diff --git a/frontend/Dockerfile.app b/frontend/Dockerfile.app
index b1a1042..ba58e0e 100644
--- a/frontend/Dockerfile.app
+++ b/frontend/Dockerfile.app
@@ -1,6 +1,6 @@
 ### BUILDER IMAGE ###
 # syntax=docker/dockerfile:1
-FROM python:3.10-slim AS BUILDER
+FROM python:3.12-slim AS BUILDER
 
 # set environment variables
 ENV LANG=C.UTF-8
@@ -21,7 +21,7 @@ COPY requirements.txt ./
 RUN pip install --no-cache-dir -r requirements.txt
 
 ### APP IMAGE ###
-FROM python:3.10-slim AS APP
+FROM python:3.12-slim AS APP
 WORKDIR /app
 
 # set environment variables
diff --git a/frontend/Dockerfile.nginx b/frontend/Dockerfile.nginx
index 510c161..7360673 100644
--- a/frontend/Dockerfile.nginx
+++ b/frontend/Dockerfile.nginx
@@ -1,6 +1,6 @@
 ### BUILDER IMAGE ###
 # syntax=docker/dockerfile:1
-FROM python:3.10-slim AS BUILDER
+FROM python:3.12-slim AS BUILDER
 WORKDIR /app
 
 # set environment variables
diff --git a/frontend/poetry.lock b/frontend/poetry.lock
index 3db1de6..bac7abc 100644
--- a/frontend/poetry.lock
+++ b/frontend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "arabic-reshaper"
@@ -25,9 +25,6 @@ files = [
     {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
-
 [package.extras]
 tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
@@ -44,13 +41,13 @@ files = [
 
 [[package]]
 name = "asteval"
-version = "0.9.31"
+version = "0.9.32"
 description = "Safe, minimalistic evaluator of python expression using ast module"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "asteval-0.9.31-py3-none-any.whl", hash = "sha256:2761750c184d97707c292b62df3b10e330a809a2201721acc435a2b89a114263"},
-    {file = "asteval-0.9.31.tar.gz", hash = "sha256:a2da066b6696dba9835c5f7dec63e0ffb5bd2b4e3bb5f0b9a604aeafb17d833d"},
+    {file = "asteval-0.9.32-py3-none-any.whl", hash = "sha256:4d0da45a15f15eeb88bb53cf4c352591ccb00f00f81f74649fd7084519adc3fe"},
+    {file = "asteval-0.9.32.tar.gz", hash = "sha256:3bef25a973d378fda21c83a38c6292c4d0d94773f49f42073e69dbb19932bb74"},
 ]
 
 [package.extras]
@@ -61,13 +58,13 @@ test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
 [[package]]
@@ -334,43 +331,43 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.0"
+version = "42.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "cryptography-42.0.0-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:678cfa0d1e72ef41d48993a7be75a76b0725d29b820ff3cfd606a5b2b33fda01"},
-    {file = "cryptography-42.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:146e971e92a6dd042214b537a726c9750496128453146ab0ee8971a0299dc9bd"},
-    {file = "cryptography-42.0.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87086eae86a700307b544625e3ba11cc600c3c0ef8ab97b0fda0705d6db3d4e3"},
-    {file = "cryptography-42.0.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:0a68bfcf57a6887818307600c3c0ebc3f62fbb6ccad2240aa21887cda1f8df1b"},
-    {file = "cryptography-42.0.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5a217bca51f3b91971400890905a9323ad805838ca3fa1e202a01844f485ee87"},
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+    {file = "cryptography-42.0.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:111a0d8553afcf8eb02a4fea6ca4f59d48ddb34497aa8706a6cf536f1a5ec576"},
+    {file = "cryptography-42.0.5-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cd65d75953847815962c84a4654a84850b2bb4aed3f26fadcc1c13892e1e29f6"},
+    {file = "cryptography-42.0.5-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:e807b3188f9eb0eaa7bbb579b462c5ace579f1cedb28107ce8b48a9f7ad3679e"},
+    {file = "cryptography-42.0.5-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f12764b8fffc7a123f641d7d049d382b73f96a34117e0b637b80643169cec8ac"},
+    {file = "cryptography-42.0.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:37dd623507659e08be98eec89323469e8c7b4c1407c85112634ae3dbdb926fdd"},
+    {file = "cryptography-42.0.5.tar.gz", hash = "sha256:6fe07eec95dfd477eb9530aef5bead34fec819b3aaf6c5bd6d20565da607bfe1"},
 ]
 
