diff --git a/backend/.gitattributes b/.gitattributes
similarity index 100%
rename from backend/.gitattributes
rename to .gitattributes
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..fb3bccbf
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,15 @@
+backend/.vercel
+backend/.env
+backend/node_modules
+backend/*.lock
+backend/coverage
+backend/benchmarks
+backend/vercel_token
+frontend/frontend/.env
+
+# IDE
+.idea/
+.vscode/*
+!.vscode/extensions.json
+!.vscode/settings.json
+*.code-workspace
diff --git a/backend/.gitignore b/backend/.gitignore
deleted file mode 100644
index b1d9a017..00000000
--- a/backend/.gitignore
+++ /dev/null
@@ -1,16 +0,0 @@
-.vercel
-.env
-node_modules
-*.lock
-.idea/
-coverage
-benchmarks
-vercel_token
-
-# IDE
-.vscode/*
-!.vscode/extensions.json
-!.vscode/settings.json
-*.code-workspace
-
-.vercel
diff --git a/backend/vercel.json b/backend/vercel.json
index 6df00e01..1b206ef7 100644
--- a/backend/vercel.json
+++ b/backend/vercel.json
@@ -11,6 +11,5 @@
       "source": "/frontend/:match*",
       "destination": "https://monorepo-test-frontend-neon.vercel.app/:match*"
     }
-  ],
-  "relatedProjects": ["prj_emQEOHSrnlodZCgZ1kyzVsiiGSQm"]
+  ]
 }
\ No newline at end of file
diff --git a/frontend/.gitattributes b/frontend/.gitattributes
deleted file mode 100644
index dfe07704..00000000
--- a/frontend/.gitattributes
+++ /dev/null
@@ -1,2 +0,0 @@
-# Auto detect text files and perform LF normalization
-* text=auto
diff --git a/frontend/.github/workflows/backend.yaml b/frontend/.github/workflows/backend.yaml
deleted file mode 100644
index 6c6160cd..00000000
--- a/frontend/.github/workflows/backend.yaml
+++ /dev/null
@@ -1,39 +0,0 @@
-name: CI-Backend
-
-on:
-  push:
-    branches: [main]
-  pull_request:
-    branches: [main]
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python 3.11
-        uses: actions/setup-python@v2
-        with:
-          python-version: 3.11
-      - name: Install dependencies
-        run: |
-          cd backend
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-      - name: Test with unittest
-        run: |
-          cd backend
-          python -m unittest
-        env:
-          AUTH_TOKEN: ${{ secrets.AUTH_TOKEN }}
-          MONGODB_PASSWORD: ${{ secrets.MONGODB_PASSWORD }}
-      - name: Upload coverage to Coveralls
-        run: |
-          cd backend
-          coverage run --source=src -m unittest
-          coveralls
-        env:
-          AUTH_TOKEN: ${{ secrets.AUTH_TOKEN }}
-          COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
-          MONGODB_PASSWORD: ${{ secrets.MONGODB_PASSWORD }}
diff --git a/frontend/.gitignore b/frontend/.gitignore
deleted file mode 100644
index 0b4ea1b1..00000000
--- a/frontend/.gitignore
+++ /dev/null
@@ -1,12 +0,0 @@
-*.pyc
-__pycache__
-
-.vscode
-
-backend/.env
-backend/.venv
-backend/.coverage
-backend/gcloud_key.json
-
-frontend/.env
-.DS_Store
diff --git a/frontend/backend/.coveragerc b/frontend/backend/.coveragerc
deleted file mode 100644
index 51eca306..00000000
--- a/frontend/backend/.coveragerc
+++ /dev/null
@@ -1,15 +0,0 @@
-[run]
-source = src
-
-omit =
-    ./.venv/*
-    ./tests/*
-    ./models/*
-    */__init__.py
-
-[report]
-omit =
-    ./.venv/*
-    ./tests/*
-    ./models/*
-    */__init__.py
\ No newline at end of file
diff --git a/frontend/backend/.env-template b/frontend/backend/.env-template
deleted file mode 100644
index 38281c92..00000000
--- a/frontend/backend/.env-template
+++ /dev/null
@@ -1,14 +0,0 @@
-AUTH_TOKEN=abc123
-COVERALLS_REPO_TOKEN=abc123
-
-PROD_OAUTH_CLIENT_ID=abc123
-PROD_OAUTH_CLIENT_SECRET=abc123
-PROD_OAUTH_REDIRECT_URI=abc123
-
-DEV_OAUTH_CLIENT_ID=abc123
-DEV_OAUTH_CLIENT_SECRET=abc123
-DEV_OAUTH_REDIRECT_URI=abc123
-
-GOOGLE_APPLICATION_CREDENTIALS=abc123
-
-MONGODB_PASSWORD=abc123
diff --git a/frontend/backend/.flake8 b/frontend/backend/.flake8
deleted file mode 100644
index b685fd68..00000000
--- a/frontend/backend/.flake8
+++ /dev/null
@@ -1,5 +0,0 @@
-[flake8]
-max-line-length = 88
-max-complexity = 100
-select = B,C,E,F,W,T
-ignore = E203, W503, E501
\ No newline at end of file
diff --git a/frontend/backend/.gcloudignore b/frontend/backend/.gcloudignore
deleted file mode 100644
index 7eab7ca8..00000000
--- a/frontend/backend/.gcloudignore
+++ /dev/null
@@ -1,34 +0,0 @@
-# This file specifies files that are *not* uploaded to Google Cloud Platform
-# using gcloud. It follows the same syntax as .gitignore, with the addition of
-# "#!include" directives (which insert the entries of the given .gitignore-style
-# file at that point).
-#
-# For more information, run:
-#   $ gcloud topic gcloudignore
-#
-.gcloudignore
-# If you would like to upload your .git directory, .gitignore file or files
-# from your .gitignore file, remove the corresponding line
-# below:
-.git
-.gitignore
-
-# Python pycache:
-__pycache__/
-.venv
-.coverage
-.coveragerc
-.flake8
-poetry.lock
-pyproject.toml
-README.md
-
-# Ignored by the build system
-/setup.cfg
-
-# remove irrelevant files/folders
-deploy
-tests
-.env-template
-.pre-commit-config.yaml
-gcloud_key.json
\ No newline at end of file
diff --git a/frontend/backend/.pre-commit-config.yaml b/frontend/backend/.pre-commit-config.yaml
deleted file mode 100644
index 74a849ac..00000000
--- a/frontend/backend/.pre-commit-config.yaml
+++ /dev/null
@@ -1,11 +0,0 @@
-repos:
-  - repo: https://github.com/ambv/black
-    rev: 21.10b0
-    hooks:
-      - id: black
-        language_version: python3.11
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v2.3.0
-    hooks:
-      - id: flake8
-        args: [--config=./backend/.flake8]
diff --git a/frontend/backend/README.md b/frontend/backend/README.md
deleted file mode 100644
index 532cf057..00000000
--- a/frontend/backend/README.md
+++ /dev/null
@@ -1,38 +0,0 @@
-# Backend
-
-## Installation
-
-```
-poetry install
-poetry run pre-commit install
-```
-
-## Run Locally
-
-Navigate to localhost:8000
-
-```
-yarn start
-```
-
-## Test with Code Coverage
-
-```
-yarn test
-```
-
-View coverage with GitHub badge or on coveralls.io
-
-## Build
-
-If a new requirement has been added, make sure to update the requirements.txt
-
-```
-yarn set-reqs
-```
-
-Then, just commit on the main branch (Google Cloud Run takes care of the rest)
-
-## Adding a Secret
-
-Update cloudbuild.yaml, .env, .env-template, and GCP Cloud Run Trigger Substitution Variables.
diff --git a/frontend/backend/deploy/app.yaml b/frontend/backend/deploy/app.yaml
deleted file mode 100644
index fef26e47..00000000
--- a/frontend/backend/deploy/app.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-service: default
-runtime: python311
-entrypoint: gunicorn -w 2 -k uvicorn.workers.UvicornWorker src.main:app
-
-#smallest instance class
-instance_class: F1
-
-#prevents creating additional instances
-automatic_scaling:
-  min_instances: 0
-  max_instances: 1
-
-env_variables:
-  PROD: true
diff --git a/frontend/backend/deploy/cloudbuild.yaml b/frontend/backend/deploy/cloudbuild.yaml
deleted file mode 100644
index 15e244cf..00000000
--- a/frontend/backend/deploy/cloudbuild.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-steps:
-  - name: node:10.15.1
-    entrypoint: npm
-    args: ["install"]
-    dir: "backend"
-  - name: node:10.15.1
-    entrypoint: npm
-    args: ["run", "create-env"]
-    dir: "backend"
-    env:
-      - "DEV_OAUTH_CLIENT_ID=${_DEV_OAUTH_CLIENT_ID}"
-      - "DEV_OAUTH_CLIENT_SECRET=${_DEV_OAUTH_CLIENT_SECRET}"
-      - "DEV_OAUTH_REDIRECT_URI=${_DEV_OAUTH_REDIRECT_URI}"
-      - "PROD_OAUTH_CLIENT_ID=${_PROD_OAUTH_CLIENT_ID}"
-      - "PROD_OAUTH_CLIENT_SECRET=${_PROD_OAUTH_CLIENT_SECRET}"
-      - "PROD_OAUTH_REDIRECT_URI=${_PROD_OAUTH_REDIRECT_URI}"
-      - "MONGODB_PASSWORD=${_MONGODB_PASSWORD}"
-      - "SENTRY_DSN=${_SENTRY_DSN}"
-  - name: "gcr.io/cloud-builders/gcloud"
-    args: ["app", "deploy", "--appyaml", "./deploy/app.yaml"]
-    dir: "backend"
diff --git a/frontend/backend/deploy/dispatch.yaml b/frontend/backend/deploy/dispatch.yaml
deleted file mode 100644
index c4dc2328..00000000
--- a/frontend/backend/deploy/dispatch.yaml
+++ /dev/null
@@ -1,3 +0,0 @@
-dispatch:
-  - url: "*/.*"
-    service: default
diff --git a/frontend/backend/package.json b/frontend/backend/package.json
deleted file mode 100644
index b7d72d71..00000000
--- a/frontend/backend/package.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "github-trends",
-  "version": "0.0.1",
-  "private": true,
-  "scripts": {
-    "gen-lang-map": "poetry run python src/data/github/language_map.py",
-    "start": "poetry run uvicorn src.main:app --reload --port=8000",
-    "set-reqs": "poetry lock && poetry export -f requirements.txt --output requirements.txt --without-hashes",
-    "create-env": "printenv > .env",
-    "test": "poetry run coverage run --source=src -m unittest -v && poetry run coverage report",
-    "isort": "poetry run isort . --src-path=./src --multi-line=3 --trailing-comma --line-length=88 --combine-as --ensure-newline-before-comments"
-  }
-}
diff --git a/frontend/backend/poetry.lock b/frontend/backend/poetry.lock
deleted file mode 100644
index 46c60268..00000000
--- a/frontend/backend/poetry.lock
+++ /dev/null
@@ -1,1673 +0,0 @@
-# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
-
-[[package]]
-name = "aiofiles"
-version = "23.2.1"
-description = "File support for asyncio."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
-    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
-]
-
-[[package]]
-name = "aiounittest"
-version = "1.4.2"
-description = "Test asyncio code more easily."
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "aiounittest-1.4.2-py3-none-any.whl", hash = "sha256:11634918fbbf09b954d97c74d857835750d025d1cafb675391d0099b8d83665a"},
-    {file = "aiounittest-1.4.2.tar.gz", hash = "sha256:1478ec8013c70046569cdc76d541083ca7da362e6513cf29c7ecb51330229bdb"},
-]
-
-[package.dependencies]
-wrapt = "*"
-
-[[package]]
-name = "annotated-types"
-version = "0.6.0"
-description = "Reusable constraint types to use with typing.Annotated"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
-    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
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-
-[[package]]
-name = "anyio"
-version = "3.7.1"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
-]
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
-
-[[package]]
-name = "black"
-version = "23.11.0"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "black-23.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dbea0bb8575c6b6303cc65017b46351dc5953eea5c0a59d7b7e3a2d2f433a911"},
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-[package.dependencies]
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-mypy-extensions = ">=0.4.3"
-packaging = ">=22.0"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
-
-[[package]]
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-optional = false
-python-versions = ">=3.6"
-files = [
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-[[package]]
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-    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
-    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
-    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
-    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
-    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
-    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
-]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.11"
-content-hash = "f195a0e14ec30b2323f58379c62a3c727862443ddf4b0f741d93f94ef621498b"
diff --git a/frontend/backend/pyproject.toml b/frontend/backend/pyproject.toml
deleted file mode 100644
index 37ee2130..00000000
--- a/frontend/backend/pyproject.toml
+++ /dev/null
@@ -1,36 +0,0 @@
-[tool.poetry]
-name = "github-trends"
-version = "0.1.0"
-description = ""
-authors = ["Abhijit Gupta <avgupta456@gmail.com>"]
-license = "MIT"
-
-[tool.poetry.dependencies]
-python = "^3.11"
-fastapi = "^0.104.1"
-uvicorn = {extras = ["standard"], version = "^0.24.0.post1"}
-requests = "^2.31.0"
-python-dotenv = "^1.0.0"
-motor = "^3.3.1"
-aiofiles = "^23.2.1"
-aiounittest = "^1.4.2"
-coveralls = "^3.3.1"
-grpcio = "^1.59.2"
-gunicorn = "^21.2.0"
-pymongo = {extras = ["srv"], version = "^4.6.0"}
-pytz = "^2023.3.post1"
-sentry-sdk = "^1.34.0"
-svgwrite = "^1.4.3"
-
-[tool.poetry.dev-dependencies]
-
-[tool.poetry.group.dev.dependencies]
-black = "^23.11.0"
-flake8 = "^6.1.0"
-isort = "^5.12.0"
-pre-commit = "^3.5.0"
-pyinstrument = "^4.6.1"
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
diff --git a/frontend/backend/requirements.txt b/frontend/backend/requirements.txt
deleted file mode 100644
index 3154fc20..00000000
--- a/frontend/backend/requirements.txt
+++ /dev/null
@@ -1,39 +0,0 @@
-aiofiles==23.2.1
-aiounittest==1.4.2
-annotated-types==0.6.0
-anyio==3.7.1
-certifi==2023.11.17
-charset-normalizer==3.3.2
-click==8.1.7
-colorama==0.4.6
-coverage==6.5.0
-coveralls==3.3.1
-dnspython==2.4.2
-docopt==0.6.2
-fastapi==0.104.1
-grpcio==1.59.3
-gunicorn==21.2.0
-h11==0.14.0
-httptools==0.6.1
-idna==3.4
-motor==3.3.2
-packaging==23.2
-pydantic-core==2.14.5
-pydantic==2.5.2
-pymongo==4.6.0
-pymongo[srv]==4.6.0
-python-dotenv==1.0.0
-pytz==2023.3.post1
-pyyaml==6.0.1
-requests==2.31.0
-sentry-sdk==1.36.0
-sniffio==1.3.0
-starlette==0.27.0
-svgwrite==1.4.3
-typing-extensions==4.8.0
-urllib3==2.1.0
-uvicorn[standard]==0.24.0.post1
-uvloop==0.19.0
-watchfiles==0.21.0
-websockets==12.0
-wrapt==1.16.0
diff --git a/frontend/backend/scripts/__init__.py b/frontend/backend/scripts/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/scripts/delete_old_data.py b/frontend/backend/scripts/delete_old_data.py
deleted file mode 100644
index fcab4171..00000000
--- a/frontend/backend/scripts/delete_old_data.py
+++ /dev/null
@@ -1,64 +0,0 @@
-import asyncio
-import os
-import sys
-from datetime import datetime
-from typing import Any
-
-from dotenv import find_dotenv, load_dotenv
-
-load_dotenv(find_dotenv())
-
-# Add the parent directory to the Python path
-sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
-
-# flake8: noqa E402
-
-from src.constants import API_VERSION
-from src.data.mongo.main import USER_MONTHS
-
-
-def get_filters(cutoff_date: datetime) -> Any:
-    return {
-        "$or": [
-            {"month": {"$lte": cutoff_date}},
-            {"version": {"$ne": API_VERSION}},
-        ],
-    }
-
-
-async def count_old_rows(cutoff_date: datetime) -> int:
-    filters = get_filters(cutoff_date)
-    num_rows = len(await USER_MONTHS.find(filters).to_list(length=None))  # type: ignore
-    return num_rows
-
-
-async def delete_old_rows(cutoff_date: datetime):
-    filters = get_filters(cutoff_date)
-    result = await USER_MONTHS.delete_many(filters)
-    print(f"Deleted {result.deleted_count} rows")
-
-
-async def main():
-    # Replace 'your_date_field' with the actual name of your date field
-    cutoff_date = datetime(2024, 12, 31)
-
-    count = await count_old_rows(cutoff_date)
-    if count == 0:
-        print("No rows to delete.")
-        return
-
-    print(f"Found {count} rows to delete.")
-    print()
-
-    confirmation = input("Are you sure you want to delete these rows? (yes/no): ")
-    if confirmation.lower() != "yes":
-        print("Operation canceled.")
-        return
-
-    print()
-    await delete_old_rows(cutoff_date)
-
-
-if __name__ == "__main__":
-    loop = asyncio.get_event_loop()
-    loop.run_until_complete(main())
diff --git a/frontend/backend/scripts/local.py b/frontend/backend/scripts/local.py
deleted file mode 100644
index 38665478..00000000
--- a/frontend/backend/scripts/local.py
+++ /dev/null
@@ -1,104 +0,0 @@
-import argparse
-import asyncio
-import json
-import os
-import sys
-from datetime import datetime
-
-# Add the parent directory to the Python path
-sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
-os.environ["LOCAL"] = "True"
-
-# flake8: noqa E402
-
-from src.aggregation.layer0 import get_user_data
-from src.processing.user import get_top_languages, get_top_repos
-from src.processing.wrapped.package import get_wrapped_data
-
-
-def parse_args():
-    parser = argparse.ArgumentParser(description="GitHub Trends Script")
-
-    parser.add_argument("--user_id", required=True, help="GitHub user ID", type=str)
-    parser.add_argument(
-        "--access_token", required=True, help="GitHub access token", type=str
-    )
-    parser.add_argument(
-        "--start_date",
-        default="2023-01-01",
-        help="Start date in YYYY-MM-DD format",
-        type=str,
-    )
-    parser.add_argument(
-        "--end_date",
-        default="2023-01-31",
-        help="End date in YYYY-MM-DD format",
-        type=str,
-    )
-    parser.add_argument(
-        "--timezone", default="America/New_York", help="Timezone", type=str
-    )
-    parser.add_argument(
-        "--output_dir", default="./", help="Output directory path", type=str
-    )
-
-    return parser.parse_args()
-
-
-async def main():
-    args = parse_args()
-
-    start_date = datetime.strptime(args.start_date, "%Y-%m-%d")
-    end_date = datetime.strptime(args.end_date, "%Y-%m-%d")
-
-    print("Local script running...")
