From 99edcb61f6e5076d855e08af3fdf5091096ac6b7 Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@Hamzas-MacBook-Pro.local>
Date: Wed, 28 Jun 2023 08:56:17 -0400
Subject: [PATCH 1/9] updated colinearity model to include interpersonal trust

---
 .../full_Study/trustFullAnalysis_6.12.2023.Rmd |  2 +-
 .../trustFullAnalysis_6.12.2023.nb.html        | 18 ++++++++----------
 2 files changed, 9 insertions(+), 11 deletions(-)

diff --git a/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd b/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
index bae085e..29b1048 100644
--- a/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
+++ b/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
@@ -170,7 +170,7 @@ eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType +
 ```
 Colinearity of trust in vis and trust in data
 ```{r}
-colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_4 + vis.trust_5 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1,
+colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
             data = results)
 vif(colinearity_model)
 ```
diff --git a/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html b/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
index 6569ea0..869e252 100644
--- a/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
+++ b/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
@@ -2019,18 +2019,16 @@ <h1 class="title toc-ignore">Trust in Science Analysis Notebook</h1>
 <p>Colinearity of trust in vis and trust in data</p>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuY29saW5lYXJpdHlfbW9kZWwgPC0gbG0oZm9ybXVsYSA9IHRydXN0LmluLnNjaWVuY2VfNyB+IGFmZmVjdC5hZXN0aGV0aWNfMSArIGFmZmVjdC5jbGFyaXR5XzEgKyBhZmZlY3Quc2NpZW5jZV8xICsgdmlzLnRydXN0XzEgKyB2aXMudHJ1c3RfMiArIHZpcy50cnVzdF8zICsgdmlzLnRydXN0XzQgKyB2aXMudHJ1c3RfNSArIHZpcy50cnVzdF82ICsgZGF0YS50cnVzdF82ICsgZGF0YS50cnVzdF81ICsgZGF0YS50cnVzdF80ICsgZGF0YS50cnVzdF8zICsgZGF0YS50cnVzdF8yICsgZGF0YS50cnVzdF8xLFxuICAgICAgICAgICAgZGF0YSA9IHJlc3VsdHMpXG52aWYoY29saW5lYXJpdHlfbW9kZWwpXG5gYGAifQ== -->
-<pre class="r"><code>colinearity_model &lt;- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_4 + vis.trust_5 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1,
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuY29saW5lYXJpdHlfbW9kZWwgPC0gbG0oZm9ybXVsYSA9IHRydXN0LmluLnNjaWVuY2VfNyB+IGFmZmVjdC5hZXN0aGV0aWNfMSArIGFmZmVjdC5jbGFyaXR5XzEgKyBhZmZlY3Quc2NpZW5jZV8xICsgdmlzLnRydXN0XzEgKyB2aXMudHJ1c3RfMiArIHZpcy50cnVzdF8zICsgdmlzLnRydXN0XzYgKyBkYXRhLnRydXN0XzYgKyBkYXRhLnRydXN0XzUgKyBkYXRhLnRydXN0XzQgKyBkYXRhLnRydXN0XzMgKyBkYXRhLnRydXN0XzIgKyBkYXRhLnRydXN0XzEgKyBpbnRlcnBlcnNvbmFsLnRydXN0XzEsXG4gICAgICAgICAgICBkYXRhID0gcmVzdWx0cylcbnZpZihjb2xpbmVhcml0eV9tb2RlbClcbmBgYCJ9 -->
+<pre class="r"><code>colinearity_model &lt;- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
             data = results)
 vif(colinearity_model)</code></pre>
 <!-- rnb-source-end -->
-<!-- rnb-output-begin 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 -->
-<pre><code>affect.aesthetic_1   affect.clarity_1   affect.science_1        vis.trust_1        vis.trust_2        vis.trust_3        vis.trust_4 
-          1.220979           1.413676           1.293246           1.465104           1.524688           1.400902           1.237294 
-       vis.trust_5        vis.trust_6       data.trust_6       data.trust_5       data.trust_4       data.trust_3       data.trust_2 
-          1.251994           2.341983           1.995015           1.399050           1.624586           1.928120           1.323701 
-      data.trust_1 
-          1.971599 </code></pre>
+<!-- rnb-output-begin 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 -->
+<pre><code>   affect.aesthetic_1      affect.clarity_1      affect.science_1           vis.trust_1           vis.trust_2           vis.trust_3           vis.trust_6          data.trust_6          data.trust_5 
+             1.221168              1.399464              1.290989              1.437100              1.518254              1.371362              2.346474              2.010199              1.389918 
+         data.trust_4          data.trust_3          data.trust_2          data.trust_1 interpersonal.trust_1 
+             1.619417              1.918474              1.329482              1.987817              1.083844 </code></pre>
 <!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -3556,7 +3554,7 @@ <h1>Factor Analysis</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">---
title: "Trust in Science Analysis Notebook"
output:
  html_notebook: default
  pdf_document: default
---
```{r echo = FALSE}
require(tidyverse)
library(psych)
library(ggplot2)
library(car)
library(lme4)
library(emmeans)
library(pwr)
library(patchwork)
library(rstatix)
library(effectsize)
library(GPArotation)
# environment to include the ss_psych450_rws3 platform
load("ss_psych450_rws3")
```

Load Data

```{r}
results <- read.csv("data_clean.csv")

# trust in data is the column: bar-data_6
# trust in vis is the column: bar-vis_6
```

Converting covariates to factors
```{r}
results$Gender <- as.factor(results$Gender)
results$Education <- as.factor(results$Education)
results$Parents_education <- as.factor(results$Parents_education)
results$Language <- as.factor(results$Language)
results$Ethnicity <- as.factor(results$Ethnicity)
results$Income <- as.factor(results$Income)
results$Religion <- as.factor(results$Religion)
```

Trust in Vis

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))
```

```{r}

MinMeanSEMMax <- function(x) {
  v <- c(min(x), mean(x) - sd(x)/sqrt(length(x)), mean(x), mean(x) + sd(x)/sqrt(length(x)), max(x))
  names(v) <- c("ymin", "lower", "middle", "upper", "ymax")
  v
}

results %>%
  # group_by(complexity, isCovidData) %>%
  ggplot(aes( x = vis.trust_6, y = 0, cex=1.5, colour = as.factor(isCovidData))) +
  scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.3, height = 0.2, color = "light gray", alpha = 0.5) +
  #stat_summary(fun.data=MinMeanSEMMax, geom="boxplot", colour="red") +

  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5) +

  geom_segment(data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = mean(vis.trust_6),
            se = sd(data.trust_6)/sqrt(n)), 
              aes(x = mean, xend = mean, y = -.25, yend = .25,  colour = as.factor(isCovidData)), size = 1) +
        # stat_summary(fun.data = "mean_cl_boot", colour = "red", size = 0.5, position = position_nudge(x=0.25, y=0), alpha=0.5) +

  geom_text( data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = round(mean(vis.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            # aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.2, y = 0.43, fontface = 3), size=3, colour = "black")+
              aes(label = paste(mean), x = mean, y = .35, fontface = 3), size=4, colour = "black")+

  facet_grid(complexity ~ isCovidData) +
  xlab("Trust in Visualization") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())



ggsave(paste("complexity_dataType_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity, isCovidData) %>%
  summarize(n = n(),
            mean = mean(vis.trust_6),
            se = sd(vis.trust_6)/sqrt(n),
            n = n)
```

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))

results %>%
  ggplot(aes(x = data.trust_6, y = 0)) +
  # scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.25, height = 0.2, color = "light gray", alpha = 0.5) +
  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5, color = "salmon") +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6), size = 1,colour = "salmon") +
  geom_text( data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                           mean = round(mean(data.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.8, y = 0.43, fontface = 3), size=3, colour = "black")+
  facet_grid(rows = vars(complexity)) +
  xlab("Trust in Data") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())

ggsave(paste("complexity_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity) %>%
  summarize(n = n(),
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

Linear Regression Model for trust in vis as a function of 
```{r}
model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
```
Colinearity of trust in vis and trust in data
```{r}
colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_4 + vis.trust_5 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1,
            data = results)
vif(colinearity_model)
```

vif(colinearity_model)relation of trust in vis and trust in data
```{r}
data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$vis.trust_4, results$vis.trust_5, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6)
cor(data_frame)
```

Trust in science, need for cognition, and interpersonal trust on trust in Vis
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = vis.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```






Trust in Data

```{r}
results %>%
  ggplot(aes(x = data.trust_6, y = isCovidData, colour = as.factor(isCovidData))) +
  geom_jitter(data = results, width = 0.5) +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity, isCovidData, chartType) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) +
  theme_minimal()

results %>% 
  group_by(complexity, isCovidData) %>%
  summarize(n = n(), 
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

```{r}
model <- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
                  as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
```

Trust in science, need for cognition, and interpersonal trust on trust in Data
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = data.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```


















```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6)

results_long_data %>%
  ggplot(aes(x = trustRatingData, y = 1, color = complexity)) +
  geom_jitter() +
  ylim(0, 2) + 
  labs(title = "Trust in data (All)") + 
  geom_vline(data = results_long_data %>% 
               group_by(complexity, trustItemData) %>%
               summarize(n = n(), 
                         average = mean(trustRatingData)), 
             aes(xintercept = average, color = complexity)) +
  facet_grid(vars(trustItemData)) +
  theme_minimal()
```


# Relationship between trust in data and vis, across complexity

```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         chartType, isCovidData, 
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         # data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, 
         data.trust_6)

results_long_vis <- results %>%
  gather(key = trustItemVis, value = trustRatingVis, 
         # vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, 
         vis.trust_6)

results_long_all <- merge(results_long_vis, results_long_data, 
                          by = c("ResponseId", "complexity", "chartType", "isCovidData"))

model<- glm(trustRatingVis ~  trustRatingData * complexity + 
              trustRatingData *  chartType + 
              trustRatingData *  as.factor(isCovidData),
                      data = results_long_all)
Anova(model)
```

```{r}
results_long_all %>%
  # filter(trustItemVis == "bar.vis_2") %>%
  ggplot(aes(x = trustRatingVis, y = trustRatingData, color = as.factor(isCovidData))) +
  geom_jitter(alpha = 0.25) +
  stat_smooth(method = "lm",
              formula = y ~ x,
              geom = "smooth", color = "black") +
  labs(title = "Relationship bewteen trust in Vis and Data") + 
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal()
```



# Do the trust items predict trust?


```{r}
model <- lm(formula = vis.trust_6 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 + 
              vis.trust_4 + 
              vis.trust_5 + 
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
model <- lm(formula = data.trust_6 ~ data.trust_1 + 
              data.trust_2 + 
              data.trust_3 + 
              data.trust_4 + 
              data.trust_5 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

# Which trust measurements predict behavioral outcomes?

```{r}
model <- lm(formula = vis.trust_4 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

```{r}
model <- lm(formula = vis.trust_5 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
results %>%
  ggplot(aes(x = data.trust_1, y = data.trust_6, color = as.factor(isCovidData))) +
  geom_jitter() +
  geom_smooth(method="lm") +
  facet_wrap(~isCovidData) +
  theme_minimal()
```









How does performance on VLAT questions predict trust?

```{r}
model <- lm(formula = vis.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(vis.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  ggplot(aes(x = vis.trust_6, y = vlat_performance, colour = as.factor(assigned_vlat))) +
  geom_jitter(width = 0.5) +
  # y(0, 2) + 
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(vlat_level), cols = vars(chartType)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Overall distribution of VLAT performance

Trust in Vis 
```{r}
# vlat_long <- results %>%
#   gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) 
# 
# model <- lmer(formula = vlat_performance ~ vlat_level * isCovidData * chartType +
#               Age + Gender + State_1 + Education + Parents_education + Language + 
#               Ethnicity + Income + Religion + trust.in.science_7 + 
#               need_for_cognition + interpersonal.trust_1 + (1|ResponseId),
#             data = vlat_long)
# Anova(model)
# 
# emmeans(aov(vlat_performance ~ vlat_level , data = results) , ~ vlat_simple | vlat_complex)
# 
# # post-hoc tests
# aov(vlat_performance ~ vlat_level * as.factor(isCovidData), data = vlat_long) %>% tukey_hsd()
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  group_by(vlat_level, chartType, isCovidData) %>%
  summarize(n = n(),
            mean_vlat_performance = mean(vlat_performance),
            se = sd(vlat_performance)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = vlat_level, y = mean_vlat_performance, 
             ymax = mean_vlat_performance + se, ymin = mean_vlat_performance - se,
             colour = vlat_level)) +
  geom_point() +
  geom_errorbar() +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(isCovidData)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Trust in Data


```{r}
model <- lm(formula = data.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```










# Which antecedent drives the interaction effect for trust in visualization for covid data?

```{r}
model <- lm(formula = vis.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.science_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

# Which antecedent drives the main effect for trust in data?