 [package.dependencies]
@@ -422,13 +419,13 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "django"
-version = "4.2.9"
+version = "4.2.11"
 description = "A high-level Python web framework that encourages rapid development and clean, pragmatic design."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Django-4.2.9-py3-none-any.whl", hash = "sha256:2cc2fc7d1708ada170ddd6c99f35cc25db664f165d3794bc7723f46b2f8c8984"},
-    {file = "Django-4.2.9.tar.gz", hash = "sha256:12498cc3cb8bc8038539fef9e90e95f507502436c1f0c3a673411324fa675d14"},
+    {file = "Django-4.2.11-py3-none-any.whl", hash = "sha256:ddc24a0a8280a0430baa37aff11f28574720af05888c62b7cfe71d219f4599d3"},
+    {file = "Django-4.2.11.tar.gz", hash = "sha256:6e6ff3db2d8dd0c986b4eec8554c8e4f919b5c1ff62a5b4390c17aff2ed6e5c4"},
 ]
 
 [package.dependencies]
@@ -442,60 +439,60 @@ bcrypt = ["bcrypt"]
 
 [[package]]
 name = "fonttools"
-version = "4.47.2"
+version = "4.49.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fonttools-4.47.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3b629108351d25512d4ea1a8393a2dba325b7b7d7308116b605ea3f8e1be88df"},
-    {file = "fonttools-4.47.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c19044256c44fe299d9a73456aabee4b4d06c6b930287be93b533b4737d70aa1"},
-    {file = "fonttools-4.47.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b8be28c036b9f186e8c7eaf8a11b42373e7e4949f9e9f370202b9da4c4c3f56c"},
-    {file = "fonttools-4.47.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f83a4daef6d2a202acb9bf572958f91cfde5b10c8ee7fb1d09a4c81e5d851fd8"},
-    {file = "fonttools-4.47.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4a5a5318ba5365d992666ac4fe35365f93004109d18858a3e18ae46f67907670"},
-    {file = "fonttools-4.47.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8f57ecd742545362a0f7186774b2d1c53423ed9ece67689c93a1055b236f638c"},
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 graphite = ["lz4 (>=1.7.4.2)"]
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 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
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 [[package]]
 name = "future"
-version = "0.18.3"
+version = "1.0.0"
 description = "Clean single-source support for Python 3 and 2"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
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 ]
 
 [[package]]
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 [package.dependencies]
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 pytz = ">=2020.1"
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 [[package]]
 name = "pillow"
@@ -1081,19 +1101,19 @@ files = [
 
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-version = "0.21.0"
+version = "0.23.1"
 description = "Tools for stamping and signing PDF files"
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 click = ">=8.1.3"
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 pyhanko-certvalidator = ">=0.26.2,<0.27"
 pyyaml = ">=6.0"
 qrcode = ">=7.3.1"
@@ -1103,15 +1123,15 @@ tzlocal = ">=4.3"
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 [[package]]
@@ -1139,13 +1159,13 @@ testing = ["aiohttp (>=3.8,<3.10)", "freezegun (>=1.1.0)", "pyhanko-certvalidato
 
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@@ -1153,13 +1173,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
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+version = "4.1.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
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 [package.extras]
@@ -1214,13 +1234,13 @@ six = "*"
 
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 [package.dependencies]
@@ -1228,13 +1248,13 @@ six = ">=1.5"
 
