diff --git a/week_5/Pipfile.lock b/week_5/Pipfile.lock
index bdb6f96..2cb5980 100644
--- a/week_5/Pipfile.lock
+++ b/week_5/Pipfile.lock
@@ -18,31 +18,19 @@
     "default": {
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
-        },
-        "decorator": {
-            "hashes": [
-                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
-                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
-            ],
-            "version": "==4.4.2"
-        },
-        "entrypoints": {
-            "hashes": [
-                "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
-                "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
-            ],
-            "version": "==0.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "filterpy": {
             "hashes": [
@@ -53,10 +41,11 @@
         },
         "flake8": {
             "hashes": [
-                "sha256:45681a117ecc81e870cbf1262835ae4af5e7a8b08e40b944a8a6e6b895914cfb",
-                "sha256:49356e766643ad15072a789a20915d3c91dc89fd313ccd71802303fd67e4deca"
+                "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d",
+                "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"
             ],
-            "version": "==3.7.9"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.0.1"
         },
         "flake8-import-order": {
             "hashes": [
@@ -84,33 +73,69 @@
             "index": "pypi",
             "version": "==0.4.1"
         },
+        "iniconfig": {
+            "hashes": [
+                "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3",
+                "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"
+            ],
+            "version": "==1.1.1"
+        },
         "joblib": {
             "hashes": [
-                "sha256:0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8",
-                "sha256:bdb4fd9b72915ffb49fde2229ce482dd7ae79d842ed8c2b4c932441495af1403"
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
             ],
-            "version": "==0.14.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
         },
         "kiwisolver": {
             "hashes": [
-                "sha256:03662cbd3e6729f341a97dd2690b271e51a67a68322affab12a5b011344b973c",
-                "sha256:18d749f3e56c0480dccd1714230da0f328e6e4accf188dd4e6884bdd06bf02dd",
-                "sha256:247800260cd38160c362d211dcaf4ed0f7816afb5efe56544748b21d6ad6d17f",
-                "sha256:443c2320520eda0a5b930b2725b26f6175ca4453c61f739fef7a5847bd262f74",
-                "sha256:4eadb361baf3069f278b055e3bb53fa189cea2fd02cb2c353b7a99ebb4477ef1",
-                "sha256:556da0a5f60f6486ec4969abbc1dd83cf9b5c2deadc8288508e55c0f5f87d29c",
-                "sha256:603162139684ee56bcd57acc74035fceed7dd8d732f38c0959c8bd157f913fec",
-                "sha256:60a78858580761fe611d22127868f3dc9f98871e6fdf0a15cc4203ed9ba6179b",
-                "sha256:7cc095a4661bdd8a5742aaf7c10ea9fac142d76ff1770a0f84394038126d8fc7",
-                "sha256:c31bc3c8e903d60a1ea31a754c72559398d91b5929fcb329b1c3a3d3f6e72113",
-                "sha256:c955791d80e464da3b471ab41eb65cf5a40c15ce9b001fdc5bbc241170de58ec",
-                "sha256:d069ef4b20b1e6b19f790d00097a5d5d2c50871b66d10075dab78938dc2ee2cf",
-                "sha256:d52b989dc23cdaa92582ceb4af8d5bcc94d74b2c3e64cd6785558ec6a879793e",
-                "sha256:e586b28354d7b6584d8973656a7954b1c69c93f708c0c07b77884f91640b7657",
-                "sha256:efcf3397ae1e3c3a4a0a0636542bcad5adad3b1dd3e8e629d0b6e201347176c8",
-                "sha256:fccefc0d36a38c57b7bd233a9b485e2f1eb71903ca7ad7adacad6c28a56d62d2"
-            ],
-            "version": "==1.2.0"
+                "sha256:02f79693ec433cb4b5f51694e8477ae83b3205768a6fb48ffba60549080e295b",
