diff --git a/JobSpy_Demo.ipynb b/JobSpy_Demo.ipynb
index 7b09397..6c182f3 100644
--- a/JobSpy_Demo.ipynb
+++ b/JobSpy_Demo.ipynb
@@ -9,7 +9,7 @@
    "source": [
     "from jobspy import scrape_jobs\n",
     "import pandas as pd\n",
-    "from IPython.display import display, HTML\n"
+    "from IPython.display import display, HTML"
    ]
   },
   {
@@ -34,18 +34,16 @@
    "source": [
     "# example 1 (no hyperlinks, USA)\n",
     "jobs = scrape_jobs(\n",
-    "    site_name=[\"linkedin\", \"zip_recruiter\"],\n",
+    "    site_name=[\"linkedin\"],\n",
     "    location='san francisco',\n",
     "    search_term=\"engineer\",\n",
     "    results_wanted=5,\n",
     "\n",
     "    # use if you want to use a proxy\n",
-    "    # proxy=\"socks5://jobspy:5a4vpWtj8EeJ2hoYzk@ca.smartproxy.com:20001\",\n",
-    "    # proxy=\"http://jobspy:5a4vpWtj8EeJ2hoYzk@ca.smartproxy.com:20001\",\n",
-    "    # proxy=\"https://jobspy:5a4vpWtj8EeJ2hoYzk@ca.smartproxy.com:20001\",\n",
-    "\n",
+    "    # proxy=\"socks5://jobspy:5a4vpWtj4EeJ2hoYzk@us.smartproxy.com:10001\",\n",
+    "    proxy=\"http://jobspy:5a4vpWtj4EeJ2hoYzk@us.smartproxy.com:10001\",\n",
+    "    #proxy=\"https://jobspy:5a4vpWtj4EeJ2hoYzk@us.smartproxy.com:10001\",\n",
     ")\n",
-    "\n",
     "display(jobs)"
    ]
   },
@@ -97,9 +95,6 @@
     "    hyperlinks=True,\n",
     "    results_wanted=5,\n",
     "    easy_apply=True\n",
-    "\n",
-    "\n",
-    "\n",
     ")"
    ]
   },
@@ -125,11 +120,10 @@
    "outputs": [],
    "source": [
     "# example 4 - international indeed (no zip_recruiter)\n",
-    "result = scrape_jobs(\n",
+    "jobs = scrape_jobs(\n",
     "    site_name=[\"indeed\"],\n",
-    "    location='berlin',\n",
     "    search_term=\"engineer\",\n",
-    "    country_indeed = \"Germany\",\n",
+    "    country_indeed = \"China\",\n",
     "    hyperlinks=True\n",
     ")"
    ]
@@ -165,7 +159,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,