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+#navigate to working directory
+setwd("C:Desktop/R Studio Projects/Biocomp_tutorial12/")
+
+#load packages
+library(ggplot2)
+library(cowplot)
+
+## Problem 1
+#outside data used from research project on Age and Pregnancy Occurance
+research <- read_csv("research.csv")
+View(research)
+research <- read.table("research.csv", header = TRUE, sep = ',',stringsAsFactors = FALSE)
+
+fig1 <- ggplot(research, aes(x = Age, y = Pregnancies)) +
+  stat_smooth(method="loess") +
+  geom_point() +
+  theme_classic() +
+  xlab("Age (years)") +
+  ylab("Pregnancies") +
+  ggtitle("Age v. Number of Pregnancies")
+
+##Problem 2
+#import and read data
+data = read.table("data.txt", header=TRUE, sep=",", stringsAsFactors = FALSE)
+
+#barplot
+fig2 <- ggplot(data, aes(x = region, y = observations)) +
+  stat_summary(fun = mean, geom = "bar") +
+  xlab("Region") +
+  ylab("Average Population") +
+  theme_classic()
+
+#scatterplot
+fig3 <- ggplot(data = data, aes(x = region, y = observations)) +
+  geom_point() +
+  geom_jitter() +
+  xlab("Region") +
+  ylab("Observation") +
+  theme_classic()