-    print("User ID:", args.user_id)
-    print("Access token:", args.access_token)
-    print("Start date:", start_date)
-    print("End date:", end_date)
-    print("Timezone:", args.timezone)
-    print("Output directory:", args.output_dir)
-    print()
-
-    raw_output = await get_user_data(
-        args.user_id, start_date, end_date, args.timezone, args.access_token
-    )
-
-    with open(os.path.join(args.output_dir, "raw.json"), "w") as f:
-        f.write(raw_output.model_dump_json(indent=2))
-
-    langs_output = get_top_languages(
-        raw_output, loc_metric="changed", include_private=True
-    )
-
-    langs_output = (
-        [json.loads(x.model_dump_json()) for x in langs_output[0]],
-        langs_output[1],
-    )
-
-    repos_output = get_top_repos(
-        raw_output, loc_metric="changed", include_private=True, group="none"
-    )
-
-    repos_output = (
-        [json.loads(x.model_dump_json()) for x in repos_output[0]],
-        repos_output[1],
-    )
-
-    with open(os.path.join(args.output_dir, "langs.json"), "w") as f:
-        f.write(json.dumps(langs_output, indent=2))
-
-    with open(os.path.join(args.output_dir, "repos.json"), "w") as f:
-        f.write(json.dumps(repos_output, indent=2))
-
-    wrapped_user = get_wrapped_data(raw_output, 2023)
-
-    with open(os.path.join(args.output_dir, "wrapped.json"), "w") as f:
-        f.write(wrapped_user.model_dump_json(indent=2))
-
-    print("Wrote output to", args.output_dir)
-
-
-if __name__ == "__main__":
-    loop = asyncio.get_event_loop()
-    loop.run_until_complete(main())
diff --git a/frontend/backend/src/__init__.py b/frontend/backend/src/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/aggregation/layer0/__init__.py b/frontend/backend/src/aggregation/layer0/__init__.py
deleted file mode 100644
index 9a4ac758..00000000
--- a/frontend/backend/src/aggregation/layer0/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from src.aggregation.layer0.package import get_user_data
-
-__all__ = ["get_user_data"]
diff --git a/frontend/backend/src/aggregation/layer0/contributions.py b/frontend/backend/src/aggregation/layer0/contributions.py
deleted file mode 100644
index 9514a9aa..00000000
--- a/frontend/backend/src/aggregation/layer0/contributions.py
+++ /dev/null
@@ -1,498 +0,0 @@
-from collections import defaultdict
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Tuple, Union
-
-import pytz
-
-from src.aggregation.layer0.languages import CommitLanguages, get_commit_languages
-from src.constants import (
-    GRAPHQL_NODE_CHUNK_SIZE,
-    GRAPHQL_NODE_THREADS,
-    NODE_QUERIES,
-    PR_FILES,
-    REST_NODE_THREADS,
-)
-from src.data.github.graphql import (
-    RawCalendar,
-    RawCommit as GraphQLRawCommit,
-    RawEventsCommit,
-    RawEventsEvent,
-    RawRepo,
-    get_commits,
-    get_repo,
-    get_user_contribution_calendar,
-    get_user_contribution_events,
-)
-from src.data.github.rest import (
-    RawCommit as RESTRawCommit,
-    RawCommitFile,
-    get_commit_files,
-    get_repo_commits,
-)
-from src.models import UserContributions
-from src.utils import date_to_datetime, gather
-
-
-class ContribsList:
-    def __init__(self):
-        self.commits: List[RawEventsCommit] = []
-        self.issues: List[RawEventsEvent] = []
-        self.prs: List[RawEventsEvent] = []
-        self.reviews: List[RawEventsEvent] = []
-        self.repos: List[RawEventsEvent] = []
-
-    def add(self, label: str, event: Union[RawEventsCommit, RawEventsEvent]):
-        if label == "commit" and isinstance(event, RawEventsCommit):
-            self.commits.append(event)
-        elif label == "issue" and isinstance(event, RawEventsEvent):
-            self.issues.append(event)
-        elif label == "pr" and isinstance(event, RawEventsEvent):
-            self.prs.append(event)
-        elif label == "review" and isinstance(event, RawEventsEvent):
-            self.reviews.append(event)
-        elif label == "repo" and isinstance(event, RawEventsEvent):
-            self.repos.append(event)
-
-
-def get_user_all_contribution_events(
-    user_id: str,
-    start_date: datetime,
-    end_date: datetime,
-    access_token: Optional[str] = None,
-) -> Dict[str, ContribsList]:
-    repo_contribs: Dict[str, ContribsList] = defaultdict(lambda: ContribsList())
-    after: Optional[str] = ""
-    cont = True
-    while cont:
-        after_str = after if isinstance(after, str) else ""
-        response = get_user_contribution_events(
-            user_id=user_id,
-            start_date=start_date,
-            end_date=end_date,
-            after=after_str,
-            access_token=access_token,
-        )
-
-        cont = False
-        node_lists = [
-            ("commit", response.commit_contribs_by_repo),
-            ("issue", response.issue_contribs_by_repo),
-            ("pr", response.pr_contribs_by_repo),
-            ("review", response.review_contribs_by_repo),
-        ]
-        for event_type, event_list in node_lists:
-            for repo in event_list:
-                name = repo.repo.name
-                for event in repo.contribs.nodes:
-                    repo_contribs[name].add(event_type, event)
-                if repo.contribs.page_info.has_next_page:
-                    after = repo.contribs.page_info.end_cursor
-                    cont = True
-
-        for repo in response.repo_contribs.nodes:
-            name = repo.repo.name
-            node = RawEventsEvent(occurredAt=repo.occurred_at)
-            repo_contribs[name].add("repo", node)
-
-    return repo_contribs
-
-
-def get_all_commit_info(
-    user_id: str,
-    name_with_owner: str,
-    start_date: datetime,
-    end_date: datetime,
-    access_token: Optional[str] = None,
-) -> List[RESTRawCommit]:
-    owner, repo = name_with_owner.split("/")
-    data: List[RESTRawCommit] = []
-    for i in range(10):
-        if len(data) == 100 * i:
-            new_data = get_repo_commits(
-                owner, repo, user_id, start_date, end_date, i + 1, access_token
-            )
-            data.extend(new_data)
-
-    # sort ascending
-    return sorted(data, key=lambda x: x.timestamp)
-
-
-async def get_all_commit_languages(
-    commit_infos: List[List[RESTRawCommit]],
-    repos: List[str],
-    repo_infos: Dict[str, RawRepo],
-    access_token: Optional[str] = None,
-    catch_errors: bool = False,
-) -> Tuple[Dict[str, List[datetime]], Dict[str, List[CommitLanguages]]]:
-    commit_node_ids = [[x.node_id for x in repo] for repo in commit_infos]
-    commit_times = [[x.timestamp for x in repo] for repo in commit_infos]
-
-    id_mapping: Dict[str, Tuple[int, int]] = {}
-    repo_mapping: Dict[str, str] = {}
-    all_node_ids: List[str] = []
-    for i, repo_node_ids in enumerate(commit_node_ids):
-        for j, node_id in enumerate(repo_node_ids):
-            id_mapping[node_id] = (i, j)
-            repo_mapping[node_id] = repos[i]
-            all_node_ids.append(node_id)
-
-    node_id_chunks: List[List[str]] = [
-        all_node_ids[i : min(len(all_node_ids), i + GRAPHQL_NODE_CHUNK_SIZE)]
-        for i in range(0, len(all_node_ids), GRAPHQL_NODE_CHUNK_SIZE)
-    ]
-
-    commit_language_chunks: List[List[Optional[GraphQLRawCommit]]] = await gather(
-        funcs=[get_commits for _ in node_id_chunks],
-        args_dicts=[
-            {
-                "node_ids": node_id_chunk,
-                "access_token": access_token,
-                "catch_errors": catch_errors,
-            }
-            for node_id_chunk in node_id_chunks
-        ],
-        max_threads=GRAPHQL_NODE_THREADS,
-    )
-
-    temp_commit_languages: List[Optional[GraphQLRawCommit]] = []
-    for commit_language_chunk in commit_language_chunks:
-        temp_commit_languages.extend(commit_language_chunk)
-
-    # returns commits with no associated PR or incomplete PR
-    filtered_commits: List[GraphQLRawCommit] = filter(
-        lambda x: x is not None
-        and (len(x.prs.nodes) == 0 or x.prs.nodes[0].changed_files > PR_FILES)
-        and (x.additions + x.deletions > 100),
-        temp_commit_languages,
-    )  # type: ignore
-
-    # get NODE_QUERIES largest commits with no associated PR or incomplete PR
-    sorted_commits = sorted(
-        filtered_commits, key=lambda x: x.additions + x.deletions, reverse=True
-    )[:NODE_QUERIES]
-
-    sorted_commit_urls = [commit.url.split("/") for commit in sorted_commits]
-    commit_files: List[List[RawCommitFile]] = await gather(
-        funcs=[get_commit_files for _ in sorted_commit_urls],
-        args_dicts=[
-            {
-                "owner": url[3],
-                "repo": url[4],
-                "sha": url[6],
-                "access_token": access_token,
-            }
-            for url in sorted_commit_urls
-        ],
-        max_threads=REST_NODE_THREADS,
-    )
-
-    commit_files_dict: Dict[str, List[RawCommitFile]] = {
-        commit.url: commit_file
-        for commit, commit_file in zip(sorted_commits, commit_files)
-    }
-
-    commit_languages: List[List[CommitLanguages]] = [
-        [CommitLanguages() for _ in repo] for repo in commit_infos
-    ]
-    for raw_commits, node_ids in zip(commit_language_chunks, node_id_chunks):
-        for raw_commit, node_id in zip(raw_commits, node_ids):
-            curr_commit_files: Optional[List[RawCommitFile]] = None
-            if raw_commit is not None and raw_commit.url in commit_files_dict:
-                curr_commit_files = commit_files_dict[raw_commit.url]
-            lang_breakdown = get_commit_languages(
-                raw_commit, curr_commit_files, repo_infos[repo_mapping[node_id]]
-            )
-            i, j = id_mapping[node_id]
-            commit_languages[i][j] = lang_breakdown
-
-    commit_times_dict: Dict[str, List[datetime]] = {}
-    commit_languages_dict: Dict[str, List[CommitLanguages]] = {}
-    for repo, times, languages in zip(repos, commit_times, commit_languages):
-        commit_times_dict[repo] = times
-        commit_languages_dict[repo] = languages
-
-    return commit_times_dict, commit_languages_dict
-
-
-async def get_cleaned_contributions(
-    user_id: str,
-    start_date: datetime,
-    end_date: datetime,
-    access_token: Optional[str],
-    catch_errors: bool = False,
-) -> Tuple[
-    RawCalendar,
-    Dict[str, ContribsList],
-    Dict[str, RawRepo],
-    Dict[str, List[datetime]],
-    Dict[str, List[CommitLanguages]],
-]:
-    calendar = get_user_contribution_calendar(
-        user_id, start_date, end_date, access_token
-    )
-    contrib_events = get_user_all_contribution_events(
-        user_id, start_date, end_date, access_token
-    )
-    repos: List[str] = list(set(contrib_events.keys()))
-
-    commit_infos: List[List[RESTRawCommit]] = await gather(
-        funcs=[get_all_commit_info for _ in repos],
-        args_dicts=[
-            {
-                "user_id": user_id,
-                "name_with_owner": repo,
-                "start_date": start_date,
-                "end_date": end_date,
-                "access_token": access_token,
-            }
-            for repo in repos
-        ],
-        max_threads=REST_NODE_THREADS,
-    )
-
-    _repo_infos: List[Optional[RawRepo]] = await gather(
-        funcs=[get_repo for _ in repos],
-        args_dicts=[
-            {
-                "owner": repo.split("/")[0],
-                "repo": repo.split("/")[1],
-                "access_token": access_token,
-                "catch_errors": catch_errors,
-            }
-            for repo in repos
-        ],
-        max_threads=REST_NODE_THREADS,
-    )
-
-    repo_infos = {k: v for k, v in zip(repos, _repo_infos) if v is not None}
-
-    commit_times_dict, commit_languages_dict = await get_all_commit_languages(
-        commit_infos,
-        repos,
-        repo_infos,
-        access_token,
-        catch_errors,
-    )
-
-    return (
-        calendar,
-        contrib_events,
-        repo_infos,
-        commit_times_dict,
-        commit_languages_dict,
-    )
-
-
-class StatsContainer:
-    def __init__(self):
-        self.contribs: int = 0
-        self.commits: int = 0
-        self.issues: int = 0
-        self.prs: int = 0
-        self.reviews: int = 0
-        self.repos: int = 0
-        self.other: int = 0
-        self.languages = CommitLanguages()
-
-    def add_stat(self, label: str, count: int, add: bool = False) -> None:
-        if label == "commit":
-            self.commits += count
-        elif label == "issue":
-            self.issues += count
-        elif label == "pr":
-            self.prs += count
-        elif label == "review":
-            self.reviews += count
-        elif label == "repo":
-            self.repos += count
-
-        if add:
-            self.contribs += count
-        else:
-            self.other -= count
-
-    def to_dict(self) -> Dict[str, Any]:
-        return {
-            "contribs_count": self.contribs,
-            "commits_count": self.commits,
-            "issues_count": self.issues,
-            "prs_count": self.prs,
-            "reviews_count": self.reviews,
-            "repos_count": self.repos,
-            "other_count": self.other,
-            "languages": self.languages.to_dict(),
-        }
-
-
-class ListsContainer:
-    def __init__(self):
-        self.commits: List[datetime] = []
-        self.issues: List[datetime] = []
-        self.prs: List[datetime] = []
-        self.reviews: List[datetime] = []
-        self.repos: List[datetime] = []
-
-    def add_list(self, label: str, times: List[datetime]) -> None:
-        if label == "commit":
-            self.commits.extend(times)
-        elif label == "issue":
-            self.issues.extend(times)
-        elif label == "pr":
-            self.prs.extend(times)
-        elif label == "review":
-            self.reviews.extend(times)
-        elif label == "repo":
-            self.repos.extend(times)
-
-    def to_dict(self) -> Dict[str, Any]:
-        return {
-            "commits": self.commits,
-            "issues": self.issues,
-            "prs": self.prs,
-            "reviews": self.reviews,
-            "repos": self.repos,
-        }
-
-
-class DateContainer:
-    def __init__(self):
-        self.date = ""
-        self.weekday = 0
-        self.stats = StatsContainer()
-        self.lists = ListsContainer()
-
-    def add_stat(
-        self, label: str, count: int, times: List[datetime], add: bool = False
-    ):
-        self.stats.add_stat(label, count, add)
-        self.lists.add_list(label, times)
-
-    def to_dict(self) -> Dict[str, Any]:
-        return {
-            "date": self.date,
-            "weekday": self.weekday,
-            "stats": self.stats.to_dict(),
-            "lists": self.lists.to_dict(),
-        }
-
-
-# assumed one month span, can be no more than one year
-async def get_contributions(
-    user_id: str,
-    start_date: date,
-    end_date: date,
-    timezone_str: str = "US/Eastern",
-    access_token: Optional[str] = None,
-    catch_errors: bool = False,
-) -> UserContributions:
-    tz = pytz.timezone(timezone_str)
-
-    start_month = date_to_datetime(start_date)
-    end_month = date_to_datetime(end_date, hour=23, minute=59, second=59)
-    (
-        calendar,
-        contrib_events,
-        repo_infos,
-        commit_times_dict,
-        commit_languages_dict,
-    ) = await get_cleaned_contributions(
-        user_id, start_month, end_month, access_token, catch_errors
-    )
-
-    total_stats = StatsContainer()
-    public_stats = StatsContainer()
-    total: Dict[str, DateContainer] = defaultdict(DateContainer)
-    public: Dict[str, DateContainer] = defaultdict(DateContainer)
-    repo_stats: Dict[str, StatsContainer] = defaultdict(StatsContainer)
-    repositories: Dict[str, Dict[str, DateContainer]] = defaultdict(
-        lambda: defaultdict(DateContainer)
-    )
-
-    for week in calendar.weeks:
-        for day in week.contribution_days:
-            day_str = str(day.date)
-            for obj, stats_obj in [(total, total_stats), (public, public_stats)]:
-                obj[day_str].date = day.date.isoformat()
-                obj[day_str].weekday = day.weekday
-                obj[day_str].stats.contribs = day.count
-                obj[day_str].stats.other = day.count
-                stats_obj.contribs += day.count
-                stats_obj.other += day.count
-
-    def update_stats(
-        date_str: str, repo: str, event: str, count: int, times: List[datetime]
-    ):
-        # update global counts for this event
-        total[date_str].add_stat(event, count, times)
-        total_stats.add_stat(event, count)
-        if not repo_infos[repo].is_private:
-            public[date_str].add_stat(event, count, times)
-            public_stats.add_stat(event, count)
-        repositories[repo][date_str].add_stat(event, count, times, add=True)
-        repo_stats[repo].add_stat(event, count, add=True)
-
-    def update_langs(date_str: str, repo: str, langs: CommitLanguages):
-        stores = [
-            total[date_str].stats.languages,
-            total_stats.languages,
-            repositories[repo][date_str].stats.languages,
-            repo_stats[repo].languages,
-        ]
-        if not repo_infos[repo].is_private:
-            stores.append(public[date_str].stats.languages)
-            stores.append(public_stats.languages)
-
-        for store in stores:
-            store += langs
-
-    for repo, repo_events in contrib_events.items():
-        for label, events in [
-            ("commit", repo_events.commits),
-            ("issue", repo_events.issues),
-            ("pr", repo_events.prs),
-            ("review", repo_events.reviews),
-            ("repo", repo_events.repos),
-        ]:
-            events = sorted(events, key=lambda x: x.occurred_at)
-            for event in events:
-                datetime_obj = event.occurred_at.astimezone(tz)
-                date_str = datetime_obj.date().isoformat()
-                repositories[repo][date_str].date = date_str
-                if isinstance(event, RawEventsCommit):
-                    count = 0
-                    commit_times: List[datetime] = []
-                    while len(commit_languages_dict[repo]) > 0 and count < event.count:
-                        commit_times.append(commit_times_dict[repo].pop(0))
-                        langs = commit_languages_dict[repo].pop(0)
-                        update_langs(date_str, repo, langs)
-                        count += 1
-                    update_stats(date_str, repo, "commit", event.count, commit_times)
-                else:
-                    update_stats(date_str, repo, label, 1, [datetime_obj])
-
-    total_stats_dict = total_stats.to_dict()
-    public_stats_dict = public_stats.to_dict()
-    repo_stats_dict = {name: stats.to_dict() for name, stats in repo_stats.items()}
-
-    for repo in repo_stats:
-        repo_stats_dict[repo]["private"] = repo_infos[repo].is_private
-
-    total_list = [v.to_dict() for v in total.values() if v.stats.contribs > 0]
-    public_list = [v.to_dict() for v in public.values() if v.stats.contribs > 0]
-    repositories_list = {
-        name: [v.to_dict() for v in repo.values()]
-        for name, repo in repositories.items()
-    }
-
-    output = UserContributions.model_validate(
-        {
-            "total_stats": total_stats_dict,
-            "public_stats": public_stats_dict,
-            "total": total_list,
-            "public": public_list,
-            "repo_stats": repo_stats_dict,
-            "repos": repositories_list,
-        }
-    )
-
-    return output
diff --git a/frontend/backend/src/aggregation/layer0/follows.py b/frontend/backend/src/aggregation/layer0/follows.py
deleted file mode 100644
index 77dbe345..00000000
--- a/frontend/backend/src/aggregation/layer0/follows.py
+++ /dev/null
@@ -1,39 +0,0 @@
-from typing import List, Optional
-
-from src.data.github.graphql import (
-    get_user_followers as _get_user_followers,
-    get_user_following as _get_user_following,
-)
-from src.models import User, UserFollows
-
-
-def get_user_follows(user_id: str, access_token: Optional[str]) -> UserFollows:
-    """get user followers and users following for given user"""
-
-    followers: List[User] = []
-    following: List[User] = []
-
-    for user_list, get_func in zip(
-        [followers, following], [_get_user_followers, _get_user_following]
-    ):
-        after: Optional[str] = ""
-        index, cont = 0, True  # initialize variables
-        while cont and index < 10:
-            after_str: str = after if isinstance(after, str) else ""
-            data = get_func(user_id, after=after_str, access_token=access_token)
-
-            cont = False
-
-            user_list.extend(
-                map(
-                    lambda x: User(name=x.name, login=x.login, url=x.url),
-                    data.nodes,
-                )
-            )
-            if data.page_info.has_next_page:
-                after = data.page_info.end_cursor
-                cont = True
-
-            index += 1
-
-    return UserFollows(followers=followers, following=following)
diff --git a/frontend/backend/src/aggregation/layer0/languages.py b/frontend/backend/src/aggregation/layer0/languages.py
deleted file mode 100644
index bb3a37c4..00000000
--- a/frontend/backend/src/aggregation/layer0/languages.py
+++ /dev/null
@@ -1,118 +0,0 @@
-from json import load
-from typing import Any, Dict, List, Optional, Union
-
-from src.constants import BLACKLIST, CUTOFF, DEFAULT_COLOR, FILE_CUTOFF
-from src.data.github.graphql import RawCommit, RawRepo
-from src.data.github.rest import RawCommitFile
-
-EXTENSIONS: Dict[str, Dict[str, str]] = load(open("./src/data/github/extensions.json"))
-
-
-class CommitLanguages:
-    def __init__(self):
-        self.langs: Dict[str, Dict[str, Union[str, int]]] = {}
-
-    def __repr__(self):
-        return str(self.langs)
-
-    def add_lines(
-        self, name: str, color: Optional[str], additions: int, deletions: int
-    ):
-        if (
-            name not in BLACKLIST
-            and max(additions, deletions) > 0
-            and max(additions, deletions) < FILE_CUTOFF
-        ):
-            color = color or DEFAULT_COLOR
-            if name not in self.langs:
-                self.langs[name] = {"color": color, "additions": 0, "deletions": 0}
-            self.langs[name]["additions"] += additions  # type: ignore
-            self.langs[name]["deletions"] += deletions  # type: ignore
-
-    def normalize(self, add_ratio: float, del_ratio: float):
-        for lang in self.langs:
-            new_add = round(int(self.langs[lang]["additions"]) * add_ratio)
-            self.langs[lang]["additions"] = new_add
-            new_del = round(int(self.langs[lang]["deletions"]) * del_ratio)
-            self.langs[lang]["deletions"] = new_del
-
-    def __add__(self, other: "CommitLanguages"):
-        for lang in other.langs:
-            if lang not in self.langs:
-                self.langs[lang] = other.langs[lang].copy()
-            else:
-                self.langs[lang]["additions"] += other.langs[lang]["additions"]  # type: ignore
-                self.langs[lang]["deletions"] += other.langs[lang]["deletions"]  # type: ignore
-
-    def to_dict(self) -> Dict[str, Any]:
-        return self.langs
-
-
-def get_commit_languages(
-    commit: Optional[RawCommit],
-    files: Optional[List[RawCommitFile]],
-    repo: RawRepo,
-) -> CommitLanguages:
-    out = CommitLanguages()
-
-    if commit is None:
-        return out
-
-    if max(commit.additions, commit.deletions) == 0:
-        return out
-
-    # assummed to be auto-generated or copied
-    if max(commit.additions, commit.deletions) > 10 * CUTOFF or (
-        max(commit.additions, commit.deletions) > CUTOFF
-        and min(commit.additions, commit.deletions) == 0
-    ):
-        return out
-
-    pr_coverage = 0
-    if len(commit.prs.nodes) > 0:
-        pr_obj = commit.prs.nodes[0]
-        pr_files = pr_obj.files.nodes
-        total_changed = sum(x.additions + x.deletions for x in pr_files)
-        pr_coverage = total_changed / max(1, (pr_obj.additions + pr_obj.deletions))
-
-    if files is not None:
-        for file in files:
-            filename = file.filename.split(".")
