diff --git a/Pipfile.lock b/Pipfile.lock
index 3896d5f..2b8825f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,31 +18,27 @@
     "default": {
         "altair": {
             "hashes": [
-                "sha256:3edd30d4f4bb0a37278b72578e7e60bc72045a8e6704179e2f4738e35bc12931",
-                "sha256:7748841a1bea8354173d1140bef6d3b58bea21d201f562528e9599ea384feb7f"
+                "sha256:0c724848ae53410c13fa28be2b3b9a9dcb7b5caa1a70f7f217bd663bb419935a",
+                "sha256:d87d9372e63b48cd96b2a6415f0cf9457f50162ab79dc7a31cd7e024dd840026"
             ],
-            "version": "==4.1.0"
-        },
-        "appdirs": {
-            "hashes": [
-                "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41",
-                "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"
-            ],
-            "version": "==1.4.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.2.0"
         },
         "astor": {
             "hashes": [
                 "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
                 "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.8.1"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.4.0"
         },
         "backcall": {
             "hashes": [
@@ -51,19 +47,43 @@
             ],
             "version": "==0.2.0"
         },
+        "backports.zoneinfo": {
+            "hashes": [
+                "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
+                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
+                "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
+                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
+                "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
+                "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
+                "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
+                "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
+                "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
+                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==0.2.1"
+        },
         "base58": {
             "hashes": [
-                "sha256:365c9561d9babac1b5f18ee797508cd54937a724b6e419a130abad69cec5ca79",
-                "sha256:447adc750d6b642987ffc6d397ecd15a799852d5f6a1d308d384500243825058"
+                "sha256:11a36f4d3ce51dfc1043f3218591ac4eb1ceb172919cebe05b52a5bcc8d245c2",
+                "sha256:c5d0cb3f5b6e81e8e35da5754388ddcc6d0d14b6c6a132cb93d69ed580a7278c"
             ],
-            "version": "==2.0.1"
+            "markers": "python_version >= '3.5'",
+            "version": "==2.1.1"
         },
         "black": {
             "hashes": [
-                "sha256:1b30e59be925fafc1ee4565e5e08abef6b03fe455102883820fe5ee2e4734e0b",
-                "sha256:c2edb73a08e9e0e6f65a0e6af18b059b8b1cdd5bef997d7a0b181df93dc81539"
+                "sha256:77b80f693a569e2e527958459634f18df9b0ba2625ba4e0c2d5da5be42e6f2b3",
+                "sha256:a615e69ae185e08fdd73e4715e260e2479c861b5740057fde6e8b4e3b7dd589f"
             ],
-            "version": "==19.10b0"
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==21.12b0"
         },
         "blinker": {
             "hashes": [
@@ -73,81 +93,73 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e6ab26155b2f83798218106580ab2b3cd47691e25aba912e0351502eda8d86e0",
-                "sha256:f7aa33b382cc9e73ef7f590b885e72732ad2bd9628c5e312c9aeb8ba011c6820"
+                "sha256:aaddf6cf93568b734ad62fd96991775bccc7f016e93ff4e98dc1aa4f7586440c",
+                "sha256:fb02467a6e8109c7db994ba77fa2e8381ed129ce312988d8ef23edf6e3a3c7f1"
             ],
-            "version": "==1.14.20"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.20.41"
         },
         "botocore": {
             "hashes": [
-                "sha256:d1bf8c2085719221683edf54913c6155c68705f26ab4a72c45e4de5176a8cf7b",
-                "sha256:e7fee600092b51ca8016c541d5c50a8b39179d5c184ec3fd430400d99ba0c55a"
+                "sha256:41104e1c976c9c410387b3c7d265466b314f287a1c13fd4b543768135301058a",
+                "sha256:9137c59c4eb1dee60ae3c710e94f56119a1b33b0b17ff3ad878fc2f4ce77843a"
             ],
-            "version": "==1.17.20"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.23.41"
         },
         "cachetools": {
             "hashes": [
-                "sha256:513d4ff98dd27f85743a8dc0e92f55ddb1b49e060c2d5961512855cda2c01a98",
-                "sha256:bbaa39c3dede00175df2dc2b03d0cf18dd2d32a7de7beb68072d13043c9edb20"
+                "sha256:486471dfa8799eb7ec503a8059e263db000cdda20075ce5e48903087f79d5fd6",
