diff --git a/collegeGrads.txt b/collegeGrads.txt
new file mode 100644
index 0000000..a93cd60
--- /dev/null
+++ b/collegeGrads.txt
@@ -0,0 +1,16 @@
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diff --git a/females.txt b/females.txt
new file mode 100644
index 0000000..3b82dbc
--- /dev/null
+++ b/females.txt
@@ -0,0 +1,16 @@
+f 1
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diff --git a/genderYearExperience.txt b/genderYearExperience.txt
new file mode 100644
index 0000000..49f37d7
--- /dev/null
+++ b/genderYearExperience.txt
@@ -0,0 +1,33 @@
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diff --git a/highestEarner.txt b/highestEarner.txt
new file mode 100644
index 0000000..af33c85
--- /dev/null
+++ b/highestEarner.txt
@@ -0,0 +1 @@
+male 5 39.808917197
diff --git a/highschoolGrads.txt b/highschoolGrads.txt
new file mode 100644
index 0000000..dd28855
--- /dev/null
+++ b/highschoolGrads.txt
@@ -0,0 +1,1188 @@
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diff --git a/lowestEarner.txt b/lowestEarner.txt
new file mode 100644
index 0000000..1ef5463
--- /dev/null
+++ b/lowestEarner.txt
@@ -0,0 +1 @@
+female 9 0.07655561
diff --git a/males.txt b/males.txt
new file mode 100644
index 0000000..050254f
--- /dev/null
+++ b/males.txt
@@ -0,0 +1,17 @@
+m 2
+m 3
+m 4
+m 5
+m 6
+m 7
+m 8
+m 9
+m 10
+m 11
+m 12
+m 13
+m 14
+m 15
+m 16
+m 17
+m 18
diff --git a/movies.txt b/movies.txt
new file mode 100644
index 0000000..44a004c
--- /dev/null
+++ b/movies.txt
@@ -0,0 +1,9 @@
+Henri Chung, Kate Vendrel
+1.inception 
+2.psycho
+3.good will hunting
+4.Rent
+5.Your Name
+6.Chef
+
+
diff --git a/topTen.txt b/topTen.txt
new file mode 100644
index 0000000..9bdf32f
--- /dev/null
+++ b/topTen.txt
@@ -0,0 +1,10 @@
+male 8 22.11606511
+male 9 22.123968204
+male 9 22.911836136
+male 6 24.880573248
+male 9 25.076734039
+male 9 27.454425653
+male 8 28.30856334
+female 8 30.862170858
+female 9 32.497400234
+male 5 39.808917197
diff --git a/topTenFemales.txt b/topTenFemales.txt
new file mode 100644
index 0000000..0cfbf08
--- /dev/null
+++ b/topTenFemales.txt
@@ -0,0 +1 @@
+2
diff --git a/val1 b/val1
new file mode 100644
index 0000000..b371bf6
--- /dev/null
+++ b/val1
@@ -0,0 +1 @@
+7.53786
diff --git a/val2 b/val2
new file mode 100644
index 0000000..00b9f09
--- /dev/null
+++ b/val2
@@ -0,0 +1 @@
+5.66835
diff --git a/wages.sh b/wages.sh
new file mode 100644
index 0000000..9d4e8cd
--- /dev/null
+++ b/wages.sh
@@ -0,0 +1,12 @@
+#script takes gender in first column and yearsExperience in second column with a space
+#separating columns. Rows sorted by gender and then yearsExperience from wages.csv file
+#stdout of file written to a new file years_experience_by_gender.txt
+##usage: bash wages.sh
+
+cat wages.csv | awk '$1~/female/{print}' | sort -n -k2 | tr "," " " | sed 's/male/m/g' | sed 's/fem/f/g' | awk '$1~/f/{print $1 " " $2}' | uniq | sort -n -k2 > females.txt
+
+cat wages.csv | awk '$1~/male/{print}' | sort -n -k2 | tr "," " " | sed 's/male/m/g' | sed 's/fem/f/g' |  awk '$1~/m/{print $1 " " $2}' | uniq | sort -n -k2 > males.txt
+
+cat females.txt males.txt > genderYearExperience.txt