-            extension = "" if len(filename) <= 1 else filename[-1]
-            lang = EXTENSIONS.get(f".{extension}", None)
-            if lang is not None:
-                out.add_lines(
-                    lang["name"], lang["color"], file.additions, file.deletions
-                )
-    elif len(commit.prs.nodes) > 0 and pr_coverage > 0.25:
-        pr = commit.prs.nodes[0]
-        total_additions, total_deletions = 0, 0
-        for file in pr.files.nodes:
-            filename = file.path.split(".")
-            extension = "" if len(filename) <= 1 else filename[-1]
-            lang = EXTENSIONS.get(f".{extension}", None)
-            if lang is not None:
-                out.add_lines(
-                    lang["name"], lang["color"], file.additions, file.deletions
-                )
-            total_additions += file.additions
-            total_deletions += file.deletions
-        add_ratio = min(pr.additions, commit.additions) / max(1, total_additions)
-        del_ratio = min(pr.deletions, commit.deletions) / max(1, total_deletions)
-        out.normalize(add_ratio, del_ratio)
-    elif commit.additions + commit.deletions > 2 * CUTOFF:
-        # assummed to be auto generated
-        return out
-    else:
-        repo_info = repo.languages.edges
-        languages = [x for x in repo_info if x.node.name not in BLACKLIST]
-        total_repo_size = sum(language.size for language in languages)
-        for language in languages:
-            lang_name = language.node.name
-            lang_color = language.node.color
-            lang_size = language.size
-            additions = round(commit.additions * lang_size / total_repo_size)
-            deletions = round(commit.deletions * lang_size / total_repo_size)
-            out.add_lines(lang_name, lang_color, additions, deletions)
-
-    return out
diff --git a/frontend/backend/src/aggregation/layer0/package.py b/frontend/backend/src/aggregation/layer0/package.py
deleted file mode 100644
index 469996ff..00000000
--- a/frontend/backend/src/aggregation/layer0/package.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from datetime import date
-from typing import Optional
-
-from src.aggregation.layer0.contributions import get_contributions
-from src.models import UserPackage
-
-# from src.subscriber.aggregation.user.follows import get_user_follows
-
-
-async def get_user_data(
-    user_id: str,
-    start_date: date,
-    end_date: date,
-    timezone_str: str,
-    access_token: Optional[str],
-    catch_errors: bool = False,
-) -> UserPackage:
-    """packages all processing steps for the user query"""
-
-    contribs = await get_contributions(
-        user_id=user_id,
-        start_date=start_date,
-        end_date=end_date,
-        timezone_str=timezone_str,
-        access_token=access_token,
-        catch_errors=catch_errors,
-    )
-    return UserPackage(contribs=contribs)
diff --git a/frontend/backend/src/aggregation/layer1/__init__.py b/frontend/backend/src/aggregation/layer1/__init__.py
deleted file mode 100644
index 204d5445..00000000
--- a/frontend/backend/src/aggregation/layer1/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from src.aggregation.layer1.user import query_user
-
-__all__ = ["query_user"]
diff --git a/frontend/backend/src/aggregation/layer1/auth.py b/frontend/backend/src/aggregation/layer1/auth.py
deleted file mode 100644
index 31a2006c..00000000
--- a/frontend/backend/src/aggregation/layer1/auth.py
+++ /dev/null
@@ -1,61 +0,0 @@
-from datetime import timedelta
-from typing import List, Optional, Tuple
-
-from src.constants import OWNER, REPO
-from src.data.github.rest import (
-    RESTError,
-    RESTErrorNotFound,
-    get_repo_stargazers as github_get_repo_stargazers,
-    get_user as github_get_user,
-    get_user_starred_repos as github_get_user_starred_repos,
-)
-from src.data.github.utils import get_access_token
-from src.data.mongo.user import get_public_user as db_get_public_user
-from src.utils import alru_cache
-
-
-async def get_valid_github_user(user_id: str) -> Optional[str]:
-    access_token = get_access_token()
-    try:
-        return github_get_user(user_id, access_token)["login"]
-    except (RESTErrorNotFound, KeyError):
-        # User does not exist
-        return None
-    except RESTError:
-        # Rate limited, so assume user exists
-        return user_id
-
-
-async def get_valid_db_user(user_id: str) -> bool:
-    user = await db_get_public_user(user_id)
-    return user is not None
-
-
-@alru_cache(ttl=timedelta(minutes=15))
-async def get_repo_stargazers(
-    owner: str = OWNER, repo: str = REPO, no_cache: bool = False
-) -> Tuple[bool, List[str]]:
-    access_token = get_access_token()
-    data: List[str] = []
-    page = 0
-    while len(data) == 100 * page:
-        temp_data = github_get_repo_stargazers(access_token, owner, repo, page=page)
-        temp_data = [x["user"]["login"] for x in temp_data]
-        data.extend(temp_data)
-        page += 1
-
-    return (True, data)
-
-
-async def get_user_stars(user_id: str) -> List[str]:
-    access_token = get_access_token()
-    try:
-        data = github_get_user_starred_repos(user_id, access_token)
-        data = [x["repo"]["full_name"] for x in data]
-        return data
-    except RESTErrorNotFound:
-        # User does not exist (and rate limited previously)
-        return []
-    except RESTError:
-        # Rate limited, so assume user starred repo
-        return [f"{OWNER}/{REPO}"]
diff --git a/frontend/backend/src/aggregation/layer1/user.py b/frontend/backend/src/aggregation/layer1/user.py
deleted file mode 100644
index 59dc4ea4..00000000
--- a/frontend/backend/src/aggregation/layer1/user.py
+++ /dev/null
@@ -1,125 +0,0 @@
-from calendar import monthrange
-from datetime import date, datetime, timedelta
-from typing import List, Optional, Tuple
-
-import requests
-
-from src.aggregation.layer0.package import get_user_data
-from src.constants import API_VERSION  # , BACKEND_URL, PROD
-from src.data.github.graphql import GraphQLErrorRateLimit
-from src.data.mongo.secret import update_keys
-from src.data.mongo.user_months import UserMonth, get_user_months, set_user_month
-from src.models.user.main import UserPackage
-from src.utils import alru_cache, date_to_datetime
-
-s = requests.Session()
-
-
-# Formerly the subscriber, compute and save new data here
-
-
-async def query_user_month(
-    user_id: str,
-    access_token: Optional[str],
-    private_access: bool,
-    start_date: date,
-    retries: int = 0,
-) -> Optional[UserMonth]:
-    year, month = start_date.year, start_date.month
-    end_day = monthrange(year, month)[1]
-    end_date = date(year, month, end_day)
-
-    try:
-        data = await get_user_data(
-            user_id=user_id,
-            start_date=start_date,
-            end_date=end_date,
-            timezone_str="US/Eastern",
-            access_token=access_token,
-            catch_errors=retries > 0,
-        )
-    except GraphQLErrorRateLimit:
-        return None
-    except Exception:
-        # Retry, catching exceptions and marking incomplete this time
-        if retries < 1:
-            await query_user_month(
-                user_id, access_token, private_access, start_date, retries + 1
-            )
-        return None
-
-    month_completed = datetime.now() > date_to_datetime(end_date) + timedelta(days=1)
-    user_month = UserMonth.model_validate(
-        {
-            "user_id": user_id,
-            "month": date_to_datetime(start_date),
-            "version": API_VERSION,
-            "private": private_access,
-            "complete": retries == 0 and month_completed,
-            "data": data,
-        }
-    )
-
-    await set_user_month(user_month)
-    return user_month
-
-
-@alru_cache(ttl=timedelta(hours=6))
-async def query_user(
-    user_id: str,
-    access_token: Optional[str],
-    private_access: bool = False,
-    start_date: date = date.today() - timedelta(365),
-    end_date: date = date.today(),
-    max_time: int = 3600,  # seconds
-    no_cache: bool = False,
-) -> Tuple[bool, UserPackage]:
-    # Return (possibly incomplete) within max_time seconds
-    start_time = datetime.now()
-    incomplete = False
-
-    await update_keys()
-
-    curr_data: List[UserMonth] = await get_user_months(
-        user_id, private_access, start_date, end_date
-    )
-    curr_months = [x.month for x in curr_data if x.complete]
-
-    month, year = start_date.month, start_date.year
-    new_months: List[date] = []
-    while date(year, month, 1) <= end_date:
-        start = date(year, month, 1)
-        if date_to_datetime(start) not in curr_months:
-            new_months.append(start)
-        month = month % 12 + 1
-        year = year + (month == 1)
-
-    # Start with complete months and add any incomplete months
-    all_user_packages: List[UserPackage] = [x.data for x in curr_data if x.complete]
-    for month in new_months:
-        if datetime.now() - start_time < timedelta(seconds=max_time):
-            temp = await query_user_month(user_id, access_token, private_access, month)
-            if temp is not None:
-                all_user_packages.append(temp.data)
-            else:
-                incomplete = True
-        else:
-            incomplete = True
-
-    out: UserPackage = UserPackage.empty()
-    if len(all_user_packages) > 0:
-        out = all_user_packages[0]
-        for user_package in all_user_packages[1:]:
-            out += user_package
-        out.incomplete = incomplete
-
-    if incomplete or len(new_months) > 1:
-        # TODO: figure out why this causes an infinite loop
-        # # cache buster for publisher
-        # if PROD:
-        #     s.get(f"{BACKEND_URL}/user/{user_id}?no_cache=True")
-
-        return (False, out)
-
-    # only cache if just the current month updated
-    return (True, out)
diff --git a/frontend/backend/src/aggregation/layer2/__init__.py b/frontend/backend/src/aggregation/layer2/__init__.py
deleted file mode 100644
index 13c2a315..00000000
--- a/frontend/backend/src/aggregation/layer2/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from src.aggregation.layer2.auth import get_is_valid_user
-from src.aggregation.layer2.user import get_user, get_user_demo
-
-__all__ = ["get_is_valid_user", "get_user", "get_user_demo"]
diff --git a/frontend/backend/src/aggregation/layer2/auth.py b/frontend/backend/src/aggregation/layer2/auth.py
deleted file mode 100644
index 3311b6c1..00000000
--- a/frontend/backend/src/aggregation/layer2/auth.py
+++ /dev/null
@@ -1,58 +0,0 @@
-from datetime import timedelta
-from typing import Optional, Tuple
-
-from src.aggregation.layer1.auth import (
-    get_repo_stargazers,
-    get_user_stars,
-    get_valid_db_user,
-    get_valid_github_user,
-)
-from src.constants import OWNER, REPO, USER_BLACKLIST, USER_WHITELIST
-from src.data.github.rest import RESTError
-from src.utils import alru_cache
-
-
-async def check_github_user_exists(user_id: str) -> Optional[str]:
-    return await get_valid_github_user(user_id)
-
-
-async def check_db_user_exists(user_id: str) -> bool:
-    return await get_valid_db_user(user_id)
-
-
-async def check_user_starred_repo(
-    user_id: str, owner: str = OWNER, repo: str = REPO
-) -> bool:
-    return True
-    # Checks the repo's starred users (with cache)
-    try:
-        repo_stargazers = await get_repo_stargazers(owner, repo)
-        if user_id in repo_stargazers:
-            return True
-    except RESTError:
-        return True  # Assume the user has starred the repo
-
-    # Checks the user's 30 most recent starred repos (no cache)
-    user_stars = await get_user_stars(user_id)
-    return f"{owner}/{repo}" in user_stars
-
-
-@alru_cache(ttl=timedelta(hours=1))
-async def get_is_valid_user(user_id: str) -> Tuple[bool, str]:
-    if user_id.lower() in USER_BLACKLIST:
-        # TODO: change error message
-        return (False, "GitHub user not found")
-
-    if user_id.lower() in USER_WHITELIST:
-        return (True, f"Valid user {user_id.lower()}")
-
-    valid_user_id = await check_github_user_exists(user_id)
-    if valid_user_id is None:
-        return (False, "GitHub user not found")
-
-    valid_db_user = await check_db_user_exists(valid_user_id)
-    user_starred = await check_user_starred_repo(valid_user_id)
-    if not (user_starred or valid_db_user):
-        return (False, "Repo not starred")
-
-    return (True, f"Valid user {valid_user_id}")
diff --git a/frontend/backend/src/aggregation/layer2/user.py b/frontend/backend/src/aggregation/layer2/user.py
deleted file mode 100644
index cf256601..00000000
--- a/frontend/backend/src/aggregation/layer2/user.py
+++ /dev/null
@@ -1,79 +0,0 @@
-from datetime import date, timedelta
-from typing import Optional, Tuple
-
-from src.aggregation.layer0 import get_user_data
-from src.constants import USER_BLACKLIST
-from src.data.mongo.secret.functions import update_keys
-from src.data.mongo.user import PublicUserModel, get_public_user as db_get_public_user
-from src.data.mongo.user_months import get_user_months
-from src.models import UserPackage
-from src.models.background import UpdateUserBackgroundTask
-from src.utils import alru_cache
-
-# Formerly the publisher, loads existing data here
-
-
-async def _get_user(
-    user_id: str, private_access: bool, start_date: date, end_date: date
-) -> Tuple[Optional[UserPackage], bool]:
-    user_months = await get_user_months(user_id, private_access, start_date, end_date)
-    if len(user_months) == 0:
-        return None, False
-
-    expected_num_months = (
-        (end_date.year - start_date.year) * 12 + (end_date.month - start_date.month) + 1
-    )
-    complete = len(user_months) == expected_num_months
-
-    user_data = user_months[0].data
-    for user_month in user_months[1:]:
-        user_data += user_month.data
-
-    # TODO: handle timezone_str here
-    return user_data.trim(start_date, end_date), complete
-
-
-@alru_cache()
-async def get_user(
-    user_id: str,
-    start_date: date,
-    end_date: date,
-    no_cache: bool = False,
-) -> Tuple[
-    bool, Tuple[Optional[UserPackage], bool, Optional[UpdateUserBackgroundTask]]
-]:
-    if user_id in USER_BLACKLIST:
-        return (False, (None, False, None))
-
-    user: Optional[PublicUserModel] = await db_get_public_user(user_id)
-    if user is None:
-        return (False, (None, False, None))
-
-    private_access = user.private_access or False
-    user_data, complete = await _get_user(user_id, private_access, start_date, end_date)
-    background_task = UpdateUserBackgroundTask(
-        user_id=user_id,
-        access_token=user.access_token,
-        private_access=private_access,
-        start_date=start_date,
-        end_date=end_date,
-    )
-    return (complete, (user_data, complete, background_task))
-
-
-@alru_cache(ttl=timedelta(minutes=15))
-async def get_user_demo(
-    user_id: str, start_date: date, end_date: date, no_cache: bool = False
-) -> Tuple[bool, UserPackage]:
-    await update_keys()
-    timezone_str = "US/Eastern"
-    # recompute/cache but don't save to db
-    data = await get_user_data(
-        user_id=user_id,
-        start_date=start_date,
-        end_date=end_date,
-        timezone_str=timezone_str,
-        access_token=None,
-        catch_errors=True,
-    )
-    return (True, data)
diff --git a/frontend/backend/src/constants.py b/frontend/backend/src/constants.py
deleted file mode 100644
index 9066fe05..00000000
--- a/frontend/backend/src/constants.py
+++ /dev/null
@@ -1,74 +0,0 @@
-import os
-
-# GLOBAL
-LOCAL = os.getenv("LOCAL", "False") == "True"
-PROD = os.getenv("PROD", "False") == "True"
-PROJECT_ID = "github-334619"
-BACKEND_URL = "https://api.githubtrends.io" if PROD else "http://localhost:8000"
-
-OWNER = "avgupta456"
-REPO = "github-trends"
-
-# API
-# https://docs.github.com/en/rest/reference/rate-limit
-# https://docs.github.com/en/rest/guides/best-practices-for-integrators#dealing-with-secondary-rate-limits
-# https://docs.github.com/en/graphql/overview/resource-limitations
-TIMEOUT = 15  # max seconds to wait for api response
-GRAPHQL_NODE_CHUNK_SIZE = 50  # number of nodes (commits) to query (max 100)
-GRAPHQL_NODE_THREADS = 5  # number of node queries simultaneously (avoid blacklisting)
-REST_NODE_THREADS = 50  # number of node queries simultaneously (avoid blacklisting)
-
-PR_FILES = 5  # max number of files to query for PRs
-NODE_QUERIES = 20  # max number of node queries to make
-CUTOFF = 1000  # if additions or deletions > CUTOFF, or sum > 2 * CUTOFF, ignore LOC
-FILE_CUTOFF = 1000  # if less than cutoff in file, count LOC
-
-API_VERSION = 0.02  # determines when to overwrite MongoDB data
-
-# CUSTOMIZATION
-BLACKLIST = ["Jupyter Notebook", "HTML"]  # languages to ignore
-
-# OAUTH
-prefix = "PROD" if PROD else "DEV"
-# client ID for GitHub OAuth App
-OAUTH_CLIENT_ID = os.getenv(f"{prefix}_OAUTH_CLIENT_ID", "")
-# client secret for App
-OAUTH_CLIENT_SECRET = os.getenv(f"{prefix}_OAUTH_CLIENT_SECRET", "")
-# redirect uri for App
-OAUTH_REDIRECT_URI = os.getenv(f"{prefix}_OAUTH_REDIRECT_URI", "")
-
-# MONGODB
-MONGODB_PASSWORD = os.getenv("MONGODB_PASSWORD", "")
-
-# SVG
-DEFAULT_COLOR = "#858585"
-
-# SENTRY
-SENTRY_DSN = os.getenv("SENTRY_DSN", "")
-
-# TESTING
-TEST_USER_ID = "avgupta456"
-TEST_REPO = "github-trends"
-TEST_TOKEN = os.getenv("AUTH_TOKEN", "")  # for authentication
-TEST_NODE_IDS = [
-    "C_kwDOENp939oAKGM1MzdlM2QzMTZjMmEyZGIyYWU4ZWI0MmNmNjQ4YWEwNWQ5OTBiMjM",
-    "C_kwDOD_-BVNoAKDFhNTIxNWE1MGM4ZDllOGEwYTFhNjhmYWZkYzE5MzA5YTRkMDMwZmM",
-    "C_kwDOD_-BVNoAKDRiZTQ4MTQ0MzgwYjBlNGEwNjQ4YjY4YWI4ZjFjYmQ3MWU4M2VhMzU",
-]
-TEST_SHA = "ad83e6340377904fa0295745b5314202b23d2f3f"
-
-# WRAPPED
-
-# example users, don't need to star the repo
-USER_WHITELIST = [
-    "torvalds",
-    "yyx990803",
-    "shadcn",
-    "sindresorhus",
-]
-
-USER_BLACKLIST = ["kangmingtay", "ae7er", "stalukdar7", "piyush7833"]
-
-print("PROD", PROD)
-print("API_VERSION", API_VERSION)
-print()
diff --git a/frontend/backend/src/data/__init__.py b/frontend/backend/src/data/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/github/__init__.py b/frontend/backend/src/data/github/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/github/auth/__init__.py b/frontend/backend/src/data/github/auth/__init__.py
deleted file mode 100644
index 1a576063..00000000
--- a/frontend/backend/src/data/github/auth/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from src.data.github.auth.main import authenticate
-
-__all__ = ["authenticate"]
diff --git a/frontend/backend/src/data/github/auth/main.py b/frontend/backend/src/data/github/auth/main.py
deleted file mode 100644
index 175a476e..00000000
--- a/frontend/backend/src/data/github/auth/main.py
+++ /dev/null
@@ -1,57 +0,0 @@
-from datetime import datetime
-from typing import Dict, Optional, Tuple
-
-import requests
-
-from src.constants import OAUTH_CLIENT_ID, OAUTH_CLIENT_SECRET, OAUTH_REDIRECT_URI
-
-s = requests.session()
-
-
-def get_unknown_user(access_token: str) -> Optional[str]:
-    """
-    Accepts access_token and returns user_id of associated user
-    :param access_token: GitHub access token
-    :return: user_id or None if invalid access_token
-    """
-    headers: Dict[str, str] = {
-        "Accept": "application/vnd.github.v3+json",
-        "Authorization": f"bearer {access_token}",
-    }
-
-    r = s.get("https://api.github.com/user", params={}, headers=headers)
-    return r.json().get("login", None)
-
-
-class OAuthError(Exception):
-    pass
-
-
-async def authenticate(code: str) -> Tuple[str, str]:
-    """
-    Takes a authentication code, verifies, and returns user_id/access_token
-    :param code: GitHub authentication code from OAuth process
-    :return: user_id, access_token of authenticated user
-    """
-    start = datetime.now()
-
-    params = {
-        "client_id": OAUTH_CLIENT_ID,
-        "client_secret": OAUTH_CLIENT_SECRET,
-        "code": code,
-        "redirect_uri": OAUTH_REDIRECT_URI,
-    }
-
-    r = s.post("https://github.com/login/oauth/access_token", params=params)
-
-    if r.status_code != 200:
-        raise OAuthError(f"OAuth Error: {str(r.status_code)}")
-
-    access_token = r.text.split("&")[0].split("=")[1]
-    user_id = get_unknown_user(access_token)
-
-    if user_id is None:
-        raise OAuthError("OAuth Error: Invalid user_id/access_token")
-
-    print("OAuth SignUp", datetime.now() - start)
-    return user_id, access_token
diff --git a/frontend/backend/src/data/github/extensions.json b/frontend/backend/src/data/github/extensions.json
deleted file mode 100644
index 201c4173..00000000
--- a/frontend/backend/src/data/github/extensions.json
+++ /dev/null
@@ -1,3326 +0,0 @@
-{
-    ".1": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".1in": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".1m": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".1x": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".2": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3in": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3m": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3p": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3pm": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3qt": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".3x": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".4": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".4dm": {