```{r}
model <- lm(formula = data.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_4 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_5 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

# How does provenance data predict trust?

Overall

```{r}
brushed <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "brushed") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(isCovidData)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
brushed

interactions <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_interactions") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
interactions

exploreTime <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_time") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
exploreTime

exploreTime + interactions + brushed
ggsave("provenanceResults.png", width = 26, height = 14)
```
explore_interactions

```{r}
model <- lm(formula = explore_interactions ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

explore_time

```{r}
model <- lm(formula = explore_time ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```



Hypothesis:
for the complex condition, we expect people who brushed more to have higher trust

```{r}
complexCondition <- results %>%
  filter(complexity == "complex")

# can change the predictor to bar.vis
model<- manova(cbind(data.trust_1, 
                     data.trust_2, 
                     data.trust_3, 
                     data.trust_4, 
                     data.trust_5, 
                     data.trust_6) ~ brushed + explore_interactions + explore_time, 
               data = complexCondition)
summary.aov(model)
```

Hypothesis:
for all the conditions, we expect people who hovered more to have higher trust


```{r}
# can change the predictor to bar.vis
model<- manova(cbind(vis.trust_6, 
                     vis.trust_5, 
                     vis.trust_4, 
                     vis.trust_3, 
                     vis.trust_2, 
                     vis.trust_1) ~ brushed + explore_interactions + explore_time, 
               data = results)
summary.aov(model)
```



# Affect on Trust {it's own section}

```{r}
results %>%
  gather(key = affects, value = affectRatings, affect.science_1,  affect.clarity_1, affect.aesthetic_1) %>%
  group_by(affects, chartType, isCovidData, complexity) %>%
  summarize(n = n(),
            mean = mean(affectRatings),
            se = sd(affectRatings)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = affects, y = mean, 
             ymax = mean + se, ymin = mean - se,
             colour = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
ggsave("affectMeasures.png", width = 17, height = 9)
```


```{r}
model <- lm(formula = affect.science_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```
```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```

Trust in Vis


```{r}
model <- lm(formula = vis.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)

emmeans(aov(vis.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```


Trust in Data

```{r}
model <- lm(formula = data.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```










# Factor Analysis 


```{r}
factorAnalysis <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6,
         vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, vis.trust_6,
         trust.in.science_1, trust.in.science_2, trust.in.science_3, trust.in.science_4, trust.in.science_5,
         trust.in.science_6, trust.in.science_7, trust.in.science_8, 
         cognition_1, cognition_2, cognition_3, cognition_4, cognition_5, cognition_6,
         # brushed, explore_interactions, # explore_time, 
         interpersonal.trust_1,
         vlat_simple, vlat_moderate, vlat_complex,
         # initial impression
         affect.science_1, affect.clarity_1, affect.aesthetic_1)

nfactors(factorAnalysis)
```

Factor 4 seem to have minimum compelxity, BIC is pretty low, and big jump for root mean
5 seems meh becuase of the big jump from 4-5 on complexity. 

```{r}
f7 <- fa(factorAnalysis, 7)
pdf(file = "f7.pdf",   # The directory you want to save the file in
    width = 15, # The width of the plot in inches
    height = 23) # The height of the plot in inches
fa.diagram(f7)
dev.off()
# based on the factor analysis, it looks like not all the vis Qs go together and not all the data Qs go together. 
```



</div>
+<div id="rmd-source-code">---
title: "Trust in Science Analysis Notebook"
output:
  html_notebook: default
  pdf_document: default
---
```{r echo = FALSE}
require(tidyverse)
library(psych)
library(ggplot2)
library(car)
library(lme4)
library(emmeans)
library(pwr)
library(patchwork)
library(rstatix)
library(effectsize)
library(GPArotation)
# environment to include the ss_psych450_rws3 platform
load("ss_psych450_rws3")
```

Load Data

```{r}
results <- read.csv("data_clean.csv")

# trust in data is the column: bar-data_6
# trust in vis is the column: bar-vis_6
```

Converting covariates to factors
```{r}
results$Gender <- as.factor(results$Gender)
results$Education <- as.factor(results$Education)
results$Parents_education <- as.factor(results$Parents_education)
results$Language <- as.factor(results$Language)
results$Ethnicity <- as.factor(results$Ethnicity)
results$Income <- as.factor(results$Income)
results$Religion <- as.factor(results$Religion)
```

Trust in Vis

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))
```

```{r}

MinMeanSEMMax <- function(x) {
  v <- c(min(x), mean(x) - sd(x)/sqrt(length(x)), mean(x), mean(x) + sd(x)/sqrt(length(x)), max(x))
  names(v) <- c("ymin", "lower", "middle", "upper", "ymax")
  v
}

results %>%
  # group_by(complexity, isCovidData) %>%
  ggplot(aes( x = vis.trust_6, y = 0, cex=1.5, colour = as.factor(isCovidData))) +
  scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.3, height = 0.2, color = "light gray", alpha = 0.5) +
  #stat_summary(fun.data=MinMeanSEMMax, geom="boxplot", colour="red") +

  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5) +

  geom_segment(data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = mean(vis.trust_6),
            se = sd(data.trust_6)/sqrt(n)), 
              aes(x = mean, xend = mean, y = -.25, yend = .25,  colour = as.factor(isCovidData)), size = 1) +
        # stat_summary(fun.data = "mean_cl_boot", colour = "red", size = 0.5, position = position_nudge(x=0.25, y=0), alpha=0.5) +

  geom_text( data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = round(mean(vis.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            # aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.2, y = 0.43, fontface = 3), size=3, colour = "black")+
              aes(label = paste(mean), x = mean, y = .35, fontface = 3), size=4, colour = "black")+

  facet_grid(complexity ~ isCovidData) +
  xlab("Trust in Visualization") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())



ggsave(paste("complexity_dataType_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity, isCovidData) %>%
  summarize(n = n(),
            mean = mean(vis.trust_6),
            se = sd(vis.trust_6)/sqrt(n),
            n = n)
```

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))

results %>%
  ggplot(aes(x = data.trust_6, y = 0)) +
  # scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.25, height = 0.2, color = "light gray", alpha = 0.5) +
  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5, color = "salmon") +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6), size = 1,colour = "salmon") +
  geom_text( data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                           mean = round(mean(data.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.8, y = 0.43, fontface = 3), size=3, colour = "black")+
  facet_grid(rows = vars(complexity)) +
  xlab("Trust in Data") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())

ggsave(paste("complexity_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity) %>%
  summarize(n = n(),
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

Linear Regression Model for trust in vis as a function of 
```{r}
model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
```
Colinearity of trust in vis and trust in data
```{r}
colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
            data = results)
vif(colinearity_model)
```

vif(colinearity_model)relation of trust in vis and trust in data
```{r}
data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$vis.trust_4, results$vis.trust_5, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6)
cor(data_frame)
```

Trust in science, need for cognition, and interpersonal trust on trust in Vis
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = vis.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```






Trust in Data

```{r}
results %>%
  ggplot(aes(x = data.trust_6, y = isCovidData, colour = as.factor(isCovidData))) +
  geom_jitter(data = results, width = 0.5) +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity, isCovidData, chartType) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) +
  theme_minimal()

results %>% 
  group_by(complexity, isCovidData) %>%
  summarize(n = n(), 
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

```{r}
model <- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
                  as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
```

Trust in science, need for cognition, and interpersonal trust on trust in Data
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = data.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```


















```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6)

results_long_data %>%
  ggplot(aes(x = trustRatingData, y = 1, color = complexity)) +
  geom_jitter() +
  ylim(0, 2) + 
  labs(title = "Trust in data (All)") + 
  geom_vline(data = results_long_data %>% 
               group_by(complexity, trustItemData) %>%
               summarize(n = n(), 
                         average = mean(trustRatingData)), 
             aes(xintercept = average, color = complexity)) +
  facet_grid(vars(trustItemData)) +
  theme_minimal()
```


# Relationship between trust in data and vis, across complexity

```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         chartType, isCovidData, 
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         # data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, 
         data.trust_6)

results_long_vis <- results %>%
  gather(key = trustItemVis, value = trustRatingVis, 
         # vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, 
         vis.trust_6)

results_long_all <- merge(results_long_vis, results_long_data, 
                          by = c("ResponseId", "complexity", "chartType", "isCovidData"))

model<- glm(trustRatingVis ~  trustRatingData * complexity + 
              trustRatingData *  chartType + 
              trustRatingData *  as.factor(isCovidData),
                      data = results_long_all)
Anova(model)
```

```{r}
results_long_all %>%
  # filter(trustItemVis == "bar.vis_2") %>%
  ggplot(aes(x = trustRatingVis, y = trustRatingData, color = as.factor(isCovidData))) +
  geom_jitter(alpha = 0.25) +
  stat_smooth(method = "lm",
              formula = y ~ x,
              geom = "smooth", color = "black") +
  labs(title = "Relationship bewteen trust in Vis and Data") + 
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal()
```



# Do the trust items predict trust?


```{r}
model <- lm(formula = vis.trust_6 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 + 
              vis.trust_4 + 
              vis.trust_5 + 
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
model <- lm(formula = data.trust_6 ~ data.trust_1 + 
              data.trust_2 + 
              data.trust_3 + 
              data.trust_4 + 
              data.trust_5 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

# Which trust measurements predict behavioral outcomes?

```{r}
model <- lm(formula = vis.trust_4 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

```{r}
model <- lm(formula = vis.trust_5 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
results %>%
  ggplot(aes(x = data.trust_1, y = data.trust_6, color = as.factor(isCovidData))) +
  geom_jitter() +
  geom_smooth(method="lm") +
  facet_wrap(~isCovidData) +
  theme_minimal()
```









How does performance on VLAT questions predict trust?

```{r}
model <- lm(formula = vis.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(vis.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  ggplot(aes(x = vis.trust_6, y = vlat_performance, colour = as.factor(assigned_vlat))) +
  geom_jitter(width = 0.5) +
  # y(0, 2) + 
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(vlat_level), cols = vars(chartType)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Overall distribution of VLAT performance

Trust in Vis 
```{r}
# vlat_long <- results %>%
#   gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) 
# 
# model <- lmer(formula = vlat_performance ~ vlat_level * isCovidData * chartType +
#               Age + Gender + State_1 + Education + Parents_education + Language + 
#               Ethnicity + Income + Religion + trust.in.science_7 + 
#               need_for_cognition + interpersonal.trust_1 + (1|ResponseId),
#             data = vlat_long)
# Anova(model)
# 
# emmeans(aov(vlat_performance ~ vlat_level , data = results) , ~ vlat_simple | vlat_complex)
# 
# # post-hoc tests
# aov(vlat_performance ~ vlat_level * as.factor(isCovidData), data = vlat_long) %>% tukey_hsd()
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  group_by(vlat_level, chartType, isCovidData) %>%
  summarize(n = n(),
            mean_vlat_performance = mean(vlat_performance),
            se = sd(vlat_performance)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = vlat_level, y = mean_vlat_performance, 
             ymax = mean_vlat_performance + se, ymin = mean_vlat_performance - se,
             colour = vlat_level)) +
  geom_point() +
  geom_errorbar() +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(isCovidData)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Trust in Data


```{r}
model <- lm(formula = data.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```










# Which antecedent drives the interaction effect for trust in visualization for covid data?

```{r}
model <- lm(formula = vis.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.science_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

# Which antecedent drives the main effect for trust in data?

```{r}
model <- lm(formula = data.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_4 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_5 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

# How does provenance data predict trust?

Overall

```{r}
brushed <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "brushed") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(isCovidData)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
brushed

interactions <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_interactions") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
interactions

exploreTime <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_time") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
exploreTime

exploreTime + interactions + brushed
ggsave("provenanceResults.png", width = 26, height = 14)
```
explore_interactions

```{r}
model <- lm(formula = explore_interactions ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

explore_time

```{r}
model <- lm(formula = explore_time ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```



Hypothesis:
for the complex condition, we expect people who brushed more to have higher trust

```{r}
complexCondition <- results %>%
  filter(complexity == "complex")

# can change the predictor to bar.vis
model<- manova(cbind(data.trust_1, 
                     data.trust_2, 
                     data.trust_3, 
                     data.trust_4, 
                     data.trust_5, 
                     data.trust_6) ~ brushed + explore_interactions + explore_time, 
               data = complexCondition)
summary.aov(model)
```

Hypothesis:
for all the conditions, we expect people who hovered more to have higher trust


```{r}
# can change the predictor to bar.vis
model<- manova(cbind(vis.trust_6, 
                     vis.trust_5, 
                     vis.trust_4, 
                     vis.trust_3, 
                     vis.trust_2, 
                     vis.trust_1) ~ brushed + explore_interactions + explore_time, 
               data = results)
summary.aov(model)
```



# Affect on Trust {it's own section}

```{r}
results %>%
  gather(key = affects, value = affectRatings, affect.science_1,  affect.clarity_1, affect.aesthetic_1) %>%
  group_by(affects, chartType, isCovidData, complexity) %>%
  summarize(n = n(),
            mean = mean(affectRatings),
            se = sd(affectRatings)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = affects, y = mean, 
             ymax = mean + se, ymin = mean - se,
             colour = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
ggsave("affectMeasures.png", width = 17, height = 9)
```


```{r}
model <- lm(formula = affect.science_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```
```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```

Trust in Vis


```{r}
model <- lm(formula = vis.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)

emmeans(aov(vis.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```


Trust in Data

```{r}
model <- lm(formula = data.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```










# Factor Analysis 


```{r}
factorAnalysis <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6,
         vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, vis.trust_6,
         trust.in.science_1, trust.in.science_2, trust.in.science_3, trust.in.science_4, trust.in.science_5,
         trust.in.science_6, trust.in.science_7, trust.in.science_8, 
         cognition_1, cognition_2, cognition_3, cognition_4, cognition_5, cognition_6,
         # brushed, explore_interactions, # explore_time, 
         interpersonal.trust_1,
         vlat_simple, vlat_moderate, vlat_complex,
         # initial impression
         affect.science_1, affect.clarity_1, affect.aesthetic_1)

nfactors(factorAnalysis)
```

Factor 4 seem to have minimum compelxity, BIC is pretty low, and big jump for root mean
5 seems meh becuase of the big jump from 4-5 on complexity. 