+                "sha256:03baab2d6b4a54ddbb43bba1a3a2d1627e82d205c5cf8f4c924dc49284b87166",
+                "sha256:1041feb4cda8708ce73bb4dcb9ce1ccf49d553bf87c3954bdfa46f0c3f77252c",
+                "sha256:10ee06759482c78bdb864f4109886dff7b8a56529bc1609d4f1112b93fe6423c",
+                "sha256:1d1573129aa0fd901076e2bfb4275a35f5b7aa60fbfb984499d661ec950320b0",
+                "sha256:2e407cb4bd5a13984a6c2c0fe1845e4e41e96f183e5e5cd4d77a857d9693494c",
+                "sha256:2f5e60fabb7343a836360c4f0919b8cd0d6dbf08ad2ca6b9cf90bf0c76a3c4f6",
+                "sha256:3fe20f63c9ecee44560d0e7f116b3a747a5d7203376abeea292ab3152334d004",
+                "sha256:41dae968a94b1ef1897cb322b39360a0812661dba7c682aa45098eb8e193dbdf",
+                "sha256:4ea39b0ccc4f5d803e3337dd46bcce60b702be4d86fd0b3d7531ef10fd99a1ac",
+                "sha256:5bce61af018b0cb2055e0e72e7d65290d822d3feee430b7b8203d8a855e78766",
+                "sha256:62ac9cc684da4cf1778d07a89bf5f81b35834cb96ca523d3a7fb32509380cbf6",
+                "sha256:7577c1987baa3adc4b3c62c33bd1118c3ef5c8ddef36f0f2c950ae0b199e100d",
+                "sha256:75facbe9606748f43428fc91a43edb46c7ff68889b91fa31f53b58894503a191",
+                "sha256:787518a6789009c159453da4d6b683f468ef7a65bbde796bcea803ccf191058d",
+                "sha256:7c43e1e1206cd421cd92e6b3280d4385d41d7166b3ed577ac20444b6995a445f",
+                "sha256:841293b17ad704d70c578f1f0013c890e219952169ce8a24ebc063eecf775454",
+                "sha256:8c808594c88a025d4e322d5bb549282c93c8e1ba71b790f539567932722d7bd8",
+                "sha256:8ed58b8acf29798b036d347791141767ccf65eee7f26bde03a71c944449e53de",
+                "sha256:91672bacaa030f92fc2f43b620d7b337fd9a5af28b0d6ed3f77afc43c4a64b5a",
+                "sha256:968f44fdbf6dd757d12920d63b566eeb4d5b395fd2d00d29d7ef00a00582aac9",
+                "sha256:a553dadda40fef6bfa1456dc4be49b113aa92c2a9a9e8711e955618cd69622e3",
+                "sha256:a68b62a02953b9841730db7797422f983935aeefceb1679f0fc85cbfbd311c32",
+                "sha256:abbe9fa13da955feb8202e215c4018f4bb57469b1b78c7a4c5c7b93001699938",
+                "sha256:ad881edc7ccb9d65b0224f4e4d05a1e85cf62d73aab798943df6d48ab0cd79a1",
+                "sha256:b428ef021242344340460fa4c9185d0b1f66fbdbfecc6c63eff4b7c29fad429d",
+                "sha256:b533558eae785e33e8c148a8d9921692a9fe5aa516efbdff8606e7d87b9d5824",
+                "sha256:ba59c92039ec0a66103b1d5fe588fa546373587a7d68f5c96f743c3396afc04b",
+                "sha256:bc8d3bd6c72b2dd9decf16ce70e20abcb3274ba01b4e1c96031e0c4067d1e7cd",
+                "sha256:c79ebe8f3676a4c6630fd3f777f3cfecf9289666c84e775a67d1d358578dc2e3",
+                "sha256:c97528e64cb9ebeff9701e7938653a9951922f2a38bd847787d4a8e498cc83ae",
+                "sha256:d0611a0a2a518464c05ddd5a3a1a0e856ccc10e67079bb17f265ad19ab3c7597",
+                "sha256:d41997519fcba4a1e46eb4a2fe31bc12f0ff957b2b81bac28db24744f333e955",
+                "sha256:da152d8cdcab0e56e4f45eb08b9aea6455845ec83172092f09b0e077ece2cf7a",
+                "sha256:da7e547706e69e45d95e116e6939488d62174e033b763ab1496b4c29b76fabea",
+                "sha256:db5283d90da4174865d520e7366801a93777201e91e79bacbac6e6927cbceede",
+                "sha256:e92a513161077b53447160b9bd8f522edfbed4bd9759e4c18ab05d7ef7e49408",
+                "sha256:ecb1fa0db7bf4cff9dac752abb19505a233c7f16684c5826d1f11ebd9472b871",
+                "sha256:efda5fc8cc1c61e4f639b8067d118e742b812c930f708e6667a5ce0d13499e29",
+                "sha256:f0a71d85ecdd570ded8ac3d1c0f480842f49a40beb423bb8014539a9f32a5897",
+                "sha256:f4f270de01dd3e129a72efad823da90cc4d6aafb64c410c9033aba70db9f1ff0",
+                "sha256:f8ad8285b01b0d4695102546b342b493b3ccc6781fc28c8c6a1bb63e95d22f09",