-        "color": "#004289",
-        "name": "4D"
-    },
-    ".4th": {
-        "color": "#341708",
-        "name": "Forth"
-    },
-    ".5": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".6": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".6pl": {
-        "color": "#0000fb",
-        "name": "Raku"
-    },
-    ".6pm": {
-        "color": "#0000fb",
-        "name": "Raku"
-    },
-    ".7": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".8": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".8xk": {
-        "color": "#A0AA87",
-        "name": "TI Program"
-    },
-    ".8xk.txt": {
-        "color": "#A0AA87",
-        "name": "TI Program"
-    },
-    ".8xp": {
-        "color": "#A0AA87",
-        "name": "TI Program"
-    },
-    ".8xp.txt": {
-        "color": "#A0AA87",
-        "name": "TI Program"
-    },
-    ".9": {
-        "color": "#ecdebe",
-        "name": "Roff Manpage"
-    },
-    ".E": {
-        "color": "#ccce35",
-        "name": "E"
-    },
-    "._coffee": {
-        "color": "#244776",
-        "name": "CoffeeScript"
-    },
-    "._js": {
-        "color": "#f1e05a",
-        "name": "JavaScript"
-    },
-    "._ls": {
-        "color": "#499886",
-        "name": "LiveScript"
-    },
-    ".a51": {
-        "color": "#6E4C13",
-        "name": "Assembly"
-    },
-    ".abap": {
-        "color": "#E8274B",
-        "name": "ABAP"
-    },
-    ".ada": {
-        "color": "#02f88c",
-        "name": "Ada"
-    },
-    ".adb": {
-        "color": "#02f88c",
-        "name": "Ada"
-    },
-    ".ado": {
-        "color": "#1a5f91",
-        "name": "Stata"
-    },
-    ".adp": {
-        "color": "#e4cc98",
-        "name": "Tcl"
-    },
-    ".ads": {
-        "color": "#02f88c",
-        "name": "Ada"
-    },
-    ".agc": {
-        "color": "#0B3D91",
-        "name": "Apollo Guidance Computer"
-    },
-    ".agda": {
-        "color": "#315665",
-        "name": "Agda"
-    },
-    ".ahk": {
-        "color": "#6594b9",
-        "name": "AutoHotkey"
-    },
-    ".ahkl": {
-        "color": "#6594b9",
-        "name": "AutoHotkey"
-    },
-    ".aidl": {
-        "color": "#34EB6B",
-        "name": "AIDL"
-    },
-    ".aj": {
-        "color": "#a957b0",
-        "name": "AspectJ"
-    },
-    ".al": {
-        "color": "#0298c3",
-        "name": "Perl"
-    },
-    ".als": {
-        "color": "#64C800",
-        "name": "Alloy"
-    },
-    ".ampl": {
-        "color": "#E6EFBB",
-        "name": "AMPL"
-    },
-    ".angelscript": {
-        "color": "#C7D7DC",
-        "name": "AngelScript"
-    },
-    ".apib": {
-        "color": "#2ACCA8",
-        "name": "API Blueprint"
-    },
-    ".apl": {
-        "color": "#5A8164",
-        "name": "APL"
-    },
-    ".app.src": {
-        "color": "#B83998",
-        "name": "Erlang"
-    },
-    ".applescript": {
-        "color": "#101F1F",
-        "name": "AppleScript"
-    },
-    ".arc": {
-        "color": "#aa2afe",
-        "name": "Arc"
-    },
-    ".as": {
-        "color": "#C7D7DC",
-        "name": "AngelScript"
-    },
-    ".asax": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".asc": {
-        "color": "#B9D9FF",
-        "name": "AGS Script"
-    },
-    ".ascx": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".asd": {
-        "color": "#3fb68b",
-        "name": "Common Lisp"
-    },
-    ".asddls": {
-        "color": "#555e25",
-        "name": "ABAP CDS"
-    },
-    ".ash": {
-        "color": "#B9D9FF",
-        "name": "AGS Script"
-    },
-    ".ashx": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".asm": {
-        "color": "#005daa",
-        "name": "Motorola 68K Assembly"
-    },
-    ".asmx": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".asp": {
-        "color": "#6a40fd",
-        "name": "Classic ASP"
-    },
-    ".aspx": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".astro": {
-        "color": "#ff5a03",
-        "name": "Astro"
-    },
-    ".asy": {
-        "color": "#ff0000",
-        "name": "Asymptote"
-    },
-    ".au3": {
-        "color": "#1C3552",
-        "name": "AutoIt"
-    },
-    ".aug": {
-        "color": "#9CC134",
-        "name": "Augeas"
-    },
-    ".auk": {
-        "color": "#c30e9b",
-        "name": "Awk"
-    },
-    ".aux": {
-        "color": "#3D6117",
-        "name": "TeX"
-    },
-    ".aw": {
-        "color": "#4F5D95",
-        "name": "PHP"
-    },
-    ".awk": {
-        "color": "#c30e9b",
-        "name": "Awk"
-    },
-    ".axd": {
-        "color": "#9400ff",
-        "name": "ASP.NET"
-    },
-    ".axi": {
-        "color": "#0aa0ff",
-        "name": "NetLinx"
-    },
-    ".axi.erb": {
-        "color": "#747faa",
-        "name": "NetLinx+ERB"
-    },
-    ".axs": {
-        "color": "#0aa0ff",
-        "name": "NetLinx"
-    },
-    ".axs.erb": {
-        "color": "#747faa",
-        "name": "NetLinx+ERB"
-    },
-    ".b": {
-        "color": "#2F2530",
-        "name": "Brainfuck"
-    },
-    ".bal": {
-        "color": "#FF5000",
-        "name": "Ballerina"
-    },
-    ".bas": {
-        "color": "#867db1",
-        "name": "VBA"
-    },
-    ".bash": {
-        "color": "#89e051",
-        "name": "Shell"
-    },
-    ".bat": {
-        "color": "#C1F12E",
-        "name": "Batchfile"
-    },
-    ".bats": {
-        "color": "#89e051",
-        "name": "Shell"
-    },
-    ".bb": {
-        "color": "#00FFAE",
-        "name": "BlitzBasic"
-    },
-    ".bbx": {
-        "color": "#3D6117",
-        "name": "TeX"
-    },
-    ".bdy": {
-        "color": "#dad8d8",
-        "name": "PLSQL"
-    },
-    ".bf": {
-        "color": "#2F2530",
-        "name": "Brainfuck"
-    },
-    ".bi": {
-        "color": "#867db1",
-        "name": "FreeBasic"
-    },
-    ".bib": {
-        "color": "#778899",
-        "name": "BibTeX"
-    },
-    ".bibtex": {
-        "color": "#778899",
-        "name": "BibTeX"
-    },
-    ".bicep": {
-        "color": "#519aba",
-        "name": "Bicep"
-    },
-    ".bison": {
-        "color": "#6A463F",
-        "name": "Bison"
-    },
-    ".blade": {
-        "color": "#f7523f",
-        "name": "Blade"
-    },
-    ".blade.php": {
-        "color": "#f7523f",
-        "name": "Blade"
-    },
-    ".bmx": {
-        "color": "#cd6400",
-        "name": "BlitzMax"
-    },
-    ".bones": {
-        "color": "#f1e05a",
-        "name": "JavaScript"
-    },
-    ".boo": {
-        "color": "#d4bec1",
-        "name": "Boo"
-    },
-    ".boot": {
-        "color": "#db5855",
-        "name": "Clojure"
-    },
-    ".bpl": {
-        "color": "#c80fa0",
-        "name": "Boogie"
-    },
-    ".brs": {
-        "color": "#662D91",
-        "name": "Brightscript"
-    },
-    ".bsl": {
-        "color": "#814CCC",
-        "name": "1C Enterprise"
-    },
-    ".bsv": {
-        "color": "#12223c",
-        "name": "Bluespec"
-    },
-    ".builder": {
-        "color": "#701516",
-        "name": "Ruby"
-    },
-    ".bzl": {
-        "color": "#76d275",
-        "name": "Starlark"
-    },
-    ".c": {
-        "color": "#555555",
-        "name": "C"
-    },
-    ".c++": {
-        "color": "#f34b7d",
-        "name": "C++"
-    },
-    ".cake": {
-        "color": "#244776",
-        "name": "CoffeeScript"
-    },
-    ".capnp": {
-        "color": "#c42727",
-        "name": "Cap'n Proto"
-    },
-    ".cats": {
-        "color": "#555555",
-        "name": "C"
-    },
-    ".cbx": {
-        "color": "#3D6117",
-        "name": "TeX"
-    },
-    ".cc": {
-        "color": "#f34b7d",
-        "name": "C++"
-    },
-    ".cdf": {
-        "color": "#dd1100",
-        "name": "Mathematica"
-    },
-    ".ceylon": {
-        "color": "#dfa535",
-        "name": "Ceylon"
-    },
-    ".cfc": {
-        "color": "#ed2cd6",
-        "name": "ColdFusion CFC"
-    },
-    ".cfm": {
-        "color": "#ed2cd6",
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-        "color": "#adb2cb",
-        "name": "VHDL"
-    },
-    ".vho": {
-        "color": "#adb2cb",
-        "name": "VHDL"
-    },
-    ".vhs": {
-        "color": "#adb2cb",
-        "name": "VHDL"
-    },
-    ".vht": {
-        "color": "#adb2cb",
-        "name": "VHDL"
-    },
-    ".vhw": {
-        "color": "#adb2cb",
-        "name": "VHDL"
-    },
-    ".view.lkml": {
-        "color": "#652B81",
-        "name": "LookML"
-    },
-    ".vim": {
-        "color": "#199f4b",
-        "name": "Vim Script"
-    },
-    ".vmb": {
-        "color": "#199f4b",
-        "name": "Vim Script"
-    },
-    ".volt": {
-        "color": "#1F1F1F",
-        "name": "Volt"
-    },
-    ".vrx": {
-        "color": "#5686a5",
-        "name": "GLSL"
-    },
-    ".vsh": {
-        "color": "#5686a5",
-        "name": "GLSL"
-    },
-    ".vshader": {
-        "color": "#5686a5",
-        "name": "GLSL"
-    },
-    ".vue": {
-        "color": "#41b883",
-        "name": "Vue"
-    },
-    ".vw": {
-        "color": "#dad8d8",
-        "name": "PLSQL"
-    },
-    ".w": {
-        "color": "#5ce600",
-        "name": "OpenEdge ABL"
-    },
-    ".wast": {
-        "color": "#04133b",
-        "name": "WebAssembly"
-    },
-    ".wat": {
-        "color": "#04133b",
-        "name": "WebAssembly"
-    },
-    ".watchr": {
-        "color": "#701516",
-        "name": "Ruby"
-    },
-    ".wdl": {
-        "color": "#42f1f4",
-        "name": "wdl"
-    },
-    ".wisp": {
-        "color": "#7582D1",
-        "name": "wisp"
-    },
-    ".wl": {
-        "color": "#dd1100",
-        "name": "Mathematica"
-    },
-    ".wlk": {
-        "color": "#a23738",
-        "name": "Wollok"
-    },
-    ".wlt": {
-        "color": "#dd1100",
-        "name": "Mathematica"
-    },
-    ".wlua": {
-        "color": "#000080",
-        "name": "Lua"
-    },
-    ".wsgi": {
-        "color": "#3572A5",
-        "name": "Python"
-    },
-    ".x10": {
-        "color": "#4B6BEF",
-        "name": "X10"
-    },
-    ".x68": {
-        "color": "#005daa",
-        "name": "Motorola 68K Assembly"
-    },
-    ".xc": {
-        "color": "#99DA07",
-        "name": "XC"
-    },
-    ".xht": {
-        "color": "#e34c26",
-        "name": "HTML"
-    },
-    ".xhtml": {
-        "color": "#e34c26",
-        "name": "HTML"
-    },
-    ".xojo_code": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xojo_menu": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xojo_report": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xojo_script": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xojo_toolbar": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xojo_window": {
-        "color": "#81bd41",
-        "name": "Xojo"
-    },
-    ".xpy": {
-        "color": "#3572A5",
-        "name": "Python"
-    },
-    ".xq": {
-        "color": "#5232e7",
-        "name": "XQuery"
-    },
-    ".xql": {
-        "color": "#5232e7",
-        "name": "XQuery"
-    },
-    ".xqm": {
-        "color": "#5232e7",
-        "name": "XQuery"
-    },
-    ".xquery": {
-        "color": "#5232e7",
-        "name": "XQuery"
-    },
-    ".xqy": {
-        "color": "#5232e7",
-        "name": "XQuery"
-    },
-    ".xrl": {
-        "color": "#B83998",
-        "name": "Erlang"
-    },
-    ".xsh": {
-        "color": "#285EEF",
-        "name": "Xonsh"
-    },
-    ".xsjs": {
-        "color": "#f1e05a",
-        "name": "JavaScript"
-    },
-    ".xsjslib": {
-        "color": "#f1e05a",
-        "name": "JavaScript"
-    },
-    ".xsl": {
-        "color": "#EB8CEB",
-        "name": "XSLT"
-    },
-    ".xslt": {
-        "color": "#EB8CEB",
-        "name": "XSLT"
-    },
-    ".xtend": {
-        "color": "#24255d",
-        "name": "Xtend"
-    },
-    ".xzap": {
-        "color": "#0d665e",
-        "name": "ZAP"
-    },
-    ".y": {
-        "color": "#4B6C4B",
-        "name": "Yacc"
-    },
-    ".yacc": {
-        "color": "#4B6C4B",
-        "name": "Yacc"
-    },
-    ".yap": {
-        "color": "#74283c",
-        "name": "Prolog"
-    },
-    ".yar": {
-        "color": "#220000",
-        "name": "YARA"
-    },
-    ".yara": {
-        "color": "#220000",
-        "name": "YARA"
-    },
-    ".yasnippet": {
-        "color": "#32AB90",
-        "name": "YASnippet"
-    },
-    ".yrl": {
-        "color": "#B83998",
-        "name": "Erlang"
-    },
-    ".yy": {
-        "color": "#4B6C4B",
-        "name": "Yacc"
-    },
-    ".zap": {
-        "color": "#0d665e",
-        "name": "ZAP"
-    },
-    ".zep": {
-        "color": "#118f9e",
-        "name": "Zephir"
-    },
-    ".zig": {
-        "color": "#ec915c",
-        "name": "Zig"
-    },
-    ".zil": {
-        "color": "#dc75e5",
-        "name": "ZIL"
-    },
-    ".zimpl": {
-        "color": "#d67711",
-        "name": "Zimpl"
-    },
-    ".zmpl": {
-        "color": "#d67711",
-        "name": "Zimpl"
-    },
-    ".zpl": {
-        "color": "#d67711",
-        "name": "Zimpl"
-    },
-    ".zs": {
-        "color": "#00BCD1",
-        "name": "ZenScript"
-    },
-    ".zsh": {
-        "color": "#89e051",
-        "name": "Shell"
-    }
-}
\ No newline at end of file
diff --git a/frontend/backend/src/data/github/graphql/__init__.py b/frontend/backend/src/data/github/graphql/__init__.py
deleted file mode 100644
index 002a18ec..00000000
--- a/frontend/backend/src/data/github/graphql/__init__.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from src.data.github.graphql.commit import get_commits
-from src.data.github.graphql.models import RawCommit, RawRepo
-from src.data.github.graphql.repo import get_repo
-from src.data.github.graphql.template import (
-    GraphQLErrorMissingNode,
-    GraphQLErrorRateLimit,
-    GraphQLErrorTimeout,
-    get_query_limit,
-)
-from src.data.github.graphql.user.contribs.contribs import (
-    get_user_contribution_calendar,
-    get_user_contribution_events,
-)
-from src.data.github.graphql.user.contribs.models import (
-    RawCalendar,
-    RawEvents,
-    RawEventsCommit,
-    RawEventsEvent,
-)
-from src.data.github.graphql.user.follows.follows import (
-    get_user_followers,
-    get_user_following,
-)
-from src.data.github.graphql.user.follows.models import RawFollows
-
-__all__ = [
-    "get_commits",
-    "RawCommit",
-    "RawRepo",
-    "get_repo",
-    "GraphQLErrorMissingNode",
-    "GraphQLErrorRateLimit",
-    "GraphQLErrorTimeout",
-    "get_query_limit",
-    "get_user_contribution_calendar",
-    "get_user_contribution_events",
-    "RawCalendar",
-    "RawEvents",
-    "RawEventsCommit",
-    "RawEventsEvent",
-    "get_user_followers",
-    "get_user_following",
-    "RawFollows",
-]
diff --git a/frontend/backend/src/data/github/graphql/commit.py b/frontend/backend/src/data/github/graphql/commit.py
deleted file mode 100644
index 164bc1b7..00000000
--- a/frontend/backend/src/data/github/graphql/commit.py
+++ /dev/null
@@ -1,95 +0,0 @@
-from typing import List, Optional
-
-from src.constants import PR_FILES
-from src.data.github.graphql.models import RawCommit
-from src.data.github.graphql.template import (
-    GraphQLError,
-    GraphQLErrorMissingNode,
-    GraphQLErrorRateLimit,
-    GraphQLErrorTimeout,
-    get_template,
-)
-
-
-def get_commits(
-    node_ids: List[str], access_token: Optional[str] = None, catch_errors: bool = False
-) -> List[Optional[RawCommit]]:
-    """
-    Gets all repository data from graphql
-    :param access_token: GitHub access token
-    :param node_ids: List of node ids
-    :return: List of commits
-    """
-
-    if PR_FILES == 0:  # type: ignore
-        query = {
-            "variables": {"ids": node_ids},
-            "query": """
-            query getCommits($ids: [ID!]!) {
-                nodes(ids: $ids) {
-                    ... on Commit {
-                        additions
-                        deletions
-                        changedFiles
-                        url
-                    }
-                }
-            }
-            """,
-        }
-    else:
-        query = {
-            "variables": {"ids": node_ids, "first": PR_FILES},
-            "query": """
-            query getCommits($ids: [ID!]!, $first: Int!) {
-                nodes(ids: $ids) {
-                    ... on Commit {
-                        additions
-                        deletions
-                        changedFiles
-                        url
-                        associatedPullRequests(first: 1) {
-                            nodes {
-                                changedFiles
-                                additions
-                                deletions
-                                files(first: $first) {
-                                    nodes {
-                                        path
-                                        additions
-                                        deletions
-                                    }
-                                }
-                            }
-                        }
-                    }
-                }
-            }
-            """,
-        }
-
-    try:
-        raw_commits = get_template(query, access_token)["data"]["nodes"]
-    except GraphQLErrorMissingNode as e:
-        return (
-            get_commits(node_ids[: e.node], access_token)
-            + [None]
-            + get_commits(node_ids[e.node + 1 :], access_token)
-        )
-    except (GraphQLErrorRateLimit, GraphQLErrorTimeout, GraphQLError) as e:
-        if catch_errors:
-            return [None for _ in node_ids]
-        raise e
-
-    out: List[Optional[RawCommit]] = []
-    for raw_commit in raw_commits:
-        try:
-            if "associatedPullRequests" not in raw_commit:
-                raw_commit["associatedPullRequests"] = {"nodes": []}
-            out.append(RawCommit.model_validate(raw_commit))
-        except Exception as e:
-            if catch_errors:
-                out.append(None)
-            else:
-                raise e
-    return out
diff --git a/frontend/backend/src/data/github/graphql/models.py b/frontend/backend/src/data/github/graphql/models.py
deleted file mode 100644
index f9122924..00000000
--- a/frontend/backend/src/data/github/graphql/models.py
+++ /dev/null
@@ -1,55 +0,0 @@
-from typing import List, Optional
-
-from pydantic import BaseModel, Field
-
-
-class RawCommitPRFileNode(BaseModel):
-    path: str
-    additions: int
-    deletions: int
-
-
-class RawCommitPRFile(BaseModel):
-    nodes: List[RawCommitPRFileNode]
-
-
-class RawCommitPRNode(BaseModel):
-    changed_files: int = Field(alias="changedFiles")
-    additions: int
-    deletions: int
-    files: RawCommitPRFile
-
-
-class RawCommitPR(BaseModel):
-    nodes: List[RawCommitPRNode]
-
-
-class RawCommit(BaseModel):
-    additions: int
-    deletions: int
-    changed_files: int = Field(alias="changedFiles")
-    url: str
-    prs: RawCommitPR = Field(alias="associatedPullRequests")
-
-
-class RawRepoLanguageNode(BaseModel):
-    name: str
-    color: Optional[str]
-
-
-class RawRepoLanguageEdge(BaseModel):
-    node: RawRepoLanguageNode
-    size: int
-
-
-class RawRepoLanguage(BaseModel):
-    total_count: int = Field(alias="totalCount")
-    total_size: int = Field(alias="totalSize")
-    edges: List[RawRepoLanguageEdge]
-
-
-class RawRepo(BaseModel):
-    is_private: bool = Field(alias="isPrivate")
-    fork_count: int = Field(alias="forkCount")
-    stargazer_count: int = Field(alias="stargazerCount")
-    languages: RawRepoLanguage
diff --git a/frontend/backend/src/data/github/graphql/repo.py b/frontend/backend/src/data/github/graphql/repo.py
deleted file mode 100644
index 97868d8d..00000000
--- a/frontend/backend/src/data/github/graphql/repo.py
+++ /dev/null
@@ -1,50 +0,0 @@
-from typing import Optional
-
-from src.data.github.graphql.models import RawRepo
-from src.data.github.graphql.template import get_template
-
-
-def get_repo(
-    owner: str,
-    repo: str,
-    access_token: Optional[str] = None,
-    catch_errors: bool = False,
-) -> Optional[RawRepo]:
-    """
-    Gets all repository data from graphql
-    :param access_token: GitHub access token
-    :param owner: GitHub owner
-    :param repo: GitHub repository
-    :return: RawRepo object or None if repo not present
-    """
-    query = {
-        "variables": {"owner": owner, "repo": repo},
-        "query": """
-        query getRepo($owner: String!, $repo: String!) {
-            repository(owner: $owner, name: $repo) {
-                isPrivate,
-                forkCount,
-                stargazerCount,
-                languages(first: 10){
-                    totalCount,
-                    totalSize,
-                    edges{
-                        node {
-                            name,
-                            color,
-                        },
-                        size,
-                    },
-                },
-            }
-        }
-        """,
-    }
-
-    try:
-        raw_repo = get_template(query, access_token)["data"]["repository"]
-        return RawRepo.model_validate(raw_repo)
-    except Exception as e:
-        if catch_errors:
-            return None
-        raise e