 [[package]]
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+version = "2024.1"
 description = "World timezone definitions, modern and historical"
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 [[package]]
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+    {file = "scikit_learn-1.4.1.post1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f43dd527dabff5521af2786a2f8de5ba381e182ec7292663508901cf6ceaf6e"},
+    {file = "scikit_learn-1.4.1.post1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c02e27d65b0c7dc32f2c5eb601aaf5530b7a02bfbe92438188624524878336f2"},
+    {file = "scikit_learn-1.4.1.post1-cp310-cp310-win_amd64.whl", hash = "sha256:629e09f772ad42f657ca60a1a52342eef786218dd20cf1369a3b8d085e55ef8f"},
+    {file = "scikit_learn-1.4.1.post1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6145dfd9605b0b50ae72cdf72b61a2acd87501369a763b0d73d004710ebb76b5"},
+    {file = "scikit_learn-1.4.1.post1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:1afed6951bc9d2053c6ee9a518a466cbc9b07c6a3f9d43bfe734192b6125d508"},
+    {file = "scikit_learn-1.4.1.post1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce03506ccf5f96b7e9030fea7eb148999b254c44c10182ac55857bc9b5d4815f"},
+    {file = "scikit_learn-1.4.1.post1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ba516fcdc73d60e7f48cbb0bccb9acbdb21807de3651531208aac73c758e3ab"},
+    {file = "scikit_learn-1.4.1.post1-cp311-cp311-win_amd64.whl", hash = "sha256:78cd27b4669513b50db4f683ef41ea35b5dddc797bd2bbd990d49897fd1c8a46"},
+    {file = "scikit_learn-1.4.1.post1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a1e289f33f613cefe6707dead50db31930530dc386b6ccff176c786335a7b01c"},
+    {file = "scikit_learn-1.4.1.post1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:0df87de9ce1c0140f2818beef310fb2e2afdc1e66fc9ad587965577f17733649"},
+    {file = "scikit_learn-1.4.1.post1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:712c1c69c45b58ef21635360b3d0a680ff7d83ac95b6f9b82cf9294070cda710"},
+    {file = "scikit_learn-1.4.1.post1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1754b0c2409d6ed5a3380512d0adcf182a01363c669033a2b55cca429ed86a81"},
+    {file = "scikit_learn-1.4.1.post1-cp312-cp312-win_amd64.whl", hash = "sha256:1d491ef66e37f4e812db7e6c8286520c2c3fc61b34bf5e59b67b4ce528de93af"},
+    {file = "scikit_learn-1.4.1.post1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:aa0029b78ef59af22cfbd833e8ace8526e4df90212db7ceccbea582ebb5d6794"},
+    {file = "scikit_learn-1.4.1.post1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:14e4c88436ac96bf69eb6d746ac76a574c314a23c6961b7d344b38877f20fee1"},
+    {file = "scikit_learn-1.4.1.post1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7cd3a77c32879311f2aa93466d3c288c955ef71d191503cf0677c3340ae8ae0"},
+    {file = "scikit_learn-1.4.1.post1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a3ee19211ded1a52ee37b0a7b373a8bfc66f95353af058a210b692bd4cda0dd"},
+    {file = "scikit_learn-1.4.1.post1-cp39-cp39-win_amd64.whl", hash = "sha256:234b6bda70fdcae9e4abbbe028582ce99c280458665a155eed0b820599377d25"},
 ]
 
 [package.dependencies]
 joblib = ">=1.2.0"
-numpy = ">=1.19.5"
+numpy = ">=1.19.5,<2.0"
 scipy = ">=1.6.0"
 threadpoolctl = ">=2.0.0"
 
@@ -1466,19 +1466,19 @@ test = ["asv", "gmpy2", "hypothesis", "mpmath", "pooch", "pytest", "pytest-cov",
 
 [[package]]
 name = "setuptools"
-version = "69.0.3"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.0.3-py3-none-any.whl", hash = "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05"},
-    {file = "setuptools-69.0.3.tar.gz", hash = "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -1525,13 +1525,13 @@ tinycss2 = ">=0.6.0"
 
 [[package]]
 name = "threadpoolctl"
-version = "3.2.0"
+version = "3.3.0"
 description = "threadpoolctl"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "threadpoolctl-3.2.0-py3-none-any.whl", hash = "sha256:2b7818516e423bdaebb97c723f86a7c6b0a83d3f3b0970328d66f4d9104dc032"},
-    {file = "threadpoolctl-3.2.0.tar.gz", hash = "sha256:c96a0ba3bdddeaca37dc4cc7344aafad41cdb8c313f74fdfe387a867bba93355"},
+    {file = "threadpoolctl-3.3.0-py3-none-any.whl", hash = "sha256:6155be1f4a39f31a18ea70f94a77e0ccd57dced08122ea61109e7da89883781e"},
+    {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"},
 ]
 
 [[package]]
@@ -1554,24 +1554,24 @@ test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
-    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
+    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
+    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2023.4"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
-    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
@@ -1624,17 +1624,18 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.1.0"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
-    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
+    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
+    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -1651,13 +1652,13 @@ files = [
 
