diff --git a/requirements.txt b/requirements.txt
index 6c80c4de..847f0dae 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,342 +1,35 @@
-appnope==0.1.2; platform_system == "Darwin" and python_version >= "3.7" and sys_platform == "darwin" \
-    --hash=sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442 \
-    --hash=sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a
-backcall==0.2.0; python_version >= "3.7" \
-    --hash=sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255 \
-    --hash=sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e
-cffi==1.15.0; python_full_version >= "3.6.1" and python_version >= "3.7" and implementation_name == "pypy" \
-    --hash=sha256:c2502a1a03b6312837279c8c1bd3ebedf6c12c4228ddbad40912d671ccc8a962 \
-    --hash=sha256:23cfe892bd5dd8941608f93348c0737e369e51c100d03718f108bf1add7bd6d0 \
-    --hash=sha256:41d45de54cd277a7878919867c0f08b0cf817605e4eb94093e7516505d3c8d14 \
-    --hash=sha256:4a306fa632e8f0928956a41fa8e1d6243c71e7eb59ffbd165fc0b41e316b2474 \
-    --hash=sha256:e7022a66d9b55e93e1a845d8c9eba2a1bebd4966cd8bfc25d9cd07d515b33fa6 \
-    --hash=sha256:14cd121ea63ecdae71efa69c15c5543a4b5fbcd0bbe2aad864baca0063cecf27 \
-    --hash=sha256:d4d692a89c5cf08a8557fdeb329b82e7bf609aadfaed6c0d79f5a449a3c7c023 \
-    --hash=sha256:0104fb5ae2391d46a4cb082abdd5c69ea4eab79d8d44eaaf79f1b1fd806ee4c2 \
-    --hash=sha256:91ec59c33514b7c7559a6acda53bbfe1b283949c34fe7440bcf917f96ac0723e \
-    --hash=sha256:f5c7150ad32ba43a07c4479f40241756145a1f03b43480e058cfd862bf5041c7 \
-    --hash=sha256:00c878c90cb53ccfaae6b8bc18ad05d2036553e6d9d1d9dbcf323bbe83854ca3 \
-    --hash=sha256:abb9a20a72ac4e0fdb50dae135ba5e77880518e742077ced47eb1499e29a443c \
-    --hash=sha256:a5263e363c27b653a90078143adb3d076c1a748ec9ecc78ea2fb916f9b861962 \
-    --hash=sha256:f54a64f8b0c8ff0b64d18aa76675262e1700f3995182267998c31ae974fbc382 \
-    --hash=sha256:c21c9e3896c23007803a875460fb786118f0cdd4434359577ea25eb556e34c55 \
-    --hash=sha256:5e069f72d497312b24fcc02073d70cb989045d1c91cbd53979366077959933e0 \
-    --hash=sha256:64d4ec9f448dfe041705426000cc13e34e6e5bb13736e9fd62e34a0b0c41566e \
-    --hash=sha256:2756c88cbb94231c7a147402476be2c4df2f6078099a6f4a480d239a8817ae39 \
-    --hash=sha256:3b96a311ac60a3f6be21d2572e46ce67f09abcf4d09344c49274eb9e0bf345fc \
-    --hash=sha256:75e4024375654472cc27e91cbe9eaa08567f7fbdf822638be2814ce059f58032 \
-    --hash=sha256:59888172256cac5629e60e72e86598027aca6bf01fa2465bdb676d37636573e8 \
-    --hash=sha256:27c219baf94952ae9d50ec19651a687b826792055353d07648a5695413e0c605 \
-    --hash=sha256:4958391dbd6249d7ad855b9ca88fae690783a6be9e86df65865058ed81fc860e \
-    --hash=sha256:f6f824dc3bce0edab5f427efcfb1d63ee75b6fcb7282900ccaf925be84efb0fc \
-    --hash=sha256:06c48159c1abed75c2e721b1715c379fa3200c7784271b3c46df01383b593636 \
-    --hash=sha256:c2051981a968d7de9dd2d7b87bcb9c939c74a34626a6e2f8181455dd49ed69e4 \
-    --hash=sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997 \
-    --hash=sha256:91d77d2a782be4274da750752bb1650a97bfd8f291022b379bb8e01c66b4e96b \
-    --hash=sha256:45db3a33139e9c8f7c09234b5784a5e33d31fd6907800b316decad50af323ff2 \
