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isr_survey_arab_content_covars <- estimateEffect(1:10 ~ identity_protesters_arab, isr_survey_text_analysis_arab$stm_topics, meta = docvars(isr_survey_text_analysis_arab$nv_dfm_arab), uncertainty = "Global") |
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isr_survey_arab_sum_content_covars = summary(isr_survey_arab_content_covars) |
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term_translated_arab = c("violent, protest, israel", |
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"justified, right, protest", |
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"violent, express, equal, demands", |
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"democracy, protest, rights", |
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"legitimate, support, sympathize, voice", |
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"difficult, situation, understand, pain", |
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"violent, protest, against", |
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"social, justice, protest", |
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"information, details, reason", |
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"violence, arab, community, minority") |
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estimate = rep(NA, 10) |
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std.error = rep(NA, 10) |
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for(i in 1:length(isr_survey_arab_sum_content_covars$tables)){ |
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estimate[i] = isr_survey_arab_sum_content_covars$tables[[i]][2,1] |
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std.error[i] = isr_survey_arab_sum_content_covars$tables[[i]][2,2] |
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} |
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isr_survey_arab_stm_results = data.frame("term" = term_translated_arab, "estimate" = estimate, "std.error"= std.error) |
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isr_survey_arab_stm_results = isr_survey_arab_stm_results[order(isr_survey_arab_stm_results$estimate, decreasing = T),] |
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dwplot(isr_survey_arab_stm_results, |
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vline = geom_vline(xintercept = 0, colour = "grey60", linetype = 2), dot_args = list(size = 2.5)) + |
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theme_bw() + xlab("\nIsraeli white protesters . . . . . . . . . . . . . . . . . . Israeli Arab protesters") + |
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theme(text = element_text(size=12), axis.text.x = element_text(angle = 0, hjust = 1), legend.position = "none") + |
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scale_colour_grey(start = 0, end = 0) |
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ggsave(file="Figures/fig_9.pdf", width=8, height=6) |
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