+                "sha256:8fecd4203a38af17928be7b90689d8083603073622229ca7077b72d8e5a976e4"
             ],
-            "version": "==4.1.1"
+            "markers": "python_version ~= '3.7'",
+            "version": "==5.0.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3",
-                "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2020.6.20"
+            "version": "==2021.10.8"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:876d180e9d7432c5d1dfd4c5d26b72f099d503e8fcc0feb7532c9289be60fcbd",
+                "sha256:cb957888737fc0bbcd78e3df769addb41fd1ff8cf950dc9e7ad7793f1bf44455"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.10"
         },
         "click": {
             "hashes": [
-                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
-                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+                "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3",
+                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
             ],
-            "version": "==7.1.2"
-        },
-        "colorama": {
-            "hashes": [
-                "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff",
-                "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"
-            ],
-            "markers": "sys_platform == 'win32'",
-            "version": "==0.4.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==8.0.3"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "decorator": {
             "hashes": [
-                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
-                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
+                "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330",
+                "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"
             ],
-            "version": "==4.4.2"
-        },
-        "docutils": {
-            "hashes": [
-                "sha256:6c4f696463b79f1fb8ba0c594b63840ebd41f059e92b31957c46b74a4599b6d0",
-                "sha256:9e4d7ecfc600058e07ba661411a2b7de2fd0fafa17d1a7f7361cd47b1175c827",
-                "sha256:a2aeea129088da402665e92e0b25b04b073c04b2dce4ab65caaa38b7ce2e1a99"
-            ],
-            "version": "==0.15.2"
+            "markers": "python_version >= '3.5'",
+            "version": "==5.1.1"
         },
         "entrypoints": {
             "hashes": [
                 "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
                 "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
             ],
+            "markers": "python_version >= '2.7'",
             "version": "==0.3"
         },
         "enum-compat": {
@@ -167,18 +179,27 @@
         },
         "idna": {
             "hashes": [
-                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
-                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
+                "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff",
+                "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"
             ],
-            "version": "==2.10"
+            "markers": "python_version >= '3'",
+            "version": "==3.3"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:90bb658cdbbf6d1735b6341ce708fc7024a3e14e99ffdc5783edea9f9b077f83",
-                "sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070"
+                "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6",
+                "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==1.7.0"
+            "version": "==4.10.1"
+        },
+        "importlib-resources": {
+            "hashes": [
+                "sha256:33a95faed5fc19b4bc16b29a6eeae248a3fe69dd55d4d229d2b480e23eeaad45",
+                "sha256:d756e2f85dd4de2ba89be0b21dba2a3bbec2e871a42a3a16719258a11f87506b"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==5.4.0"
         },
         "ipykernel": {
             "hashes": [
@@ -190,10 +211,11 @@
         },
         "ipython": {
             "hashes": [
-                "sha256:2dbcc8c27ca7d3cfe4fcdff7f45b27f9a8d3edfa70ff8024a71c7a8eb5f09d64",
-                "sha256:9f4fcb31d3b2c533333893b9172264e4821c1ac91839500f31bd43f2c59b3ccf"
+                "sha256:5ac47dc9af66fc2f5530c12069390877ae372ac905edca75a92a6e363b5d7caa",
+                "sha256:c0427ed8bc33ac481faf9d3acf7e84e0010cdaada945e0badd1e2e74cc075833"
             ],
-            "version": "==7.16.1"
+            "index": "pypi",
+            "version": "==7.16.3"
         },
         "ipython-genutils": {
             "hashes": [
@@ -204,17 +226,19 @@
         },
