diff --git a/Q1Script.R b/Q1Script.R
new file mode 100644
index 0000000..f20f87f
--- /dev/null
+++ b/Q1Script.R
@@ -0,0 +1,14 @@
+library('ggplot2')
+
+data <- read.table(file = 'StockData.txt',header=TRUE)
+
+plot <- ggplot(data, aes(x = AAPL,y = S.P)) +
+          geom_point() +
+          xlab('AAPL Daily Return') +
+          ylab('S&P Daily Return') +
+          stat_smooth(method = 'lm') +
+          labs(title = 'Daily Returns of AAPL and S&P500') +
+          theme_classic()
+          
+ggsave('Q1_plot1.jpg', plot = plot, width = 12, height = 8, dpi = 500)
+
diff --git a/Q1_plot1.jpg b/Q1_plot1.jpg
new file mode 100644
index 0000000..eab46cf
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diff --git a/Q2Script.R b/Q2Script.R
new file mode 100644
index 0000000..57ad242
--- /dev/null
+++ b/Q2Script.R
@@ -0,0 +1,22 @@
+library('ggplot2')
+
+data <- read.table(file = 'data.txt', header = TRUE, sep = ',')
+
+plot1 <- ggplot(data, aes(x = region, y = observations)) +
+          stat_summary(fun = mean, geom = 'bar') +
+          scale_y_continuous(expand = c(0,0)) +
+          theme_classic()
+
+plot2 <- ggplot(data, aes(x = region, y = observations, color = region)) +
+          geom_jitter() +
+          scale_y_continuous(expand = c(0,0)) +
+          theme_classic()
+
+#The two plots tell a different story. The barplot loses some information about the data set
+#since it only shows the averages of the data, and nothing about the distribution of the 
+#points within the set. The scatterplot shows that even though these data have similar means,
+#their distribution patterns are different
+
+ggsave('Q2_plot1.jpg', plot = plot1, width = 12, height = 8, dpi = 500)
+ggsave('Q2_plot2.jpg', plot = plot2, width = 12, height = 8, dpi = 500)
+
diff --git a/Q2_plot1.jpg b/Q2_plot1.jpg
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index 0000000..33274aa
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diff --git a/Q2_plot2.jpg b/Q2_plot2.jpg
new file mode 100644
index 0000000..9b0f52d
Binary files /dev/null and b/Q2_plot2.jpg differ
diff --git a/StockData.txt b/StockData.txt
new file mode 100644
index 0000000..111ddff
--- /dev/null
+++ b/StockData.txt
@@ -0,0 +1,758 @@
+AAPL	S&P
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diff --git a/StockData.xlsx b/StockData.xlsx
new file mode 100644
index 0000000..0442390
Binary files /dev/null and b/StockData.xlsx differ
diff --git a/data.txt b/data.txt
index 11b5ddb..50922ed 100644
--- a/data.txt
+++ b/data.txt
@@ -3998,4 +3998,4 @@
 "west",6.84559338726103
 "west",15.3430380695499
 "west",27.9148880462162
-"west",20.3404225618578
+"west",20.3404225618578
\ No newline at end of file