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@ -89,7 +89,22 @@ employability_bar <- ggplot(employability_mean, aes(x = Subject, y = Employabili
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employability_bar
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```
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- separate visualisation of summary data as pie chart only for 4 key subjects: Philosophy, Ethics, Theology, Religious Studies, but with data represented as aggregated "Positive" / "Negative" responses
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```{r Visualization for 4 Key Subjects}
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## Subset by "Positive" / "Negative"
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keysubjects_data <- subject_data[subject_data$Subject == "Philosophy" | subject_data$Subject == "Ethics" | subject_data$Subject == "Theology" | subject_data$Subject == "Religious Studies", ]
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recode_interest <- ifelse(1 <= keysubjects_data$Interest & keysubjects_data$Interest >=3, "Positive", "Negative")
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keysubjects_data <- cbind(keysubjects_data, recode_interest)
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keysubjects_data$recode_interest <- factor(keysubjects_data$recode_interest)
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table(keysubjects_data$recode_interest, keysubjects_data$Subject)
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```
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- subsetted visualisations of responses with separate subsetting by response to Q8-9, Q18, Q17, Q16
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- For question Q8 + Q9 (for religious people)
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- visualisation summary of responses
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@ -103,4 +118,41 @@ employability_bar
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- Q8-9 responses
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- Q18 responses
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- Q17
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<<<<<<< Updated upstream
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- Q18
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=======
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- Q18
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```{r Q6 Correlations - Subject Interest}
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#Q8-9 (8 - Theology as subject for religious people; 9 - Religion as study for religious people)
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# This would be suitable for correlation
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#Q17 (Ethnicity)
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# This would be categorical, so ANOVA
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#Q18 (Religion)
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# This would also be categorical, so ANOVA
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```
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```{r Q5 Correlations - Subject Knowledge}
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#Q8-9 (8 - Theology as subject for religious people; 9 - Religion as study for religious people)
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# This would be suitable for correlation
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#Q17 (Ethnicity)
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# This would be categorical, so ANOVA
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#Q18 (Religion)
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# This would also be categorical, so ANOVA
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```
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```{r Q7 Correlations - Employability}
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#Q8-9 (8 - Theology as subject for religious people; 9 - Religion as study for religious people)
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# This would be suitable for correlation
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#Q17 (Ethnicity)
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# This would be categorical, so ANOVA
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#Q18 (Religion)
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# This would also be categorical, so ANOVA
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```
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>>>>>>> Stashed changes
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