+
+cat genderYearExperience.txt | sed 's/m/male/g' | sed 's/f/female/g' > years_experience_by_gender.txt
diff --git a/wages2.sh b/wages2.sh
new file mode 100644
index 0000000..7494539
--- /dev/null
+++ b/wages2.sh
@@ -0,0 +1,18 @@
+##usage: bash wages2.sh
+
+#finds the gender, yearsExperience and wage for the highest earner and lowest earner
+cat wages.csv | tr "," " " | awk '{print $1 " " $2 " " $4}' | sort -n -k3 | tail -1 > highestEarner.txt
+
+cat wages.csv | tr "," " " | awk '{print $1 " " $2 " " $4}' | sort -n -k3 | head -2 | tail -1 > lowestEarner.txt
+
+#lists the top ten earners in this data set
+cat wages.csv | tr "," " " | awk '{print $1 " " $2 " " $4}' | sort -n -k3 | tail -10 > topTen.txt
+
+#counts the number of women in the top ten earners in this data set
+cat topTen.txt | awk ' BEGIN {count=0;} { if ($1 == "female") count+=1} END {print count}' > topTenFemales.txt
+
+#print highest earner, lowest earner and number of females in the top ten earners in this data set
+
+echo "lowest earner:" ; cat lowestEarner.txt
+echo "highest earner:" ; cat highestEarner.txt
+echo "number of females in top ten:" ; cat topTenFemales.txt
diff --git a/wages3.sh b/wages3.sh
new file mode 100644
index 0000000..716e6ab
--- /dev/null
+++ b/wages3.sh
@@ -0,0 +1,21 @@
+#prints the difference of graduating college on average minimum wage for earners in the wages.csv dataset.
+#Final printout is the average minimum wage dollar difference between workers who graduated from college
+#minus the average minimum  wage of workers who graduated from highschool
+##usage: bash wages3.sh
+
+#creates sorted list of minumum wages of college graduates from lowest minimum wage to highest
+cat wages.csv | tr "," " " | awk '{print $3 " " $4}' | awk '$1~/16/{print}' | sort -n > collegeGrads.txt
+
+#creates sorted list of minimum wages of high school graduates from lowest minimum wage to highest
+cat wages.csv | tr "," " " | awk '{print $3 " " $4}' | awk '$1~/12/{print}' | sort -n >> highschoolGrads.txt
+
+#to find average wage of a college grad
+cat collegeGrads.txt | awk '{ sum += $2; n++ } END { if (n > 0) print sum / n; }' > "val1"
+
+#to find average wage of a high school grad
+cat highschoolGrads.txt | awk '{ sum += $2; n++ } END { if (n > 0) print sum / n; }' > "val2"
+
+#to find difference in average minimum wage between a high school and college graduate
+val1=$(cat collegeGrads.txt | awk '{sum += $2; n++ } END { if (n > 0) print sum / n; }')
+val2=$(cat highschoolGrads.txt | awk '{ sum += $2; n++ } END { if (n > 0) print sum / n; }')
+echo "$val1 - $val2" | bc
diff --git a/years_experience_by_gender.txt b/years_experience_by_gender.txt
new file mode 100644
index 0000000..9b27a0a
--- /dev/null
+++ b/years_experience_by_gender.txt
@@ -0,0 +1,33 @@
+female 1
+female 2
+female 3
+female 4
+female 5
+female 6
+female 7
+female 8
+female 9
+female 10
+female 11
+female 12
+female 13
+female 14
+female 15
+female 16
+male 2
+male 3
+male 4
+male 5
+male 6
+male 7
+male 8
+male 9
+male 10
+male 11
+male 12
+male 13
+male 14
+male 15
+male 16
+male 17
+male 18