diff --git a/notebooks/p-median.ipynb b/notebooks/p-median.ipynb
index 341c19d7..9f13a167 100644
--- a/notebooks/p-median.ipynb
+++ b/notebooks/p-median.ipynb
@@ -17,14 +17,14 @@
     "\n",
     "**P-Median can be written as:**\n",
     "\n",
-    "$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n",
+    ">$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n",
     "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j \\in J}{X_{ij} = 1} & \\forall i \\in I && (2) \\\\\n",
     "            & \\displaystyle \\sum_{j \\in J}{Y_{j} = p} &&& (3) \\\\\n",
     "            & X_{ij} \\leq Y_{j} & \\forall i \\in I & \\forall j \\in J & (4) \\\\\n",
     "            & X_{ij} \\in \\{0,1\\} & \\forall i \\in I & \\forall j \\in J & (5) \\\\\n",
     "            & Y_{j} \\in \\{0,1\\} & \\forall j \\in J && (6) \\\\ \\end{array}$\n",
     "\n",
-    "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n",
+    ">$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n",
     "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n",
     "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n",
     "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n",
@@ -39,7 +39,7 @@
     "           \\end{cases} \\\\ \n",
     "\\end{array}$\n",
     "\n",
-    "_The formulation above is adapted from Church and Murray (2018)_\n",
+    ">_The formulation above is adapted from Church and Murray (2018)_\n",
     "\n",
     "This tutorial generates synthetic demand (clients) and facility sites near a 10x10 lattice representing a gridded urban core.\n",
     "\n",
@@ -1676,7 +1676,7 @@
     "\n",
     "**Capacitated P-Median can be written as:**\n",
     "\n",
-    "$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n",
+    ">$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n",
     "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j \\in J}{X_{ij} = 1} & \\forall i \\in I && (2) \\\\\n",
     "            & \\displaystyle \\sum_{j \\in J}{Y_{j} = p} &&& (3) \\\\\n",
     "            & \\displaystyle \\sum_{i \\in I}{a_i X_{ij} \\leq {c_j Y_{j}}}& \\forall j \\in J && (4) \\\\\n",
@@ -1684,7 +1684,7 @@
     "            & X_{ij} \\in \\{0,1\\} & \\forall i \\in I & \\forall j \\in J & (6) \\\\\n",
     "            & Y_{j} \\in \\{0,1\\} & \\forall j \\in J && (7) \\\\ \\end{array}$\n",
     "\n",
-    "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n",
+    ">$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n",
     "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n",
     "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n",
     "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n",
@@ -1700,7 +1700,7 @@
     "           \\end{cases} \\\\ \n",
     "\\end{array}$\n",
     "\n",
-    "_The formulation above is adapted from Church and Murray (2009)_"
+    ">_The formulation above is adapted from Church and Murray (2009)_"
    ]
   },
   {