 [[package]]
 name = "xhtml2pdf"
-version = "0.2.14"
+version = "0.2.15"
 description = "PDF generator using HTML and CSS"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "xhtml2pdf-0.2.14-py3-none-any.whl", hash = "sha256:dfdd81c5b6fbb06fc7afb1db7af2a313cbaee14e7aa079ead43189a27722b09f"},
-    {file = "xhtml2pdf-0.2.14.tar.gz", hash = "sha256:4b33a94921898ed5c0431b46701380dc91ff4aae6d28c99679431ea696edd38c"},
+    {file = "xhtml2pdf-0.2.15-py3-none-any.whl", hash = "sha256:ba81ca18a236478eb0d98fffb2d55871642d19cb6927383932a1954111449e5d"},
+    {file = "xhtml2pdf-0.2.15.tar.gz", hash = "sha256:cc9c68551677f831d836e7fc94196fa777d3c4d500754aa4dc5c02d45c0e19d1"},
 ]
 
 [package.dependencies]
@@ -1668,17 +1669,17 @@ pyHanko = ">=0.12.1"
 pyhanko-certvalidator = ">=0.19.5"
 pypdf = ">=3.1.0"
 python-bidi = ">=0.4.2"
-reportlab = ">=4.0.4"
+reportlab = ">=4.0.4,<4.1"
 svglib = ">=1.2.1"
 
