diff --git a/Pipfile.lock b/Pipfile.lock
index 20a9fd3..f00570b 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,30 +18,20 @@
     "default": {
         "argon2-cffi": {
             "hashes": [
-                "sha256:05a8ac07c7026542377e38389638a8a1e9b78f1cd8439cd7493b39f08dd75fbf",
-                "sha256:0bf066bc049332489bb2d75f69216416329d9dc65deee127152caeb16e5ce7d5",
-                "sha256:18dee20e25e4be86680b178b35ccfc5d495ebd5792cd00781548d50880fee5c5",
-                "sha256:36320372133a003374ef4275fbfce78b7ab581440dfca9f9471be3dd9a522428",
-                "sha256:392c3c2ef91d12da510cfb6f9bae52512a4552573a9e27600bdb800e05905d2b",
-                "sha256:3aa804c0e52f208973845e8b10c70d8957c9e5a666f702793256242e9167c4e0",
-                "sha256:57358570592c46c420300ec94f2ff3b32cbccd10d38bdc12dc6979c4a8484fbc",
-                "sha256:6678bb047373f52bcff02db8afab0d2a77d83bde61cfecea7c5c62e2335cb203",
-                "sha256:6ea92c980586931a816d61e4faf6c192b4abce89aa767ff6581e6ddc985ed003",
-                "sha256:77e909cc756ef81d6abb60524d259d959bab384832f0c651ed7dcb6e5ccdbb78",
-                "sha256:7d455c802727710e9dfa69b74ccaab04568386ca17b0ad36350b622cd34606fe",
-                "sha256:8282b84ceb46b5b75c3a882b28856b8cd7e647ac71995e71b6705ec06fc232c3",
-                "sha256:8a84934bd818e14a17943de8099d41160da4a336bcc699bb4c394bbb9b94bd32",
-                "sha256:9bee3212ba4f560af397b6d7146848c32a800652301843df06b9e8f68f0f7361",
-                "sha256:9dfd5197852530294ecb5795c97a823839258dfd5eb9420233c7cfedec2058f2",
-                "sha256:b160416adc0f012fb1f12588a5e6954889510f82f698e23ed4f4fa57f12a0647",
-                "sha256:b94042e5dcaa5d08cf104a54bfae614be502c6f44c9c89ad1535b2ebdaacbd4c",
-                "sha256:ba7209b608945b889457f949cc04c8e762bed4fe3fec88ae9a6b7765ae82e496",
-                "sha256:cc0e028b209a5483b6846053d5fd7165f460a1f14774d79e632e75e7ae64b82b",
-                "sha256:d8029b2d3e4b4cea770e9e5a0104dd8fa185c1724a0f01528ae4826a6d25f97d",
-                "sha256:da7f0445b71db6d3a72462e04f36544b0de871289b0bc8a7cc87c0f5ec7079fa",
-                "sha256:e2db6e85c057c16d0bd3b4d2b04f270a7467c147381e8fd73cbbe5bc719832be"
-            ],
-            "version": "==20.1.0"
+                "sha256:165cadae5ac1e26644f5ade3bd9c18d89963be51d9ea8817bd671006d7909057",
+                "sha256:217b4f0f853ccbbb5045242946ad2e162e396064575860141b71a85eb47e475a",
+                "sha256:245f64a203012b144b7b8c8ea6d468cb02b37caa5afee5ba4a10c80599334f6a",
+                "sha256:4ad152c418f7eb640eac41ac815534e6aa61d1624530b8e7779114ecfbf327f8",
+                "sha256:566ffb581bbd9db5562327aee71b2eda24a1c15b23a356740abe3c011bbe0dcb",
+                "sha256:65213a9174320a1aee03fe826596e0620783966b49eb636955958b3074e87ff9",
+                "sha256:bc513db2283c385ea4da31a2cd039c33380701f376f4edd12fe56db118a3b21a",
+                "sha256:c7a7c8cc98ac418002090e4add5bebfff1b915ea1cb459c578cd8206fef10378",
+                "sha256:e4d8f0ae1524b7b0372a3e574a2561cbdddb3fdb6c28b70a72868189bda19659",
+                "sha256:f710b61103d1a1f692ca3ecbd1373e28aa5e545ac625ba067ff2feca1b2bb870",
+                "sha256:fa7e7d1fc22514a32b1761fdfa1882b6baa5c36bb3ef557bdd69e6fc9ba14a41"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==21.1.0"
