diff --git a/a.7-rest-API/Training - Using the API in MISP.ipynb b/a.7-rest-API/Training - Using the API in MISP.ipynb
index a074057..9c616a0 100644
--- a/a.7-rest-API/Training - Using the API in MISP.ipynb	
+++ b/a.7-rest-API/Training - Using the API in MISP.ipynb	
@@ -56,8 +56,9 @@
    "source": [
     "from pymisp import ExpandedPyMISP\n",
     "from pprint import pprint\n",
-    "AUTHKEY = \"ptU1OggdiLLWlwHPO9B3lzpwEND3hL7gH0uEsyYL\"\n",
-    "URL = \"http://127.0.0.1:8080\"\n",
+    "AUTHKEY = \"AY6Qur7V1kyQ1BTefWiiTx7B6KM7ABln1UVpfDKB\"\n",
+    "URL = \"https://localhost:8443\"\n",
+    "misp = ExpandedPyMISP(URL, AUTHKEY, False)\n",
     "\n",
     "def print_result(result):\n",
     "    flag_printed = False\n",
@@ -100,17 +101,16 @@
    "outputs": [],
    "source": [
     "# Creation\n",
-    "misp_url = URL + '/events/add'\n",
+    "endpoint = '/events/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
-    "    \"info\": \"Event created via the API for Telindus training\",\n",
+    "    \"info\": \"Event created via the API for the CA training 4\",\n",
     "    \"threat_level_id\": 1,\n",
     "    \"distribution\": 0\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -121,16 +121,15 @@
    "outputs": [],
    "source": [
     "# Edition 1\n",
-    "misp_url = URL + '/events/edit/'\n",
-    "relative_path = '33'\n",
+    "endpoint = '/events/edit/'\n",
+    "relative_path = '21'\n",
     "\n",
     "body = {\n",
-    "    \"distribution\": 4,\n",
-    "    \"sharing_group_id\": 1\n",
+    "    \"distribution\": 3\n",
+    "#     \"sharing_group_id\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)  \n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -141,8 +140,8 @@
    "outputs": [],
    "source": [
     "# Edition 2 - Adding Attribute\n",
-    "misp_url = URL + '/events/edit/'\n",
-    "relative_path = '29'\n",
+    "endpoint = '/events/edit/'\n",
+    "relative_path = '18'\n",
     "\n",
     "body = {\n",
     "    \"distribution\": 0,\n",
@@ -154,8 +153,7 @@
     "    ]\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -166,7 +164,7 @@
    "outputs": [],
    "source": [
     "# Edition 2 - tagging - The bad way (Fetch the whole event and re-process everything)\n",
-    "misp_url = URL + '/events/edit/'\n",
+    "endpoint = '/events/edit/'\n",
     "relative_path = '29'\n",
     "\n",
     "body = {\n",
@@ -178,8 +176,7 @@
     "    }\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -190,16 +187,15 @@
    "outputs": [],
    "source": [
     "# Edition 2 - tagging - The better way\n",
-    "misp_url = URL + '/tags/attachTagToObject'\n",
+    "endpoint = '/tags/attachTagToObject'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
-    "    \"uuid\": \"5cf65823-d22c-45ae-af4f-47d80a00020f\", # can be anything: event or attribute\n",
+    "    \"uuid\": \"5d6f857e-698c-4ea0-834a-6db1cfc4a0a0\", # can be anything: event or attribute\n",
     "    \"tag\": \"tlp:green\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -210,17 +206,16 @@
    "outputs": [],
    "source": [
     "# Searching the Event index (Move it to the search topic)\n",
-    "misp_url = URL + '/events/index'\n",
+    "endpoint = '/events/index'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
-    "    \"eventinfo\": \"api\",\n",
-    "    \"publish_timestamp\": \"10d\",\n",
-    "    \"org\": \"ORGNAME\"\n",
+    "#     \"eventinfo\": \"api\",\n",
+    "    \"publish_timestamp\": \"2019-05-21\",\n",
+    "#     \"org\": \"ORGNAME\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -231,7 +226,7 @@
    "outputs": [],
    "source": [
     "# Searching the Event index\n",
-    "misp_url = URL + '/events/index'\n",
+    "misp_url = '/events/index'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -239,8 +234,7 @@
     "    \"tag\": [\"tlp:amber\"]\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "\n",
     "print('Event number: %s' % len(res))\n",
     "print_result(res)"
@@ -266,7 +260,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "event_id = 33"
+    "event_id = XXXXX"
    ]
   },
   {
@@ -276,7 +270,7 @@
    "outputs": [],
    "source": [
     "# Adding\n",
-    "misp_url = URL + '/attributes/add/'\n",
+    "endpoint = '/attributes/add/'\n",
     "relative_path = str(event_id)\n",
     "\n",
     "body = {\n",
@@ -284,8 +278,7 @@
     "    \"type\": \"ip-dst\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -296,7 +289,7 @@
