diff --git a/components/About.tsx b/components/About.tsx
index 7817bb4..ab23234 100644
--- a/components/About.tsx
+++ b/components/About.tsx
@@ -30,7 +30,7 @@ export function About() {
             offered only as a co-op program with 6 co-op terms. The program is
             offered only as a co-op program with 6 co-op terms.
           </p>
-          <h4>CS/BBA</h4>
+          <h4>Computer Science/Business Administration</h4>
           <p>
             Joint with Wilfrid Laurier University, the Business Administration
             and Computer Science Double Degree (CS/BBA) is an exclusive offering
diff --git a/data/coop.ts b/data/coop.ts
index 00dace6..0820079 100644
--- a/data/coop.ts
+++ b/data/coop.ts
@@ -1523,7 +1523,7 @@ export const C7ii = {
       yValues: [7.4, 4.8, 4.8, 82.1, 80.5, 73.2],
     },
     {
-      label: "USA(California, Washington, New York)",
+      label: "USA (California, Washington, New York)",
       yValues: [8.4, 18.1, 35, 0, 5.2, 17.9],
     },
   ],
@@ -1765,7 +1765,7 @@ export const C7vii = {
   ],
 };
 
-export const C7viiiKey = ["No", "Yes"];
+export const C7viiiKey = ["Yes", "No"];
 
 export const C7viii = [
   {
diff --git a/data/demographics.ts b/data/demographics.ts
index fe8d524..6b8a966 100644
--- a/data/demographics.ts
+++ b/data/demographics.ts
@@ -30,7 +30,7 @@ export const D2 = [
 
 export const D3 = [
   {
-    category: "She/Her/Her",
+    category: "She/Her/Hers",
     value: 29.0,
   },
   {
diff --git a/data/friends.ts b/data/friends.ts
index e72bd83..2a8b1af 100644
--- a/data/friends.ts
+++ b/data/friends.ts
@@ -321,7 +321,7 @@ export const F12 = [
     value: 8,
   },
   {
-    category: "No",
+    category: "None",
     value: 1,
   },
 ];
@@ -378,38 +378,30 @@ export const F14 = [
     category: "SLC",
     value: 11,
   },
-  {
-    category: "DP",
-    value: 4,
-  },
   {
     category: "E7",
     value: 9,
   },
-  {
-    category: "E5",
-    value: 3,
-  },
-  {
-    category: "E5",
-    value: 3,
-  },
   {
     category: "CIF",
     value: 5,
   },
   {
-    category: "AL",
-    value: 2,
+    category: "DP",
+    value: 4,
   },
   {
-    category: "CIF",
-    value: 5,
+    category: "E5",
+    value: 3,
   },
   {
     category: "Plaza",
     value: 3,
   },
+  {
+    category: "AL",
+    value: 2,
+  },
 ];
 
 export const F15 = [
@@ -481,7 +473,7 @@ export const F16 = [
     value: 6,
   },
   {
-    category: "No",
+    category: "None",
     value: 2,
   },
 ];
diff --git a/data/intimacy-and-drugs.ts b/data/intimacy-and-drugs.ts
index b720ff6..37c7e44 100644
--- a/data/intimacy-and-drugs.ts
+++ b/data/intimacy-and-drugs.ts
@@ -129,7 +129,7 @@ export const I2 = [
     },
   },
   {
-    category: "Mushrooms",
+    category: "Magic Mushrooms",
     values: {
       "Tried/used first before university": 0,
       "Tried/used first during university": 10,
@@ -285,10 +285,6 @@ export const I7 = [
     category: "Yes",
     value: 36,
   },
-  {
-    category: "N/A",
-    value: 24,
-  },
 ];
 
 export const I8 = [
diff --git a/data/lifestyle-and-interests.ts b/data/lifestyle-and-interests.ts
index 7f537ca..43e18e6 100644
--- a/data/lifestyle-and-interests.ts
+++ b/data/lifestyle-and-interests.ts
@@ -30,19 +30,19 @@ export const L2 = [
 
 export const L3 = [
   {
-    category: "Never",
+    category: "Never religious",
     value: 76,
   },
   {
-    category: "No longer",
+    category: "No longer religious",
     value: 5,
   },
   {
-    category: "Still",
+    category: "Still religious",
     value: 19,
   },
   {
-    category: "Became",
+    category: "Became religious",
     value: 2,
   },
 ];
@@ -172,7 +172,7 @@ export const L8 = [
 
 export const L9 = [
   {
-    category: "Before 9",
+    category: "Before 9pm",
     value: 1,
   },
   {
@@ -671,14 +671,14 @@ export const L17 = [
 ];
 
 export const L18 = [
-  {
-    category: "DC",
-    value: 22,
-  },
   {
     category: "MC",
     value: 23,
   },
+  {
+    category: "DC",
+    value: 22,
+  },
   {
     category: "Res",
     value: 16,
diff --git a/data/miscellaneous.ts b/data/miscellaneous.ts
index 58a1afa..2a2ddec 100644
--- a/data/miscellaneous.ts
+++ b/data/miscellaneous.ts
@@ -66,7 +66,7 @@ export const M2 = [
 
 export const M3 = [
   {
-    category: "Computer Science!",
+    category: "CS / CS/BBA / CFM",
     value: 84,
   },
   {
diff --git a/pages/friends.tsx b/pages/friends.tsx
index 6c4fdd8..17ad6ea 100644
--- a/pages/friends.tsx
+++ b/pages/friends.tsx
@@ -10,11 +10,11 @@ import {
   F9,
   F10,
   F11,
-  F12,
   F13,
   F14,
   F15,
   F16,
+  F12,
 } from "data/friends";
 import { pageRoutes } from "data/routes";
 import React from "react";
@@ -76,6 +76,18 @@ export default function Demographics() {
         </div>
       </ComponentWrapper>
 
+      <ComponentWrapper
+        heading="How many of your friendships were made after starting university?"
+        bodyText="For a lot of people, most or at least some friendships are made during university. This goes to show how university is an important point in life where people form their most valuable relationships!"
+        align="right"
+      >
+        <BarGraphVertical
+          data={F12}
+          {...barGraphProps(isMobile, pageWidth)}
+          lowerLabelDy="0"
+        />
+      </ComponentWrapper>
+
       <ComponentWrapper
         heading="How many close friends throughout university were also in your program?"
         bodyText="For a lot of people, the majority of their friends are in the same program. Perhaps the shared classes, career goals, and pain from shared assignments make scheduling and conversations easier."
diff --git a/pages/intimacy-and-drugs.tsx b/pages/intimacy-and-drugs.tsx
index eefcbc2..5a08401 100644
--- a/pages/intimacy-and-drugs.tsx
+++ b/pages/intimacy-and-drugs.tsx
@@ -56,7 +56,7 @@ export default function Demographics() {
 
       <ComponentWrapper
         heading="Which drugs have you tried/used?"
-        bodyText="A lot of students also experiment with substances during university. However, we can see that most students have not tried drugs that are more harsh than Marijuana, such as nicotine, cigarettes, or mushrooms."
+        bodyText="A lot of students also experiment with substances during university. However, we can see that most students have not tried drugs that are more harsh than Marijuana, such as nicotine, cigarettes, or magic mushrooms."
       >
         <GroupedBarGraphHorizontal
           className={styles.barGraphDemo}