```{r}
f7 <- fa(factorAnalysis, 7)
pdf(file = "f7.pdf",   # The directory you want to save the file in
    width = 15, # The width of the plot in inches
    height = 23) # The height of the plot in inches
fa.diagram(f7)
dev.off()
# based on the factor analysis, it looks like not all the vis Qs go together and not all the data Qs go together. 
```



</div>
 
 
 

From 9d15bbd8fdbd0a1752e353ad724f12d2d0d4074f Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@Hamzas-MacBook-Pro.local>
Date: Thu, 29 Jun 2023 18:00:09 -0400
Subject: [PATCH 2/9] working on README

---
 data_testing.py                               |  21 --
 .../trustFullAnalysis_6.12.2023.Rmd           |  54 ++--
 .../trustFullAnalysis_6.12.2023.nb.html       | 265 ++++++++++++------
 3 files changed, 214 insertions(+), 126 deletions(-)
 delete mode 100644 data_testing.py

diff --git a/data_testing.py b/data_testing.py
deleted file mode 100644
index b3d286c..0000000
--- a/data_testing.py
+++ /dev/null
@@ -1,21 +0,0 @@
-import pandas as pd, os
-
-filenames = [
-    'full_Study/data_clean.csv',
-    'pilot4/data.csv',
-    'pilot3/pilot3.csv',
-    'pilot2/Complexity vs. Trust in Vis_March 6, 2023_07.54.csv',
-    'pilot1/Complexity vs. Trust in Vis_March 5, 2023_09.12.csv'
-]
-
-dfs = []
-
-full_df = pd.read_csv(os.path.join('study_data',filenames[0]))
-
-full_cols = set(full_df.columns.tolist())
-
-for filename in filenames[1:]:
-    df = pd.read_csv(os.path.join('study_data',filename))
-    df_cols = set(df.columns.tolist())
-    print(len(df_cols), len(full_cols), len(df_cols.difference(full_cols)))
-    dfs.append(df)
\ No newline at end of file
diff --git a/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd b/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
index 29b1048..83de64c 100644
--- a/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
+++ b/study_data/full_Study/trustFullAnalysis_6.12.2023.Rmd
@@ -160,24 +160,40 @@ model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * chartT
             data = results)
 anova(model)
 
-# post-hoc tests
-aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
-# effect sizes
-eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
-                  + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
-                  interpersonal.trust_1,
-             data = results))
+# # post-hoc tests
+# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))
 ```
+
+```{r}
+model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * data.trust_6
+                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
+            data = results)
+anova(model)
+
+# # post-hoc tests
+# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))
+```
+
 Colinearity of trust in vis and trust in data
 ```{r}
-colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
+colinearity_model <- lm(formula = Age ~ vis.trust_1 + vis.trust_2 + vis.trust_3 + affect.science_1 + affect.clarity_1 + affect.aesthetic_1 + vis.trust_6 + data.trust_1 + data.trust_2 + data.trust_3 + data.trust_4 + data.trust_5 + data.trust_6 + interpersonal.trust_1 + trust.in.science_7 + need_for_cognition,
             data = results)
 vif(colinearity_model)
 ```
 
 vif(colinearity_model)relation of trust in vis and trust in data
 ```{r}
-data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$vis.trust_4, results$vis.trust_5, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6)
+data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$affect.science_1, results$affect.clarity_1, results$affect.aesthetic_1, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6, results$interpersonal.trust_1, results$trust.in.science_7, results$need_for_cognition)
 cor(data_frame)
 ```
 
@@ -230,16 +246,16 @@ model <- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chart
             data = results)
 anova(model)
 
