diff --git a/Pipfile.lock b/Pipfile.lock
index 59d771d..231a447 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,83 +16,227 @@
         ]
     },
     "default": {
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-            ],
-            "markers": "sys_platform == 'darwin'",
-            "version": "==0.1.0"
+        "anyio": {
+            "hashes": [
+                "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421",
+                "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"
+            ],
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.6.2"
+        },
+        "argon2-cffi": {
+            "hashes": [
+                "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80",
+                "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"
+            ],
+            "markers": "python_full_version >= '3.6.0'",
+            "version": "==21.3.0"
+        },
+        "argon2-cffi-bindings": {
+            "hashes": [
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+                "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
+            ],
+            "markers": "python_full_version >= '3.6.0'",
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         "attrs": {
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+            "markers": "python_version >= '3.5'",
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         "backcall": {
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-            "version": "==0.1.0"
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-            "version": "==3.1.0"
+            "markers": "python_full_version >= '3.6.0'",
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-            "version": "==2019.6.16"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.0.1"
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-        "chardet": {
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-            "version": "==3.0.4"
+            "index": "pypi",
+            "version": "==2022.12.7"
+        },
+        "cffi": {
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+            "version": "==0.11.0"
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-            "version": "==4.4.0"
+            "markers": "python_version >= '3.5'",
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         "defusedxml": {
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+            ],
+            "markers": "python_full_version >= '3.6.0'",
+            "version": "==0.4"
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-            "version": "==0.3"
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-            "version": "==2.8"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.4"
+        },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:d5059f9f1e8e41f80e9c56c2ee58811450c31984dfa625329ffd7c0dad88a73b",
+                "sha256:d84d17e21670ec07990e1044a99efe8d615d860fd176fc29ef5c306068fda313"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==5.1.0"
+        },
+        "importlib-resources": {
+            "hashes": [
+                "sha256:32bb095bda29741f6ef0e5278c42df98d135391bee5f932841efc0041f748dc3",
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+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==5.10.1"
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         "ipykernel": {
             "hashes": [
@@ -104,11 +248,11 @@
         },
         "ipython": {
             "hashes": [
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             "hashes": [
@@ -256,33 +485,76 @@
             "index": "pypi",
             "version": "==3.1.0"
         },
+        "matplotlib-inline": {
+            "hashes": [
+                "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311",
+                "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"
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+            "markers": "python_version >= '3.5'",
+            "version": "==0.1.6"
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-                "sha256:88a1051873018da288eee8538d476dffe1262495144b33ecb586c4ab266bb8d4"
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+                "sha256:cbf05df5842b420d5cece0143462380ea9d308ff57c2dc0eb4d6e035b18fbfb3"
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+            "version": "==0.4.8"
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+            "markers": "python_version >= '3.7'",
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-                "sha256:4a978548d8383f6b2cfca4a3b0543afb77bc7cb5a96e8b424337ab58c12da9bc"
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-            "version": "==5.5.0"
+            "markers": "python_version >= '3.7'",
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-            "version": "==4.4.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.7.0"
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+        "nest-asyncio": {
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+                "sha256:d267cc1ff794403f7df692964d1d2a3fa9418ffea2a3f6859a439ff482fef290"
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+            "markers": "python_version >= '3.5'",
+            "version": "==1.5.6"
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             "hashes": [
-                "sha256:573e0ae650c5d76b18b6e564ba6d21bf321d00847de1d215b418acb64f056eb8",
-                "sha256:f64fa6624d2323fbef6210a621817d6505a45d0d4a9367f1843b20a38a4666ee"
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+            "markers": "python_version >= '3.7'",
+            "version": "==6.5.2"
