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Table 4 Top qualities, frequencies, and correlation of words for the male and female teachers

From: Impact of students evaluation of teaching: a text analysis of the teachers qualities by gender

Male Teachers

Female Teachers

Frequency of Words

Correlation of Words

Frequency of Words

Correlation of Words

Spanish word (English Meaning)

Freq

(n = 41,072)

Associated words with Average probability (Spanish/English)

Spanish Word (English Meaning)

Freq

(n = 41,072)

Associated words with Average probability (Spanish/English)

Conocimiento (knowledge)

7344 (17.9%)

Transmitir (transmit)

Amplio (wide range)

MuchĂ­simo (a lot)

–

Explicar (explain)

6899 (16.8%)

claras (clear, f., plural)

clara (clear, f.)

–

–

  

0.18

0.17

0.1

–

  

0.15

0.11

–

–

Explicar (explain)

6963 (17.0%)

Claras (clear, f., plural)

Claro (clear)

–

–

Conocimiento (knowledge)

6342 (15.4%)

transmitir (transmit)

amplio (wide-range)

muchĂ­simo (a lot)

–

0.19

0.12

  

0.2

0.15

0.1

–

Mejor (Best)

3101 (7.6%)

Profesores (teachers)

Maestros (male teachers)

–

–

Mejor (best)

3088 (7.5%)

profesoras (female professors)

–

–

–

0.22

0.21

–

–

0.14

–

–

–

Aprendizaje (learning)

2796 (6.8%)

N/A

–

–

–

Dudas (doubts)

2991 (7.3%)

resuelve (resolves)

aclarar (to clarify)

responde (responds)

disponible (available)

0

–

–

–

0.29

0.15

0.13

0.13

Recomiendo (recommend)

2752 (6.7%)

N/A

–

–

–

Aprendizaje (learning)

2829 (6.9%)

Dependen (depend)

Exploratoria (exploratory)

Resolvìan (resolved)

Externamente (external)

 

–

–

–

0.11

0.11

0.11

0.1

Dudas (doubts)

2018 (4.9%)

Resuelve (resolves)

Aclarar (to clarify)

Responde (responds)

Dispuesto (available)

Recomiendo (recommend)

2798 (6.8%)

N/A

–

–

–

0.37

0.19

0.14

0.13

0

–

–

–

Ayuda (help)

1653 (4.0%)

Dispuesto (available)

–

–

–

Ayuda (help)

2019 (4.9%)

dispuesta (available)

–

–

–

0.25

–

–

–

0.21

–

–

–

Interesantes (interesting)

1478 (3.6%)

N/A

–

–

–

Enseñar (teach)

1539 (3.8%)

N/A

–

–

–

0

–

–

–

0

–

–

–

Experiencia (experience)

1244 (3.0%)

amplia (wide-range)

laboral (work)

profesional (professional)

Campo (field)

Actividades (activities)

1474 (3.6%)

ayudan (help)

–

–

–

0.14

0.13

0.12

0.11

0.12

–

–

–

Ejemplos (examples)

1213 (2.9%)

Reales (real, plural)

Bueno (good)

Espeficar (speculate)

Claros (clear)

Interesantes (interesting)

1330 (3.2%)

N/A

–

–

–

0.18

0.16

0.14

0.13

0

–

–

–

Conceptos (concepts)

1152 (2.8%)

Claros (clear, m., plural)

Aprendidos (learned, m., plural)

Entender (to understand)

–

Clara (clear)

1279 (3.1%)

dispuesta (available)

–

–

–

0.19

0.12

0.1

–

0.15

–

–

–

Enseñar (teach)

1094 (2.7%)

N/A

–

–

–

Tareas (homework, tasks)

1045 (2.5%)

Encarga (assignment)

mĂşltiple (multiple)

Exámenes (exams)

Proyectos (Projects)

0

–

–

–

0.16

0.12

0.11

0.1

Exámenes (exams)

969 (2.4%)

Admite (admits)

parcial (mid-term)

compáñero (peer)

Tareas (homework)

Conceptos (concepts)

1012 (2.4%)

Claros (clear, m. plural)

Entender (to understand)

Exploratoria (exploratory)

Narrativo (narrative)

0.22

0.2

0.17

0.11

0.17

0.12

0.12

0.11

Falta (absent or lack)

965 (2.3%)

N/A

–

–

–

Ejemplos (examples)

934 (2.3%)

Bueno (good)

reales (real)

Claros (clear, m. pl)

–

0

   

0.18

0.14

0.12

–

Actividades (activities)

940 (2.3%)

N/A

–

–

–

Dispuesta (available)

897 (2.2%)

ayudate (help you)

Apoyar (to support)

Dudas (doubts)

resolver (resolve)

0

–

–

–

0.31

0.13

0.12

0.11

Tareas (homework)

926 (2.2%)

N/A

–

–

–

Entender (understand)

813 (2.0%)

Conceptos (concepts)

–

–

–

0

–

–

–

0.12

–

–

–

Entender (to understand)

851 (2.1%)

fácil (easy)

conceptos (concept)

Darse (notice)

–

Paciente (patient)

812 (2.0%)

N/A

–

–

–

0.11

0.1

0.1

–

0

–

–

–

Dispuesto (available)

764 (1.9%)

ayuda (help)

dudas (doubts)

resolver (resove)

apoyar (support)

Exámenes (exams)

781 (1.9%)

parcial (mid-term)

Confundièn (confusing)

dificultaron (made difficult)

Señala (points out)

0.25

0.21

0.13

0.1

0.19

0.19

0.12

0.12

Claro (clear)

749 (1.8%)

Queda (remains)

explicar (to explain)

Forzosamente (necessarily)

Rigidez (rigid)

Falta (absent)

722 (1.8%)

manipulada (manipulated)

organizacion (organization)

–

–

0.2

0.13

0.12

0.1

0.11

0.11

–

–

Problemas (problems)

674 (1.6%)

resolver (to resolve)

ImaginaciĂłn (imagination)

exámenes (exams)

compáñero (peer)

Experiencia (experience)

715 (1.7%)

Impartan (impact)

Probando (testing)

campo (field)

–

0.2

0.14

0.12

0.11

0.11

0.11

0.1

–