-# post-hoc tests
-aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
-aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
-# effect sizes
-eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
-                  Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
-                  as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
-                  interpersonal.trust_1,
-             data = results))
-emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
+# # post-hoc tests
+# aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
+# aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
+#                   as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))
+# emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
 ```
 
 Trust in science, need for cognition, and interpersonal trust on trust in Data
diff --git a/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html b/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
index 869e252..30610c9 100644
--- a/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
+++ b/study_data/full_Study/trustFullAnalysis_6.12.2023.nb.html
@@ -1941,104 +1941,168 @@ <h1 class="title toc-ignore">Trust in Science Analysis Notebook</h1>
             data = results)
 anova(model)</code></pre>
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 <pre><code>Analysis of Variance Table
 
 Response: vis.trust_6
-                                             Df Sum Sq Mean Sq F value   Pr(&gt;F)    
-complexity                                    2   4.49   2.244  1.8251  0.16234    
-as.factor(isCovidData)                        1   0.26   0.260  0.2114  0.64590    
-chartType                                     1   0.56   0.558  0.4537  0.50090    
-Age                                           1   2.78   2.780  2.2611  0.13332    
-Gender                                        1   2.89   2.894  2.3533  0.12568    
-State_1                                      45  84.39   1.875  1.5251  0.01849 *  
-Education                                     1   0.04   0.036  0.0295  0.86363    
-Parents_education                             1   2.97   2.969  2.4143  0.12090    
-Language                                      1   0.14   0.142  0.1152  0.73442    
-Ethnicity                                     1   2.71   2.709  2.2035  0.13836    
-Income                                        1   0.10   0.102  0.0828  0.77362    
-Religion                                      1   0.29   0.290  0.2358  0.62745    
-trust.in.science_7                            1  83.49  83.490 67.9016 1.68e-15 ***
-need_for_cognition                            1   4.64   4.636  3.7707  0.05275 .  
-interpersonal.trust_1                         1   9.61   9.614  7.8188  0.00538 ** 
-complexity:as.factor(isCovidData)             2  15.30   7.651  6.2223  0.00215 ** 
-complexity:chartType                          2   2.54   1.269  1.0324  0.35693    
-as.factor(isCovidData):chartType              1   0.40   0.405  0.3291  0.56646    
-complexity:as.factor(isCovidData):chartType   2   1.01   0.505  0.4106  0.66349    
-Residuals                                   476 585.28   1.230                     
+                                             Df Sum Sq Mean Sq F value    Pr(&gt;F)    
+complexity                                    2   4.49   2.244  1.8706  0.155263    
+as.factor(isCovidData)                        1   0.26   0.260  0.2166  0.641837    
+chartType                                     1   0.56   0.558  0.4650  0.495637    
+Age                                           1   2.78   2.780  2.3175  0.128648    
+Gender                                        3   6.60   2.199  1.8331  0.140369    
+State_1                                      45  85.67   1.904  1.5870  0.011404 *  
+Education                                     9  28.66   3.185  2.6549  0.005264 ** 
+Parents_education                             2   2.15   1.075  0.8964  0.408805    
+Language                                      3   1.74   0.580  0.4837  0.693744    
+Ethnicity                                     8  11.70   1.463  1.2195  0.285606    
+Income                                       18  28.87   1.604  1.3369  0.160010    
+Religion                                      4   5.52   1.379  1.1495  0.332649    
+trust.in.science_7                            1  77.76  77.758 64.8188 7.892e-15 ***
+need_for_cognition                            1   2.94   2.940  2.4506  0.118207    
+interpersonal.trust_1                         1   8.16   8.157  6.8000  0.009429 ** 
+complexity:as.factor(isCovidData)             2  11.23   5.614  4.6796  0.009754 ** 
+complexity:chartType                          2   1.32   0.659  0.5495  0.577635    
+as.factor(isCovidData):chartType              1   0.07   0.066  0.0547  0.815267    
+complexity:as.factor(isCovidData):chartType   2   0.38   0.191  0.1589  0.853166    
+Residuals                                   436 523.04   1.200                      
 ---
 Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</code></pre>
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-<pre class="r"><code># post-hoc tests
-aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()</code></pre>
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+<pre class="r"><code># # post-hoc tests
+# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))</code></pre>
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-<pre class="r"><code># effect sizes
-eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
-                  + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
-                  interpersonal.trust_1,
-             data = results))</code></pre>
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxubW9kZWwgPC0gbG0oZm9ybXVsYSA9IHZpcy50cnVzdF82IH4gY29tcGxleGl0eSAqIGFzLmZhY3Rvcihpc0NvdmlkRGF0YSkgKiBkYXRhLnRydXN0XzZcbiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICsgQWdlICsgR2VuZGVyICsgU3RhdGVfMSArIEVkdWNhdGlvbiArIFBhcmVudHNfZWR1Y2F0aW9uICsgTGFuZ3VhZ2UgKyBFdGhuaWNpdHkgKyBJbmNvbWUgKyBSZWxpZ2lvbiArIHRydXN0LmluLnNjaWVuY2VfNyArIG5lZWRfZm9yX2NvZ25pdGlvbiArIGludGVycGVyc29uYWwudHJ1c3RfMSAsXG4gICAgICAgICAgICBkYXRhID0gcmVzdWx0cylcbmFub3ZhKG1vZGVsKVxuYGBgIn0= -->
+<pre class="r"><code>model &lt;- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * data.trust_6
+                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
+            data = results)
+anova(model)</code></pre>
 <!-- rnb-source-end -->
-<!-- rnb-output-begin 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 -->
-<pre><code># Effect Size for ANOVA (Type I)
-
-Parameter                                   | Eta2 (partial) |       95% CI
----------------------------------------------------------------------------
-complexity                                  |       8.51e-03 | [0.00, 1.00]
-as.factor(isCovidData)                      |       4.97e-04 | [0.00, 1.00]
-chartType                                   |       1.07e-03 | [0.00, 1.00]
-Age                                         |       5.29e-03 | [0.00, 1.00]
-as.factor(Gender)                           |           0.01 | [0.00, 1.00]
-State_1                                     |           0.14 | [0.01, 1.00]
-as.factor(Education)                        |           0.05 | [0.01, 1.00]
-as.factor(Parents_education)                |       4.09e-03 | [0.00, 1.00]
-as.factor(Language)                         |       3.32e-03 | [0.00, 1.00]
-as.factor(Ethnicity)                        |           0.02 | [0.00, 1.00]
-as.factor(Income)                           |           0.05 | [0.00, 1.00]
-as.factor(Religion)                         |           0.01 | [0.00, 1.00]
-trust.in.science_7                          |           0.13 | [0.08, 1.00]
-need_for_cognition                          |       5.59e-03 | [0.00, 1.00]
-interpersonal.trust_1                       |           0.02 | [0.00, 1.00]
-complexity:as.factor(isCovidData)           |           0.02 | [0.00, 1.00]
-complexity:chartType                        |       2.51e-03 | [0.00, 1.00]
-as.factor(isCovidData):chartType            |       1.25e-04 | [0.00, 1.00]
-complexity:as.factor(isCovidData):chartType |       7.28e-04 | [0.00, 1.00]
-
-- One-sided CIs: upper bound fixed at [1.00].</code></pre>
+<!-- rnb-output-begin 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 -->
+<pre><code>Analysis of Variance Table
+
+Response: vis.trust_6
+                                                Df Sum Sq Mean Sq  F value    Pr(&gt;F)    
+complexity                                       2   4.49    2.24   2.9091   0.05559 .  
+as.factor(isCovidData)                           1   0.26    0.26   0.3369   0.56191    
+data.trust_6                                     1 328.56  328.56 425.9346 &lt; 2.2e-16 ***
+Age                                              1   1.41    1.41   1.8245   0.17748    
+Gender                                           3   3.88    1.29   1.6787   0.17085    
+State_1                                         45  51.78    1.15   1.4917   0.02481 *  
+Education                                        9  12.74    1.42   1.8347   0.06017 .  
+Parents_education                                2   3.09    1.55   2.0046   0.13596    
+Language                                         3   1.69    0.56   0.7311   0.53383    
+Ethnicity                                        8   5.02    0.63   0.8129   0.59143    
+Income                                          18  12.83    0.71   0.9239   0.54952    
+Religion                                         4   2.28    0.57   0.7373   0.56690    
+trust.in.science_7                               1  22.39   22.39  29.0288 1.169e-07 ***
+need_for_cognition                               1   0.18    0.18   0.2290   0.63251    
+interpersonal.trust_1                            1   0.76    0.76   0.9916   0.31990    
+complexity:as.factor(isCovidData)                2   4.36    2.18   2.8268   0.06029 .  
+complexity:data.trust_6                          2   3.91    1.95   2.5327   0.08061 .  
+as.factor(isCovidData):data.trust_6              1   2.33    2.33   3.0262   0.08264 .  
+complexity:as.factor(isCovidData):data.trust_6   2   5.59    2.79   3.6223   0.02753 *  
+Residuals                                      436 336.33    0.77                       
+---
+Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</code></pre>
 <!-- rnb-output-end -->
+<!-- rnb-source-begin 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 -->
+<pre class="r"><code># # post-hoc tests
+# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))</code></pre>
+<!-- rnb-source-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <p>Colinearity of trust in vis and trust in data</p>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuY29saW5lYXJpdHlfbW9kZWwgPC0gbG0oZm9ybXVsYSA9IHRydXN0LmluLnNjaWVuY2VfNyB+IGFmZmVjdC5hZXN0aGV0aWNfMSArIGFmZmVjdC5jbGFyaXR5XzEgKyBhZmZlY3Quc2NpZW5jZV8xICsgdmlzLnRydXN0XzEgKyB2aXMudHJ1c3RfMiArIHZpcy50cnVzdF8zICsgdmlzLnRydXN0XzYgKyBkYXRhLnRydXN0XzYgKyBkYXRhLnRydXN0XzUgKyBkYXRhLnRydXN0XzQgKyBkYXRhLnRydXN0XzMgKyBkYXRhLnRydXN0XzIgKyBkYXRhLnRydXN0XzEgKyBpbnRlcnBlcnNvbmFsLnRydXN0XzEsXG4gICAgICAgICAgICBkYXRhID0gcmVzdWx0cylcbnZpZihjb2xpbmVhcml0eV9tb2RlbClcbmBgYCJ9 -->
-<pre class="r"><code>colinearity_model &lt;- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
+<!-- rnb-source-begin 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 -->
+<pre class="r"><code>colinearity_model &lt;- lm(formula = Age ~ vis.trust_1 + vis.trust_2 + vis.trust_3 + affect.science_1 + affect.clarity_1 + affect.aesthetic_1 + vis.trust_6 + data.trust_1 + data.trust_2 + data.trust_3 + data.trust_4 + data.trust_5 + data.trust_6 + interpersonal.trust_1 + trust.in.science_7 + need_for_cognition,
             data = results)
 vif(colinearity_model)</code></pre>
 <!-- rnb-source-end -->
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-<pre><code>   affect.aesthetic_1      affect.clarity_1      affect.science_1           vis.trust_1           vis.trust_2           vis.trust_3           vis.trust_6          data.trust_6          data.trust_5 
-             1.221168              1.399464              1.290989              1.437100              1.518254              1.371362              2.346474              2.010199              1.389918 
-         data.trust_4          data.trust_3          data.trust_2          data.trust_1 interpersonal.trust_1 
-             1.619417              1.918474              1.329482              1.987817              1.083844 </code></pre>
+<!-- rnb-output-begin 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 -->
+<pre><code>          vis.trust_1           vis.trust_2           vis.trust_3      affect.science_1      affect.clarity_1    affect.aesthetic_1           vis.trust_6          data.trust_1 
+             1.451345              1.536476              1.383876              1.316732              1.407592              1.222239              2.394390              2.027506 
+         data.trust_2          data.trust_3          data.trust_4          data.trust_5          data.trust_6 interpersonal.trust_1    trust.in.science_7    need_for_cognition 
+             1.338471              1.931176              1.626943              1.399383              2.031249              1.145607              1.289928              1.123577 </code></pre>
 <!-- rnb-output-end -->
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 <!-- rnb-text-begin -->
 <p>vif(colinearity_model)relation of trust in vis and trust in data</p>
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-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuZGF0YV9mcmFtZSA9IGRhdGEuZnJhbWUocmVzdWx0cyR2aXMudHJ1c3RfMSwgcmVzdWx0cyR2aXMudHJ1c3RfMiwgcmVzdWx0cyR2aXMudHJ1c3RfMywgcmVzdWx0cyR2aXMudHJ1c3RfNCwgcmVzdWx0cyR2aXMudHJ1c3RfNSwgcmVzdWx0cyR2aXMudHJ1c3RfNiwgcmVzdWx0cyRkYXRhLnRydXN0XzEsIHJlc3VsdHMkZGF0YS50cnVzdF8yLCByZXN1bHRzJGRhdGEudHJ1c3RfMywgcmVzdWx0cyRkYXRhLnRydXN0XzQsIHJlc3VsdHMkZGF0YS50cnVzdF81LCByZXN1bHRzJGRhdGEudHJ1c3RfNilcbmNvcihkYXRhX2ZyYW1lKVxuYGBgIn0= -->
-<pre class="r"><code>data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$vis.trust_4, results$vis.trust_5, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6)
+<!-- rnb-source-begin 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 -->
+<pre class="r"><code>data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$affect.science_1, results$affect.clarity_1, results$affect.aesthetic_1, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6, results$interpersonal.trust_1, results$trust.in.science_7, results$need_for_cognition)
 cor(data_frame)</code></pre>
 <!-- rnb-source-end -->
+<!-- rnb-output-begin {"data":"                              results.vis.trust_1 results.vis.trust_2 results.vis.trust_3 results.affect.science_1 results.affect.clarity_1 results.affect.aesthetic_1 results.vis.trust_6\nresults.vis.trust_1                    1.00000000          0.30603364           0.3335126               0.21260616               0.22908119                0.161895623           0.4352392\nresults.vis.trust_2                    0.30603364          1.00000000           0.3185398               0.21882382               0.38010499                0.210356849           0.3717094\nresults.vis.trust_3                    0.33351260          0.31853977           1.0000000               0.20429062               0.19581692                0.214204268           0.4533384\nresults.affect.science_1               0.21260616          0.21882382           0.2042906               1.00000000               0.33609883                0.204736322           0.3670608\nresults.affect.clarity_1               0.22908119          0.38010499           0.1958169               0.33609883               1.00000000                0.337592664           0.2636620\nresults.affect.aesthetic_1             0.16189562          0.21035685           0.2142043               0.20473632               0.33759266                1.000000000           0.2126601\nresults.vis.trust_6                    0.43523917          0.37170940           0.4533384               0.36706079               0.26366200                0.212660057           1.0000000\nresults.data.trust_1                   0.26439184          0.27183549           0.2688877               0.29970246               0.18674503                0.055843812           0.4865443\nresults.data.trust_2                   0.37975432          0.13618213           0.2204795               0.16312490               0.13028638                0.069923728           0.3552367\nresults.data.trust_3                   0.23861919          0.20486490           0.2522240               0.20443713               0.10254219                0.007991534           0.4687157\nresults.data.trust_4                   0.33317352          0.46202164           0.2756532               0.13994585               0.31245333                0.125605790           0.3043290\nresults.data.trust_5                   0.29994850          0.29194397           0.2867424               0.16517251               0.20028755                0.034688919           0.3330997\nresults.data.trust_6                   0.31312533          0.24811104           0.2989314               0.31476136               0.23759439                0.201895769           0.6423608\nresults.interpersonal.trust_1          0.05835097          0.09409427           0.1247254               0.11722193               0.07002999                0.122446005           0.1998239\nresults.trust.in.science_7             0.16252317          0.10688364           0.1728844               0.27841654               0.10020205                0.119601319           0.3597058\nresults.need_for_cognition             0.15962288          0.19823004           0.1755269               0.08658904               0.15507619                0.111625168           0.1235768\n                              results.data.trust_1 results.data.trust_2 results.data.trust_3 results.data.trust_4 results.data.trust_5 results.data.trust_6 results.interpersonal.trust_1\nresults.vis.trust_1                     0.26439184          0.379754317          0.238619187           0.33317352           0.29994850            0.3131253                   0.058350967\nresults.vis.trust_2                     0.27183549          0.136182128          0.204864905           0.46202164           0.29194397            0.2481110                   0.094094266\nresults.vis.trust_3                     0.26888772          0.220479539          0.252224040           0.27565318           0.28674241            0.2989314                   0.124725445\nresults.affect.science_1                0.29970246          0.163124900          0.204437133           0.13994585           0.16517251            0.3147614                   0.117221929\nresults.affect.clarity_1                0.18674503          0.130286383          0.102542191           0.31245333           0.20028755            0.2375944                   0.070029988\nresults.affect.aesthetic_1              0.05584381          0.069923728          0.007991534           0.12560579           0.03468892            0.2018958                   0.122446005\nresults.vis.trust_6                     0.48654432          0.355236712          0.468715678           0.30432896           0.33309973            0.6423608                   0.199823910\nresults.data.trust_1                    1.00000000          0.354243336          0.633165113           0.33493202           0.32765442            0.4724895                   0.177311461\nresults.data.trust_2                    0.35424334          1.000000000          0.303803653           0.26788614           0.24099348            0.2962105                   0.005812963\nresults.data.trust_3                    0.63316511          0.303803653          1.000000000           0.26620940           0.28423537            0.5144155                   0.115995620\nresults.data.trust_4                    0.33493202          0.267886137          0.266209404           1.00000000           0.45078351            0.3166447                   0.061846703\nresults.data.trust_5                    0.32765442          0.240993481          0.284235370           0.45078351           1.00000000            0.2811698                   0.085330204\nresults.data.trust_6                    0.47248947          0.296210513          0.514415463           0.31664466           0.28116980            1.0000000                   0.216304857\nresults.interpersonal.trust_1           0.17731146          0.005812963          0.115995620           0.06184670           0.08533020            0.2163049                   1.000000000\nresults.trust.in.science_7              0.29639221          0.149243227          0.185909569           0.08575097           0.18678733            0.3218312                   0.265112727\nresults.need_for_cognition              0.03557650         -0.017288407          0.040330525           0.12074789           0.07593050            0.1320584                   0.187990492\n                              results.trust.in.science_7 results.need_for_cognition\nresults.vis.trust_1                           0.16252317                 0.15962288\nresults.vis.trust_2                           0.10688364                 0.19823004\nresults.vis.trust_3                           0.17288439                 0.17552693\nresults.affect.science_1                      0.27841654                 0.08658904\nresults.affect.clarity_1                      0.10020205                 0.15507619\nresults.affect.aesthetic_1                    0.11960132                 0.11162517\nresults.vis.trust_6                           0.35970583                 0.12357680\nresults.data.trust_1                          0.29639221                 0.03557650\nresults.data.trust_2                          0.14924323                -0.01728841\nresults.data.trust_3                          0.18590957                 0.04033052\nresults.data.trust_4                          0.08575097                 0.12074789\nresults.data.trust_5                          0.18678733                 0.07593050\nresults.data.trust_6                          0.32183121                 0.13205838\nresults.interpersonal.trust_1                 0.26511273                 0.18799049\nresults.trust.in.science_7                    1.00000000                 0.13326549\nresults.need_for_cognition                    0.13326549                 1.00000000\n"} -->
+<pre><code>                              results.vis.trust_1 results.vis.trust_2 results.vis.trust_3 results.affect.science_1 results.affect.clarity_1 results.affect.aesthetic_1 results.vis.trust_6
+results.vis.trust_1                    1.00000000          0.30603364           0.3335126               0.21260616               0.22908119                0.161895623           0.4352392
+results.vis.trust_2                    0.30603364          1.00000000           0.3185398               0.21882382               0.38010499                0.210356849           0.3717094
+results.vis.trust_3                    0.33351260          0.31853977           1.0000000               0.20429062               0.19581692                0.214204268           0.4533384
+results.affect.science_1               0.21260616          0.21882382           0.2042906               1.00000000               0.33609883                0.204736322           0.3670608
+results.affect.clarity_1               0.22908119          0.38010499           0.1958169               0.33609883               1.00000000                0.337592664           0.2636620
+results.affect.aesthetic_1             0.16189562          0.21035685           0.2142043               0.20473632               0.33759266                1.000000000           0.2126601
+results.vis.trust_6                    0.43523917          0.37170940           0.4533384               0.36706079               0.26366200                0.212660057           1.0000000
+results.data.trust_1                   0.26439184          0.27183549           0.2688877               0.29970246               0.18674503                0.055843812           0.4865443
+results.data.trust_2                   0.37975432          0.13618213           0.2204795               0.16312490               0.13028638                0.069923728           0.3552367
+results.data.trust_3                   0.23861919          0.20486490           0.2522240               0.20443713               0.10254219                0.007991534           0.4687157
+results.data.trust_4                   0.33317352          0.46202164           0.2756532               0.13994585               0.31245333                0.125605790           0.3043290
+results.data.trust_5                   0.29994850          0.29194397           0.2867424               0.16517251               0.20028755                0.034688919           0.3330997
+results.data.trust_6                   0.31312533          0.24811104           0.2989314               0.31476136               0.23759439                0.201895769           0.6423608
+results.interpersonal.trust_1          0.05835097          0.09409427           0.1247254               0.11722193               0.07002999                0.122446005           0.1998239
+results.trust.in.science_7             0.16252317          0.10688364           0.1728844               0.27841654               0.10020205                0.119601319           0.3597058
+results.need_for_cognition             0.15962288          0.19823004           0.1755269               0.08658904               0.15507619                0.111625168           0.1235768
+                              results.data.trust_1 results.data.trust_2 results.data.trust_3 results.data.trust_4 results.data.trust_5 results.data.trust_6 results.interpersonal.trust_1
+results.vis.trust_1                     0.26439184          0.379754317          0.238619187           0.33317352           0.29994850            0.3131253                   0.058350967
+results.vis.trust_2                     0.27183549          0.136182128          0.204864905           0.46202164           0.29194397            0.2481110                   0.094094266
+results.vis.trust_3                     0.26888772          0.220479539          0.252224040           0.27565318           0.28674241            0.2989314                   0.124725445
+results.affect.science_1                0.29970246          0.163124900          0.204437133           0.13994585           0.16517251            0.3147614                   0.117221929
+results.affect.clarity_1                0.18674503          0.130286383          0.102542191           0.31245333           0.20028755            0.2375944                   0.070029988
+results.affect.aesthetic_1              0.05584381          0.069923728          0.007991534           0.12560579           0.03468892            0.2018958                   0.122446005
+results.vis.trust_6                     0.48654432          0.355236712          0.468715678           0.30432896           0.33309973            0.6423608                   0.199823910
+results.data.trust_1                    1.00000000          0.354243336          0.633165113           0.33493202           0.32765442            0.4724895                   0.177311461
+results.data.trust_2                    0.35424334          1.000000000          0.303803653           0.26788614           0.24099348            0.2962105                   0.005812963
+results.data.trust_3                    0.63316511          0.303803653          1.000000000           0.26620940           0.28423537            0.5144155                   0.115995620
+results.data.trust_4                    0.33493202          0.267886137          0.266209404           1.00000000           0.45078351            0.3166447                   0.061846703
+results.data.trust_5                    0.32765442          0.240993481          0.284235370           0.45078351           1.00000000            0.2811698                   0.085330204
+results.data.trust_6                    0.47248947          0.296210513          0.514415463           0.31664466           0.28116980            1.0000000                   0.216304857
+results.interpersonal.trust_1           0.17731146          0.005812963          0.115995620           0.06184670           0.08533020            0.2163049                   1.000000000
+results.trust.in.science_7              0.29639221          0.149243227          0.185909569           0.08575097           0.18678733            0.3218312                   0.265112727
+results.need_for_cognition              0.03557650         -0.017288407          0.040330525           0.12074789           0.07593050            0.1320584                   0.187990492
+                              results.trust.in.science_7 results.need_for_cognition
+results.vis.trust_1                           0.16252317                 0.15962288
+results.vis.trust_2                           0.10688364                 0.19823004
+results.vis.trust_3                           0.17288439                 0.17552693
+results.affect.science_1                      0.27841654                 0.08658904
+results.affect.clarity_1                      0.10020205                 0.15507619
+results.affect.aesthetic_1                    0.11960132                 0.11162517
+results.vis.trust_6                           0.35970583                 0.12357680
+results.data.trust_1                          0.29639221                 0.03557650
+results.data.trust_2                          0.14924323                -0.01728841
+results.data.trust_3                          0.18590957                 0.04033052
+results.data.trust_4                          0.08575097                 0.12074789
+results.data.trust_5                          0.18678733                 0.07593050
+results.data.trust_6                          0.32183121                 0.13205838
+results.interpersonal.trust_1                 0.26511273                 0.18799049
+results.trust.in.science_7                    1.00000000                 0.13326549
+results.need_for_cognition                    0.13326549                 1.00000000</code></pre>
+<!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <p>Trust in science, need for cognition, and interpersonal trust on
@@ -2087,22 +2151,51 @@ <h1 class="title toc-ignore">Trust in Science Analysis Notebook</h1>
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-<!-- rnb-source-begin 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 -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxubW9kZWwgPC0gbG0oZm9ybXVsYSA9IGRhdGEudHJ1c3RfNiB+IGNvbXBsZXhpdHkgKiBhcy5mYWN0b3IoaXNDb3ZpZERhdGEpICogY2hhcnRUeXBlXG4gICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICArIEFnZSArIEdlbmRlciArIFN0YXRlXzEgKyBFZHVjYXRpb24gKyBQYXJlbnRzX2VkdWNhdGlvbiArIExhbmd1YWdlICsgRXRobmljaXR5ICsgSW5jb21lICsgUmVsaWdpb24gKyB0cnVzdC5pbi5zY2llbmNlXzcgKyBuZWVkX2Zvcl9jb2duaXRpb24gKyBpbnRlcnBlcnNvbmFsLnRydXN0XzEgLFxuICAgICAgICAgICAgZGF0YSA9IHJlc3VsdHMpXG5hbm92YShtb2RlbClcbmBgYCJ9 -->
 <pre class="r"><code>model &lt;- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                     + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
             data = results)
-anova(model)
+anova(model)</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-output-begin 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 -->
+<pre><code>Analysis of Variance Table
 
-# post-hoc tests
-aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
-aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
-# effect sizes
-eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
-                  Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
-                  as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
-                  interpersonal.trust_1,
-             data = results))
-emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)</code></pre>
+Response: data.trust_6
+                                             Df Sum Sq Mean Sq F value    Pr(&gt;F)    
+complexity                                    2   8.74   4.369  3.3220  0.036998 *  
+as.factor(isCovidData)                        1   3.58   3.576  2.7195  0.099846 .  
+chartType                                     1   1.02   1.019  0.7745  0.379316    
+Age                                           1   0.60   0.600  0.4562  0.499778    
+Gender                                        3   6.78   2.262  1.7197  0.162190    
+State_1                                      45 130.36   2.897  2.2029 2.891e-05 ***
+Education                                     9  22.40   2.489  1.8929  0.051202 .  
+Parents_education                             2   6.23   3.114  2.3683  0.094847 .  
+Language                                      3   1.94   0.646  0.4913  0.688504    
+Ethnicity                                     8   9.02   1.127  0.8571  0.552911    
+Income                                       18  47.32   2.629  1.9989  0.008919 ** 
+Religion                                      4  10.09   2.524  1.9189  0.106266    
+trust.in.science_7                            1  47.98  47.978 36.4827 3.303e-09 ***
+need_for_cognition                            1   5.27   5.275  4.0109  0.045826 *  
+interpersonal.trust_1                         1  12.51  12.512  9.5140  0.002169 ** 
+complexity:as.factor(isCovidData)             2   6.02   3.011  2.2899  0.102496    
+complexity:chartType                          2   3.41   1.704  1.2957  0.274767    
+as.factor(isCovidData):chartType              1   6.95   6.949  5.2844  0.021989 *  
+complexity:as.factor(isCovidData):chartType   2   1.89   0.945  0.7187  0.487972    
+Residuals                                   436 573.37   1.315                      
+---
+Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</code></pre>
+<!-- rnb-output-end -->
+<!-- rnb-source-begin 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 -->
+<pre class="r"><code># # post-hoc tests
+# aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
+# aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %&gt;% tukey_hsd()
+# # effect sizes
+# eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
+#                   Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
+#                   as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
+#                   interpersonal.trust_1,
+#              data = results))
+# emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)</code></pre>
 <!-- rnb-source-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -3554,7 +3647,7 @@ <h1>Factor Analysis</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">---
title: "Trust in Science Analysis Notebook"
output:
  html_notebook: default
  pdf_document: default
---
```{r echo = FALSE}
require(tidyverse)
library(psych)
library(ggplot2)
library(car)
library(lme4)
library(emmeans)
library(pwr)
library(patchwork)
library(rstatix)
library(effectsize)
library(GPArotation)
# environment to include the ss_psych450_rws3 platform
load("ss_psych450_rws3")
```

Load Data