    "outputs": [],
    "source": [
     "# Adding invalid attribute type\n",
-    "misp_url = URL + '/attributes/add/'\n",
+    "endpoint = '/attributes/add/'\n",
     "relative_path = str(event_id)\n",
     "\n",
     "body = {\n",
@@ -304,8 +297,7 @@
     "    \"type\": \"md5\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -316,7 +308,7 @@
    "outputs": [],
    "source": [
     "# Editing\n",
-    "misp_url = URL + '/attributes/edit/'\n",
+    "endpoint = '/attributes/edit/'\n",
     "relative_path = '36586'\n",
     "\n",
     "body = {\n",
@@ -325,8 +317,7 @@
     "    \"comment\": \"Comment added via the API\",\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -338,11 +329,11 @@
    "source": [
     "# Editing with data taken from JSON views. \n",
     "# <!> (timestamp) contrast the difference with *PyMISP*\n",
-    "misp_url = URL + '/attributes/edit/'\n",
-    "relative_path = '36586'\n",
+    "endpoint = '/attributes/edit/'\n",
+    "relative_path = 'XXXXXXXX'\n",
     "\n",
     "body = {\n",
-    "                \"id\": \"36586\",\n",
+    "                \"id\": \"XXXXXXXX\",\n",
     "                \"type\": \"ip-dst\",\n",
     "                \"category\": \"Network activity\",\n",
     "                \"to_ids\": False,\n",
@@ -371,8 +362,7 @@
     "                ]\n",
     "            }\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -390,7 +380,7 @@
    "outputs": [],
    "source": [
     "# Example of an un-documented endpoint\n",
-    "misp_url = URL + '/objects/add/'\n",
+    "endpoint = '/objects/add/'\n",
     "relative_path = str(event_id)\n",
     "\n",
     "body = {\n",
@@ -426,8 +416,7 @@
     "    ]\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -462,7 +451,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -470,8 +459,7 @@
     "    \"eventid\": event_id\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -482,7 +470,7 @@
    "outputs": [],
    "source": [
     "# Searches on Attribute's data\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "misp_url = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -492,8 +480,7 @@
     "    \"value\": \"1.2.3.%\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -504,7 +491,7 @@
    "outputs": [],
    "source": [
     "# Searches on Attribute's data\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -515,8 +502,7 @@
     "\n",
     "# [] == {\"OR\": []}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -527,7 +513,7 @@
    "outputs": [],
    "source": [
     "# Searches on Attribute's data\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -542,8 +528,7 @@
     "    \"tags\": {\"AND\": [\"tlp:green\", \"Malware\"], \"NOT\": [\"%ransomware%\"]}\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -554,7 +539,7 @@
    "outputs": [],
    "source": [
     "# Paginating\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -564,8 +549,7 @@
     "    \"limit\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -576,8 +560,9 @@
    "outputs": [],
    "source": [
     "# Searches based on time: Absolute\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
+    "event_id = 13\n",
     "\n",
     "body = {\n",
     "    \"returnFormat\": \"json\",\n",
@@ -586,8 +571,7 @@
     "    # from and to NOT REALLY USEFULL.. \n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -598,7 +582,7 @@
    "outputs": [],
    "source": [
     "# Searches based on time: Relative\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "# /!\\ Last: works on the publish_timestamp -> may be confusing\n",
@@ -606,12 +590,11 @@
     "body = {\n",
     "    \"returnFormat\": \"json\",\n",
     "    \"eventid\": event_id,\n",
-    "    \"to_ids\": 1,\n",
-    "    \"last\": \"10d\"\n",
+    "#     \"to_ids\": 1,\n",
+    "    \"last\": \"2019-08-28\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -637,7 +620,7 @@
    "outputs": [],
    "source": [
     "# Searches with attachments\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -647,8 +630,7 @@
     "#     \"withAttachments\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -659,7 +641,7 @@
    "outputs": [],
    "source": [
     "# Searches - Others\n",
-    "misp_url = URL + '/attributes/restSearch/'\n",
+    "endpoint = '/attributes/restSearch/'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -669,8 +651,7 @@
     "#     \"enforceWarninglist\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -688,7 +669,7 @@