-    --hash=sha256:263cc3d821c4ab2213cbe8cd8b355a7f72a8324577dc865ef98487c1aeee2bc7 \
-    --hash=sha256:17771976e82e9f94976180f76468546834d22a7cc404b17c22df2a2c81db0c66 \
-    --hash=sha256:3415c89f9204ee60cd09b235810be700e993e343a408693e80ce7f6a40108029 \
-    --hash=sha256:4238e6dab5d6a8ba812de994bbb0a79bddbdf80994e4ce802b6f6f3142fcc880 \
-    --hash=sha256:0808014eb713677ec1292301ea4c81ad277b6cdf2fdd90fd540af98c0b101d20 \
-    --hash=sha256:57e9ac9ccc3101fac9d6014fba037473e4358ef4e89f8e181f8951a2c0162024 \
-    --hash=sha256:8b6c2ea03845c9f501ed1313e78de148cd3f6cad741a75d43a29b43da27f2e1e \
-    --hash=sha256:10dffb601ccfb65262a27233ac273d552ddc4d8ae1bf93b21c94b8511bffe728 \
-    --hash=sha256:786902fb9ba7433aae840e0ed609f45c7bcd4e225ebb9c753aa39725bb3e6ad6 \
-    --hash=sha256:da5db4e883f1ce37f55c667e5c0de439df76ac4cb55964655906306918e7363c \
-    --hash=sha256:181dee03b1170ff1969489acf1c26533710231c58f95534e3edac87fff06c443 \
-    --hash=sha256:45e8636704eacc432a206ac7345a5d3d2c62d95a507ec70d62f23cd91770482a \
-    --hash=sha256:31fb708d9d7c3f49a60f04cf5b119aeefe5644daba1cd2a0fe389b674fd1de37 \
-    --hash=sha256:6dc2737a3674b3e344847c8686cf29e500584ccad76204efea14f451d4cc669a \
-    --hash=sha256:74fdfdbfdc48d3f47148976f49fab3251e550a8720bebc99bf1483f5bfb5db3e \
-    --hash=sha256:ffaa5c925128e29efbde7301d8ecaf35c8c60ffbcd6a1ffd3a552177c8e5e796 \
-    --hash=sha256:3f7d084648d77af029acb79a0ff49a0ad7e9d09057a9bf46596dac9514dc07df \
-    --hash=sha256:ef1f279350da2c586a69d32fc8733092fd32cc8ac95139a00377841f59a3f8d8 \
-    --hash=sha256:2a23af14f408d53d5e6cd4e3d9a24ff9e05906ad574822a10563efcef137979a \
-    --hash=sha256:3773c4d81e6e818df2efbc7dd77325ca0dcb688116050fb2b3011218eda36139 \
-    --hash=sha256:920f0d66a896c2d99f0adbb391f990a84091179542c205fa53ce5787aff87954
-colorama==0.4.4; python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.5.0" \
-    --hash=sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2 \
-    --hash=sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b
-debugpy==1.5.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7" \
-    --hash=sha256:70b422c63a833630c33e3f9cdbd9b6971f8c5afd452697e464339a21bbe862ba \
-    --hash=sha256:3a457ad9c0059a21a6c7d563c1f18e924f5cf90278c722bd50ede6f56b77c7fe \
-    --hash=sha256:5d76a4fd028d8009c3faf1185b4b78ceb2273dd2499447664b03939e0368bb90 \
-    --hash=sha256:16db27b4b91991442f91d73604d32080b30de655aca9ba821b1972ea8171021b \
-    --hash=sha256:2b073ad5e8d8c488fbb6a116986858bab0c9c4558f28deb8832c7a5a27405bd6 \
-    --hash=sha256:318f81f37341e4e054b4267d39896b73cddb3612ca13b39d7eea45af65165e1d \
-    --hash=sha256:b5b3157372e0e0a1297a8b6b5280bcf1d35a40f436c7973771c972726d1e32d5 \
-    --hash=sha256:1ec3a086e14bba6c472632025b8fe5bdfbaef2afa1ebd5c6615ce6ed8d89bc67 \
-    --hash=sha256:26fbe53cca45a608679094791ce587b6e2798acd1d4777a8b303b07622e85182 \
-    --hash=sha256:d876db8c312eeb02d85611e0f696abe66a2c1515e6405943609e725d5ff36f2a \
-    --hash=sha256:4404a62fb5332ea5c8c9132290eef50b3a0ba38cecacad5529e969a783bcbdd7 \
-    --hash=sha256:f3a3dca9104aa14fd4210edcce6d9ce2b65bd9618c0b222135a40b9d6e2a9eeb \