```{r}
results <- read.csv("data_clean.csv")

# trust in data is the column: bar-data_6
# trust in vis is the column: bar-vis_6
```

Converting covariates to factors
```{r}
results$Gender <- as.factor(results$Gender)
results$Education <- as.factor(results$Education)
results$Parents_education <- as.factor(results$Parents_education)
results$Language <- as.factor(results$Language)
results$Ethnicity <- as.factor(results$Ethnicity)
results$Income <- as.factor(results$Income)
results$Religion <- as.factor(results$Religion)
```

Trust in Vis

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))
```

```{r}

MinMeanSEMMax <- function(x) {
  v <- c(min(x), mean(x) - sd(x)/sqrt(length(x)), mean(x), mean(x) + sd(x)/sqrt(length(x)), max(x))
  names(v) <- c("ymin", "lower", "middle", "upper", "ymax")
  v
}

results %>%
  # group_by(complexity, isCovidData) %>%
  ggplot(aes( x = vis.trust_6, y = 0, cex=1.5, colour = as.factor(isCovidData))) +
  scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.3, height = 0.2, color = "light gray", alpha = 0.5) +
  #stat_summary(fun.data=MinMeanSEMMax, geom="boxplot", colour="red") +

  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5) +

  geom_segment(data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = mean(vis.trust_6),
            se = sd(data.trust_6)/sqrt(n)), 
              aes(x = mean, xend = mean, y = -.25, yend = .25,  colour = as.factor(isCovidData)), size = 1) +
        # stat_summary(fun.data = "mean_cl_boot", colour = "red", size = 0.5, position = position_nudge(x=0.25, y=0), alpha=0.5) +

  geom_text( data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = round(mean(vis.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            # aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.2, y = 0.43, fontface = 3), size=3, colour = "black")+
              aes(label = paste(mean), x = mean, y = .35, fontface = 3), size=4, colour = "black")+

  facet_grid(complexity ~ isCovidData) +
  xlab("Trust in Visualization") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())



ggsave(paste("complexity_dataType_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity, isCovidData) %>%
  summarize(n = n(),
            mean = mean(vis.trust_6),
            se = sd(vis.trust_6)/sqrt(n),
            n = n)
```

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))

results %>%
  ggplot(aes(x = data.trust_6, y = 0)) +
  # scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.25, height = 0.2, color = "light gray", alpha = 0.5) +
  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5, color = "salmon") +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6), size = 1,colour = "salmon") +
  geom_text( data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                           mean = round(mean(data.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.8, y = 0.43, fontface = 3), size=3, colour = "black")+
  facet_grid(rows = vars(complexity)) +
  xlab("Trust in Data") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())

ggsave(paste("complexity_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity) %>%
  summarize(n = n(),
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

Linear Regression Model for trust in vis as a function of 
```{r}
model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
```
Colinearity of trust in vis and trust in data
```{r}
colinearity_model <- lm(formula = trust.in.science_7 ~ affect.aesthetic_1 + affect.clarity_1 + affect.science_1 + vis.trust_1 + vis.trust_2 + vis.trust_3 + vis.trust_6 + data.trust_6 + data.trust_5 + data.trust_4 + data.trust_3 + data.trust_2 + data.trust_1 + interpersonal.trust_1,
            data = results)
vif(colinearity_model)
```

vif(colinearity_model)relation of trust in vis and trust in data
```{r}
data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$vis.trust_4, results$vis.trust_5, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6)
cor(data_frame)
```

Trust in science, need for cognition, and interpersonal trust on trust in Vis
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = vis.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```






Trust in Data

```{r}
results %>%
  ggplot(aes(x = data.trust_6, y = isCovidData, colour = as.factor(isCovidData))) +
  geom_jitter(data = results, width = 0.5) +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity, isCovidData, chartType) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) +
  theme_minimal()

results %>% 
  group_by(complexity, isCovidData) %>%
  summarize(n = n(), 
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

```{r}
model <- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# post-hoc tests
aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
# effect sizes
eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
                  Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
                  as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
                  interpersonal.trust_1,
             data = results))
emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
```

Trust in science, need for cognition, and interpersonal trust on trust in Data
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = data.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```


















```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6)

results_long_data %>%
  ggplot(aes(x = trustRatingData, y = 1, color = complexity)) +
  geom_jitter() +
  ylim(0, 2) + 
  labs(title = "Trust in data (All)") + 
  geom_vline(data = results_long_data %>% 
               group_by(complexity, trustItemData) %>%
               summarize(n = n(), 
                         average = mean(trustRatingData)), 
             aes(xintercept = average, color = complexity)) +
  facet_grid(vars(trustItemData)) +
  theme_minimal()
```


# Relationship between trust in data and vis, across complexity

```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         chartType, isCovidData, 
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         # data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, 
         data.trust_6)

results_long_vis <- results %>%
  gather(key = trustItemVis, value = trustRatingVis, 
         # vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, 
         vis.trust_6)

results_long_all <- merge(results_long_vis, results_long_data, 
                          by = c("ResponseId", "complexity", "chartType", "isCovidData"))

model<- glm(trustRatingVis ~  trustRatingData * complexity + 
              trustRatingData *  chartType + 
              trustRatingData *  as.factor(isCovidData),
                      data = results_long_all)
Anova(model)
```

```{r}
results_long_all %>%
  # filter(trustItemVis == "bar.vis_2") %>%
  ggplot(aes(x = trustRatingVis, y = trustRatingData, color = as.factor(isCovidData))) +
  geom_jitter(alpha = 0.25) +
  stat_smooth(method = "lm",
              formula = y ~ x,
              geom = "smooth", color = "black") +
  labs(title = "Relationship bewteen trust in Vis and Data") + 
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal()
```



# Do the trust items predict trust?


```{r}
model <- lm(formula = vis.trust_6 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 + 
              vis.trust_4 + 
              vis.trust_5 + 
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
model <- lm(formula = data.trust_6 ~ data.trust_1 + 
              data.trust_2 + 
              data.trust_3 + 
              data.trust_4 + 
              data.trust_5 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

# Which trust measurements predict behavioral outcomes?

```{r}
model <- lm(formula = vis.trust_4 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

```{r}
model <- lm(formula = vis.trust_5 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
results %>%
  ggplot(aes(x = data.trust_1, y = data.trust_6, color = as.factor(isCovidData))) +
  geom_jitter() +
  geom_smooth(method="lm") +
  facet_wrap(~isCovidData) +
  theme_minimal()
```









How does performance on VLAT questions predict trust?

```{r}
model <- lm(formula = vis.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(vis.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  ggplot(aes(x = vis.trust_6, y = vlat_performance, colour = as.factor(assigned_vlat))) +
  geom_jitter(width = 0.5) +
  # y(0, 2) + 
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(vlat_level), cols = vars(chartType)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Overall distribution of VLAT performance

Trust in Vis 
```{r}
# vlat_long <- results %>%
#   gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) 
# 
# model <- lmer(formula = vlat_performance ~ vlat_level * isCovidData * chartType +
#               Age + Gender + State_1 + Education + Parents_education + Language + 
#               Ethnicity + Income + Religion + trust.in.science_7 + 
#               need_for_cognition + interpersonal.trust_1 + (1|ResponseId),
#             data = vlat_long)
# Anova(model)
# 
# emmeans(aov(vlat_performance ~ vlat_level , data = results) , ~ vlat_simple | vlat_complex)
# 
# # post-hoc tests
# aov(vlat_performance ~ vlat_level * as.factor(isCovidData), data = vlat_long) %>% tukey_hsd()
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  group_by(vlat_level, chartType, isCovidData) %>%
  summarize(n = n(),
            mean_vlat_performance = mean(vlat_performance),
            se = sd(vlat_performance)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = vlat_level, y = mean_vlat_performance, 
             ymax = mean_vlat_performance + se, ymin = mean_vlat_performance - se,
             colour = vlat_level)) +
  geom_point() +
  geom_errorbar() +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(isCovidData)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Trust in Data


```{r}
model <- lm(formula = data.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```










# Which antecedent drives the interaction effect for trust in visualization for covid data?

```{r}
model <- lm(formula = vis.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.science_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

# Which antecedent drives the main effect for trust in data?

```{r}
model <- lm(formula = data.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_4 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_5 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

# How does provenance data predict trust?

Overall

```{r}
brushed <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "brushed") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(isCovidData)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
brushed

interactions <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_interactions") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
interactions

exploreTime <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_time") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
exploreTime

exploreTime + interactions + brushed
ggsave("provenanceResults.png", width = 26, height = 14)
```
explore_interactions

```{r}
model <- lm(formula = explore_interactions ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

explore_time

```{r}
model <- lm(formula = explore_time ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```



Hypothesis:
for the complex condition, we expect people who brushed more to have higher trust

```{r}
complexCondition <- results %>%
  filter(complexity == "complex")

# can change the predictor to bar.vis
model<- manova(cbind(data.trust_1, 
                     data.trust_2, 
                     data.trust_3, 
                     data.trust_4, 
                     data.trust_5, 
                     data.trust_6) ~ brushed + explore_interactions + explore_time, 
               data = complexCondition)
summary.aov(model)
```

Hypothesis:
for all the conditions, we expect people who hovered more to have higher trust


```{r}
# can change the predictor to bar.vis
model<- manova(cbind(vis.trust_6, 
                     vis.trust_5, 
                     vis.trust_4, 
                     vis.trust_3, 
                     vis.trust_2, 
                     vis.trust_1) ~ brushed + explore_interactions + explore_time, 
               data = results)
summary.aov(model)
```



# Affect on Trust {it's own section}

```{r}
results %>%
  gather(key = affects, value = affectRatings, affect.science_1,  affect.clarity_1, affect.aesthetic_1) %>%
  group_by(affects, chartType, isCovidData, complexity) %>%
  summarize(n = n(),
            mean = mean(affectRatings),
            se = sd(affectRatings)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = affects, y = mean, 
             ymax = mean + se, ymin = mean - se,
             colour = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
ggsave("affectMeasures.png", width = 17, height = 9)
```


```{r}
model <- lm(formula = affect.science_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```
```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```

Trust in Vis


```{r}
model <- lm(formula = vis.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)

emmeans(aov(vis.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```


Trust in Data

```{r}
model <- lm(formula = data.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```










# Factor Analysis 


```{r}
factorAnalysis <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6,
         vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, vis.trust_6,
         trust.in.science_1, trust.in.science_2, trust.in.science_3, trust.in.science_4, trust.in.science_5,
         trust.in.science_6, trust.in.science_7, trust.in.science_8, 
         cognition_1, cognition_2, cognition_3, cognition_4, cognition_5, cognition_6,
         # brushed, explore_interactions, # explore_time, 
         interpersonal.trust_1,
         vlat_simple, vlat_moderate, vlat_complex,
         # initial impression
         affect.science_1, affect.clarity_1, affect.aesthetic_1)

nfactors(factorAnalysis)
```

Factor 4 seem to have minimum compelxity, BIC is pretty low, and big jump for root mean
5 seems meh becuase of the big jump from 4-5 on complexity. 

```{r}
f7 <- fa(factorAnalysis, 7)
pdf(file = "f7.pdf",   # The directory you want to save the file in
    width = 15, # The width of the plot in inches
    height = 23) # The height of the plot in inches
fa.diagram(f7)
dev.off()
# based on the factor analysis, it looks like not all the vis Qs go together and not all the data Qs go together. 
```



</div>
+<div id="rmd-source-code">---
title: "Trust in Science Analysis Notebook"
output:
  html_notebook: default
  pdf_document: default
---
```{r echo = FALSE}
require(tidyverse)
library(psych)
library(ggplot2)
library(car)
library(lme4)
library(emmeans)
library(pwr)
library(patchwork)
library(rstatix)
library(effectsize)
library(GPArotation)
# environment to include the ss_psych450_rws3 platform
load("ss_psych450_rws3")
```