+                "sha256:f9f39e2f049db33a908319cf46624a569b36983c7c78318e9726a4cb8923b26c"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.4.4"
         },
         "matplotlib": {
             "hashes": [
@@ -139,13 +164,6 @@
             ],
             "version": "==0.6.1"
         },
-        "more-itertools": {
-            "hashes": [
-                "sha256:5dd8bcf33e5f9513ffa06d5ad33d78f31e1931ac9a18f33d37e77a180d393a7c",
-                "sha256:b1ddb932186d8a6ac451e1d95844b382f55e12686d51ca0c68b6f61f2ab7a507"
-            ],
-            "version": "==8.2.0"
-        },
         "motmetrics": {
             "hashes": [
                 "sha256:7328d8468c948400b38fcc212f3e448bc1f2fdfc727e170d85a029e49f1cdbc6",
@@ -156,10 +174,11 @@
         },
         "networkx": {
             "hashes": [
-                "sha256:cdfbf698749a5014bf2ed9db4a07a5295df1d3a53bf80bf3cbd61edf9df05fa1",
-                "sha256:f8f4ff0b6f96e4f9b16af6b84622597b5334bf9cae8cf9b2e42e7985d5c95c64"
+                "sha256:15a7b81a360791c458c55a417418ea136c13378cfdc06a2dcdc12bd2f9cf09c1",
+                "sha256:a762f4b385692d9c3a6f2912d058d76d29a827deaedf9e63ed14d397b8030687"
             ],
-            "version": "==2.4"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.8.5"
         },
         "numpy": {
             "hashes": [
@@ -216,31 +235,42 @@
         },
         "packaging": {
             "hashes": [
-                "sha256:3c292b474fda1671ec57d46d739d072bfd495a4f51ad01a055121d81e952b7a3",
-                "sha256:82f77b9bee21c1bafbf35a84905d604d5d1223801d639cf3ed140bd651c08752"
+                "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb",
+                "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"
             ],
-            "version": "==20.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==21.3"
         },
         "pandas": {
             "hashes": [
-                "sha256:07c1b58936b80eafdfe694ce964ac21567b80a48d972879a359b3ebb2ea76835",
-                "sha256:0ebe327fb088df4d06145227a4aa0998e4f80a9e6aed4b61c1f303bdfdf7c722",
-                "sha256:11c7cb654cd3a0e9c54d81761b5920cdc86b373510d829461d8f2ed6d5905266",
-                "sha256:12f492dd840e9db1688126216706aa2d1fcd3f4df68a195f9479272d50054645",
-                "sha256:167a1315367cea6ec6a5e11e791d9604f8e03f95b57ad227409de35cf850c9c5",
-                "sha256:1a7c56f1df8d5ad8571fa251b864231f26b47b59cbe41aa5c0983d17dbb7a8e4",
-                "sha256:1fa4bae1a6784aa550a1c9e168422798104a85bf9c77a1063ea77ee6f8452e3a",
-                "sha256:32f42e322fb903d0e189a4c10b75ba70d90958cc4f66a1781ed027f1a1d14586",
-                "sha256:387dc7b3c0424327fe3218f81e05fc27832772a5dffbed385013161be58df90b",
-                "sha256:6597df07ea361231e60c00692d8a8099b519ed741c04e65821e632bc9ccb924c",
-                "sha256:743bba36e99d4440403beb45a6f4f3a667c090c00394c176092b0b910666189b",
-                "sha256:858a0d890d957ae62338624e4aeaf1de436dba2c2c0772570a686eaca8b4fc85",
-                "sha256:863c3e4b7ae550749a0bb77fa22e601a36df9d2905afef34a6965bed092ba9e5",
-                "sha256:a210c91a02ec5ff05617a298ad6f137b9f6f5771bf31f2d6b6367d7f71486639",
-                "sha256:ca84a44cf727f211752e91eab2d1c6c1ab0f0540d5636a8382a3af428542826e",
-                "sha256:d234bcf669e8b4d6cbcd99e3ce7a8918414520aeb113e2a81aeb02d0a533d7f7"
-            ],
-            "version": "==1.0.3"
+                "sha256:1e4285f5de1012de20ca46b188ccf33521bff61ba5c5ebd78b4fb28e5416a9f1",
+                "sha256:2651d75b9a167cc8cc572cf787ab512d16e316ae00ba81874b560586fa1325e0",
+                "sha256:2c21778a688d3712d35710501f8001cdbf96eb70a7c587a3d5613573299fdca6",
+                "sha256:32e1a26d5ade11b547721a72f9bfc4bd113396947606e00d5b4a5b79b3dcb006",