-    --hash=sha256:b2df2c373e85871086bd55271c929670cd4e1dba63e94a08d442db830646203b \
-    --hash=sha256:82f5f9ce93af6861a0713f804e62ab390bb12a17f113153e47fea8bbb1dfbe36 \
-    --hash=sha256:17a25ce9d7714f92fc97ef00cc06269d7c2b163094990ada30156ed31d9a5030 \
-    --hash=sha256:01e98c594b3e66d529e40edf314f849cd1a21f7a013298df58cd8e263bf8e184 \
-    --hash=sha256:f73988422b17f071ad3c4383551ace1ba5ed810cbab5f9c362783d22d40a08dc \
-    --hash=sha256:23df67fc56d59e386c342428a7953c2c06cc226d8525b11319153e96afb65b0c \
-    --hash=sha256:a2aa64f6d2ca7ded8a7e8a4e7cae3bc71866b09876b7b05cecad231779cb9156 \
-    --hash=sha256:194f95dd3e84568b5489aab5689a3a2c044e8fdc06f1890b8b4f70b6b89f2778 \
-    --hash=sha256:d2b09e91fbd1efa4f4fda121d49af89501beda50c18ed7499712c71a4bf3452e
-decorator==5.1.0; python_version >= "3.7" \
-    --hash=sha256:7b12e7c3c6ab203a29e157335e9122cb03de9ab7264b137594103fd4a683b374 \
-    --hash=sha256:e59913af105b9860aa2c8d3272d9de5a56a4e608db9a2f167a8480b323d529a7
-entrypoints==0.3; python_full_version >= "3.6.1" and python_version >= "3.7" \
-    --hash=sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19 \
-    --hash=sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451
-ipykernel==6.6.0; python_version >= "3.7" \
-    --hash=sha256:82ded8919fa7f5483be2b6219c3b13380d93faab1fc49cc2cfcd10e9e24cc158 \
-    --hash=sha256:3a227788216b43982d9ac28195949467627b0d16e6b8af9741d95dcaa8c41a89
-ipython==7.30.1; python_version >= "3.7" \
-    --hash=sha256:fc60ef843e0863dd4e24ab2bb5698f071031332801ecf8d1aeb4fb622056545c \
-    --hash=sha256:cb6aef731bf708a7727ab6cde8df87f0281b1427d41e65d62d4b68934fa54e97
-isodate==0.6.0; python_version >= "3.7" \
-    --hash=sha256:aa4d33c06640f5352aca96e4b81afd8ab3b47337cc12089822d6f322ac772c81 \
-    --hash=sha256:2e364a3d5759479cdb2d37cce6b9376ea504db2ff90252a2e5b7cc89cc9ff2d8
-jedi==0.18.1; python_version >= "3.7" \
-    --hash=sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d \
-    --hash=sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab
-jupyter-client==7.1.0; python_full_version >= "3.6.1" and python_version >= "3.7" \
-    --hash=sha256:64d93752d8cbfba0c1030c3335c3f0d9797cd1efac012652a14aac1653db11a3 \
-    --hash=sha256:a5f995a73cffb314ed262713ae6dfce53c6b8216cea9f332071b8ff44a6e1654
-jupyter-core==4.9.1; python_full_version >= "3.6.1" and python_version >= "3.7" \
-    --hash=sha256:1c091f3bbefd6f2a8782f2c1db662ca8478ac240e962ae2c66f0b87c818154ea \
-    --hash=sha256:dce8a7499da5a53ae3afd5a9f4b02e5df1d57250cf48f3ad79da23b4778cd6fa
-matplotlib-inline==0.1.3; python_version >= "3.7" \
-    --hash=sha256:a04bfba22e0d1395479f866853ec1ee28eea1485c1d69a6faf00dc3e24ff34ee \
-    --hash=sha256:aed605ba3b72462d64d475a21a9296f400a19c4f74a31b59103d2a99ffd5aa5c
-nest-asyncio==1.5.4; python_full_version >= "3.6.1" and python_version >= "3.7" \
-    --hash=sha256:3fdd0d6061a2bb16f21fe8a9c6a7945be83521d81a0d15cff52e9edee50101d6 \
-    --hash=sha256:f969f6013a16fadb4adcf09d11a68a4f617c6049d7af7ac2c676110169a63abd
-numpy==1.21.1 \
-    --hash=sha256:38e8648f9449a549a7dfe8d8755a5979b45b3538520d1e735637ef28e8c2dc50 \
-    --hash=sha256:fd7d7409fa643a91d0a05c7554dd68aa9c9bb16e186f6ccfe40d6e003156e33a \