Load Data

```{r}
results <- read.csv("data_clean.csv")

# trust in data is the column: bar-data_6
# trust in vis is the column: bar-vis_6
```

Converting covariates to factors
```{r}
results$Gender <- as.factor(results$Gender)
results$Education <- as.factor(results$Education)
results$Parents_education <- as.factor(results$Parents_education)
results$Language <- as.factor(results$Language)
results$Ethnicity <- as.factor(results$Ethnicity)
results$Income <- as.factor(results$Income)
results$Religion <- as.factor(results$Religion)
```

Trust in Vis

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))
```

```{r}

MinMeanSEMMax <- function(x) {
  v <- c(min(x), mean(x) - sd(x)/sqrt(length(x)), mean(x), mean(x) + sd(x)/sqrt(length(x)), max(x))
  names(v) <- c("ymin", "lower", "middle", "upper", "ymax")
  v
}

results %>%
  # group_by(complexity, isCovidData) %>%
  ggplot(aes( x = vis.trust_6, y = 0, cex=1.5, colour = as.factor(isCovidData))) +
  scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.3, height = 0.2, color = "light gray", alpha = 0.5) +
  #stat_summary(fun.data=MinMeanSEMMax, geom="boxplot", colour="red") +

  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5) +

  geom_segment(data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = mean(vis.trust_6),
            se = sd(data.trust_6)/sqrt(n)), 
              aes(x = mean, xend = mean, y = -.25, yend = .25,  colour = as.factor(isCovidData)), size = 1) +
        # stat_summary(fun.data = "mean_cl_boot", colour = "red", size = 0.5, position = position_nudge(x=0.25, y=0), alpha=0.5) +

  geom_text( data = results %>% 
                group_by(complexity, isCovidData) %>%
                summarize(n = n(), 
                           mean = round(mean(vis.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            # aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.2, y = 0.43, fontface = 3), size=3, colour = "black")+
              aes(label = paste(mean), x = mean, y = .35, fontface = 3), size=4, colour = "black")+

  facet_grid(complexity ~ isCovidData) +
  xlab("Trust in Visualization") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())



ggsave(paste("complexity_dataType_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity, isCovidData) %>%
  summarize(n = n(),
            mean = mean(vis.trust_6),
            se = sd(vis.trust_6)/sqrt(n),
            n = n)
```

```{r}
# results$isCovidData <- factor(results$isCovidData, levels = c(0, 1),
#                   labels = c("Crop Data", "Covid Data"))

results %>%
  ggplot(aes(x = data.trust_6, y = 0)) +
  # scale_color_manual(values = c("purple", "orange")) +
  ylim(-0.5, 0.5) +
  geom_jitter(data = results, width = 0.25, height = 0.2, color = "light gray", alpha = 0.5) +
  geom_boxplot(lwd = 1, fatten = NULL, width = 0.25, alpha = 0.5, color = "salmon") +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6), size = 1,colour = "salmon") +
  geom_text( data = results %>% 
                group_by(complexity) %>%
                summarize(n = n(), 
                           mean = round(mean(data.trust_6),digits=2),
            se = round(sd(data.trust_6)/sqrt(n),digits=2),
                          vis.trust_6 = mean(vis.trust_6)),
            aes(label = paste(mean, "[",mean-se,",",mean+se,"]"), x = 6.8, y = 0.43, fontface = 3), size=3, colour = "black")+
  facet_grid(rows = vars(complexity)) +
  xlab("Trust in Data") +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"),
        legend.position = "none",
        axis.text.y = element_blank(),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank())

ggsave(paste("complexity_interaction.pdf", sep=""))

```


```{r}
results %>%
  group_by(complexity) %>%
  summarize(n = n(),
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

Linear Regression Model for trust in vis as a function of 
```{r}
model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# # post-hoc tests
# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# # effect sizes
# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
#                   interpersonal.trust_1,
#              data = results))
```

```{r}
model <- lm(formula = vis.trust_6 ~ complexity * as.factor(isCovidData) * data.trust_6
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# # post-hoc tests
# aov(vis.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# # effect sizes
# eta_squared(aov(vis.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
#                   + Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
#                   interpersonal.trust_1,
#              data = results))
```

Colinearity of trust in vis and trust in data
```{r}
colinearity_model <- lm(formula = Age ~ vis.trust_1 + vis.trust_2 + vis.trust_3 + affect.science_1 + affect.clarity_1 + affect.aesthetic_1 + vis.trust_6 + data.trust_1 + data.trust_2 + data.trust_3 + data.trust_4 + data.trust_5 + data.trust_6 + interpersonal.trust_1 + trust.in.science_7 + need_for_cognition,
            data = results)
vif(colinearity_model)
```

vif(colinearity_model)relation of trust in vis and trust in data
```{r}
data_frame = data.frame(results$vis.trust_1, results$vis.trust_2, results$vis.trust_3, results$affect.science_1, results$affect.clarity_1, results$affect.aesthetic_1, results$vis.trust_6, results$data.trust_1, results$data.trust_2, results$data.trust_3, results$data.trust_4, results$data.trust_5, results$data.trust_6, results$interpersonal.trust_1, results$trust.in.science_7, results$need_for_cognition)
cor(data_frame)
```

Trust in science, need for cognition, and interpersonal trust on trust in Vis
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = vis.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```






Trust in Data

```{r}
results %>%
  ggplot(aes(x = data.trust_6, y = isCovidData, colour = as.factor(isCovidData))) +
  geom_jitter(data = results, width = 0.5) +
  # labs(title = "Trust in data") + 
  geom_vline(data = results %>% 
                group_by(complexity, isCovidData, chartType) %>%
                summarize(n = n(), 
                          data.trust_6 = mean(data.trust_6)), 
              aes(xintercept = data.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) +
  theme_minimal()

results %>% 
  group_by(complexity, isCovidData) %>%
  summarize(n = n(), 
            mean = mean(data.trust_6),
            se = sd(data.trust_6)/sqrt(n),
            n = n)
```

```{r}
model <- lm(formula = data.trust_6 ~ complexity * as.factor(isCovidData) * chartType
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)

# # post-hoc tests
# aov(data.trust_6 ~ complexity * as.factor(isCovidData), data = results) %>% tukey_hsd()
# aov(data.trust_6 ~ chartType * as.factor(isCovidData), data = results) %>% tukey_hsd()
# # effect sizes
# eta_squared(aov(data.trust_6 ~ complexity * as.factor(isCovidData) * chartType + 
#                   Age + as.factor(Gender) + State_1 + as.factor(Education) + as.factor(Parents_education) + as.factor(Language) + 
#                   as.factor(Ethnicity) + as.factor(Income) + as.factor(Religion) + trust.in.science_7 + need_for_cognition + 
#                   interpersonal.trust_1,
#              data = results))
# emmeans(aov(data.trust_6 ~ complexity , data = results) , ~ complexity)
```

Trust in science, need for cognition, and interpersonal trust on trust in Data
```{r}
results %>%
  gather(key = variables, value = values, 
         trust.in.science_7, need_for_cognition, interpersonal.trust_1) %>%
  ggplot(aes(x = values, y = data.trust_6, color = variables)) +

  facet_grid(cols = vars(variables)) +
    geom_jitter() +
  geom_smooth(color = "black") +
  geom_blank() + 
   theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
```


















```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6)

results_long_data %>%
  ggplot(aes(x = trustRatingData, y = 1, color = complexity)) +
  geom_jitter() +
  ylim(0, 2) + 
  labs(title = "Trust in data (All)") + 
  geom_vline(data = results_long_data %>% 
               group_by(complexity, trustItemData) %>%
               summarize(n = n(), 
                         average = mean(trustRatingData)), 
             aes(xintercept = average, color = complexity)) +
  facet_grid(vars(trustItemData)) +
  theme_minimal()
```


# Relationship between trust in data and vis, across complexity

```{r}
results_long_data <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3,
         data.trust_4, data.trust_5, data.trust_6,
         ResponseId, complexity,
         chartType, isCovidData, 
         vlat_simple, vlat_moderate, vlat_complex) %>%
  gather(key = trustItemData, value = trustRatingData, 
         # data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, 
         data.trust_6)

results_long_vis <- results %>%
  gather(key = trustItemVis, value = trustRatingVis, 
         # vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, 
         vis.trust_6)

results_long_all <- merge(results_long_vis, results_long_data, 
                          by = c("ResponseId", "complexity", "chartType", "isCovidData"))

model<- glm(trustRatingVis ~  trustRatingData * complexity + 
              trustRatingData *  chartType + 
              trustRatingData *  as.factor(isCovidData),
                      data = results_long_all)
Anova(model)
```

```{r}
results_long_all %>%
  # filter(trustItemVis == "bar.vis_2") %>%
  ggplot(aes(x = trustRatingVis, y = trustRatingData, color = as.factor(isCovidData))) +
  geom_jitter(alpha = 0.25) +
  stat_smooth(method = "lm",
              formula = y ~ x,
              geom = "smooth", color = "black") +
  labs(title = "Relationship bewteen trust in Vis and Data") + 
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal()
```



# Do the trust items predict trust?


```{r}
model <- lm(formula = vis.trust_6 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 + 
              vis.trust_4 + 
              vis.trust_5 + 
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
model <- lm(formula = data.trust_6 ~ data.trust_1 + 
              data.trust_2 + 
              data.trust_3 + 
              data.trust_4 + 
              data.trust_5 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

# Which trust measurements predict behavioral outcomes?

```{r}
model <- lm(formula = vis.trust_4 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```

```{r}
model <- lm(formula = vis.trust_5 ~ vis.trust_1 + 
              vis.trust_2 + 
              vis.trust_3 +
              vis.trust_6 +
              affect.science_1 +
              affect.clarity_1 + 
              affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
summary(model)
```


```{r}
results %>%
  ggplot(aes(x = data.trust_1, y = data.trust_6, color = as.factor(isCovidData))) +
  geom_jitter() +
  geom_smooth(method="lm") +
  facet_wrap(~isCovidData) +
  theme_minimal()
```









How does performance on VLAT questions predict trust?

```{r}
model <- lm(formula = vis.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(vis.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  ggplot(aes(x = vis.trust_6, y = vlat_performance, colour = as.factor(assigned_vlat))) +
  geom_jitter(width = 0.5) +
  # y(0, 2) + 
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(vlat_level), cols = vars(chartType)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Overall distribution of VLAT performance

Trust in Vis 
```{r}
# vlat_long <- results %>%
#   gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) 
# 
# model <- lmer(formula = vlat_performance ~ vlat_level * isCovidData * chartType +
#               Age + Gender + State_1 + Education + Parents_education + Language + 
#               Ethnicity + Income + Religion + trust.in.science_7 + 
#               need_for_cognition + interpersonal.trust_1 + (1|ResponseId),
#             data = vlat_long)
# Anova(model)
# 
# emmeans(aov(vlat_performance ~ vlat_level , data = results) , ~ vlat_simple | vlat_complex)
# 
# # post-hoc tests
# aov(vlat_performance ~ vlat_level * as.factor(isCovidData), data = vlat_long) %>% tukey_hsd()
```

```{r}
results %>%
  gather(key = vlat_level, value = vlat_performance, vlat_simple,  vlat_moderate, vlat_complex) %>%
  group_by(vlat_level, chartType, isCovidData) %>%
  summarize(n = n(),
            mean_vlat_performance = mean(vlat_performance),
            se = sd(vlat_performance)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = vlat_level, y = mean_vlat_performance, 
             ymax = mean_vlat_performance + se, ymin = mean_vlat_performance - se,
             colour = vlat_level)) +
  geom_point() +
  geom_errorbar() +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(isCovidData)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
```


Trust in Data


```{r}
model <- lm(formula = data.trust_6 ~ vlat_simple * vlat_moderate * vlat_complex +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ vlat_simple * vlat_complex , data = results) , ~ vlat_simple | vlat_complex)
```










# Which antecedent drives the interaction effect for trust in visualization for covid data?

```{r}
model <- lm(formula = vis.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = vis.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.science_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results %>% filter(isCovidData == 1))
anova(model)
```

# Which antecedent drives the main effect for trust in data?

```{r}
model <- lm(formula = data.trust_1 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_2 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_3 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_4 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = data.trust_5 ~ complexity
                                    + Age + Gender + State_1 + Education + Parents_education + Language + Ethnicity + Income + Religion + trust.in.science_7 + need_for_cognition + interpersonal.trust_1 ,
            data = results)
anova(model)
```

# How does provenance data predict trust?

Overall

```{r}
brushed <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "brushed") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(isCovidData)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
brushed

interactions <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_interactions") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(complexity), cols = vars(chartType)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
interactions

exploreTime <- results %>%
  gather(key = provenance_type, value = provenance_value, brushed, explore_interactions, explore_time) %>%
  group_by(provenance_type, chartType, isCovidData, complexity) %>%
  summarize(n = n(), 
            mean = mean(provenance_value), 
            se = sd(provenance_value)/sqrt(n),
            n = n) %>%
  filter(provenance_type == "explore_time") %>%
  ggplot(aes(x = provenance_type, y = mean, ymax = mean + se, ymin = mean - se, color = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) + 
  theme_minimal() +
  theme(panel.spacing = unit(2, "lines"))
exploreTime

exploreTime + interactions + brushed
ggsave("provenanceResults.png", width = 26, height = 14)
```
explore_interactions

```{r}
model <- lm(formula = explore_interactions ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

explore_time

```{r}
model <- lm(formula = explore_time ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```



Hypothesis:
for the complex condition, we expect people who brushed more to have higher trust

```{r}
complexCondition <- results %>%
  filter(complexity == "complex")

# can change the predictor to bar.vis
model<- manova(cbind(data.trust_1, 
                     data.trust_2, 
                     data.trust_3, 
                     data.trust_4, 
                     data.trust_5, 
                     data.trust_6) ~ brushed + explore_interactions + explore_time, 
               data = complexCondition)
summary.aov(model)
```

Hypothesis:
for all the conditions, we expect people who hovered more to have higher trust


```{r}
# can change the predictor to bar.vis
model<- manova(cbind(vis.trust_6, 
                     vis.trust_5, 
                     vis.trust_4, 
                     vis.trust_3, 
                     vis.trust_2, 
                     vis.trust_1) ~ brushed + explore_interactions + explore_time, 
               data = results)
summary.aov(model)
```



# Affect on Trust {it's own section}