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-            "version": "==5.7.8"
+            "markers": "python_version >= '3.7'",
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         "numpy": {
             "hashes": [
@@ -313,6 +585,14 @@
             "index": "pypi",
             "version": "==1.16.4"
         },
+        "packaging": {
+            "hashes": [
+                "sha256:2198ec20bd4c017b8f9717e00f0c8714076fc2fd93816750ab48e2c41de2cfd3",
+                "sha256:957e2148ba0e1a3b282772e791ef1d8083648bc131c8ab0c1feba110ce1146c3"
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+            "markers": "python_version >= '3.7'",
+            "version": "==22.0"
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                 "sha256:071e42b89b57baa17031af8c6b6bbd2e9a5c68c595bc6bf9adabd7a9ed125d3b",
@@ -341,24 +621,27 @@
         },
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-                "sha256:b3dd70e169bb5449e6bc6ff96aea89c5eea8c5f6ab5e207fc2f521a2cf4a0da9"
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-            "version": "==1.4.2"
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-                "sha256:2e9574cb12e7112a87253e14e2c380ce312060269d04bd018478a3c92ea9a376"
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-            "version": "==0.4.0"
+            "markers": "python_full_version >= '3.6.0'",
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-                "sha256:9e2c1fd0e6ee3a49b28f95d4b33bc389c89b20af6a1255906e90ff1262ce62eb"
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             "markers": "sys_platform != 'win32'",
-            "version": "==4.7.0"
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         "pickleshare": {
             "hashes": [
@@ -367,6 +650,14 @@
             ],
             "version": "==0.7.5"
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+        "pkgutil-resolve-name": {
+            "hashes": [
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+                "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"
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@@ -377,170 +668,307 @@
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+                "sha256:6fdfabffd8dfcb6cf887428849d30cf19a3ea34c2c248461e1f7d718ad30b66b",
+                "sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9",
+                "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13",
+                "sha256:b8150f721c101abdef99073bf66d3903e292d851bee51910839831caba341a75",
+                "sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac",
+                "sha256:d3a2f5999215a3a06a4fc218026cd84c61b8b2b40ac5296a6db1f1451ef04c1e",
+                "sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"
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+            "markers": "python_version >= '3.7'",
+            "version": "==6.2"
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         "traitlets": {
             "hashes": [
-                "sha256:9c4bd2d267b7153df9152698efb1050a5d84982d3384a37b2c1f7723ba3e7835",
-                "sha256:c6cb5e6f57c5a9bdaa40fa71ce7b4af30298fbab9ece9815b5d995ab6217c7d9"
+                "sha256:10b6ed1c9cedee83e795db70a8b9c2db157bb3778ec4587a349ecb7ef3b1033b",
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-            "version": "==4.3.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.6.0"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa",
+                "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.4.0"
         },
         "urllib3": {
             "hashes": [
-                "sha256:b246607a25ac80bedac05c6f282e3cdaf3afb65420fd024ac94435cabe6e18d1",
-                "sha256:dbe59173209418ae49d485b87d1681aefa36252ee85884c31346debd19463232"
+                "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc",
+                "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"
             ],
-            "version": "==1.25.3"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.26.13"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:3df37372226d6e63e1b1e1eda15c594bca98a22d33a23832a90998faa96bc65e",
-                "sha256:f4ebe71925af7b40a864553f761ed559b43544f8f71746c2d756c7fe788ade7c"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
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             ],
-            "version": "==0.1.7"
+            "version": "==0.2.5"
         },
         "webencodings": {
             "hashes": [
@@ -549,12 +977,29 @@
             ],
             "version": "==0.5.1"
         },
+        "websocket-client": {
+            "hashes": [
+                "sha256:d6b06432f184438d99ac1f456eaf22fe1ade524c3dd16e661142dc54e9cba574",
+                "sha256:d6e8f90ca8e2dd4e8027c4561adeb9456b54044312dba655e7cae652ceb9ae59"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.4.2"
+        },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:14b2c65f9940c9a7d3b70adbe713dbd38b5ec69724eebaba034d1036cf3d4740",
-                "sha256:fa618be8435447a017fd1bf2c7ae922d0428056cfc7449f7a8641edf76b48265"
+                "sha256:44c69f18237af0f610557d6c1c7ef76853f5856a0e604c0a517f2320566bb775",
+                "sha256:fa0e840719ec95dd2ec85c3a48913f1a0c29d323eacbcdb0b29bfed0cc6da678"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.4"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa",
+                "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"
             ],
-            "version": "==3.4.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.11.0"
         }
     },
     "develop": {}