diff --git a/frontend/backend/src/data/github/graphql/template.py b/frontend/backend/src/data/github/graphql/template.py
deleted file mode 100644
index 45b924a7..00000000
--- a/frontend/backend/src/data/github/graphql/template.py
+++ /dev/null
@@ -1,102 +0,0 @@
-import logging
-from datetime import datetime
-from typing import Any, Dict, Optional, Tuple
-
-import requests
-from requests.exceptions import ReadTimeout
-
-from src.constants import TIMEOUT
-from src.data.github.utils import get_access_token
-
-s = requests.session()
-
-
-class GraphQLError(Exception):
-    pass
-
-
-class GraphQLErrorMissingNode(Exception):
-    def __init__(self, node: int, *args: Tuple[Any], **kwargs: Dict[str, Any]):
-        super(Exception, self).__init__(*args, **kwargs)
-        self.node = node
-
-
-class GraphQLErrorRateLimit(Exception):
-    pass
-
-
-class GraphQLErrorTimeout(Exception):
-    pass
-
-
-def get_template(
-    query: Dict[str, Any], access_token: Optional[str] = None, retries: int = 0
-) -> Dict[str, Any]:
-    """
-    Template for interacting with the GitHub GraphQL API
-    :param query: The query to be sent to the GitHub GraphQL API
-    :param access_token: The access token to be used for the query
-    :param retries: The number of retries to be made for Auth Exceptions
-    :return: The response from the GitHub GraphQL API
-    """
-    start = datetime.now()
-    new_access_token = get_access_token(access_token)
-    headers: Dict[str, str] = {"Authorization": f"bearer {new_access_token}"}
-
-    try:
-        r = s.post(
-            "https://api.github.com/graphql",
-            json=query,
-            headers=headers,
-            timeout=TIMEOUT,
-        )
-    except ReadTimeout:
-        raise GraphQLErrorTimeout("GraphQL Error: Request Timeout")
-
-    print("GraphQL", new_access_token, datetime.now() - start)
-    if r.status_code == 200:
-        data = r.json()
-        if "errors" in data:
-            if (
-                "type" in data["errors"][0]
-                and data["errors"][0]["type"] in ["SERVICE_UNAVAILABLE", "NOT_FOUND"]
-                and "path" in data["errors"][0]
-                and isinstance(data["errors"][0]["path"], list)
-                and data["errors"][0]["path"][0] == "nodes"
-            ):
-                raise GraphQLErrorMissingNode(node=int(data["errors"][0]["path"][1]))
-
-            if retries < 2:
-                print("GraphQL Error, Retrying:", new_access_token)
-                return get_template(query, access_token, retries + 1)
-
-            raise GraphQLError("GraphQL Error: " + str(data["errors"]))
-
-        return data
-
-    if r.status_code in [401, 403]:
-        if retries < 2:
-            print("GraphQL Error, Retrying:", new_access_token)
-            return get_template(query, access_token, retries + 1)
-        raise GraphQLErrorRateLimit("GraphQL Error: Unauthorized")
-
-    if r.status_code == 502:
-        raise GraphQLErrorTimeout("GraphQL Error: Request Timeout")
-
-    raise GraphQLError(f"GraphQL Error: {str(r.status_code)}")
-
-
-def get_query_limit(access_token: str) -> int:
-    """
-    Get the current rate limit for the GitHub GraphQL API
-    :param access_token: The access token to be used for the query
-    :return: The current rate limit for the GitHub GraphQL API
-    """
-    try:
-        data = get_template(
-            {"query": "query { rateLimit { remaining } }"}, access_token
-        )
-        return data["data"]["rateLimit"]["remaining"]
-    except Exception as e:
-        logging.exception(e)
-        return -1
diff --git a/frontend/backend/src/data/github/graphql/user/__init__.py b/frontend/backend/src/data/github/graphql/user/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/github/graphql/user/contribs/__init__.py b/frontend/backend/src/data/github/graphql/user/contribs/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/github/graphql/user/contribs/contribs.py b/frontend/backend/src/data/github/graphql/user/contribs/contribs.py
deleted file mode 100644
index d2e33c8f..00000000
--- a/frontend/backend/src/data/github/graphql/user/contribs/contribs.py
+++ /dev/null
@@ -1,157 +0,0 @@
-# import json
-from datetime import datetime
-from typing import Optional
-
-from src.data.github.graphql.template import get_template
-from src.data.github.graphql.user.contribs.models import RawCalendar, RawEvents
-
-
-def get_user_contribution_calendar(
-    user_id: str,
-    start_date: datetime,
-    end_date: datetime,
-    access_token: Optional[str] = None,
-) -> RawCalendar:
-    """Gets contribution calendar for a given time period (max one year)"""
-    if (end_date - start_date).days > 365:
-        raise ValueError("date range can be at most 1 year")
-    query = {
-        "variables": {
-            "login": user_id,
-            "startDate": start_date.strftime("%Y-%m-%dT%H:%M:%SZ"),
-            "endDate": end_date.strftime("%Y-%m-%dT%H:%M:%SZ"),
-        },
-        "query": """
-        query getUser($login: String!, $startDate: DateTime!, $endDate: DateTime!){
-            user(login: $login){
-                contributionsCollection(from: $startDate, to: $endDate){
-                    contributionCalendar{
-                        weeks{
-                            contributionDays{
-                                date
-                                weekday
-                                contributionCount
-                            }
-                        }
-                    }
-                }
-            }
-        }
-        """,
-    }
-
-    raw_data = get_template(query, access_token)
-    output = raw_data["data"]["user"]["contributionsCollection"]["contributionCalendar"]
-    return RawCalendar.model_validate(output)
-
-
-def get_user_contribution_events(
-    user_id: str,
-    start_date: datetime,
-    end_date: datetime,
-    max_repos: int = 100,
-    first: int = 100,
-    after: str = "",
-    access_token: Optional[str] = None,
-) -> RawEvents:
-    """Fetches user contributions (commits, issues, prs, reviews)"""
-    query = {
-        "variables": {
-            "login": user_id,
-            "startDate": start_date.strftime("%Y-%m-%dT%H:%M:%SZ"),
-            "endDate": end_date.strftime("%Y-%m-%dT%H:%M:%SZ"),
-            "maxRepos": max_repos,
-            "first": first,
-            "after": after,
-        },
-        "query": """
-        query getUser($login: String!, $startDate: DateTime!, $endDate: DateTime!, $maxRepos: Int!, $first: Int!, $after: String!) {
-            user(login: $login){
-                contributionsCollection(from: $startDate, to: $endDate){
-                    commitContributionsByRepository(maxRepositories: $maxRepos){
-                        repository{
-                            nameWithOwner,
-                        },
-                        totalCount:contributions(first: 1){
-                            totalCount
-                        }
-                        contributions(first: $first, after: $after){
-                            nodes{
-                                commitCount,
-                                occurredAt,
-                            }
-                            pageInfo{
-                                hasNextPage,
-                                endCursor
-                            }
-                        }
-                    }
-                    issueContributionsByRepository(maxRepositories: $maxRepos){
-                        repository{
-                            nameWithOwner
-                        },
-                        totalCount:contributions(first: 1){
-                            totalCount
-                        }
-                        contributions(first: $first, after: $after){
-                            nodes{
-                                occurredAt,
-                            }
-                            pageInfo{
-                                hasNextPage,
-                                endCursor
-                            }
-                        }
-                    }
-                    pullRequestContributionsByRepository(maxRepositories: $maxRepos){
-                        repository{
-                            nameWithOwner
-                        },
-                        totalCount:contributions(first: 1){
-                            totalCount
-                        }
-                        contributions(first: $first, after: $after){
-                            nodes{
-                                occurredAt,
-                            }
-                            pageInfo{
-                                hasNextPage,
-                                endCursor
-                            }
-                        }
-                    }
-                    pullRequestReviewContributionsByRepository(maxRepositories: $maxRepos){
-                        repository{
-                            nameWithOwner
-                        },
-                        totalCount:contributions(first: 1){
-                            totalCount
-                        }
-                        contributions(first: $first, after: $after){
-                            nodes{
-                                occurredAt,
-                            }
-                            pageInfo{
-                                hasNextPage,
-                                endCursor
-                            }
-                        }
-                    },
-                    repositoryContributions(first: $maxRepos){
-                        totalCount
-                        nodes{
-                            repository{
-                                nameWithOwner,
-                            }
-                            occurredAt,
-                        }
-                    },
-                },
-            }
-        }
-        """,
-    }
-
-    raw_data = get_template(query, access_token)
-    output = raw_data["data"]["user"]["contributionsCollection"]
-    return RawEvents.model_validate(output)
diff --git a/frontend/backend/src/data/github/graphql/user/contribs/models.py b/frontend/backend/src/data/github/graphql/user/contribs/models.py
deleted file mode 100644
index e541ff61..00000000
--- a/frontend/backend/src/data/github/graphql/user/contribs/models.py
+++ /dev/null
@@ -1,91 +0,0 @@
-from datetime import date, datetime
-from typing import List, Optional
-
-from pydantic import BaseModel, Field
-
-
-class RawCalendarDay(BaseModel):
-    date: date
-    weekday: int
-    count: int = Field(alias="contributionCount")
-
-
-class RawCalendarWeek(BaseModel):
-    contribution_days: List[RawCalendarDay] = Field(alias="contributionDays")
-
-
-class RawCalendar(BaseModel):
-    weeks: List[RawCalendarWeek]
-
-
-class RawEventsRepoName(BaseModel):
-    name: str = Field(alias="nameWithOwner")
-
-
-class RawEventsCount(BaseModel):
-    count: int = Field(alias="totalCount")
-
-
-class RawEventsCommit(BaseModel):
-    count: int = Field(alias="commitCount")
-    occurred_at: datetime = Field(alias="occurredAt")
-
-
-class RawEventsEvent(BaseModel):
-    occurred_at: datetime = Field(alias="occurredAt")
-
-
-class RawEventsPageInfo(BaseModel):
-    has_next_page: bool = Field(alias="hasNextPage")
-    end_cursor: Optional[str] = Field(alias="endCursor")
-
-    class Config:
-        allow_none = True
-
-
-class RawEventsCommits(BaseModel):
-    nodes: List[RawEventsCommit]
-    page_info: RawEventsPageInfo = Field(alias="pageInfo")
-
-
-class RawEventsContribs(BaseModel):
-    nodes: List[RawEventsEvent]
-    page_info: RawEventsPageInfo = Field(alias="pageInfo")
-
-
-class RawEventsRepoCommits(BaseModel):
-    repo: RawEventsRepoName = Field(alias="repository")
-    count: RawEventsCount = Field(alias="totalCount")
-    contribs: RawEventsCommits = Field(alias="contributions")
-
-
-class RawEventsRepo(BaseModel):
-    repo: RawEventsRepoName = Field(alias="repository")
-    count: RawEventsCount = Field(alias="totalCount")
-    contribs: RawEventsContribs = Field(alias="contributions")
-
-
-class RawEventsRepoEvent(BaseModel):
-    repo: RawEventsRepoName = Field(alias="repository")
-    occurred_at: datetime = Field(alias="occurredAt")
-
-
-class RawEventsRepoContribs(BaseModel):
-    count: int = Field(alias="totalCount")
-    nodes: List[RawEventsRepoEvent]
-
-
-class RawEvents(BaseModel):
-    commit_contribs_by_repo: List[RawEventsRepoCommits] = Field(
-        alias="commitContributionsByRepository"
-    )
-    issue_contribs_by_repo: List[RawEventsRepo] = Field(
-        alias="issueContributionsByRepository"
-    )
-    pr_contribs_by_repo: List[RawEventsRepo] = Field(
-        alias="pullRequestContributionsByRepository"
-    )
-    review_contribs_by_repo: List[RawEventsRepo] = Field(
-        alias="pullRequestReviewContributionsByRepository"
-    )
-    repo_contribs: RawEventsRepoContribs = Field(alias="repositoryContributions")
diff --git a/frontend/backend/src/data/github/graphql/user/follows/__init__.py b/frontend/backend/src/data/github/graphql/user/follows/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/github/graphql/user/follows/follows.py b/frontend/backend/src/data/github/graphql/user/follows/follows.py
deleted file mode 100644
index 9546b368..00000000
--- a/frontend/backend/src/data/github/graphql/user/follows/follows.py
+++ /dev/null
@@ -1,121 +0,0 @@
-# import json
-from typing import Dict, Optional, Union
-
-from src.data.github.graphql.template import get_template
-from src.data.github.graphql.user.follows.models import RawFollows
-
-
-def get_user_followers(
-    user_id: str, first: int = 100, after: str = "", access_token: Optional[str] = None
-) -> RawFollows:
-    """gets user's followers and users following'"""
-
-    variables: Dict[str, Union[str, int]] = (
-        {"login": user_id, "first": first, "after": after}
-        if after != ""
-        else {"login": user_id, "first": first}
-    )
-
-    query_str: str = (
-        """
-        query getUser($login: String!, $first: Int!, $after: String!) {
-            user(login: $login){
-                followers(first: $first, after: $after){
-                    nodes{
-                        name,
-                        login,
-                        url
-                    }
-                    pageInfo{
-                        hasNextPage,
-                        endCursor
-                    }
-                }
-            }
-        }
-    """
-        if after != ""
-        else """
-        query getUser($login: String!, $first: Int!) {
-            user(login: $login){
-                followers(first: $first){
-                    nodes{
-                        name,
-                        login,
-                        url
-                    }
-                    pageInfo{
-                        hasNextPage,
-                        endCursor
-                    }
-                }
-            }
-        }
-    """
-    )
-
-    query = {
-        "variables": variables,
-        "query": query_str,
-    }
-
-    output_dict = get_template(query, access_token)["data"]["user"]["followers"]
-    return RawFollows.model_validate(output_dict)
-
-
-def get_user_following(
-    user_id: str, first: int = 10, after: str = "", access_token: Optional[str] = None
-) -> RawFollows:
-    """gets user's followers and users following'"""
-
-    variables: Dict[str, Union[str, int]] = (
-        {"login": user_id, "first": first, "after": after}
-        if after != ""
-        else {"login": user_id, "first": first}
-    )
-
-    query_str: str = (
-        """
-        query getUser($login: String!, $first: Int!, $after: String!) {
-            user(login: $login){
-                following(first: $first, after: $after){
-                    nodes{
-                        name,
-                        login,
-                        url
-                    }
-                    pageInfo{
-                        hasNextPage,
-                        endCursor
-                    }
-                }
-            }
-        }
-    """
-        if after != ""
-        else """
-        query getUser($login: String!, $first: Int!) {
-            user(login: $login){
-                following(first: $first){
-                    nodes{
-                        name,
-                        login,
-                        url
-                    }
-                    pageInfo{
-                        hasNextPage,
-                        endCursor
-                    }
-                }
-            }
-        }
-    """
-    )
-
-    query = {
-        "variables": variables,
-        "query": query_str,
-    }
-
-    output_dict = get_template(query, access_token)["data"]["user"]["following"]
-    return RawFollows.model_validate(output_dict)
diff --git a/frontend/backend/src/data/github/graphql/user/follows/models.py b/frontend/backend/src/data/github/graphql/user/follows/models.py
deleted file mode 100644
index 82fcaac0..00000000
--- a/frontend/backend/src/data/github/graphql/user/follows/models.py
+++ /dev/null
@@ -1,18 +0,0 @@
-from typing import List, Optional
-
-from pydantic import BaseModel, Field
-
-from src.models import User
-
-
-class PageInfo(BaseModel):
-    has_next_page: bool = Field(alias="hasNextPage")
-    end_cursor: Optional[str] = Field(alias="endCursor")
-
-    class Config:
-        allow_none = True
-
-
-class RawFollows(BaseModel):
-    nodes: List[User]
-    page_info: PageInfo = Field(alias="pageInfo")
diff --git a/frontend/backend/src/data/github/language_map.py b/frontend/backend/src/data/github/language_map.py
deleted file mode 100644
index 920b9936..00000000
--- a/frontend/backend/src/data/github/language_map.py
+++ /dev/null
@@ -1,30 +0,0 @@
-import json
-import urllib.request
-from typing import Any, Dict
-
-BLACKLIST = [".md"]
-
-with urllib.request.urlopen(
-    "https://raw.githubusercontent.com/blakeembrey/language-map/main/languages.json"
-) as url:
-    data: Dict[str, Dict[str, Any]] = json.loads(url.read().decode())
-    languages = {
-        k: v
-        for k, v in data.items()
-        if v["type"] in ["programming", "markup"] and "color" in v and "extensions" in v
-    }
-    extensions: Dict[str, Dict[str, str]] = {}
-    for lang_name, lang in languages.items():
-        for extension in lang["extensions"]:
-            if extension not in BLACKLIST:
-                extensions[extension] = {"color": lang["color"], "name": lang_name}
-    extensions = dict(sorted(extensions.items(), key=lambda x: x[0]))
-    extensions[".tsx"]["name"] = "TypeScript"
-    extensions[".tsx"]["color"] = "#2B7489"
-    extensions[".cs"]["name"] = "C#"
-    extensions[".cs"]["color"] = "#178600"
-    extensions[".ml"]["name"] = "OCaml"
-    extensions[".ml"]["color"] = "#3BE133"
-
-    with open("src/data/github/extensions.json", "w") as f:
-        json.dump(extensions, f, indent=4)
diff --git a/frontend/backend/src/data/github/rest/__init__.py b/frontend/backend/src/data/github/rest/__init__.py
deleted file mode 100644
index 008de45e..00000000
--- a/frontend/backend/src/data/github/rest/__init__.py
+++ /dev/null
@@ -1,17 +0,0 @@
-from src.data.github.rest.commit import get_commit_files
-from src.data.github.rest.models import RawCommit, RawCommitFile
-from src.data.github.rest.repo import get_repo_commits, get_repo_stargazers
-from src.data.github.rest.template import RESTError, RESTErrorNotFound
-from src.data.github.rest.user import get_user, get_user_starred_repos
-
-__all__ = [
-    "get_commit_files",
-    "RawCommit",
-    "RawCommitFile",
-    "get_repo_commits",
-    "get_repo_stargazers",
-    "RESTError",
-    "RESTErrorNotFound",
-    "get_user",
-    "get_user_starred_repos",
-]
diff --git a/frontend/backend/src/data/github/rest/commit.py b/frontend/backend/src/data/github/rest/commit.py
deleted file mode 100644
index a61a2a1e..00000000
--- a/frontend/backend/src/data/github/rest/commit.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from typing import List, Optional
-
-from src.data.github.rest.models import RawCommitFile
-from src.data.github.rest.template import get_template
-
-BASE_URL = "https://api.github.com/repos/"
-
-
-def get_commit_files(
-    owner: str, repo: str, sha: str, access_token: Optional[str] = None
-) -> Optional[List[RawCommitFile]]:
-    """
-    Returns raw repository data
-    :param owner: repository owner
-    :param repo: repository name
-    :param sha: commit sha
-    :param access_token: GitHub access token
-    :return: repository data
-    """
-
-    try:
-        output = get_template(
-            BASE_URL + owner + "/" + repo + "/commits/" + sha, access_token
-        )
-        files = output["files"]
-        return [RawCommitFile.model_validate(f) for f in files]
-    except Exception:
-        return None
diff --git a/frontend/backend/src/data/github/rest/models.py b/frontend/backend/src/data/github/rest/models.py
deleted file mode 100644
index d441d84a..00000000
--- a/frontend/backend/src/data/github/rest/models.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from datetime import datetime
-
-from pydantic import BaseModel
-
-
-class RawCommit(BaseModel):
-    timestamp: datetime
-    node_id: str
-
-
-class RawCommitFile(BaseModel):
-    filename: str
-    additions: int