```{r}
results %>%
  gather(key = affects, value = affectRatings, affect.science_1,  affect.clarity_1, affect.aesthetic_1) %>%
  group_by(affects, chartType, isCovidData, complexity) %>%
  summarize(n = n(),
            mean = mean(affectRatings),
            se = sd(affectRatings)/sqrt(n),
            n = n()) %>%
  ggplot(aes(x = affects, y = mean, 
             ymax = mean + se, ymin = mean - se,
             colour = as.factor(isCovidData))) +
  geom_point(position = position_dodge2(width = 0.5)) +
  geom_errorbar(width = 0.5, size = 0.66, position = "dodge") +
  # labs(title = "Trust in data") + 
  # geom_vline(data = results %>% 
  #              group_by(complexity, isCovidData) %>%
  #              summarize(n = n(), 
  #                        vis.trust_6 = mean(vis.trust_6)), 
  #            aes(xintercept = vis.trust_6, colour = as.factor(isCovidData))) +
  facet_grid(rows = vars(chartType), cols = vars(complexity)) +
  theme_minimal() + 
  theme(panel.spacing = unit(2, "lines"))
        # legend.position = "none")
ggsave("affectMeasures.png", width = 17, height = 9)
```


```{r}
model <- lm(formula = affect.science_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
```

```{r}
model <- lm(formula = affect.clarity_1 ~ complexity * chartType * isCovidData +
              Age + as.factor(Gender) + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```
```{r}
model <- lm(formula = affect.aesthetic_1 ~ complexity * chartType * isCovidData +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)
```

Trust in Vis


```{r}
model <- lm(formula = vis.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)
summary(model)

emmeans(aov(vis.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```


Trust in Data

```{r}
model <- lm(formula = data.trust_6 ~ affect.science_1 * affect.clarity_1 * affect.aesthetic_1 +
              Age + Gender + State_1 + Education + Parents_education + Language + 
              Ethnicity + Income + Religion + trust.in.science_7 + 
              need_for_cognition + interpersonal.trust_1,
            data = results)
anova(model)

emmeans(aov(data.trust_6 ~ affect.science_1 * affect.clarity_1 , data = results) , ~ affect.clarity_1)
```










# Factor Analysis 


```{r}
factorAnalysis <- results %>%
  select(data.trust_1, data.trust_2, data.trust_3, data.trust_4, data.trust_5, data.trust_6,
         vis.trust_1, vis.trust_2, vis.trust_3, vis.trust_4, vis.trust_5, vis.trust_6,
         trust.in.science_1, trust.in.science_2, trust.in.science_3, trust.in.science_4, trust.in.science_5,
         trust.in.science_6, trust.in.science_7, trust.in.science_8, 
         cognition_1, cognition_2, cognition_3, cognition_4, cognition_5, cognition_6,
         # brushed, explore_interactions, # explore_time, 
         interpersonal.trust_1,
         vlat_simple, vlat_moderate, vlat_complex,
         # initial impression
         affect.science_1, affect.clarity_1, affect.aesthetic_1)

nfactors(factorAnalysis)
```

Factor 4 seem to have minimum compelxity, BIC is pretty low, and big jump for root mean
5 seems meh becuase of the big jump from 4-5 on complexity. 