+                "sha256:3345343206546545bc26a05b4602b6a24385b5ec7c75cb6059599e3d56831da2",
+                "sha256:344295811e67f8200de2390093aeb3c8309f5648951b684d8db7eee7d1c81fb7",
+                "sha256:37f06b59e5bc05711a518aa10beaec10942188dccb48918bb5ae602ccbc9f1a0",
+                "sha256:552020bf83b7f9033b57cbae65589c01e7ef1544416122da0c79140c93288f56",
+                "sha256:5cce0c6bbeb266b0e39e35176ee615ce3585233092f685b6a82362523e59e5b4",
+                "sha256:5f261553a1e9c65b7a310302b9dbac31cf0049a51695c14ebe04e4bfd4a96f02",
+                "sha256:60a8c055d58873ad81cae290d974d13dd479b82cbb975c3e1fa2cf1920715296",
+                "sha256:62d5b5ce965bae78f12c1c0df0d387899dd4211ec0bdc52822373f13a3a022b9",
+                "sha256:7d28a3c65463fd0d0ba8bbb7696b23073efee0510783340a44b08f5e96ffce0c",
+                "sha256:8025750767e138320b15ca16d70d5cdc1886e8f9cc56652d89735c016cd8aea6",
+                "sha256:8b6dbec5f3e6d5dc80dcfee250e0a2a652b3f28663492f7dab9a24416a48ac39",
+                "sha256:a395692046fd8ce1edb4c6295c35184ae0c2bbe787ecbe384251da609e27edcb",
+                "sha256:a62949c626dd0ef7de11de34b44c6475db76995c2064e2d99c6498c3dba7fe58",
+                "sha256:aaf183a615ad790801fa3cf2fa450e5b6d23a54684fe386f7e3208f8b9bfbef6",
+                "sha256:adfeb11be2d54f275142c8ba9bf67acee771b7186a5745249c7d5a06c670136b",
+                "sha256:b6b87b2fb39e6383ca28e2829cddef1d9fc9e27e55ad91ca9c435572cdba51bf",
+                "sha256:bd971a3f08b745a75a86c00b97f3007c2ea175951286cdda6abe543e687e5f2f",
+                "sha256:c69406a2808ba6cf580c2255bcf260b3f214d2664a3a4197d0e640f573b46fd3",
+                "sha256:d3bc49af96cd6285030a64779de5b3688633a07eb75c124b0747134a63f4c05f",
+                "sha256:fd541ab09e1f80a2a1760032d665f6e032d8e44055d602d65eeea6e6e85498cb",
+                "sha256:fe95bae4e2d579812865db2212bb733144e34d0c6785c0685329e5b60fcb85dd"
+            ],
+            "markers": "python_full_version >= '3.7.1'",
+            "version": "==1.3.5"
         },
         "pillow": {
             "hashes": [
@@ -253,6 +283,7 @@
                 "sha256:433bbc2469a2351bea53666d97bb1eb30f0d56461735be02ea6b27654569f80f",
                 "sha256:4510c6b33277970b1af83c987277f9a08ec2b02cc20ac0f9234e4026136bb137",
                 "sha256:50a10b048f4dd81c092adad99fa5f7ba941edaf2f9590510109ac2a15e706695",
+                "sha256:5eef904c82b5f8e4256e8d420c971357da2884c0b812ba4efa15a7ad2ec66247",
                 "sha256:670e58d3643971f4afd79191abd21623761c2ebe61db1c2cb4797d817c4ba1a7",
                 "sha256:6c1924ed7dbc6ad0636907693bbbdd3fdae1d73072963e71f5644b864bb10b4d",
                 "sha256:721c04d3c77c38086f1f95d1cd8df87f2f9a505a780acf8575912b3206479da1",
@@ -272,98 +303,116 @@
         },
         "pluggy": {
             "hashes": [
-                "sha256:15b2acde666561e1298d71b523007ed7364de07029219b604cf808bfa1c765b0",
-                "sha256:966c145cd83c96502c3c3868f50408687b38434af77734af1e9ca461a4081d2d"
+                "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159",
+                "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"
             ],
-            "version": "==0.13.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.0"
         },
         "py": {
             "hashes": [
-                "sha256:5e27081401262157467ad6e7f851b7aa402c5852dbcb3dae06768434de5752aa",
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@@ -452,6 +511,22 @@
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@@ -460,49 +535,119 @@
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@@ -578,31 +853,41 @@
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@@ -765,220 +1135,431 @@
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 }