         },
         "async-generator": {
             "hashes": [
@@ -90,11 +80,11 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:c1685a132e6a9a38bf93752e5faab33a9517a6c0bb2f37b785e47bf253bdb51d",
-                "sha256:ffa9221c6ac29399cc50fcc33473366edd0cf8d5e2cbbbb63296dc327fb67cc8"
+                "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
+                "sha256:4d2651ab93271d1129ac9cbc679f524565cc8a1b791909c4a51eac4446a15994"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==4.0.0"
+            "version": "==4.1.0"
         },
         "certifi": {
             "hashes": [
@@ -240,11 +230,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:7b30a78db2922d78a6f47fb30683156a14f3c6aa5cc23f77cc8967e9ab2d002f",
-                "sha256:ed5157fef23a4bc4594615a0dd8eba94b2bb36bf2a343fa3d8bb2fa0a62a99d5"
+                "sha256:b618b6d2d5ffa2f16add5697cf57a46c76a56229b0ed1c438322e4e95645bd15",
+                "sha256:f284b3e11256ad1e5d03ab86bb2ccd6f5339688ff17a4d797a0fe7df326f23b1"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==4.6.4"
+            "version": "==4.8.1"
         },
         "importlib-resources": {
             "hashes": [
@@ -318,11 +308,11 @@
         },
         "jupyter-client": {
             "hashes": [
-                "sha256:07b9566979546004c089afe7c9bf9e96224ec5f8421fe0ae460759fa593c6b1d",
-                "sha256:48822a93d9d75daa5fde235c35cf7a92fc979384735962501d4eb60b197fb43a"
+                "sha256:0c6cabd07e003a2e9692394bf1ae794188ad17d2e250ed747232d7a473aa772c",
+                "sha256:37a30c13d3655b819add61c830594090af7fca40cd2d74f41cad9e2e12118501"
             ],
             "markers": "python_full_version >= '3.6.1'",
-            "version": "==7.0.1"
+            "version": "==7.0.2"
         },
         "jupyter-core": {
             "hashes": [
@@ -341,11 +331,11 @@
         },
         "jupyterlab-widgets": {
             "hashes": [
-                "sha256:5c1a29a84d3069208cb506b10609175b249b6486d6b1cbae8fcde2a11584fb78",
-                "sha256:caeaf3e6103180e654e7d8d2b81b7d645e59e432487c1d35a41d6d3ee56b3fef"
+                "sha256:841925a349bd9a9197c5506bd5461a321b09e6659a9b179a0096b561a92898c3",
+                "sha256:f94fb7fa1ddc8668e3f98d67a97cabe322e8d04b78b9eb988c7fde415d7a02df"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==1.0.0"
+            "version": "==1.0.1"
         },
         "kaleido": {
             "hashes": [
@@ -364,6 +354,7 @@
                 "sha256:1e1bc12fb773a7b2ffdeb8380609f4f8064777877b2225dec3da711b421fda31",
                 "sha256:225e2e18f271e0ed8157d7f4518ffbf99b9450fca398d561eb5c4a87d0986dd9",
                 "sha256:232c9e11fd7ac3a470d65cd67e4359eee155ec57e822e5220322d7b2ac84fbf0",
+                "sha256:24cc411232d14c8abafbd0dddb83e1a4f54d77770b53db72edcfe1d611b3bf11",
                 "sha256:31dfd2ac56edc0ff9ac295193eeaea1c0c923c0355bf948fbd99ed6018010b72",
                 "sha256:33449715e0101e4d34f64990352bce4095c8bf13bed1b390773fc0a7295967b3",
                 "sha256:401a2e9afa8588589775fe34fc22d918ae839aaaf0c0e96441c0fdbce6d8ebe6",
@@ -374,8 +365,10 @@
                 "sha256:5a7a7dbff17e66fac9142ae2ecafb719393aaee6a3768c9de2fd425c63b53e21",
                 "sha256:5c3e6455341008a054cccee8c5d24481bcfe1acdbc9add30aa95798e95c65621",