         "ipywidgets": {
             "hashes": [
-                "sha256:87b30e4dfd68a7c4e3c6462eedb95ac7d1a776cc182f87168d960151151de31c",
-                "sha256:9cb5590e583b8ea309a2d8e88fb02e44d054df2a77891f7d3356b0b883b99d3d"
+                "sha256:206be4921d203461e65a3bdb0d1762aa07f26c743fe00062e73708cf7c8ce4b7",
+                "sha256:92f700f4c2a2e94b5257e9a03c9c718b6ae76b2680025c9cdef565291358e773"
             ],
-            "version": "==8.0.0a0"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.0.0b1"
         },
         "jedi": {
             "hashes": [
-                "sha256:1ddb0ec78059e8e27ec9eb5098360b4ea0a3dd840bedf21415ea820c21b40a22",
-                "sha256:807d5d4f96711a2bcfdd5dfa3b1ae6d09aa53832b182090b222b5efb81f52f63"
+                "sha256:86ed7d9b750603e4ba582ea8edc678657fb4007894a12bcf6f4bb97892f31d20",
+                "sha256:98cc583fa0f2f8304968199b01b6b4b94f469a1f4a74c1560506ca2a211378b5"
             ],
-            "version": "==0.17.1"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==0.17.2"
         },
         "jinja2": {
             "hashes": [
@@ -229,86 +253,173 @@
                 "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9",
                 "sha256:cdf6525904cc597730141d61b36f2e4b8ecc257c420fa2f4549bac2c2d0cb72f"
             ],
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.0"
         },
         "joblib": {
             "hashes": [
-                "sha256:8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6",
-                "sha256:d348c5d4ae31496b2aa060d6d9b787864dd204f9480baaa52d18850cb43e9f49"
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
             ],
-            "version": "==0.16.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
         },
         "jsonschema": {
             "hashes": [
-                "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163",
-                "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"
+                "sha256:636694eb41b3535ed608fe04129f26542b59ed99808b4f688aa32dcf55317a83",
+                "sha256:77281a1f71684953ee8b3d488371b162419767973789272434bbc3f29d9c8823"
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-            "version": "==3.2.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.4.0"
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         "jupyter-client": {
             "hashes": [
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-                "sha256:9f0092a0951d878e7521924899e1fba6f689c7a99d43735a4c0bc05c6f311452"
+                "sha256:540ca35e57e83c5ece81abd9b781a57cba39a37c60a2a30c8c1b2f6663544343",
+                "sha256:f0c576cce235c727e30b0a0da88c2755d0947d0070fa1bc45f195079ffd64e66"
             ],
-            "version": "==6.1.5"
+            "markers": "python_full_version >= '3.6.1'",
+            "version": "==7.1.1"
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         "jupyter-core": {
             "hashes": [
-                "sha256:394fd5dd787e7c8861741880bdf8a00ce39f95de5d18e579c74b882522219e7e",
-                "sha256:a4ee613c060fe5697d913416fc9d553599c05e4492d58fac1192c9a6844abb21"
+                "sha256:1c091f3bbefd6f2a8782f2c1db662ca8478ac240e962ae2c66f0b87c818154ea",
+                "sha256:dce8a7499da5a53ae3afd5a9f4b02e5df1d57250cf48f3ad79da23b4778cd6fa"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==4.9.1"
+        },
+        "jupyterlab-widgets": {
+            "hashes": [
+                "sha256:503cc5110b4f2ab8a12d675da90b3db19d1d6fe242152ef43a158d3baae2dca1",
+                "sha256:7121eefd9332747dcb0026e5a6c76ec84f020f5a285ef77cbaae62b8c67436f6"
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-            "version": "==4.6.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0b1"
         },
         "kiwisolver": {
             "hashes": [
-                "sha256:03662cbd3e6729f341a97dd2690b271e51a67a68322affab12a5b011344b973c",
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@@ -331,6 +442,13 @@
             "index": "pypi",
             "version": "==3.3.0rc1"
         },
+        "mypy-extensions": {
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@@ -340,10 +458,19 @@
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@@ -386,17 +513,19 @@
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             "extras": [
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             ],
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@@ -675,17 +929,27 @@
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@@ -704,44 +968,90 @@
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