-    deletions: int
diff --git a/frontend/backend/src/data/github/rest/repo.py b/frontend/backend/src/data/github/rest/repo.py
deleted file mode 100644
index a394259b..00000000
--- a/frontend/backend/src/data/github/rest/repo.py
+++ /dev/null
@@ -1,174 +0,0 @@
-import logging
-from datetime import datetime
-from typing import Any, Dict, List, Optional
-
-from src.data.github.rest.models import RawCommit
-from src.data.github.rest.template import RESTError, get_template, get_template_plural
-
-BASE_URL = "https://api.github.com/repos/"
-
-
-# NOTE: unused, untested
-def get_repo(access_token: str, owner: str, repo: str) -> Dict[str, Any]:
-    """
-    Returns raw repository data
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: repository data
-    """
-    return get_template(BASE_URL + owner + "/" + repo, access_token)
-
-
-# NOTE: unused, untested
-def get_repo_languages(
-    access_token: str, owner: str, repo: str
-) -> List[Dict[str, Any]]:
-    """
-    Returns repository language breakdown
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: repository language breakdown
-    """
-    return get_template_plural(
-        BASE_URL + owner + "/" + repo + "/languages", access_token
-    )
-
-
-def get_repo_stargazers(
-    access_token: str, owner: str, repo: str, per_page: int = 100, page: int = 1
-) -> List[Dict[str, Any]]:
-    """
-    Returns stargazers with timestamp for repository
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :param per_page: number of items per page
-    :param page: page number
-    :return: stargazers with timestamp for repository
-    """
-    return get_template_plural(
-        BASE_URL + owner + "/" + repo + "/stargazers",
-        access_token,
-        per_page=per_page,
-        page=page,
-        accept_header="applicaiton/vnd.github.v3.star+json",
-    )
-
-
-# NOTE: unused, untested
-# does not accept per page, exceeds if necessary
-def get_repo_code_frequency(access_token: str, owner: str, repo: str) -> Dict[str, Any]:
-    """
-    Returns code frequency for repository
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: code frequency for repository
-    """
-    return get_template(
-        BASE_URL + owner + "/" + repo + "/stats/code_frequency", access_token
-    )
-
-
-# NOTE: unused, untested
-def get_repo_commit_activity(
-    access_token: str, owner: str, repo: str
-) -> Dict[str, Any]:
-    """
-    Returns commit activity for past year, broken by week
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: commit activity for past year, broken by week
-    """
-    return get_template(
-        BASE_URL + owner + "/" + repo + "/stats/commit_activity", access_token
-    )
-
-
-# NOTE: unused, untested
-def get_repo_contributors(access_token: str, owner: str, repo: str) -> Dict[str, Any]:
-    """
-    Returns contributors for a repository
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: contributors for a repository
-    """
-    return get_template(
-        BASE_URL + owner + "/" + repo + "/stats/contributors", access_token
-    )
-
-
-# NOTE: unused, untested
-def get_repo_weekly_commits(access_token: str, owner: str, repo: str) -> Dict[str, Any]:
-    """
-    Returns contributions by week, owner/non-owner
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :return: contributions by week, owner/non-owner
-    """
-    return get_template(
-        BASE_URL + owner + "/" + repo + "/stats/participation", access_token
-    )
-
-
-# NOTE: unused, untested
-def get_repo_hourly_commits(access_token: str, owner: str, repo: str) -> Dict[str, Any]:
-    """
-    Returns contributions by day, hour for repository
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    """
-    return get_template(
-        BASE_URL + owner + "/" + repo + "/stats/punch_card", access_token
-    )
-
-
-def get_repo_commits(
-    owner: str,
-    repo: str,
-    user: Optional[str] = None,
-    since: Optional[datetime] = None,
-    until: Optional[datetime] = None,
-    page: int = 1,
-    access_token: Optional[str] = None,
-) -> List[RawCommit]:
-    """
-    Returns most recent commits
-    :param access_token: GitHub access token
-    :param owner: repository owner
-    :param repo: repository name
-    :param user: optional GitHub user if not owner
-    :param since: optional datetime to start from
-    :param until: optional datetime to end at
-    :param page: optional page number
-    :return: Up to 100 commits from page
-    """
-    user = user if user is not None else owner
-    query = BASE_URL + owner + "/" + repo + "/commits?author=" + user
-    if since is not None:
-        query += f"&since={str(since)}"
-    if until is not None:
-        query += f"&until={str(until)}"
-    try:
-        data = get_template_plural(query, access_token, page=page)
-
-        def extract_info(x: Any) -> RawCommit:
-            dt = x["commit"]["committer"]["date"]
-            temp = {
-                "timestamp": datetime.strptime(dt, "%Y-%m-%dT%H:%M:%SZ"),
-                "node_id": x["node_id"],
-            }
-            return RawCommit.model_validate(temp)
-
-        return list(map(extract_info, data))
-    except RESTError:
-        return []
-    except Exception as e:
-        logging.exception(e)
-        return []
diff --git a/frontend/backend/src/data/github/rest/template.py b/frontend/backend/src/data/github/rest/template.py
deleted file mode 100644
index b82185cd..00000000
--- a/frontend/backend/src/data/github/rest/template.py
+++ /dev/null
@@ -1,112 +0,0 @@
-from datetime import datetime
-from typing import Any, Dict, List, Optional
-
-import requests
-from requests.exceptions import ReadTimeout
-
-from src.constants import TIMEOUT
-from src.data.github.utils import get_access_token
-
-s = requests.session()
-
-
-class RESTError(Exception):
-    pass
-
-
-class RESTErrorUnauthorized(RESTError):
-    pass
-
-
-class RESTErrorNotFound(RESTError):
-    pass
-
-
-class RESTErrorEmptyRepo(RESTError):
-    pass
-
-
-class RESTErrorTimeout(RESTError):
-    pass
-
-
-def _get_template(
-    query: str,
-    params: Dict[str, Any],
-    accept_header: str,
-    access_token: Optional[str] = None,
-    retries: int = 0,
-) -> Any:
-    """
-    Internal template for interacting with the GitHub REST API
-    :param query: The query to be sent to the GitHub API
-    :param params: The parameters to be sent to the GitHub API
-    :param access_token: The access token to be sent to the GitHub API
-    :param accept_header: The accept header to be sent to the GitHub API
-    :return: The response from the GitHub API
-    """
-    start = datetime.now()
-
-    new_access_token = get_access_token(access_token)
-    headers: Dict[str, str] = {
-        "Accept": accept_header,
-        "Authorization": f"bearer {new_access_token}",
-    }
-
-    try:
-        r = s.get(query, params=params, headers=headers, timeout=TIMEOUT)
-    except ReadTimeout:
-        raise RESTErrorTimeout("REST Error: Request Timeout")
-
-    if r.status_code == 200:
-        print("REST API", new_access_token, datetime.now() - start)
-        return r.json()
-
-    if r.status_code == 401:
-        raise RESTErrorUnauthorized("REST Error: Unauthorized")
-
-    if r.status_code == 404:
-        raise RESTErrorNotFound("REST Error: Not Found")
-
-    if r.status_code == 409:
-        raise RESTErrorEmptyRepo("REST Error: Empty Repository")
-
-    if retries < 3:
-        print("REST Error, Retrying:", new_access_token)
-        return _get_template(query, params, accept_header, access_token, retries + 1)
-    raise RESTError(f"REST Error: {str(r.status_code)}")
-
-
-def get_template(
-    query: str,
-    access_token: Optional[str] = None,
-    accept_header: str = "application/vnd.github.v3+json",
-) -> Dict[str, Any]:
-    """
-    Template for interacting with the GitHub REST API (singular)
-    :param query: The query to be sent to the GitHub API
-    :param access_token: The access token to be sent to the GitHub API
-    :param accept_header: The accept header to be sent to the GitHub API
-    :return: The response from the GitHub API
-    """
-    return _get_template(query, {}, accept_header, access_token)
-
-
-def get_template_plural(
-    query: str,
-    access_token: Optional[str] = None,
-    per_page: int = 100,
-    page: int = 1,
-    accept_header: str = "application/vnd.github.v3+json",
-) -> List[Dict[str, Any]]:
-    """
-    Template for interacting with the GitHub REST API (plural)
-    :param query: The query to be sent to the GitHub API
-    :param access_token: The access token to be sent to the GitHub API
-    :param per_page: The number of items to be returned per page
-    :param page: The page number to be returned
-    :param accept_header: The accept header to be sent to the GitHub API
-    :return: The response from the GitHub API
-    """
-    params: Dict[str, str] = {"per_page": str(per_page), "page": str(page)}
-    return _get_template(query, params, accept_header, access_token)
diff --git a/frontend/backend/src/data/github/rest/user.py b/frontend/backend/src/data/github/rest/user.py
deleted file mode 100644
index 527049b5..00000000
--- a/frontend/backend/src/data/github/rest/user.py
+++ /dev/null
@@ -1,32 +0,0 @@
-from typing import Any, Dict, List
-
-from src.data.github.rest.template import get_template, get_template_plural
-
-BASE_URL = "https://api.github.com/users/"
-
-
-def get_user(user_id: str, access_token: str) -> Dict[str, Any]:
-    """
-    Returns raw user data
-    :param user_id: GitHub user id
-    :param access_token: GitHub access token
-    """
-    return get_template(BASE_URL + user_id, access_token)
-
-
-def get_user_starred_repos(
-    user_id: str, access_token: str, per_page: int = 100, page: int = 1
-) -> List[Dict[str, Any]]:
-    """
-    Returns list of starred repos
-    :param user_id: GitHub user id
-    :param access_token: GitHub access token
-    :param per_page: number of repos to return per page
-    """
-    return get_template_plural(
-        BASE_URL + user_id + "/starred",
-        access_token,
-        per_page=per_page,
-        page=page,
-        accept_header="application/vnd.github.v3.star+json",
-    )
diff --git a/frontend/backend/src/data/github/utils.py b/frontend/backend/src/data/github/utils.py
deleted file mode 100644
index f3975892..00000000
--- a/frontend/backend/src/data/github/utils.py
+++ /dev/null
@@ -1,7 +0,0 @@
-from typing import Optional
-
-from src.data.mongo.secret import get_random_key
-
-
-def get_access_token(access_token: Optional[str] = None) -> str:
-    return access_token if access_token is not None else get_random_key()
diff --git a/frontend/backend/src/data/mongo/__init__.py b/frontend/backend/src/data/mongo/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/data/mongo/main.py b/frontend/backend/src/data/mongo/main.py
deleted file mode 100644
index c8964063..00000000
--- a/frontend/backend/src/data/mongo/main.py
+++ /dev/null
@@ -1,29 +0,0 @@
-from motor.core import AgnosticCollection
-from motor.motor_asyncio import AsyncIOMotorClient
-
-from src.constants import LOCAL, MONGODB_PASSWORD, PROD
-
-
-def get_conn_str(password: str, database: str) -> str:
-    return f"mongodb+srv://root:{password}@backend2.e50j8dp.mongodb.net/{database}?retryWrites=true&w=majority"
-
-
-if LOCAL:
-    DB = None
-elif PROD:
-    conn_str = get_conn_str(MONGODB_PASSWORD, "prod_backend")
-    CLIENT = AsyncIOMotorClient(
-        conn_str, serverSelectionTimeoutMS=5000, tlsInsecure=True
-    )
-    DB = CLIENT.prod_backend  # type: ignore
-else:
-    conn_str = get_conn_str(MONGODB_PASSWORD, "dev_backend")
-    CLIENT = AsyncIOMotorClient(  # type: ignore
-        conn_str, serverSelectionTimeoutMS=5000, tlsInsecure=True
-    )
-    DB = CLIENT.dev_backend  # type: ignore
-
-# Overwrite type since only None if Local=True
-SECRETS: AgnosticCollection = None if DB is None else DB.secrets  # type: ignore
-USERS: AgnosticCollection = None if DB is None else DB.users  # type: ignore
-USER_MONTHS: AgnosticCollection = None if DB is None else DB.user_months  # type: ignore
diff --git a/frontend/backend/src/data/mongo/secret/__init__.py b/frontend/backend/src/data/mongo/secret/__init__.py
deleted file mode 100644
index 2ed1ba10..00000000
--- a/frontend/backend/src/data/mongo/secret/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from src.data.mongo.secret.functions import get_random_key, update_keys
-
-__all__ = ["get_random_key", "update_keys"]
diff --git a/frontend/backend/src/data/mongo/secret/functions.py b/frontend/backend/src/data/mongo/secret/functions.py
deleted file mode 100644
index c3f0bb1b..00000000
--- a/frontend/backend/src/data/mongo/secret/functions.py
+++ /dev/null
@@ -1,35 +0,0 @@
-from datetime import timedelta
-from random import randint
-from typing import Any, Dict, List, Optional, Tuple
-
-from src.constants import TEST_TOKEN
-from src.data.mongo.main import SECRETS
-from src.data.mongo.secret.models import SecretModel
-from src.utils import alru_cache
-
-
-@alru_cache(ttl=timedelta(minutes=15))
-async def get_keys(no_cache: bool = False) -> Tuple[bool, List[str]]:
-    return (False, [])
-    secrets: Optional[Dict[str, Any]] = await SECRETS.find_one({"project": "main"})
-    if secrets is None:
-        return (False, [])
-
-    tokens = SecretModel.model_validate(secrets).access_tokens
-    return (True, tokens)
-
-
-secret_keys: List[str] = []
-
-
-async def update_keys(no_cache: bool = False) -> None:
-    global secret_keys
-    secret_keys = await get_keys(no_cache=no_cache)
-
-
-def get_random_key() -> str:
-    global secret_keys
-    if len(secret_keys) == 0:
-        return TEST_TOKEN
-
-    return secret_keys[randint(0, len(secret_keys) - 1)]
diff --git a/frontend/backend/src/data/mongo/secret/models.py b/frontend/backend/src/data/mongo/secret/models.py
deleted file mode 100644
index c3d1eff9..00000000
--- a/frontend/backend/src/data/mongo/secret/models.py
+++ /dev/null
@@ -1,8 +0,0 @@
-from typing import List
-
-from pydantic import BaseModel
-
-
-class SecretModel(BaseModel):
-    project: str
-    access_tokens: List[str]
diff --git a/frontend/backend/src/data/mongo/user/__init__.py b/frontend/backend/src/data/mongo/user/__init__.py
deleted file mode 100644
index a33c74fa..00000000
--- a/frontend/backend/src/data/mongo/user/__init__.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from src.data.mongo.user.functions import delete_user, is_user_key, update_user
-from src.data.mongo.user.get import get_full_user, get_public_user
-from src.data.mongo.user.models import FullUserModel, PublicUserModel
-
-__all__ = [
-    "delete_user",
-    "is_user_key",
-    "update_user",
-    "get_full_user",
-    "get_public_user",
-    "FullUserModel",
-    "PublicUserModel",
-]
diff --git a/frontend/backend/src/data/mongo/user/functions.py b/frontend/backend/src/data/mongo/user/functions.py
deleted file mode 100644
index 74b7f7fa..00000000
--- a/frontend/backend/src/data/mongo/user/functions.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from typing import Any, Dict, Optional
-
-from src.data.mongo.main import USERS
-
-
-async def is_user_key(user_id: str, user_key: str) -> bool:
-    user: Optional[dict[str, str]] = await USERS.find_one(
-        {"user_id": user_id}, {"user_key": 1}
-    )
-    return user is not None and user.get("user_key", "") == user_key
-
-
-async def update_user(user_id: str, raw_user: Dict[str, Any]) -> None:
-    await USERS.update_one(
-        {"user_id": user_id},
-        {"$set": raw_user},
-        upsert=True,
-    )
-
-
-async def delete_user(user_id: str, user_key: str, use_user_key: bool = True) -> bool:
-    if use_user_key:
-        is_key = await is_user_key(user_id, user_key)
-        if not is_key:
-            return False
-
-    await USERS.delete_one({"user_id": user_id})
-    return True
diff --git a/frontend/backend/src/data/mongo/user/get.py b/frontend/backend/src/data/mongo/user/get.py
deleted file mode 100644
index 6b8ef812..00000000
--- a/frontend/backend/src/data/mongo/user/get.py
+++ /dev/null
@@ -1,38 +0,0 @@
-from typing import Any, Dict, Optional, Tuple
-
-from pydantic import ValidationError
-
-from src.data.mongo.main import USERS
-from src.data.mongo.user.models import FullUserModel, PublicUserModel
-from src.utils import alru_cache
-
-
-@alru_cache()
-async def get_public_user(
-    user_id: str, no_cache: bool = False
-) -> Tuple[bool, Optional[PublicUserModel]]:
-    return (False, None)
-    user: Optional[Dict[str, Any]] = await USERS.find_one({"user_id": user_id})
-    if user is None:
-        # flag is false, don't cache
-        return (False, None)
-    try:
-        return (True, PublicUserModel.model_validate(user))
-    except (TypeError, KeyError, ValidationError):
-        return (False, None)
-
-
-@alru_cache()
-async def get_full_user(
-    user_id: str, no_cache: bool = False
-) -> Tuple[bool, Optional[FullUserModel]]:
-    user: Optional[Dict[str, Any]] = await USERS.find_one({"user_id": user_id})
-
-    if user is None:
-        # flag is false, don't cache
-        return (False, None)
-
-    try:
-        return (True, FullUserModel.model_validate(user))
-    except (TypeError, KeyError, ValidationError):
-        return (False, None)
diff --git a/frontend/backend/src/data/mongo/user/models.py b/frontend/backend/src/data/mongo/user/models.py
deleted file mode 100644
index 26ef9320..00000000
--- a/frontend/backend/src/data/mongo/user/models.py
+++ /dev/null
@@ -1,21 +0,0 @@
-from typing import Optional
-
-from pydantic import BaseModel, validator
-
-
-class PublicUserModel(BaseModel):
-    user_id: str
-    access_token: str
-    private_access: Optional[bool]
-
-    class Config:
-        from_attributes = True
-        validate_assignment = True
-
-    @validator("private_access", pre=True, always=True)
-    def set_name(cls, private_access: Optional[bool]):
-        return False if private_access is None else private_access
-
-
-class FullUserModel(PublicUserModel):
-    user_key: Optional[str]
diff --git a/frontend/backend/src/data/mongo/user_months/__init__.py b/frontend/backend/src/data/mongo/user_months/__init__.py
deleted file mode 100644
index 1619d06e..00000000
--- a/frontend/backend/src/data/mongo/user_months/__init__.py
+++ /dev/null
@@ -1,5 +0,0 @@
-from src.data.mongo.user_months.functions import set_user_month
-from src.data.mongo.user_months.get import get_user_months
-from src.data.mongo.user_months.models import UserMonth
-
-__all__ = ["set_user_month", "get_user_months", "UserMonth"]
diff --git a/frontend/backend/src/data/mongo/user_months/functions.py b/frontend/backend/src/data/mongo/user_months/functions.py
deleted file mode 100644
index 4a38def9..00000000
--- a/frontend/backend/src/data/mongo/user_months/functions.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from src.data.mongo.main import USER_MONTHS
-from src.data.mongo.user_months.models import UserMonth
-
-
-async def set_user_month(user_month: UserMonth):
-    return
-    compressed_user_month = user_month.model_dump()
-    compressed_user_month["data"] = user_month.data.compress()
-
-    await USER_MONTHS.update_one(
-        {"user_id": user_month.user_id, "month": user_month.month},
-        {"$set": compressed_user_month},
-        upsert=True,
-    )
diff --git a/frontend/backend/src/data/mongo/user_months/get.py b/frontend/backend/src/data/mongo/user_months/get.py
deleted file mode 100644
index 8869ea48..00000000
--- a/frontend/backend/src/data/mongo/user_months/get.py
+++ /dev/null
@@ -1,53 +0,0 @@
-from datetime import date, datetime
-from typing import Any, Dict, List
-
-from src.constants import API_VERSION, USER_WHITELIST
-from src.data.mongo.main import USER_MONTHS
-from src.data.mongo.user_months.models import UserMonth
-from src.models import UserPackage
-
-
-async def get_user_months(
-    user_id: str, private_access: bool, start_month: date, end_month: date
-) -> List[UserMonth]:
-    return []
-    start = datetime(start_month.year, start_month.month, 1)
-    end = datetime(end_month.year, end_month.month, 28)
-    today = datetime.now()
-
-    filters = {
-        "user_id": user_id,
-        "month": {"$gte": start, "$lte": end},
-        "version": API_VERSION,
-    }
-
-    if private_access:
-        filters["private"] = True
-
-    months: List[Dict[str, Any]] = await USER_MONTHS.find(filters).to_list(length=None)  # type: ignore
-
-    months_data: List[UserMonth] = []
-    for month in months:
-        date_obj: datetime = month["month"]
-        complete = (
-            not (date_obj.year == today.year and date_obj.month == today.month)
-            or user_id in USER_WHITELIST
-        )
-        try:
-            data = UserPackage.decompress(month["data"])
-            months_data.append(
-                UserMonth.model_validate(
-                    {
-                        "user_id": user_id,
-                        "month": month["month"],
-                        "version": API_VERSION,
-                        "private": month["private"],
-                        "complete": complete,
-                        "data": data.model_dump(),
-                    }
-                )
-            )
-        except Exception:
-            pass
-
-    return months_data
diff --git a/frontend/backend/src/data/mongo/user_months/models.py b/frontend/backend/src/data/mongo/user_months/models.py