```{r}
f7 <- fa(factorAnalysis, 7)
pdf(file = "f7.pdf",   # The directory you want to save the file in
    width = 15, # The width of the plot in inches
    height = 23) # The height of the plot in inches
fa.diagram(f7)
dev.off()
# based on the factor analysis, it looks like not all the vis Qs go together and not all the data Qs go together. 
```



</div>
 
 
 

From 5e95ed1bb699ca1042c6a142273883c2e42d03cf Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@Hamzas-MacBook-Pro.local>
Date: Thu, 29 Jun 2023 18:00:25 -0400
Subject: [PATCH 3/9] working on README

---
 README.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 2d54a0d..afe04fc 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,4 @@
-# trust_in_science
\ No newline at end of file
+# VisTrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations
+
+
+

From f366b0cf362dbfad0aa8554d9c1ee4f49acff61a Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@Hamzas-MacBook-Pro.local>
Date: Sat, 1 Jul 2023 09:53:57 -0400
Subject: [PATCH 4/9] added supplementary materials and a data dictionary

---
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 README.md                                     | 112 ++++++++++++++++++
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 study_data/full_Study/.DS_Store               | Bin 6148 -> 6148 bytes
 supplementary_materials/VisTrust_Survey.pdf   | Bin 0 -> 219084 bytes
 .../Vistrust_Supplementary_Tables.pdf         | Bin 0 -> 45526 bytes
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delta 36
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diff --git a/README.md b/README.md
index afe04fc..22eaea7 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,116 @@
 # VisTrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations
 
+## Data Dictionary
 
+Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file.
 
+| Label of data column in [data_clean.csv](./study_data/full_Study/data_clean.csv) | Explanation of the contents of the data column |
+| ---------------------------------------- | ---------------------------------------------- |
+| Consent Form | Whether the participant agreed to the consent form (1 indicates a response of "I agree") |
+| consent-time_Page Submit | The amount of time the participant took to agree or disagree to the consent form (in seconds) |
+| covid-vaccine | Whether the participant has received a Covid-19 vaccine (1 indicates a response of "Yes") |
+| covid-vaccine-doses | The number of vaccines the participant has received (if they answered "Yes" to the covid-vaccines question) |
+| covid-infection | Whether the participant has been verifiably infected with Covid-19 (1 indicates a response of "Yes") |
+| covid-time_Page Submit | The amount of time the participant took to answer the covid vaccine/infection questions (in seconds) |
+| intro-vis-time_Page Submit | The amount of time the participant viewed the visualization during the intro (in seconds) |
+| affect-science_1 | The participant's rating of the visualization as Scientific (on a scale from 0-Unscientific to 100-Scientific) |
+| affect-clarity_1 | The participant's rating of the visualization as Clear (on a scale from 0-Confusing to 100-Clear) |
+| affect-aesthetic_1 | The participant's rating of the visualization as Pretty (on a scale from 0-Ugly to 100-Pretty) |
+| initial-time_Page Submit | The amount of time the participant took to answer the affect questions (in seconds) |
+| tour-time_Page Submit | The amount of time the participant took to complete the guided tour of the visualization (in seconds) |
+| simple-vlat-1 | The participant's answer to the first visual literacy question regarding the simple visualization |
+| simple-vlat-2 | The participant's answer to the second visual literacy question regarding the simple visualization |
+| simple-vlat-time_Page Submit | The amount of time the participant took to answer the visual literacy questions regarding the simple visualization |
+| moderate-vlat-1 | The participant's answer to the first visual literacy question regarding the moderate visualization |
+| moderate-vlat-2 | The participant's answer to the second visual literacy question regarding the moderate visualization |
+| moderate-vlat-time_Page Submit | The amount of time the participant took to answer the visual literacy questions regarding the moderate visualization |
+| complex-vlat-1 | The participant's answer to the visual literacy question regarding the complex visualization |
+| complex-vlat-time_Page Submit | The amount of time the participant took to answer the visual literacy questions regarding the complex visualization |
+| explore-time_Page Submit | The amount of time the participant took to explore the visualization during the designated explore section of the study |
+| data-trust_1 | Participant's level of agreement with the statement "The data is accurate" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust_2 | Participant's level of agreement with the statement "The data is complete and does not leave out important information" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust_3 | Participant's level of agreement with the statement "The data is unbiased and trustworthy" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust_4 | Participant's level of agreement with the statement "I understand the meaning of this data well" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust_5 | Participant's level of agreement with the statement "The data source was clearly displayed" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust_6 | Participant's level of agreement with the statement "I trust this data" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| data-trust-exp | Additional comments the participant may have after completing the data trust section |
+| data-trust-time_Page Submit | The amount of time the participant took to complete the data trust section |
+| vis-trust_1 | Participant's level of agreement with the statement "The visualization transparently includes all important elements of the data" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust_2 | Participant's level of agreement with the statement "I find it easy to understand this visualization" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust_3 | Participant's level of agreement with the statement "I like this visualization" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust_4 | Participant's level of agreement with the statement "I would likely share this visualization with my family, friends or on social media" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust_5 | Participant's level of agreement with the statement "I would likely use this visualization and its information in my daily life" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust_6 | Participant's level of agreement with the statement "I trust this visualization" (on a scale from 1-Strongly Disagree to 7-Strongly Agree) |
+| vis-trust-exp | Additional comments the participant may have after completing the visualization trust section |
+| vis-trust-time_Page Submit | The amount of time the participant took to complete the visualization trust section |
+| interpersonal-trust_1 | Participant's answer to the statement "Generally speaking, would you say that most people can be trusted or that you can't be too careful in dealing with people?" (on a scale from 1-"Most people cannot be trusted" to 7-"Most people can be trusted") |
+| interper-trust-exp | Additional comments the participant may have after completing the interpersonal trust question |
+| interper-trust-time_Page Submit | The amount of time the participant took to complete the interpersonal trust section |
+| attention-check_1 | The answer ranked in position 1 by the participant when answering the attention check question (Correct answer is 5) |
+| attention-check_2 | The answer ranked in position 2 by the participant when answering the attention check question (Not relevant) |
+| attention-check_3 | The answer ranked in position 3 by the participant when answering the attention check question (Not relevant) |
+| attention-check_4 | The answer ranked in position 4 by the participant when answering the attention check question (Not relevant) |
+| attention-check_5 | The answer ranked in position 5 by the participant when answering the attention check question (Not relevant) |
+| attention-check_6 | The answer ranked in position 6 by the participant when answering the attention check question (Not relevant) |
+| attention-check_7 | The answer ranked in position 7 by the participant when answering the attention check question (Not relevant) |
+| attention-check-time_Page Submit | The amount of time the participant took to complete the attention check question |
+| trust-in-science_1 | Participant's level of trust in political parties (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_2 | Participant's level of trust in the government (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_3 | Participant's level of trust in the police (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_4 | Participant's level of trust in the legal system (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_5 | Participant's level of trust in the news media (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_6 | Participant's level of trust in business and industry (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_7 | Participant's level of trust in scientists/science (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-in-science_8 | Participant's level of trust in doctors (on a scale from 0-"Do not trust at all" to 10-"Trust it completely") |
+| trust-science-exp | Additional comments the participant may have after completing the trust in science section |
+| trust-science-time_Page Submit | The amount of time the participant took to complete the trust in science section |
+| cognition_1 | Participant's response to the statement "I would prefer complex to simple problems" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| cognition_2 | Participant's response to the statement "I like to have the responsibility of handling a situation that requires a lot of thinking" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| cognition_3 | Participant's response to the statement "Thinking is not my idea of fun" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| cognition_4 | Participant's response to the statement "I would rather do something that requires little thought than something that is sure to challenge my thinking abilities" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| cognition_5 | Participant's response to the statement "I really enjoy a task that involves coming up with new solutions to problems" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| cognition_6 | Participant's response to the statement "I would prefer a task that is intellectual, difficult, and important to one that is somewhat important but does not require much thought" (on a scale from 1-"extremely uncharacteristic of me" to 5-"extremely characteristic of me") |
+| need-cognition-time_Page Submit | The amount of time the participant took to complete the need for cognition section |
+| political_views | Participant's identification of political beliefs (on a scale from 1-"extremely liberal" to 7-"extremely conservative", 8-"Do not know/Refused") |
+| covid_information | How much the participant actively sought out information regarding Covid-19 (on a scale from 1-"Once a day" to 5-"Never") |
+| politics_time_Page Submit | The amount of time the pariticipant took to complete the politics section |
+| Gender | The gender of the participant (1-"Man", 2-"Woman", 3-"Non-binary/third gender", 4-"Other", 5-"Prefer not to disclose") |
+| Age | The year the participant was born (in the format YYYY) |
+| State_1 | The U.S. State the participant currently lives in |
+| Education | The highest level of school / highest degree completed by the participant (1-"Maximum 12 grade no diploma", 2-"High school graduate", 3-"Some college but no degree", 4-"Associate degree in college - Occupational/vocational program", 5-"Associate degree in college - Academic Program", 6-"Bachelor's degree (For example: BA, AB, BS)", 7-"Master's degree (For example: MA, MS, MEng, MEd, MSW, MBA)", 8-"Professional school degree (For example: MD, DDS, DVM, LLB, JD)", 9-"Doctorate degree (For example: PhD, EdD)", 10-"Other") |
+| Parents_education | Whether the pariticipant's parents have completed a bachelor's degree (1-"One", 2-"Both", 3-"None") |
+| Language | The language spoken at the participant's home (1-"English", 2-"Spanish", 3-"Chinese", 4-"Other") |
+| Language_4_TEXT | The language spoken at the participant's home if they answered "Other" to the previous question |
+| Ethnicity | The participant's ethnicity (1-"American Indian or Alaska Native (For example, Navajo Nation, Blackfeet Tribe, Mayan, Aztec, Nome Eskimo Community, etc)", 2-"Asian (For example, Chinese, Filipino, Asian Indian, Vietnamese, Korean, Japanese, etc)", 3-"Black or African-American (For example, African American, Jamaican, Haitian, Nigerian, Ethiopian, Somalian, etc)", 4-"Hispanic, Latino/a, or Chicano/a (For example, Mexican or Mexican American, Puerto Rican, Cuban, Salvadoran, Colombian, etc)", 5-"Middle Eastern or North African (For example, Lebanese, Iranian, Egyptian, Syrian, Moroccan, Algerian, etc)", 6-"Native Hawaiian or Pacific Islander (For example, Native Hawaiian, Samoan, Chamorro, Tongan, Fijian, Marshallese, etc)", 7-"White (For example, German, Irish, English, Italian, Polish, French, etc)", 8-"Other race, ethnicity, or origin (please specify)", 9-"Mixed race, ethnicity (please specify)", 10-"Prefer not to disclose") |
+| Ethnicity_8_TEXT | The participant's ethnicity if they answered "Other race, ethnicity, or origin" to the Ethnicity question |
+| Ethnicity_9_TEXT | The participant's ethnicity if they answered "Mixed race, ethnicity" to the Ethnicity question |
+| Income | The total family income of the participant's household (1-"None or less than $4,999", 2-"$5,000&ndash;$9,999", 3-"$10,000&ndash;$19,999", 4-"$20,000&ndash;29,999", 5-"$30,000&ndash;39,999", 6-"40,000&ndash;49,999", 7-"$50,000&ndash;59,999", 8-"90,000&ndash;99,999", 9-"$100,000&ndash;109,999", 10-"$110,000&ndash;119,999", 11-"$120,000&ndash;129,999", 12-"$130,000&ndash;139,999", 13-"$140,000&ndash;149,999", 14-"$150,000 and over", 15-"Do not know", 16-"Prefer not to disclose") |
+| Religion | How religious the participant is (on a scale from 1-"Very religious" to 7-"Not religious at all", 8-"Prefer not to disclose") |
+| demographics_time_Page Submit | The amount of time it took the participant's the complete the demographics section |
+| provenance-data | An array of the participant's interactions with the visualization during the data trust section |
+| provenance-vis | An array of the participant's interactions with the visualization during the vis trust section |
+| provenance-tour | An array of the participant's interactions with the visualization during the guided tour section |
+| provenance-explore | An array of the participant's interactions with the visualization during the explore section |
+| isCovidData | Whether the participant was shown a visualization of Covid-19 data (1 indicates "Yes") |
+| complexity | The visual complexity of the visualization shown to the participant (e.g., simple, moderate, complex) |
+| chartType | The chart type of the visualization shown to the participant (e.g., bar, line) |
+| need_for_cognition | Aggregate score for the participant based on their responses to the need for cognition section |
+| brushed | Whether the participant used the brush filter (only applies for complex visualizations) |
+| explore_interactions | Aggregated list of explore interactions for the participant |
+| hover_interactions | Aggregated list of hover interactions for the participant |
+| total_hover_time | The total amount of time the participant hovered over a visualization element |
+| avg_hover_time | The average amount of time the participant hovered over a visualization element |
+| explore_time | The total amount of time the participant spent exploring the visualization |
+| explore_active_time | The amount of time the participant spent actively exploring the visualization  |
+| vlat_simple | Participant's overall score on the visual literacy test for the simple visualization |
+| vlat_moderate | Participant's overall score on the visual literacy test for the moderate visualization |
+| vlat_complex | Participant's overall score on the visual literacy test for the complex visualization |
+| assigned_vlat | The visualization that was shown to the participant |
+| ordinal_complexity | The visual complexity of the visualization shown to the participant (1-"simple", 2-"moderate", 3-"complex") |
+
+## Supplementary Materials
+
+Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be found in the *supplementary_materials* directory and include the following:
+
+- PDF of tables containing the full study results
+- PDF of the full study presented to participants (exported from Qualtrics)
\ No newline at end of file
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diff --git a/study_data/full_Study/.DS_Store b/study_data/full_Study/.DS_Store
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diff --git a/supplementary_materials/VisTrust_Survey.pdf b/supplementary_materials/VisTrust_Survey.pdf
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From 9c6880edeeb42b3e27636d2a1d7cb2e0718f2d9e Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@USF-Guest-Wifi-111-151.laptops.usf.edu>
Date: Sat, 22 Jul 2023 18:38:25 -0400
Subject: [PATCH 5/9] supplementary materials updated

---
 .DS_Store                                     | Bin 8196 -> 8196 bytes
 .../Vistrust_Supplementary_Tables.pdf         | Bin 45526 -> 45765 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/.DS_Store b/.DS_Store
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delta 14
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delta 14
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diff --git a/supplementary_materials/Vistrust_Supplementary_Tables.pdf b/supplementary_materials/Vistrust_Supplementary_Tables.pdf
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BSCs$&


From a202ecc243117b8f9e4565145787bffeb3f3b5c5 Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@USF-Guest-Wifi-111-151.laptops.usf.edu>
Date: Sat, 22 Jul 2023 18:40:33 -0400
Subject: [PATCH 6/9] updated readme

---
 README.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 22eaea7..2f1df0f 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,12 @@
 # VisTrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations
 
+## Supplementary Materials
+
+Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be found in the *supplementary_materials* directory and include the following:
+
+- PDF of tables containing the full study results
+- PDF of the full study presented to participants (exported from Qualtrics)
+
 ## Data Dictionary
 
 Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file.
@@ -106,11 +113,4 @@ Data for the full study can be found in the [data_clean.csv](./study_data/full_S
 | vlat_moderate | Participant's overall score on the visual literacy test for the moderate visualization |
 | vlat_complex | Participant's overall score on the visual literacy test for the complex visualization |
 | assigned_vlat | The visualization that was shown to the participant |
-| ordinal_complexity | The visual complexity of the visualization shown to the participant (1-"simple", 2-"moderate", 3-"complex") |
-
-## Supplementary Materials
-
-Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be found in the *supplementary_materials* directory and include the following:
-
-- PDF of tables containing the full study results
-- PDF of the full study presented to participants (exported from Qualtrics)
\ No newline at end of file
+| ordinal_complexity | The visual complexity of the visualization shown to the participant (1-"simple", 2-"moderate", 3-"complex") |
\ No newline at end of file

From 11af4fc83ad4825c8102a2e48e8e03e201016122 Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@USF-Guest-Wifi-111-151.laptops.usf.edu>
Date: Sat, 22 Jul 2023 18:46:16 -0400
Subject: [PATCH 7/9] updated readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 2f1df0f..8e3494c 100644
--- a/README.md
+++ b/README.md
@@ -2,14 +2,14 @@
 
 ## Supplementary Materials
 
-Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be found in the *supplementary_materials* directory and include the following:
+Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be found in the [supplementary materials directory](./supplementary_materials) and include the following:
 
 - PDF of tables containing the full study results
 - PDF of the full study presented to participants (exported from Qualtrics)
 
 ## Data Dictionary
 
-Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file.
+Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file within the ==*study_data/full_Study*== directory.
 
 | Label of data column in [data_clean.csv](./study_data/full_Study/data_clean.csv) | Explanation of the contents of the data column |
 | ---------------------------------------- | ---------------------------------------------- |

From 52362cfdd8da06d9eac7f6417b7e3959ba6b86e6 Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@USF-Guest-Wifi-111-151.laptops.usf.edu>
Date: Sat, 22 Jul 2023 18:47:19 -0400
Subject: [PATCH 8/9] updated readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 8e3494c..d05a746 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ Supplementary Materials for the VisTrust submission to IEEE VIS 2023 can be foun
 
 ## Data Dictionary
 
-Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file within the ==*study_data/full_Study*== directory.
+Data for the full study can be found in the [data_clean.csv](./study_data/full_Study/data_clean.csv) file within the **study_data/full_Study** directory.
 
 | Label of data column in [data_clean.csv](./study_data/full_Study/data_clean.csv) | Explanation of the contents of the data column |
 | ---------------------------------------- | ---------------------------------------------- |

From 96d0118e50efca2ffc58cd7d6dbf53e5b303621f Mon Sep 17 00:00:00 2001
From: Hamza Elhamdadi <irishlad98@USF-Guest-Wifi-111-151.laptops.usf.edu>
Date: Mon, 24 Jul 2023 13:32:13 -0400
Subject: [PATCH 9/9] fixed some color bugs in the tooltip for both line and
 bar charts

---
 bar_chart/js/main.js                | 18 +++++++++---------
 bar_chart/js/stacked_bar_chart.js   |  2 +-
 line_chart/js/complex_line_chart.js | 20 ++++++++++----------
 line_chart/js/main.js               | 18 +++++++++---------
 4 files changed, 29 insertions(+), 29 deletions(-)

diff --git a/bar_chart/js/main.js b/bar_chart/js/main.js
index 56509f1..56065d8 100644
--- a/bar_chart/js/main.js
+++ b/bar_chart/js/main.js
@@ -93,12 +93,12 @@ function getBarChartData(props) {
 
 
 // // //
-let props = {
-    complexity: 'complex',
-    doTour: false,
-    showSource: true,
-    changes: true,
-    showCovidData: false,
-    allowInteraction: true
-}
-getBarChartData(props)
+// let props = {
+//     complexity: 'moderate',
+//     doTour: true,
+//     showSource: true,
+//     changes: true,
+//     showCovidData: true,
+//     allowInteraction: true
+// }
+// getBarChartData(props)
diff --git a/bar_chart/js/stacked_bar_chart.js b/bar_chart/js/stacked_bar_chart.js
index ec28400..cca8e8b 100644
--- a/bar_chart/js/stacked_bar_chart.js
+++ b/bar_chart/js/stacked_bar_chart.js
@@ -220,7 +220,7 @@
                 <span style="font-size:11px;color: ${vis.color('Unvax_80')}"> ${number_format(d.data.Age_adjusted_unvax_IR)}</span>
                 <br>
                 <span style="font-size:11px;color: ${vis.color('Vax_80')}"> <b>${vis.rlabels[1]}:</b></span>
-                <span style="font-size:11px;color: ${vis.color('Unvax_50_79')}"> ${number_format(d.data.Age_adjusted_vax_IR)}</span>
+                <span style="font-size:11px;color: ${vis.color('Vax_80')}"> ${number_format(d.data.Age_adjusted_vax_IR)}</span>
                 <br>`
                 : `<b>Week:</b> ${d.Max_Week_Date2}<br>
                 <b>Year:</b> ${yearFormat(d.Max_Week_Date)}<br>
diff --git a/line_chart/js/complex_line_chart.js b/line_chart/js/complex_line_chart.js
index 154fec8..260e8c1 100644
--- a/line_chart/js/complex_line_chart.js
+++ b/line_chart/js/complex_line_chart.js
@@ -105,9 +105,9 @@ class LineChart {
                 d.append('div').attr('class', 'legend-label').text(vis.rlabels[i])
             })
         } else {
-            vac.append('div').attr('class', 'legend-value').append('svg').attr('id', "vacced").append('rect').style('fill', "orange")
+            vac.append('div').attr('class', 'legend-value').append('svg').attr('id', "vacced").append('rect').style('fill', "#ef701b")
             vac.append('div').attr('class', 'legend-label').text(vis.rlabels[0]);
-            unv.append('div').attr('class', 'legend-value').append('svg').attr('id', "vacced").append('rect').style('fill', "blue")
+            unv.append('div').attr('class', 'legend-value').append('svg').attr('id', "vacced").append('rect').style('fill', "#0984ea")
             unv.append('div').attr('class', 'legend-label').text(vis.rlabels[1])
         }
 
@@ -382,7 +382,7 @@ class LineChart {
                 vis.svg.append("path")
                     .datum(vis.data)
                     .attr("fill", "none")
-                    .attr("stroke", "orange")
+                    .attr("stroke", "#ef701b")
                     .attr("stroke-width", 3.5)
                     .attr("d", d3.line()
                         .x(function (d) {
@@ -397,7 +397,7 @@ class LineChart {
                 vis.svg.append("path")
                     .datum(vis.data)
                     .attr("fill", "none")
-                    .attr("stroke", "blue")
+                    .attr("stroke", "#0984ea")
                     .attr("stroke-width", 3.5)
                     .attr("stroke-dasharray", ("4, 4"))
                     .attr("d", d3.line()
@@ -414,7 +414,7 @@ class LineChart {
                 vis.svg.append("path")
                     .datum(vis.data)
                     .attr("fill", "none")
-                    .attr("stroke", "orange")
+                    .attr("stroke", "#ef701b")
                     .attr("stroke-width", 3.5)
                     .attr("d", d3.line()
                         .x(function (d) {
@@ -429,7 +429,7 @@ class LineChart {
                 vis.svg.append("path")
                     .datum(vis.data)
                     .attr("fill", "none")
-                    .attr("stroke", "blue")
+                    .attr("stroke", "#0984ea")
                     .attr("stroke-width", 3.5)
                     .attr("stroke-dasharray", ("4, 4"))
                     .attr("d", d3.line()
@@ -726,7 +726,7 @@ class LineChart {
             .attr("y", (this.complexity == 'complex' && this.allow_interaction) ? 60 : 30)
             .attr("font-family", "Segoe UI")
             .attr('font-size', '14px')
-            .style("fill", "black")
+            .style("fill", this.complexity == 'complex' ? 'black' : "#ef701b")
             .attr('font-weight', 'bold')
             .style("font-size", '12px');
 
@@ -734,7 +734,7 @@ class LineChart {
             .attr("class", "tooltip-text")
             .attr("x", 10)
             .attr("y", (this.complexity == 'complex' && this.allow_interaction) ? 80 : 45)
-            .style("fill", (this.complexity == 'complex' && this.allow_interaction) ? "#9e3a26" : "orange")
+            .style("fill", (this.complexity == 'complex' && this.allow_interaction) ? "#9e3a26" : "#ef701b")
             .attr("font-family", "Segoe UI")
             .style("font-size", '11px');
 
@@ -759,7 +759,7 @@ class LineChart {
             .attr("class", "tooltip-text")
             .attr("x", 10)
             .attr("y", (this.complexity == 'complex' && this.allow_interaction) ? 160 : 70)
-            .style("fill", "black")
+            .style("fill", this.complexity == 'complex' ? 'black' : "#0984ea")
             .attr('font-weight', 'bold')
             .attr("font-family", "Segoe UI")
             .style("font-size", '11px');
@@ -768,7 +768,7 @@ class LineChart {
             .attr("class", "tooltip-text")
             .attr("x", 10)
             .attr("y", (this.complexity == 'complex' && this.allow_interaction) ? 180 : 85)
-            .style("fill", (this.complexity == 'complex' && this.allow_interaction) ? "#04386b" : "blue")
+            .style("fill", (this.complexity == 'complex' && this.allow_interaction) ? "#04386b" : "#0984ea")
             .attr("font-family", "Segoe UI")
             .style("font-size", '11px');
 
diff --git a/line_chart/js/main.js b/line_chart/js/main.js
index 76523a0..dc89277 100644
--- a/line_chart/js/main.js
+++ b/line_chart/js/main.js
@@ -86,12 +86,12 @@ function getLineChartData(props) {
         });
 }
 
-let props = {
-    complexity: 'moderate',
-    doTour: false,
-    showSource: true,
-    changes: true,
-    showCovidData: false,
-    allowInteraction: true
-};
-getLineChartData(props);
+// let props = {
+//     complexity: 'simple',
+//     doTour: false,
+//     showSource: true,
+//     changes: true,
+//     showCovidData: false,
+//     allowInteraction: true
+// };
+// getLineChartData(props);