-    --hash=sha256:a75b4498b1e93d8b700282dc8e655b8bd559c0904b3910b144646dbbbc03e062 \
-    --hash=sha256:1412aa0aec3e00bc23fbb8664d76552b4efde98fb71f60737c83efbac24112f1 \
-    --hash=sha256:e46ceaff65609b5399163de5893d8f2a82d3c77d5e56d976c8b5fb01faa6b671 \
-    --hash=sha256:c6a2324085dd52f96498419ba95b5777e40b6bcbc20088fddb9e8cbb58885e8e \
-    --hash=sha256:73101b2a1fef16602696d133db402a7e7586654682244344b8329cdcbbb82172 \
-    --hash=sha256:7a708a79c9a9d26904d1cca8d383bf869edf6f8e7650d85dbc77b041e8c5a0f8 \
-    --hash=sha256:95b995d0c413f5d0428b3f880e8fe1660ff9396dcd1f9eedbc311f37b5652e16 \
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-    --hash=sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784 \
-    --hash=sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83
+appnope==0.1.2; platform_system == "Darwin" and python_version >= "3.7" and sys_platform == "darwin"
+backcall==0.2.0; python_version >= "3.7"
+cffi==1.15.0; python_full_version >= "3.6.1" and python_version >= "3.7" and implementation_name == "pypy"
+colorama==0.4.4; python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.5.0"
+debugpy==1.5.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7"
+decorator==5.1.0; python_version >= "3.7"
+entrypoints==0.3; python_full_version >= "3.6.1" and python_version >= "3.7"
+ipykernel==6.6.0; python_version >= "3.7"
+ipython==7.30.1; python_version >= "3.7"
+isodate==0.6.0; python_version >= "3.7"
+jedi==0.18.1; python_version >= "3.7"
+jupyter-client==7.1.0; python_full_version >= "3.6.1" and python_version >= "3.7"
+jupyter-core==4.9.1; python_full_version >= "3.6.1" and python_version >= "3.7"
+matplotlib-inline==0.1.3; python_version >= "3.7"
+nest-asyncio==1.5.4; python_full_version >= "3.6.1" and python_version >= "3.7"
+numpy==1.21.4
+pandas==1.3.4; python_full_version >= "3.7.1"
+parso==0.8.3; python_version >= "3.7"
+pexpect==4.8.0; sys_platform != "win32" and python_version >= "3.7"
+pickleshare==0.7.5; python_version >= "3.7"
+prompt-toolkit==3.0.23; python_full_version >= "3.6.2" and python_version >= "3.7"
+ptyprocess==0.7.0; sys_platform != "win32" and python_version >= "3.7"
+py==1.11.0; python_full_version >= "3.6.1" and python_version >= "3.7" and implementation_name == "pypy"
+pycparser==2.21; python_full_version >= "3.6.1" and python_version >= "3.7" and implementation_name == "pypy"
+pygments==2.10.0; python_version >= "3.7"
+pyparsing==3.0.6; python_version >= "3.7"
+python-dateutil==2.8.2; python_full_version >= "3.7.1" and python_version >= "3.7"
+pytz==2021.3; python_full_version >= "3.7.1"
+pywin32==302; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_full_version >= "3.6.1" and python_version >= "3.7"
+pyzmq==22.3.0; python_full_version >= "3.6.1" and python_version >= "3.7"
+rdflib==6.0.2; python_version >= "3.7"
+six==1.16.0; python_full_version >= "3.7.1" and python_version >= "3.7"
+tornado==6.1; python_full_version >= "3.6.1" and python_version >= "3.7"
+traitlets==5.1.1; python_full_version >= "3.6.1" and python_version >= "3.7"
+wcwidth==0.2.5; python_full_version >= "3.6.2" and python_version >= "3.7"