deleted file mode 100644
index 76ff34bd..00000000
--- a/frontend/backend/src/data/mongo/user_months/models.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from datetime import datetime
-
-from pydantic import BaseModel
-
-from src.models import UserPackage
-
-
-class UserMonth(BaseModel):
-    user_id: str
-    month: datetime
-    version: float
-    private: bool
-    complete: bool
-    data: UserPackage
diff --git a/frontend/backend/src/main.py b/frontend/backend/src/main.py
deleted file mode 100644
index 07df7095..00000000
--- a/frontend/backend/src/main.py
+++ /dev/null
@@ -1,70 +0,0 @@
-from typing import Dict
-
-import sentry_sdk
-from dotenv import find_dotenv, load_dotenv
-from fastapi import FastAPI
-from fastapi.middleware.cors import CORSMiddleware
-from sentry_sdk.integrations.asgi import SentryAsgiMiddleware
-
-load_dotenv(find_dotenv())
-
-# flake8: noqa E402
-
-# add endpoints here (after load dotenv)
-from src.constants import PROD, SENTRY_DSN
-from src.routers import (
-    asset_router,
-    auth_router,
-    dev_router,
-    user_router,
-    wrapped_router,
-)
-
-"""
-SETUP
-"""
-
-app = FastAPI()
-
-origins = [
-    "http://localhost:3000",
-    "http://localhost:3001",
-    "https://githubtrends.io",
-    "https://www.githubtrends.io",
-    "https://githubwrapped.io",
-    "https://www.githubwrapped.io",
-]
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=origins,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-sentry_sdk.init(
-    SENTRY_DSN,
-    traces_sample_rate=(1.0 if PROD else 1.0),
-)
-
-app.add_middleware(
-    SentryAsgiMiddleware,
-)
-
-
-@app.get("/")
-async def read_root() -> Dict[str, str]:
-    return {"Hello": "World"}
-
-
-@app.get("/info")
-def get_info() -> Dict[str, bool]:
-    return {"PROD": PROD}
-
-
-app.include_router(asset_router, prefix="/assets", tags=["Assets"])
-app.include_router(auth_router, prefix="/auth", tags=["Auth"])
-app.include_router(dev_router, prefix="/dev", tags=["Dev"])
-app.include_router(user_router, prefix="/user", tags=["Users"])
-app.include_router(wrapped_router, prefix="/wrapped", tags=["Wrapped"])
diff --git a/frontend/backend/src/models/__init__.py b/frontend/backend/src/models/__init__.py
deleted file mode 100644
index a9f4ca8c..00000000
--- a/frontend/backend/src/models/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-from src.models.user.contribs import (
-    ContributionDay,
-    Language,
-    RepoContributionStats,
-    UserContributions,
-)
-from src.models.user.follows import User, UserFollows
-from src.models.user.main import UserPackage
-from src.models.wrapped.calendar import (
-    CalendarData,
-    CalendarDayDatum,
-    CalendarLanguageDayDatum,
-)
-from src.models.wrapped.langs import LangData, LangDatum
-from src.models.wrapped.main import WrappedPackage
-from src.models.wrapped.numeric import ContribStats, LOCStats, MiscStats, NumericData
-from src.models.wrapped.repos import RepoData, RepoDatum
-from src.models.wrapped.time import DayData, MonthData, TimeDatum
-from src.models.wrapped.timestamps import TimestampData, TimestampDatum
-
-__all__ = [
-    "ContributionDay",
-    "Language",
-    "RepoContributionStats",
-    "UserContributions",
-    "User",
-    "UserFollows",
-    "UserPackage",
-    "CalendarData",
-    "CalendarDayDatum",
-    "CalendarLanguageDayDatum",
-    "LangData",
-    "LangDatum",
-    "WrappedPackage",
-    "ContribStats",
-    "LOCStats",
-    "MiscStats",
-    "NumericData",
-    "RepoData",
-    "RepoDatum",
-    "DayData",
-    "MonthData",
-    "TimeDatum",
-    "TimestampData",
-    "TimestampDatum",
-]
diff --git a/frontend/backend/src/models/background.py b/frontend/backend/src/models/background.py
deleted file mode 100644
index 3676af09..00000000
--- a/frontend/backend/src/models/background.py
+++ /dev/null
@@ -1,12 +0,0 @@
-from datetime import date
-from typing import Optional
-
-from pydantic import BaseModel
-
-
-class UpdateUserBackgroundTask(BaseModel):
-    user_id: str
-    access_token: Optional[str]
-    private_access: bool
-    start_date: Optional[date]
-    end_date: Optional[date]
diff --git a/frontend/backend/src/models/svg.py b/frontend/backend/src/models/svg.py
deleted file mode 100644
index ee26a2a7..00000000
--- a/frontend/backend/src/models/svg.py
+++ /dev/null
@@ -1,23 +0,0 @@
-from typing import List, Optional
-
-from pydantic import BaseModel
-
-
-class LanguageStats(BaseModel):
-    lang: str
-    loc: int
-    percent: float
-    color: Optional[str]
-
-
-class RepoLanguage(BaseModel):
-    lang: str
-    color: Optional[str]
-    loc: int
-
-
-class RepoStats(BaseModel):
-    repo: str
-    private: bool
-    langs: List[RepoLanguage]
-    loc: int
diff --git a/frontend/backend/src/models/user/__init__.py b/frontend/backend/src/models/user/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/models/user/contribs.py b/frontend/backend/src/models/user/contribs.py
deleted file mode 100644
index 6d56894b..00000000
--- a/frontend/backend/src/models/user/contribs.py
+++ /dev/null
@@ -1,310 +0,0 @@
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Tuple
-
-from pydantic import BaseModel
-
-
-class Language(BaseModel):
-    color: Optional[str]
-    additions: int
-    deletions: int
-
-    def compress(self) -> List[Any]:
-        return [self.color, self.additions, self.deletions]
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "Language":
-        return Language(color=data[0], additions=data[1], deletions=data[2])
-
-    def __add__(self, other: "Language") -> "Language":
-        return Language(
-            color=self.color,
-            additions=self.additions + other.additions,
-            deletions=self.deletions + other.deletions,
-        )
-
-
-class ContributionStats(BaseModel):
-    contribs_count: int
-    commits_count: int
-    issues_count: int
-    prs_count: int
-    reviews_count: int
-    repos_count: int
-    other_count: int
-    languages: Dict[str, Language]
-
-    def compress(self) -> List[Any]:
-        out: List[Any] = [
-            [
-                self.contribs_count,
-                self.commits_count,
-                self.issues_count,
-                self.prs_count,
-                self.reviews_count,
-                self.repos_count,
-                self.other_count,
-            ],
-            *[[name] + stats.compress() for name, stats in self.languages.items()],
-        ]
-
-        return out
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "ContributionStats":
-        return ContributionStats(
-            contribs_count=data[0][0],
-            commits_count=data[0][1],
-            issues_count=data[0][2],
-            prs_count=data[0][3],
-            reviews_count=data[0][4],
-            repos_count=data[0][5],
-            other_count=data[0][6],
-            languages={x[0]: Language.decompress(x[1:]) for x in data[1:]},
-        )
-
-    def __add__(self, other: "ContributionStats") -> "ContributionStats":
-        languages = self.languages
-        for lang, lang_obj in other.languages.items():
-            if lang in languages:
-                languages[lang] += lang_obj
-            else:
-                languages[lang] = lang_obj
-
-        return ContributionStats(
-            contribs_count=self.contribs_count + other.contribs_count,
-            commits_count=self.commits_count + other.commits_count,
-            issues_count=self.issues_count + other.issues_count,
-            prs_count=self.prs_count + other.prs_count,
-            reviews_count=self.reviews_count + other.reviews_count,
-            repos_count=self.repos_count + other.repos_count,
-            other_count=self.other_count + other.other_count,
-            languages=languages,
-        )
-
-    @classmethod
-    def empty(cls) -> "ContributionStats":
-        return ContributionStats(
-            contribs_count=0,
-            commits_count=0,
-            issues_count=0,
-            prs_count=0,
-            reviews_count=0,
-            repos_count=0,
-            other_count=0,
-            languages={},
-        )
-
-
-class ContributionLists(BaseModel):
-    commits: List[datetime]
-    issues: List[datetime]
-    prs: List[datetime]
-    reviews: List[datetime]
-    repos: List[datetime]
-
-    def compress(self) -> List[Any]:
-        return [self.commits, self.issues, self.prs, self.reviews, self.repos]
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "ContributionLists":
-        return ContributionLists(
-            commits=data[0], issues=data[1], prs=data[2], reviews=data[3], repos=data[4]
-        )
-
-
-class ContributionDay(BaseModel):
-    date: str
-    weekday: int
-    stats: ContributionStats
-    lists: ContributionLists
-
-    def compress(self) -> List[Any]:
-        return [
-            self.date,
-            self.weekday,
-            self.stats.compress(),
-            self.lists.compress(),
-        ]
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "ContributionDay":
-        return ContributionDay(
-            date=data[0],
-            weekday=data[1],
-            stats=ContributionStats.decompress(data[2]),
-            lists=ContributionLists.decompress(data[3]),
-        )
-
-
-class RepoContributionStats(ContributionStats, BaseModel):
-    private: bool
-    contribs_count: int
-    commits_count: int
-    issues_count: int
-    prs_count: int
-    reviews_count: int
-    repos_count: int
-    other_count: int
-    languages: Dict[str, Language]
-
-    def compress(self) -> List[Any]:
-        out = super().compress()
-        out[0].append(self.private)
-        return out
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "RepoContributionStats":
-        contribs = super().decompress(data).model_dump()
-        contribs["private"] = data[0][7]
-        return RepoContributionStats(**contribs)
-
-    def __add__(  # type: ignore
-        self, other: "RepoContributionStats"
-    ) -> "RepoContributionStats":
-        new_self = ContributionStats(**self.model_dump())
-        new_other = ContributionStats(**other.model_dump())
-        combined = (new_self + new_other).model_dump()
-        combined["private"] = self.private
-        return RepoContributionStats(**combined)
-
-
-class UserContributions(BaseModel):
-    total_stats: ContributionStats
-    public_stats: ContributionStats
-    total: List[ContributionDay]
-    public: List[ContributionDay]
-    repo_stats: Dict[str, RepoContributionStats]
-    repos: Dict[str, List[ContributionDay]]
-
-    def compress(self) -> List[Any]:
-        new_total_stats = self.total_stats.compress()
-        new_public_stats = self.public_stats.compress()
-        new_total = [x.compress() for x in self.total]
-        new_public = [x.compress() for x in self.public]
-        new_repo_stats = {k: v.compress() for k, v in self.repo_stats.items()}
-        new_repos = {k: [x.compress() for x in v] for k, v in self.repos.items()}
-
-        return [
-            new_total_stats,
-            new_public_stats,
-            new_total,
-            new_public,
-            new_repo_stats,
-            new_repos,
-        ]
-
-    @classmethod
-    def decompress(cls, data: List[Any]) -> "UserContributions":
-        total_stats = ContributionStats.decompress(data[0])
-        public_stats = ContributionStats.decompress(data[1])
-        total = [ContributionDay.decompress(x) for x in data[2]]
-        public = [ContributionDay.decompress(x) for x in data[3]]
-        repo_stats = {
-            k: RepoContributionStats.decompress(v) for k, v in data[4].items()
-        }
-        repos = {
-            k: [ContributionDay.decompress(x) for x in v] for k, v in data[5].items()
-        }
-
-        return UserContributions(
-            total_stats=total_stats,
-            public_stats=public_stats,
-            total=total,
-            public=public,
-            repo_stats=repo_stats,
-            repos=repos,
-        )
-
-    def __add__(self, other: "UserContributions") -> "UserContributions":
-        new_total_stats = self.total_stats + other.total_stats
-        new_public_stats = self.public_stats + other.public_stats
-        new_total = sorted(self.total + other.total, key=lambda x: x.date)
-        new_public = sorted(self.public + other.public, key=lambda x: x.date)
-        new_repo_stats = self.repo_stats
-        for repo, stats in other.repo_stats.items():
-            if repo in new_repo_stats:
-                new_repo_stats[repo] += stats
-            else:
-                new_repo_stats[repo] = stats
-        new_repos = self.repos
-        for repo, days in other.repos.items():
-            if repo in new_repos:
-                new_repos[repo] = sorted(new_repos[repo] + days, key=lambda x: x.date)
-            else:
-                new_repos[repo] = days
-
-        return UserContributions(
-            total_stats=new_total_stats,
-            public_stats=new_public_stats,
-            total=new_total,
-            public=new_public,
-            repo_stats=new_repo_stats,
-            repos=new_repos,
-        )
-
-    @staticmethod
-    def trim_contribs(
-        contribs: List[ContributionDay], start_date: date, end_date: date
-    ) -> Tuple[List[ContributionDay], ContributionStats]:
-        new_total: List[ContributionDay] = []
-        for day in contribs:
-            curr_date = datetime.strptime(day.date, "%Y-%m-%d").date()
-            if curr_date >= start_date and curr_date <= end_date:
-                new_total.append(day)
-
-        new_languages: Dict[str, Language] = {}
-        for day in new_total:
-            for lang in day.stats.languages:
-                if lang in new_languages:
-                    new_languages[lang] += day.stats.languages[lang]
-                else:
-                    new_languages[lang] = day.stats.languages[lang]
-
-        new_stats = ContributionStats(
-            contribs_count=sum(x.stats.contribs_count for x in new_total),
-            commits_count=sum(x.stats.commits_count for x in new_total),
-            issues_count=sum(x.stats.issues_count for x in new_total),
-            prs_count=sum(x.stats.prs_count for x in new_total),
-            reviews_count=sum(x.stats.reviews_count for x in new_total),
-            repos_count=sum(x.stats.repos_count for x in new_total),
-            other_count=sum(x.stats.other_count for x in new_total),
-            languages=new_languages,
-        )
-
-        return new_total, new_stats
-
-    def trim(self, start: date, end: date) -> "UserContributions":
-        new_total, new_total_stats = self.trim_contribs(self.total, start, end)
-        new_public, new_public_stats = self.trim_contribs(self.public, start, end)
-
-        new_repos_dict: Dict[str, List[ContributionDay]] = {}
-        new_repo_stats_dict: Dict[str, RepoContributionStats] = {}
-        for repo_name, repo in self.repos.items():
-            new_repo_total, _new_repo_stats = self.trim_contribs(repo, start, end)
-            if len(new_repo_total) > 0:
-                new_repos_dict[repo_name] = new_repo_total
-                raw_new_repo_stats = _new_repo_stats.model_dump()
-                raw_new_repo_stats["private"] = self.repo_stats[repo_name].private
-                new_repo_stats = RepoContributionStats(**raw_new_repo_stats)
-                new_repo_stats_dict[repo_name] = new_repo_stats
-
-        return UserContributions(
-            total_stats=new_total_stats,
-            public_stats=new_public_stats,
-            total=new_total,
-            public=new_public,
-            repo_stats=new_repo_stats_dict,
-            repos=new_repos_dict,
-        )
-
-    @classmethod
-    def empty(cls) -> "UserContributions":
-        return UserContributions(
-            total_stats=ContributionStats.empty(),
-            public_stats=ContributionStats.empty(),
-            total=[],
-            public=[],
-            repo_stats={},
-            repos={},
-        )
diff --git a/frontend/backend/src/models/user/follows.py b/frontend/backend/src/models/user/follows.py
deleted file mode 100644
index ee878fa8..00000000
--- a/frontend/backend/src/models/user/follows.py
+++ /dev/null
@@ -1,17 +0,0 @@
-from typing import List, Optional
-
-from pydantic import BaseModel
-
-
-class User(BaseModel):
-    name: Optional[str]
-    login: str
-    url: str
-
-    class Config:
-        allow_none = True
-
-
-class UserFollows(BaseModel):
-    followers: List[User]
-    following: List[User]
diff --git a/frontend/backend/src/models/user/main.py b/frontend/backend/src/models/user/main.py
deleted file mode 100644
index ed3a0b62..00000000
--- a/frontend/backend/src/models/user/main.py
+++ /dev/null
@@ -1,34 +0,0 @@
-from datetime import date
-from typing import Any, Dict
-
-from pydantic import BaseModel
-
-from src.models.user.contribs import UserContributions
-
-# from src.models.user.follows import UserFollows
-
-
-class UserPackage(BaseModel):
-    contribs: UserContributions
-    incomplete: bool = False
-
-    def compress(self):
-        return {
-            "c": self.contribs.compress(),
-        }
-
-    @classmethod
-    def decompress(cls, data: Dict[str, Any]) -> "UserPackage":
-        return UserPackage(
-            contribs=UserContributions.decompress(data["c"]),
-        )
-
-    def __add__(self, other: "UserPackage") -> "UserPackage":
-        return UserPackage(contribs=self.contribs + other.contribs)
-
-    def trim(self, start: date, end: date) -> "UserPackage":
-        return UserPackage(contribs=self.contribs.trim(start, end))
-
-    @classmethod
-    def empty(cls) -> "UserPackage":
-        return UserPackage(contribs=UserContributions.empty())
diff --git a/frontend/backend/src/models/wrapped/__init__.py b/frontend/backend/src/models/wrapped/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/models/wrapped/calendar.py b/frontend/backend/src/models/wrapped/calendar.py
deleted file mode 100644
index 5019561e..00000000
--- a/frontend/backend/src/models/wrapped/calendar.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from typing import Dict, List
-
-from pydantic import BaseModel
-
-
-class CalendarLanguageDayDatum(BaseModel):
-    loc_added: int
-    loc_changed: int
-
-
-class CalendarDayDatum(BaseModel):
-    day: str
-    contribs: int
-    commits: int
-    issues: int
-    prs: int
-    reviews: int
-    loc_added: int
-    loc_changed: int
-    top_langs: Dict[str, CalendarLanguageDayDatum]
-
-
-class CalendarData(BaseModel):
-    days: List[CalendarDayDatum]
-
-    @classmethod
-    def empty(cls) -> "CalendarData":
-        return CalendarData(days=[])
diff --git a/frontend/backend/src/models/wrapped/langs.py b/frontend/backend/src/models/wrapped/langs.py
deleted file mode 100644
index e68abcfb..00000000
--- a/frontend/backend/src/models/wrapped/langs.py
+++ /dev/null
@@ -1,20 +0,0 @@
-from typing import List
-
-from pydantic import BaseModel
-
-
-class LangDatum(BaseModel):
-    id: str
-    label: str
-    value: int
-    formatted_value: str
-    color: str
-
-
-class LangData(BaseModel):
-    langs_changed: List[LangDatum]
-    langs_added: List[LangDatum]
-
-    @classmethod
-    def empty(cls) -> "LangData":
-        return LangData(langs_changed=[], langs_added=[])
diff --git a/frontend/backend/src/models/wrapped/main.py b/frontend/backend/src/models/wrapped/main.py
deleted file mode 100644
index 0fe759a4..00000000
--- a/frontend/backend/src/models/wrapped/main.py
+++ /dev/null
@@ -1,31 +0,0 @@
-from pydantic import BaseModel
-
-from src.models.wrapped.calendar import CalendarData
-from src.models.wrapped.langs import LangData
-from src.models.wrapped.numeric import NumericData
-from src.models.wrapped.repos import RepoData
-from src.models.wrapped.time import DayData, MonthData
-from src.models.wrapped.timestamps import TimestampData
-
-
-class WrappedPackage(BaseModel):
-    month_data: MonthData
-    day_data: DayData
-    calendar_data: CalendarData
-    numeric_data: NumericData
-    repo_data: RepoData
-    lang_data: LangData
-    timestamp_data: TimestampData
-    incomplete: bool = False
-
-    @classmethod
-    def empty(cls) -> "WrappedPackage":
-        return WrappedPackage(
-            month_data=MonthData.empty(),
-            day_data=DayData.empty(),
-            calendar_data=CalendarData.empty(),
-            numeric_data=NumericData.empty(),
-            repo_data=RepoData.empty(),
-            lang_data=LangData.empty(),
-            timestamp_data=TimestampData.empty(),
-        )
diff --git a/frontend/backend/src/models/wrapped/numeric.py b/frontend/backend/src/models/wrapped/numeric.py
deleted file mode 100644
index 3a3a0e04..00000000
--- a/frontend/backend/src/models/wrapped/numeric.py
+++ /dev/null
@@ -1,85 +0,0 @@
-from typing import Optional, Tuple
-
-from pydantic import BaseModel
-
-
-class ContribStats(BaseModel):
-    contribs: int
-    commits: int
-    issues: int
-    prs: int
-    reviews: int
-    other: int
-
-    @classmethod
-    def empty(cls) -> "ContribStats":
-        return ContribStats(
-            contribs=0,
-            commits=0,
-            issues=0,
-            prs=0,
-            reviews=0,
-            other=0,
-        )
-
-
-class MiscStats(BaseModel):
-    total_days: int
-    longest_streak: int
