diff --git a/monkey_island/mymap.py b/monkey_island/mymap.py
new file mode 100644
index 000000000..106ba95e3
--- /dev/null
+++ b/monkey_island/mymap.py
@@ -0,0 +1,190 @@
+from pymongo import MongoClient
+db = MongoClient().monkeyisland
+
+DsRole_RoleStandaloneWorkstation = 0
+DsRole_RoleMemberWorkstation = 1
+DsRole_RoleStandaloneServer = 2
+DsRole_RoleMemberServer = 3
+DsRole_RoleBackupDomainController = 4
+DsRole_RolePrimaryDomainController = 5
+
+class Machine(object):
+    def __init__(self, monkey_guid):
+        self.monkey_guid = str(monkey_guid)
+    
+    def GetHostName(self):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid})
+        
+        names = set()
+
+        for doc in cur:
+            for comp in doc["data"]["Win32_ComputerSystem"]:
+                names.add(eval(comp["Name"]))
+
+        if len(names) == 1:
+            return names.pop()
+
+        return None
+
+    def GetDomainName(self):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid})
+        
+        names = set()
+
+        for doc in cur:
+            for comp in doc["data"]["Win32_ComputerSystem"]:
+                names.add(eval(comp["Domain"]))
+
+        if len(names) == 1:
+            return names.pop()
+
+        return None
+        
+    def GetDomainRole(self):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid})
+        
+        roles = set()
+
+        for doc in cur:
+            for comp in doc["data"]["Win32_ComputerSystem"]:
+                roles.add(comp["DomainRole"])
+
+        if len(roles) == 1:
+            return roles.pop()
+
+        return None
+
+    def GetSidByUsername(self, username):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid, "data.Win32_UserAccount.Name":"u'%s'" % (username,)})
+        
+        SIDs = set()
+
+        for doc in cur:
+            for user in doc["data"]["Win32_UserAccount"]:
+                if eval(user["Name"]) != username:
+                    continue
+
+                SIDs.add(eval(user["SID"]))
+        
+        if len(SIDs) == 1:
+            return SIDs.pop()
+        
+        return None
+
+    def GetUsernameBySid(self, sid):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid, "data.Win32_UserAccount.SID":"u'%s'" % (sid,)})
+        
+        names = set()
+
+        for doc in cur:
+            for user in doc["data"]["Win32_UserAccount"]:
+                if eval(user["SID"]) != sid:
+                    continue
+
+                names.add(eval(user["Name"]))
+        
+        if len(names) == 1:
+            return names.pop()
+        
+        return None
+
+    def GetGroupSidByGroupName(self, group_name):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid, "data.Win32_Group.Name":"u'%s'" % (group_name,)})
+        SIDs = set()
+
+        for doc in cur:
+            for group in doc["data"]["Win32_Group"]:
+                if eval(group["Name"]) != group_name:
+                    continue
+
+                SIDs.add(eval(group["SID"]))
+        
+        if len(SIDs) == 1:
+            return SIDs.pop()
+        
+        return None
+
+    def GetUsersByGroupSid(self, sid):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid, "data.Win32_GroupUser.GroupComponent.SID":"u'%s'" % (sid,)})
+
+        SIDs = set()
+
+        for doc in cur:
+            for group_user in doc["data"]["Win32_GroupUser"]:
+                if eval(group_user["GroupComponent"]["SID"]) != sid:
+                    continue
+
+                SIDs.add(eval(group_user["PartComponent"]["SID"]))
+        
+        return SIDs
+
+    def GetDomainControllersMonkeyGuidByDomainName(self, domain_name):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "data.Win32_ComputerSystem.Domain":"u'%s'" % (domain_name,)})
+        
+        GUIDs = set()
+
+        for doc in cur:
+            for comp in doc["data"]["Win32_ComputerSystem"]:
+                if ((comp["DomainRole"] != DsRole_RolePrimaryDomainController) and
+                    (comp["DomainRole"] != DsRole_RoleBackupDomainController)):
+                    continue
+
+                GUIDs.add(doc["monkey_guid"])
+        
+        return GUIDs
+
+    def GetLocalAdmins(self):
+        return self.GetUsersByGroupSid(self.GetGroupSidByGroupName("Administrators"))
+
+    def GetDomainAdminsOfMachine(self):
+        domain_name = self.GetDomainName()
+        DCs = self.GetDomainControllersMonkeyGuidByDomainName(domain_name)
+        
+        domain_admins = set()
+        
+        for dc_monkey_guid in DCs:
+            domain_admins += Machine(dc_monkey_guid).GetLocalAdmins()
+        
+        return domain_admins
+
+    def GetAdmins(self):
+        return self.GetLocalAdmins() | self.GetDomainAdminsOfMachine()
+        
+    def GetCachedSids(self):
+        cur = db.telemetry.find({"telem_type":"system_info_collection", "monkey_guid": self.monkey_guid})
+        
+        SIDs = set()
+        
+        for doc in cur:
+            for username in doc["data"]["credentials"]:
+                SIDs.add(self.GetSidByUsername(username))
+        
+        return SIDs
+
+def GetAllMachines():
+    cur = db.telemetry.find({"telem_type":"system_info_collection"})
+    
+    GUIDs = set()
+    
+    for doc in cur:
+        GUIDs.add(doc["monkey_guid"])
+
+    return GUIDs
+
+vertices = GetAllMachines()
+edges = set()
+
+for attacker in vertices:
+    cached = Machine(attacker).GetCachedSids()
+
+    for victim in vertices:
+        if attacker == victim:
+            continue
+
+        admins = Machine(victim).GetAdmins()
+        
+        if len(cached & admins) > 0:
+            edges.add((attacker, victim))
+
+print vertices
+print edges
\ No newline at end of file