 [package.extras]
 docs = ["sphinx (>=6)", "sphinx-rtd-theme (>=0.5.0)"]
-pycairo = ["reportlab[pycairo] (>=4.0.4)"]
+pycairo = ["reportlab[pycairo] (>=4.0.4,<4.1)"]
 release = ["build", "twine"]
-renderpm = ["reportlab[renderpm] (>=4.0.4)"]
+renderpm = ["reportlab[renderpm] (>=4.0.4,<4.1)"]
 test = ["coverage (>=5.3)", "tomli (>=2.0.1)", "tox"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<3.12"
-content-hash = "a8a8551d0925ea54eaa0a3892747fc7b5cd9d56e23248a91a6cddc30ea72e5e1"
+python-versions = ">=3.12,<3.13"
+content-hash = "124c237bd8349ba11f6cf57e31fae18463411dc0bcf00c6c4ff876a7defc2e14"
diff --git a/frontend/pyproject.toml b/frontend/pyproject.toml
index 3675035..6178445 100644
--- a/frontend/pyproject.toml
+++ b/frontend/pyproject.toml
@@ -2,16 +2,19 @@
 name = "frontend"
 version = "1.0.0"
 description = ""
-authors = ["Your Name <you@example.com>"]
+authors = [
+    "Tobias Mueller <to.mueller@gmail.com",
+    "Tyler De Jong <TDeJong@nhcweb.com>",
+]
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.12"
-django = "^4.1.7"
+python = ">=3.12,<3.13"
+django = "^4.2.8"
 scikit-learn = "^1.2.2"
 scipy = "^1.10.1"
 pypdf2 = "^3.0.1"
-pandas = "^1.5.3"
+pandas = "^2.2"
 lmfit = "^1.1.0"
 xhtml2pdf = "^0.2.9"
 matplotlib = "^3.7.1"
diff --git a/frontend/requirements.txt b/frontend/requirements.txt
index e80a1ab..c45008c 100644
--- a/frontend/requirements.txt
+++ b/frontend/requirements.txt
@@ -1,61 +1,61 @@
-arabic-reshaper==3.0.0 ; python_version >= "3.10" and python_version < "3.12"
-asgiref==3.7.2 ; python_version >= "3.10" and python_version < "3.12"
-asn1crypto==1.5.1 ; python_version >= "3.10" and python_version < "3.12"
-asteval==0.9.31 ; python_version >= "3.10" and python_version < "3.12"
-certifi==2024.2.2 ; python_version >= "3.10" and python_version < "3.12"
-cffi==1.16.0 ; python_version >= "3.10" and python_version < "3.12" and platform_python_implementation != "PyPy"
-chardet==5.2.0 ; python_version >= "3.10" and python_version < "3.12"
-charset-normalizer==3.3.2 ; python_version >= "3.10" and python_version < "3.12"
-click==8.1.7 ; python_version >= "3.10" and python_version < "3.12"
-colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.12" and platform_system == "Windows"
-contourpy==1.2.0 ; python_version >= "3.10" and python_version < "3.12"
-cryptography==42.0.4 ; python_version >= "3.10" and python_version < "3.12"
-cssselect2==0.7.0 ; python_version >= "3.10" and python_version < "3.12"
-cycler==0.12.1 ; python_version >= "3.10" and python_version < "3.12"
-django==4.2.10 ; python_version >= "3.10" and python_version < "3.12"
-fonttools==4.47.2 ; python_version >= "3.10" and python_version < "3.12"
-future==1.0.0 ; python_version >= "3.10" and python_version < "3.12"
-gunicorn==20.1.0 ; python_version >= "3.10" and python_version < "3.12"
-html5lib==1.1 ; python_version >= "3.10" and python_version < "3.12"
-idna==3.6 ; python_version >= "3.10" and python_version < "3.12"
-joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.12"
-kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.12"
-lmfit==1.2.2 ; python_version >= "3.10" and python_version < "3.12"
-lxml==5.1.0 ; python_version >= "3.10" and python_version < "3.12"
-matplotlib==3.8.2 ; python_version >= "3.10" and python_version < "3.12"
-numpy==1.26.3 ; python_version >= "3.10" and python_version < "3.12"
-oscrypto==1.3.0 ; python_version >= "3.10" and python_version < "3.12"
-packaging==23.2 ; python_version >= "3.10" and python_version < "3.12"
-pandas==1.5.3 ; python_version >= "3.10" and python_version < "3.12"
-pillow==10.2.0 ; python_version >= "3.10" and python_version < "3.12"
-pip==23.3.2 ; python_version >= "3.10" and python_version < "3.12"
-pycparser==2.21 ; python_version >= "3.10" and python_version < "3.12" and platform_python_implementation != "PyPy"
-pyhanko-certvalidator==0.26.3 ; python_version >= "3.10" and python_version < "3.12"
-pyhanko==0.21.0 ; python_version >= "3.10" and python_version < "3.12"
-pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.12"
-pypdf2==3.0.1 ; python_version >= "3.10" and python_version < "3.12"
-pypdf==4.0.0 ; python_version >= "3.10" and python_version < "3.12"
-pypng==0.20220715.0 ; python_version >= "3.10" and python_version < "3.12"
-python-bidi==0.4.2 ; python_version >= "3.10" and python_version < "3.12"
-python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.12"
-pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.12"
-pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.12"
-qrcode==7.4.2 ; python_version >= "3.10" and python_version < "3.12"
-reportlab==4.0.9 ; python_version >= "3.10" and python_version < "3.12"
-requests==2.31.0 ; python_version >= "3.10" and python_version < "3.12"
-scikit-learn==1.4.0 ; python_version >= "3.10" and python_version < "3.12"
-scipy==1.12.0 ; python_version >= "3.10" and python_version < "3.12"
-setuptools==69.0.3 ; python_version >= "3.10" and python_version < "3.12"
-six==1.16.0 ; python_version >= "3.10" and python_version < "3.12"
-sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.12"
-svglib==1.5.1 ; python_version >= "3.10" and python_version < "3.12"
-threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.12"
-tinycss2==1.2.1 ; python_version >= "3.10" and python_version < "3.12"