    "outputs": [],
    "source": [
     "# Searching using the RestSearch\n",
-    "misp_url = URL + '/events/restSearch'\n",
+    "endpoint = '/events/restSearch'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -696,8 +677,7 @@
     "    \"eventid\": 31,\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -738,7 +718,7 @@
    "outputs": [],
    "source": [
     "# Searching using the RestSearch - Filtering\n",
-    "misp_url = URL + '/events/restSearch'\n",
+    "endpoint = '/events/restSearch'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -746,8 +726,7 @@
     "    \"value\": \"parsed-ail.json\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -758,7 +737,7 @@
    "outputs": [],
    "source": [
     "# Searching using the RestSearch\n",
-    "misp_url = URL + '/events/restSearch'\n",
+    "endpoint = '/events/restSearch'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -768,8 +747,7 @@
     "    \"metadata\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -780,7 +758,7 @@
    "outputs": [],
    "source": [
     "# Searching using the RestSearch\n",
-    "misp_url = URL + '/events/restSearch'\n",
+    "endpoint = '/events/restSearch'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -789,8 +767,7 @@
     "    \"published\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -808,7 +785,7 @@
    "outputs": [],
    "source": [
     "# Creating sightings\n",
-    "misp_url = URL + '/sightings/add'\n",
+    "endpoint = '/sightings/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -816,8 +793,7 @@
     "    \"value\": \"parsed-ail.json\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -828,7 +804,7 @@
    "outputs": [],
    "source": [
     "# Searching for sighted elements\n",
-    "misp_url = URL + '/sightings/restSearch/event'\n",
+    "endpoint = '/sightings/restSearch/event'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -838,8 +814,7 @@
     "    \"includeEvent\": 1\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -857,13 +832,12 @@
    "outputs": [],
    "source": [
     "# Checking values against the warining list\n",
-    "misp_url = URL + '/warninglists/checkValue'\n",
+    "endpoint = '/warninglists/checkValue'\n",
     "relative_path = ''\n",
     "\n",
     "body = [\"8.8.8.8\", \"yolo\", \"test\"]\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -881,15 +855,14 @@
    "outputs": [],
    "source": [
     "# Creating Organisation\n",
-    "misp_url = URL + '/admin/organisations/add'\n",
+    "endpoint = '/admin/organisations/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
     "    \"name\": \"TEMP_ORG2\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -900,7 +873,7 @@
    "outputs": [],
    "source": [
     "# Creating Users\n",
-    "misp_url = URL + '/admin/users/add'\n",
+    "endpoint = '/admin/users/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -912,8 +885,7 @@
     "    \"password\": \"~~UlTrA_SeCuRe_PaSsWoRd~~\"\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -924,7 +896,7 @@
    "outputs": [],
    "source": [
     "# Creating Sharing Groups\n",
-    "misp_url = URL + '/sharing_groups/add'\n",
+    "endpoint = '/sharing_groups/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -942,8 +914,7 @@
     "    ]\n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -956,7 +927,7 @@
    "outputs": [],
    "source": [
     "# Server\n",
-    "misp_url = URL + '/servers/add'\n",
+    "endpoint = '/servers/add'\n",
     "relative_path = ''\n",
     "\n",
     "body = {\n",
@@ -967,8 +938,7 @@
     "    \n",
     "}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -979,13 +949,12 @@
    "outputs": [],
    "source": [
     "# Server settings\n",
-    "misp_url = URL + '/servers/serverSettings'\n",
+    "endpoint = '/servers/serverSettings'\n",
     "relative_path = ''\n",
     "\n",
     "body = {}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -996,13 +965,12 @@
    "outputs": [],
    "source": [
     "# Statistics\n",
-    "misp_url = URL + '/users/statistics'\n",
+    "endpoint = '/users/statistics'\n",
     "relative_path = ''\n",
     "\n",
     "body = {}\n",
     "\n",
-    "misp = ExpandedPyMISP(misp_url, AUTHKEY, False)\n",
-    "res = misp.direct_call(relative_path, body)\n",
+    "res = misp.direct_call(endpoint + relative_path, body)\n",
     "print_result(res)"
    ]
   },
@@ -1031,7 +999,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.7.3"
   }
  },
  "nbformat": 4,