                 "sha256:5f6ccd3dd0b9739edcf407514016108e2280769c73a85b9e59aa390046dbf08b",
+                "sha256:6d9d8d9b31aa8c2d80a690693aebd8b5e2b7a45ab065bb78f1609995d2c79240",
                 "sha256:72c99e39d005b793fb7d3d4e660aed6b6281b502e8c1eaf8ee8346023c8e03bc",
                 "sha256:78751b33595f7f9511952e7e60ce858c6d64db2e062afb325985ddbd34b5c131",
+                "sha256:792e69140828babe9649de583e1a03a0f2ff39918a71782c76b3c683a67c6dfd",
                 "sha256:834ee27348c4aefc20b479335fd422a2c69db55f7d9ab61721ac8cd83eb78882",
                 "sha256:8be8d84b7d4f2ba4ffff3665bcd0211318aa632395a1a41553250484a871d454",
                 "sha256:950a199911a8d94683a6b10321f9345d5a3a8433ec58b217ace979e18f16e248",
@@ -390,6 +383,8 @@
                 "sha256:ca3820eb7f7faf7f0aa88de0e54681bddcb46e485beb844fcecbcd1c8bd01689",
                 "sha256:cf8b574c7b9aa060c62116d4181f3a1a4e821b2ec5cbfe3775809474113748d4",
                 "sha256:d3155d828dec1d43283bd24d3d3e0d9c7c350cdfcc0bd06c0ad1209c1bbc36d0",
+                "sha256:d6563ccd46b645e966b400bb8a95d3457ca6cf3bba1e908f9e0927901dfebeb1",
+                "sha256:ef6eefcf3944e75508cdfa513c06cf80bafd7d179e14c1334ebdca9ebb8c2c66",
                 "sha256:f8d6f8db88049a699817fd9178782867bf22283e3813064302ac59f61d95be05",
                 "sha256:fd34fbbfbc40628200730bc1febe30631347103fc8d3d4fa012c21ab9c11eca9"
             ],
@@ -571,11 +566,11 @@
         },
         "notebook": {
             "hashes": [
-                "sha256:2a67037730e2b2991f5d684ecb07255bbb191f49234888e71e1fabf8e50679a6",
-                "sha256:5d999285fd449898c4dfa0b7880dd881f317c653eb221e8d51d0b5400751ce35"
+                "sha256:b50eafa8208d5db966efd1caa4076b4dfc51815e02a805b32ecd717e9e6cc071",
+                "sha256:e6b6dfed36b00cf950f63c0d42e947c101d4258aec21624de62b9e0c11ed5c0d"
             ],
-            "index": "pypi",
-            "version": "==6.4.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==6.4.3"
         },
         "numba": {
             "hashes": [
@@ -713,48 +708,62 @@
         },
         "pillow": {
             "hashes": [
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@@ -948,49 +957,49 @@
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@@ -1127,11 +1136,11 @@
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@@ -1213,12 +1222,12 @@
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@@ -1290,30 +1299,20 @@
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@@ -1355,11 +1354,11 @@
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@@ -1578,11 +1577,11 @@
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@@ -1632,11 +1631,11 @@
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@@ -1776,11 +1775,11 @@
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@@ -1977,49 +1976,49 @@
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         "requests": {
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@@ -2117,11 +2116,11 @@
         },
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         "testpath": {
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@@ -2230,12 +2229,12 @@
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         "typing-extensions": {
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