 3 authors (21.43%)

    • Male: 9 authors (64.29%)

    • Unknown: 2 authors (14.29%)

    Group Age Distribution (years)

    • Between 22 and 27: 7 authors (50.0%)

    • Between 28 and 33: 2 authors (14.29%)

    • Between 34 and 39: 1 authors (7.14%)

    • Between 40 and 60: 2 authors (14.29%)

    • Unknown: 2 authors (14.29%)

    Group Key Locations

    • Phillipines: 5 authors (35.71%)

    • Unknown: 3 authors (21.43%)

    • United states: 3 authors (21.43%)

    • United kingdom: 3 authors (21.43%)



    Group 8

    Number of Comment Authors in Group: 41 (10.3%)

    Frequently used Job Interview Concepts

    confidence energy friend funny hand hands higher higher_hands information level main nose person phone practical question reality terrible use verbal

    Group Gender Distribution

    • Female: 11 authors (26.83%)

    • Male: 20 authors (48.78%)

    • Unknown: 10 authors (24.39%)

    Group Age Distribution (years)

    • 15 or less: 1 authors (2.44%)

    • Between 16 and 21: 4 authors (9.76%)

    • Between 22 and 27: 11 authors (26.83%)

    • Between 28 and 33: 4 authors (9.76%)

    • Between 34 and 39: 1 authors (2.44%)

    • Between 40 and 60: 3 authors (7.32%)

    • Between 61 or more: 3 authors (7.32%)

    • Unknown: 14 authors (34.15%)

    Group Key Locations

    • United kingdom: 9 authors (21.95%)

    • United states: 9 authors (21.95%)

    • Unknown: 9 authors (21.95%)

    • New zealand: 2 authors (4.88%)

    • Australia: 2 authors (4.88%)

    • Canada: 2 authors (4.88%)

    • Portugal: 1 authors (2.44%)

    • Israel: 1 authors (2.44%)

    • Singapore: 1 authors (2.44%)

    • Phillipines: 1 authors (2.44%)



    Group 9

    Number of Comment Authors in Group: 10 (2.51%)

    Frequently used Job Interview Concepts

    attitude comment confidence contact cool days employer explanation eye eye_contact hand human human_resources notice perfect period point resources stupid time

    Group Gender Distribution

    • Female: 2 authors (20.0%)

    • Male: 7 authors (70.0%)

    • Unknown: 1 authors (10.0%)

    Group Age Distribution (years)

    • Between 16 and 21: 2 authors (20.0%)

    • Between 22 and 27: 2 authors (20.0%)

    • Between 28 and 33: 1 authors (10.0%)

    • Between 40 and 60: 1 authors (10.0%)

    • Unknown: 4 authors (40.0%)

    Group Key Locations

    • United states: 7 authors (70.0%)

    • Unknown: 1 authors (10.0%)

    • Germany: 1 authors (10.0%)

    • Canada: 1 authors (10.0%)



    Group 10

    Number of Comment Authors in Group: 19 (4.77%)

    Frequently used Job Interview Concepts

    act answer candidate check end excellent feel girl interviewer look notice pay question ridiculous salary share simple specific terrible years

    Group Gender Distribution

    • Female: 5 authors (26.32%)

    • Male: 13 authors (68.42%)

    • Unknown: 1 authors (5.26%)

    Group Age Distribution (years)

    • 15 or less: 1 authors (5.26%)

    • Between 16 and 21: 2 authors (10.53%)

    • Between 22 and 27: 6 authors (31.58%)

    • Between 28 and 33: 2 authors (10.53%)

    • Between 34 and 39: 2 authors (10.53%)

    • Between 40 and 60: 2 authors (10.53%)

    • Between 61 or more: 1 authors (5.26%)

    • Unknown: 3 authors (15.79%)

    Group Key Locations

    • United states: 9 authors (47.37%)

    • Phillipines: 2 authors (10.53%)

    • Canada: 2 authors (10.53%)

    • India: 2 authors (10.53%)

    • Unknown: 1 authors (5.26%)

    • Turkey: 1 authors (5.26%)

    • United kingdom: 1 authors (5.26%)

    • Spain: 1 authors (5.26%)