diff --git a/covid-19-case-study-analysis-viz-comparisons v35.ipynb b/covid-19-case-study-analysis-viz-comparisons v35.ipynb
index f65f703..e2c9023 100644
--- a/covid-19-case-study-analysis-viz-comparisons v35.ipynb	
+++ b/covid-19-case-study-analysis-viz-comparisons v35.ipynb	
@@ -131,7 +131,7 @@
     "# !pip install folium\n",
     "# !wget https://raw.githubusercontent.com/tarunk04/COVID-19-CaseStudy-and-Predictions/master/models/model_deaths.h5\n",
     "# !wget https://raw.githubusercontent.com/tarunk04/COVID-19-CaseStudy-and-Predictions/master/models/model_confirmed.h5\n",
-    "!wget https://raw.githubusercontent.com/tarunk04/COVID-19-CaseStudy-and-Predictions/master/models/model_confirmed.h5"
+    "!wget https://raw.githubusercontent.com/tarunk04/COVID-19-CaseStudy-and-Predictions/master/models/model_usa_c.h5"
    ]
   },
   {
@@ -21831,7 +21831,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 147,
+   "execution_count": 168,
    "metadata": {},
    "outputs": [
     {
@@ -21860,7 +21860,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 148,
+   "execution_count": 169,
    "metadata": {},
    "outputs": [
     {
@@ -21884,7 +21884,7 @@
     "plt.xlabel(\"Deaths\",fontsize=18)\n",
     "plt.title(\"Top 10 States: India (Deaths Cases)\",fontsize=20)\n",
     "plt.grid(alpha=0.3)\n",
-    "plt.savefig(out+'Top 10 States:India (Deaths Cases).png')"
+    "plt.savefig(out+'Top 10 States_India (Deaths Cases).png')"
    ]
   },
   {
@@ -25204,7 +25204,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 156,
+   "execution_count": 170,
    "metadata": {},
    "outputs": [
     {
@@ -25228,12 +25228,12 @@
     "plt.xlabel(\"Confirmed Cases\",fontsize=18)\n",
     "plt.title(\"Top 10 States: USA (Confirmed Cases)\",fontsize=20)\n",
     "plt.grid(alpha=0.3)\n",
-    "plt.savefig(out+'Top 10 States:USA (Confirmed Cases).png')"
+    "plt.savefig(out+'Top 10 States_USA (Confirmed Cases).png')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 157,
+   "execution_count": 171,
    "metadata": {},
    "outputs": [
     {
@@ -25257,7 +25257,7 @@
     "plt.xlabel(\"Deaths\",fontsize=18)\n",
     "plt.title(\"Top 10 States: USA (Deaths Cases)\",fontsize=20)\n",
     "plt.grid(alpha=0.3)\n",
-    "plt.savefig(out+'Top 10 States:USA (Deaths Cases).png')"
+    "plt.savefig(out+'Top 10 States_USA (Deaths Cases).png')"
    ]
   },
   {