-typing-extensions==4.9.0 ; python_version >= "3.10" and python_version < "3.12"
-tzdata==2023.4 ; python_version >= "3.10" and python_version < "3.12" and (sys_platform == "win32" or platform_system == "Windows")
-tzlocal==5.2 ; python_version >= "3.10" and python_version < "3.12"
-uncertainties==3.1.7 ; python_version >= "3.10" and python_version < "3.12"
-uritools==4.0.2 ; python_version >= "3.10" and python_version < "3.12"
-urllib3==2.1.0 ; python_version >= "3.10" and python_version < "3.12"
-webencodings==0.5.1 ; python_version >= "3.10" and python_version < "3.12"
-xhtml2pdf==0.2.14 ; python_version >= "3.10" and python_version < "3.12"
+arabic-reshaper==3.0.0 ; python_version >= "3.12" and python_version < "3.13"
+asgiref==3.7.2 ; python_version >= "3.12" and python_version < "3.13"
+asn1crypto==1.5.1 ; python_version >= "3.12" and python_version < "3.13"
+asteval==0.9.32 ; python_version >= "3.12" and python_version < "3.13"
+certifi==2024.2.2 ; python_version >= "3.12" and python_version < "3.13"
+cffi==1.16.0 ; python_version >= "3.12" and python_version < "3.13" and platform_python_implementation != "PyPy"
+chardet==5.2.0 ; python_version >= "3.12" and python_version < "3.13"
+charset-normalizer==3.3.2 ; python_version >= "3.12" and python_version < "3.13"
+click==8.1.7 ; python_version >= "3.12" and python_version < "3.13"
+colorama==0.4.6 ; python_version >= "3.12" and python_version < "3.13" and platform_system == "Windows"
+contourpy==1.2.0 ; python_version >= "3.12" and python_version < "3.13"
+cryptography==42.0.5 ; python_version >= "3.12" and python_version < "3.13"
+cssselect2==0.7.0 ; python_version >= "3.12" and python_version < "3.13"
+cycler==0.12.1 ; python_version >= "3.12" and python_version < "3.13"
+django==4.2.11 ; python_version >= "3.12" and python_version < "3.13"
+fonttools==4.49.0 ; python_version >= "3.12" and python_version < "3.13"
+future==1.0.0 ; python_version >= "3.12" and python_version < "3.13"
+gunicorn==20.1.0 ; python_version >= "3.12" and python_version < "3.13"
+html5lib==1.1 ; python_version >= "3.12" and python_version < "3.13"
+idna==3.6 ; python_version >= "3.12" and python_version < "3.13"
+joblib==1.3.2 ; python_version >= "3.12" and python_version < "3.13"
+kiwisolver==1.4.5 ; python_version >= "3.12" and python_version < "3.13"
+lmfit==1.2.2 ; python_version >= "3.12" and python_version < "3.13"
+lxml==5.1.0 ; python_version >= "3.12" and python_version < "3.13"
+matplotlib==3.8.3 ; python_version >= "3.12" and python_version < "3.13"
+numpy==1.26.4 ; python_version >= "3.12" and python_version < "3.13"
+oscrypto==1.3.0 ; python_version >= "3.12" and python_version < "3.13"
+packaging==24.0 ; python_version >= "3.12" and python_version < "3.13"
+pandas==2.2.1 ; python_version >= "3.12" and python_version < "3.13"
+pillow==10.2.0 ; python_version >= "3.12" and python_version < "3.13"
+pip==23.3.2 ; python_version >= "3.12" and python_version < "3.13"
+pycparser==2.21 ; python_version >= "3.12" and python_version < "3.13" and platform_python_implementation != "PyPy"
+pyhanko-certvalidator==0.26.3 ; python_version >= "3.12" and python_version < "3.13"
+pyhanko==0.23.1 ; python_version >= "3.12" and python_version < "3.13"
+pyparsing==3.1.2 ; python_version >= "3.12" and python_version < "3.13"
+pypdf2==3.0.1 ; python_version >= "3.12" and python_version < "3.13"
+pypdf==4.1.0 ; python_version >= "3.12" and python_version < "3.13"
+pypng==0.20220715.0 ; python_version >= "3.12" and python_version < "3.13"
+python-bidi==0.4.2 ; python_version >= "3.12" and python_version < "3.13"
+python-dateutil==2.9.0.post0 ; python_version >= "3.12" and python_version < "3.13"
+pytz==2024.1 ; python_version >= "3.12" and python_version < "3.13"
+pyyaml==6.0.1 ; python_version >= "3.12" and python_version < "3.13"
+qrcode==7.4.2 ; python_version >= "3.12" and python_version < "3.13"
+reportlab==4.0.9 ; python_version >= "3.12" and python_version < "3.13"
+requests==2.31.0 ; python_version >= "3.12" and python_version < "3.13"
+scikit-learn==1.4.1.post1 ; python_version >= "3.12" and python_version < "3.13"
+scipy==1.12.0 ; python_version >= "3.12" and python_version < "3.13"
+setuptools==69.2.0 ; python_version >= "3.12" and python_version < "3.13"
+six==1.16.0 ; python_version >= "3.12" and python_version < "3.13"
+sqlparse==0.4.4 ; python_version >= "3.12" and python_version < "3.13"
+svglib==1.5.1 ; python_version >= "3.12" and python_version < "3.13"
+threadpoolctl==3.3.0 ; python_version >= "3.12" and python_version < "3.13"
+tinycss2==1.2.1 ; python_version >= "3.12" and python_version < "3.13"
+typing-extensions==4.10.0 ; python_version >= "3.12" and python_version < "3.13"
+tzdata==2024.1 ; python_version >= "3.12" and python_version < "3.13"
+tzlocal==5.2 ; python_version >= "3.12" and python_version < "3.13"
+uncertainties==3.1.7 ; python_version >= "3.12" and python_version < "3.13"
+uritools==4.0.2 ; python_version >= "3.12" and python_version < "3.13"
+urllib3==2.2.1 ; python_version >= "3.12" and python_version < "3.13"
+webencodings==0.5.1 ; python_version >= "3.12" and python_version < "3.13"
+xhtml2pdf==0.2.15 ; python_version >= "3.12" and python_version < "3.13"
diff --git a/frontend/requirements_dev.txt b/frontend/requirements_dev.txt
deleted file mode 100644
index e69de29..0000000