-    longest_streak_days: Tuple[int, int, str, str]
-    longest_gap: int
-    longest_gap_days: Tuple[int, int, str, str]
-    weekend_percent: int
-    best_day_count: int
-    best_day_date: Optional[str]
-    best_day_index: Optional[int]
-
-    @classmethod
-    def empty(cls) -> "MiscStats":
-        return MiscStats(
-            total_days=0,
-            longest_streak=0,
-            longest_streak_days=(0, 0, "", ""),
-            longest_gap=0,
-            longest_gap_days=(0, 0, "", ""),
-            weekend_percent=0,
-            best_day_count=0,
-            best_day_date=None,
-            best_day_index=None,
-        )
-
-
-class LOCStats(BaseModel):
-    loc_additions: str
-    loc_deletions: str
-    loc_changed: str
-    loc_added: str
-    loc_additions_per_commit: int
-    loc_deletions_per_commit: int
-    loc_changed_per_day: int
-
-    @classmethod
-    def empty(cls) -> "LOCStats":
-        return LOCStats(
-            loc_additions="0",
-            loc_deletions="0",
-            loc_changed="0",
-            loc_added="0",
-            loc_additions_per_commit=0,
-            loc_deletions_per_commit=0,
-            loc_changed_per_day=0,
-        )
-
-
-class NumericData(BaseModel):
-    contribs: ContribStats
-    misc: MiscStats
-    loc: LOCStats
-
-    @classmethod
-    def empty(cls) -> "NumericData":
-        return NumericData(
-            contribs=ContribStats.empty(),
-            misc=MiscStats.empty(),
-            loc=LOCStats.empty(),
-        )
diff --git a/frontend/backend/src/models/wrapped/repos.py b/frontend/backend/src/models/wrapped/repos.py
deleted file mode 100644
index ab89abd1..00000000
--- a/frontend/backend/src/models/wrapped/repos.py
+++ /dev/null
@@ -1,19 +0,0 @@
-from typing import List
-
-from pydantic import BaseModel
-
-
-class RepoDatum(BaseModel):
-    id: int
-    label: str
-    value: int
-    formatted_value: str
-
-
-class RepoData(BaseModel):
-    repos_changed: List[RepoDatum]
-    repos_added: List[RepoDatum]
-
-    @classmethod
-    def empty(cls) -> "RepoData":
-        return RepoData(repos_changed=[], repos_added=[])
diff --git a/frontend/backend/src/models/wrapped/time.py b/frontend/backend/src/models/wrapped/time.py
deleted file mode 100644
index 6e863119..00000000
--- a/frontend/backend/src/models/wrapped/time.py
+++ /dev/null
@@ -1,26 +0,0 @@
-from typing import List
-
-from pydantic import BaseModel
-
-
-class TimeDatum(BaseModel):
-    index: int
-    contribs: int
-    loc_changed: int
-    formatted_loc_changed: str
-
-
-class MonthData(BaseModel):
-    months: List[TimeDatum]
-
-    @classmethod
-    def empty(cls) -> "MonthData":
-        return MonthData(months=[])
-
-
-class DayData(BaseModel):
-    days: List[TimeDatum]
-
-    @classmethod
-    def empty(cls) -> "DayData":
-        return DayData(days=[])
diff --git a/frontend/backend/src/models/wrapped/timestamps.py b/frontend/backend/src/models/wrapped/timestamps.py
deleted file mode 100644
index 8f9f44c7..00000000
--- a/frontend/backend/src/models/wrapped/timestamps.py
+++ /dev/null
@@ -1,17 +0,0 @@
-from typing import List
-
-from pydantic import BaseModel
-
-
-class TimestampDatum(BaseModel):
-    type: str
-    weekday: int
-    timestamp: int
-
-
-class TimestampData(BaseModel):
-    contribs: List[TimestampDatum]
-
-    @classmethod
-    def empty(cls) -> "TimestampData":
-        return TimestampData(contribs=[])
diff --git a/frontend/backend/src/processing/auth.py b/frontend/backend/src/processing/auth.py
deleted file mode 100644
index e2e88143..00000000
--- a/frontend/backend/src/processing/auth.py
+++ /dev/null
@@ -1,67 +0,0 @@
-from typing import Any, Dict, Optional, Tuple
-
-from src.data.github.auth import authenticate as github_authenticate
-from src.data.mongo.user import (
-    PublicUserModel,
-    delete_user as db_delete_user,
-    get_public_user as db_get_public_user,
-    update_user as db_update_user,
-)
-from src.models.background import UpdateUserBackgroundTask
-
-# frontend first calls set_user_key with code and user_key
-# next they call authenticate which determines the user_id to associate with the code/user_key
-# these actions should happen sequentially, so in-memory storage is fine
-code_key_map: Dict[str, str] = {}
-
-
-async def set_user_key(code: str, user_key: str) -> str:
-    code_key_map[code] = user_key
-    return user_key
-
-
-async def authenticate(
-    code: str, private_access: bool
-) -> Tuple[str, Optional[UpdateUserBackgroundTask]]:
-    user_id, access_token = await github_authenticate(code)
-
-    curr_user: Optional[PublicUserModel] = await db_get_public_user(user_id)
-
-    raw_user: Dict[str, Any] = {
-        "user_id": user_id,
-        "access_token": access_token,
-        "user_key": code_key_map.get(code, None),
-        "private_access": private_access,
-    }
-
-    background_task = None
-    if curr_user is not None:
-        curr_private_access = curr_user.private_access
-        new_private_access = curr_private_access or private_access
-        raw_user["private_access"] = new_private_access
-
-        if new_private_access != curr_private_access:
-            # new private access status
-            background_task = UpdateUserBackgroundTask(
-                user_id=user_id,
-                access_token=access_token,
-                private_access=new_private_access,
-                start_date=None,
-                end_date=None,
-            )
-    else:
-        # first time sign up
-        background_task = UpdateUserBackgroundTask(
-            user_id=user_id,
-            access_token=access_token,
-            private_access=private_access,
-            start_date=None,
-            end_date=None,
-        )
-
-    # await db_update_user(user_id, raw_user)
-    return user_id, background_task
-
-
-async def delete_user(user_id: str, user_key: str, use_user_key: bool = True) -> bool:
-    return await db_delete_user(user_id, user_key, use_user_key)
diff --git a/frontend/backend/src/processing/user/__init__.py b/frontend/backend/src/processing/user/__init__.py
deleted file mode 100644
index c34d1792..00000000
--- a/frontend/backend/src/processing/user/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from src.processing.user.commits import get_top_languages, get_top_repos
-from src.processing.user.svg import svg_base
-
-__all__ = ["get_top_languages", "get_top_repos", "svg_base"]
diff --git a/frontend/backend/src/processing/user/commits.py b/frontend/backend/src/processing/user/commits.py
deleted file mode 100644
index 38f90470..00000000
--- a/frontend/backend/src/processing/user/commits.py
+++ /dev/null
@@ -1,136 +0,0 @@
-from typing import Any, Dict, List, Optional, Tuple, Union
-
-from src.constants import DEFAULT_COLOR
-from src.models import UserPackage
-from src.models.svg import LanguageStats, RepoStats
-
-dict_type = Dict[str, Union[str, int, float]]
-
-
-def loc_metric_func(loc_metric: str, additions: int, deletions: int) -> int:
-    if loc_metric == "changed":
-        return additions + deletions
-    return additions - deletions
-
-
-def get_top_languages(
-    data: UserPackage, loc_metric: str, include_private: bool
-) -> Tuple[List[LanguageStats], int]:
-    raw_languages = (
-        data.contribs.total_stats.languages
-        if include_private
-        else data.contribs.public_stats.languages
-    )
-
-    languages_list = [
-        LanguageStats(
-            lang=lang,
-            color=stats.color or DEFAULT_COLOR,
-            loc=loc_metric_func(loc_metric, stats.additions, stats.deletions),
-            percent=-1,
-        )
-        for lang, stats in raw_languages.items()
-    ]
-
-    languages_list = list(filter(lambda x: x.loc > 0, languages_list))
-
-    total_loc = sum(x.loc for x in languages_list) + 1
-    total = LanguageStats(lang="Total", color=None, loc=total_loc, percent=100)
-
-    languages_list = sorted(languages_list, key=lambda x: x.loc, reverse=True)
-    other = LanguageStats(lang="Other", color="#ededed", loc=0, percent=-1)
-    for language in languages_list[4:]:
-        other.loc = other.loc + language.loc
-
-    languages_list = [total] + languages_list[:4] + [other]
-
-    new_languages_list: List[LanguageStats] = []
-    for lang in languages_list:
-        lang.percent = float(round(100 * lang.loc / total_loc, 2))
-        if lang.percent > 1:  # 1% minimum to show
-            new_languages_list.append(LanguageStats.model_validate(lang))
-
-    commits_excluded = data.contribs.public_stats.other_count
-    if include_private:
-        commits_excluded = data.contribs.total_stats.other_count
-
-    return new_languages_list, commits_excluded
-
-
-def get_top_repos(
-    data: UserPackage, loc_metric: str, include_private: bool, group: str
-) -> Tuple[List[RepoStats], int]:
-    repos: List[Any] = [
-        {
-            "repo": repo,
-            "private": repo_stats.private,
-            "langs": [
-                {
-                    "lang": x[0],
-                    "color": x[1].color,
-                    "loc": loc_metric_func(loc_metric, x[1].additions, x[1].deletions),
-                }
-                for x in list(repo_stats.languages.items())
-            ],
-        }
-        for repo, repo_stats in data.contribs.repo_stats.items()
-        if include_private or not repo_stats.private
-    ]
-
-    for repo in repos:
-        repo["loc"] = sum(x["loc"] for x in repo["langs"])  # first estimate
-    repos = list(filter(lambda x: x["loc"] > 0, repos))
-
-    for repo in repos:
-        repo["langs"] = [x for x in repo["langs"] if x["loc"] > 0.05 * repo["loc"]]
-        repo["loc"] = sum(x["loc"] for x in repo["langs"])  # final estimate
-    repos = sorted(repos, key=lambda x: x["loc"], reverse=True)
-
-    new_repos = [
-        RepoStats.model_validate(x) for x in repos if x["loc"] > 0.01 * repos[0]["loc"]
-    ]
-
-    commits_excluded = data.contribs.public_stats.other_count
-    if include_private:
-        commits_excluded = data.contribs.total_stats.other_count
-
-    # With n bars, group from n onwards into the last bar
-    bars = 4  # TODO: make this configurable (see issues)
-
-    if group == "none" or len(new_repos) <= bars:
-        return new_repos[:bars], commits_excluded
-
-    out_repos = []
-    other_repos = []
-    if group == "other":
-        out_repos = new_repos[: bars - 1]
-        other_repos = new_repos[bars - 1 :]
-    elif group == "private":
-        public_repos = [x for x in new_repos if not x.private]
-        private_repos = [x for x in new_repos if x.private]
-        if len(public_repos) < 4 and len(private_repos) > 0:
-            public_repos += private_repos[: bars - len(public_repos) - 1]
-            private_repos = private_repos[bars - len(public_repos) - 1 :]
-        out_repos = sorted(public_repos[: bars - 1], key=lambda x: x.loc, reverse=True)
-        other_repos = public_repos[bars - 1 :] + private_repos
-    else:
-        raise ValueError("Invalid group value")
-
-    other: Dict[str, Tuple[int, Optional[str]]] = {}
-    for repo in other_repos:
-        for _lang in repo.langs:
-            lang = _lang.lang
-            if lang not in other:
-                other[lang] = (0, _lang.color)
-            other[lang] = (other[lang][0] + _lang.loc, other[lang][1])
-
-    out_repos.append(
-        RepoStats(
-            repo="other/repos",
-            private=False,
-            langs=[{"lang": k, "loc": v[0], "color": v[1]} for k, v in other.items()],  # type: ignore
-            loc=sum(v[0] for v in other.values()),
-        )
-    )
-
-    return out_repos, commits_excluded
diff --git a/frontend/backend/src/processing/user/svg.py b/frontend/backend/src/processing/user/svg.py
deleted file mode 100644
index 6a3ee8af..00000000
--- a/frontend/backend/src/processing/user/svg.py
+++ /dev/null
@@ -1,32 +0,0 @@
-from datetime import date
-from typing import Optional, Tuple
-
-from src.aggregation.layer2.user import get_user, get_user_demo
-from src.models import UserPackage
-from src.models.background import UpdateUserBackgroundTask
-from src.utils import use_time_range
-
-
-async def svg_base(
-    user_id: str,
-    start_date: date,
-    end_date: date,
-    time_range: str,
-    demo: bool,
-    no_cache: bool = False,
-) -> Tuple[Optional[UserPackage], bool, Optional[UpdateUserBackgroundTask], str]:
-    # process time_range, start_date, end_date
-    time_range = "one_month" if demo else time_range
-    start_date, end_date, time_str = use_time_range(time_range, start_date, end_date)
-    complete = True  # overwritten later if not complete
-    background_task = None
-
-    # fetch data, either using demo or user method
-    if demo:
-        output = await get_user_demo(user_id, start_date, end_date, no_cache=no_cache)
-    else:
-        output, complete, background_task = await get_user(
-            user_id, start_date, end_date, no_cache=no_cache
-        )
-
-    return output, complete, background_task, time_str
diff --git a/frontend/backend/src/processing/wrapped/__init__.py b/frontend/backend/src/processing/wrapped/__init__.py
deleted file mode 100644
index a04782ee..00000000
--- a/frontend/backend/src/processing/wrapped/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from src.processing.wrapped.main import query_wrapped_user
-
-__all__ = ["query_wrapped_user"]
diff --git a/frontend/backend/src/processing/wrapped/calendar.py b/frontend/backend/src/processing/wrapped/calendar.py
deleted file mode 100644
index a0905a7a..00000000
--- a/frontend/backend/src/processing/wrapped/calendar.py
+++ /dev/null
@@ -1,51 +0,0 @@
-from datetime import datetime, timedelta
-from typing import Any, Dict, List
-
-from src.models import CalendarData, CalendarDayDatum, UserPackage
-
-
-def get_calendar_data(data: UserPackage, year: int) -> CalendarData:
-    top_langs = [
-        x[0]
-        for x in sorted(
-            data.contribs.total_stats.languages.items(),
-            key=lambda x: x[1].additions + x[1].deletions,
-            reverse=True,
-        )[:5]
-    ]
-
-    total_out: List[CalendarDayDatum] = []
-    items_dict = {item.date: item for item in data.contribs.total}
-    for i in range(365):
-        date = (datetime(year, 1, 1) + timedelta(days=i - 1)).strftime("%Y-%m-%d")
-        item = items_dict.get(date)
-        out: Dict[str, Any] = {
-            "day": date,
-            "contribs": 0,
-            "commits": 0,
-            "issues": 0,
-            "prs": 0,
-            "reviews": 0,
-            "loc_added": 0,
-            "loc_changed": 0,
-            "top_langs": {k: {"loc_added": 0, "loc_changed": 0} for k in top_langs},
-        }
-
-        if item is not None:
-            out["contribs"] = item.stats.contribs_count
-            out["commits"] = item.stats.commits_count
-            out["issues"] = item.stats.issues_count
-            out["prs"] = item.stats.prs_count
-            out["reviews"] = item.stats.reviews_count
-
-            for k, v in item.stats.languages.items():
-                if k in top_langs:
-                    out["top_langs"][k]["loc_added"] = v.additions - v.deletions
-                    out["top_langs"][k]["loc_changed"] = v.additions + v.deletions
-                out["loc_added"] += v.additions - v.deletions
-                out["loc_changed"] += v.additions + v.deletions
-
-        out_obj = CalendarDayDatum.model_validate(out)
-        total_out.append(out_obj)
-
-    return CalendarData.model_validate({"days": total_out})
diff --git a/frontend/backend/src/processing/wrapped/langs.py b/frontend/backend/src/processing/wrapped/langs.py
deleted file mode 100644
index d07aeb55..00000000
--- a/frontend/backend/src/processing/wrapped/langs.py
+++ /dev/null
@@ -1,47 +0,0 @@
-from typing import List
-
-from src.constants import DEFAULT_COLOR
-from src.models import LangData, LangDatum, Language, UserPackage
-from src.utils import format_number
-
-
-def _count_loc(x: Language, metric: str) -> int:
-    if metric == "changed":
-        return x.additions + x.deletions
-    return x.additions - x.deletions
-
-
-def get_lang_data(data: UserPackage) -> LangData:
-    out = {}
-    for m in ["changed", "added"]:
-        langs = sorted(
-            data.contribs.total_stats.languages.items(),
-            key=lambda x: _count_loc(x[1], m),
-            reverse=True,
-        )
-        lang_objs: List[LangDatum] = []
-        for k, v in list(langs)[:5]:
-            lang_data = {
-                "id": k,
-                "label": k,
-                "value": _count_loc(v, m),
-                "formatted_value": format_number(_count_loc(v, m)),
-                "color": v.color,
-            }
-            lang_objs.append(LangDatum.model_validate(lang_data))
-
-        # remaining languages
-        total_count = sum(_count_loc(v, m) for _, v in list(langs)[5:])
-        lang_data = {
-            "id": "other",
-            "label": "other",
-            "value": total_count,
-            "formatted_value": format_number(total_count),
-            "color": DEFAULT_COLOR,
-        }
-        if total_count > 100:
-            lang_objs.append(LangDatum.model_validate(lang_data))
-
-        out[f"langs_{m}"] = lang_objs
-
-    return LangData.model_validate(out)
diff --git a/frontend/backend/src/processing/wrapped/main.py b/frontend/backend/src/processing/wrapped/main.py
deleted file mode 100644
index 1fb30464..00000000
--- a/frontend/backend/src/processing/wrapped/main.py
+++ /dev/null
@@ -1,34 +0,0 @@
-from datetime import date, timedelta
-from typing import Optional, Tuple
-
-from src.aggregation.layer1 import query_user
-from src.data.mongo.user import PublicUserModel, get_public_user as db_get_public_user
-from src.models import UserPackage, WrappedPackage
-from src.processing.wrapped.package import get_wrapped_data
-from src.utils import alru_cache
-
-
-@alru_cache(ttl=timedelta(hours=12))
-async def query_wrapped_user(
-    user_id: str, year: int, no_cache: bool = False
-) -> Tuple[bool, Optional[WrappedPackage]]:
-    start_date, end_date = date(year, 1, 1), date(year, 12, 31)
-    user: Optional[PublicUserModel] = await db_get_public_user(user_id)
-    private_access = False
-    access_token = None
-    if user is not None and user.private_access:
-        private_access = True
-        access_token = user.access_token
-    user_package: UserPackage = await query_user(
-        user_id,
-        access_token,
-        private_access,
-        start_date,
-        end_date,
-        max_time=40,
-        no_cache=True,
-    )
-    wrapped_package = get_wrapped_data(user_package, year)
-
-    # Don't cache if incomplete
-    return (not wrapped_package.incomplete, wrapped_package)
diff --git a/frontend/backend/src/processing/wrapped/numeric.py b/frontend/backend/src/processing/wrapped/numeric.py
deleted file mode 100644
index 5d9e374b..00000000
--- a/frontend/backend/src/processing/wrapped/numeric.py
+++ /dev/null
@@ -1,129 +0,0 @@
-from collections import defaultdict
-from datetime import datetime
-from typing import Dict
-
-from src.models import ContribStats, LOCStats, MiscStats, NumericData, UserPackage
-
-
-def get_contrib_stats(data: UserPackage) -> ContribStats:
-    return ContribStats.model_validate(
-        {
-            "contribs": data.contribs.total_stats.contribs_count,
-            "commits": data.contribs.total_stats.commits_count,
-            "issues": data.contribs.total_stats.issues_count,
-            "prs": data.contribs.total_stats.prs_count,
-            "reviews": data.contribs.total_stats.reviews_count,
-            "other": data.contribs.total_stats.other_count,
-        }
-    )
-
-
-def get_misc_stats(data: UserPackage, year: int) -> MiscStats:
-    weekdays: Dict[int, int] = defaultdict(int)
-    yeardays, distinct_days, total_contribs = {}, 0, 0
-    for item in data.contribs.total:
-        count = item.stats.contribs_count
-        weekdays[item.weekday] += count
-        total_contribs += item.stats.contribs_count
-        if count > 0:
-            date = datetime.fromisoformat(item.date)
-            yeardays[date.timetuple().tm_yday - 1] = 1
-            distinct_days += 1
-    curr, best, best_dates = 0, 0, (1, 1)
-    for i in range(366):
-        curr = curr + 1 if i in yeardays else 0
-        if curr > best:
-            best = curr
-            best_dates = (i - curr + 2, i + 1)
-    longest_streak = max(best, curr)
-    longest_streak_days = (
-        best_dates[0],
-        best_dates[1],
-        datetime.fromordinal(max(1, best_dates[0])).strftime("%b %d"),
-        datetime.fromordinal(max(1, best_dates[1])).strftime("%b %d"),
-    )
-    curr, best, best_dates = 0, 0, (1, 1)
-    days = (datetime.now() - datetime(year, 1, 1)).days
-    for i in range(min(days, 365)):
-        curr = 0 if i in yeardays else curr + 1
-        if curr > best:
-            best = curr
-            best_dates = (i - curr + 2, i + 1)
-    longest_gap = max(best, curr)
-    longest_gap_days = (
-        best_dates[0],
-        best_dates[1],
-        datetime.fromordinal(max(1, best_dates[0])).strftime("%b %d"),
-        datetime.fromordinal(max(1, best_dates[1])).strftime("%b %d"),
-    )
-    weekend_percent = (weekdays[0] + weekdays[6]) / max(1, total_contribs)
-
-    best_day_count, best_day_date, best_day_index = 0, None, None
-    if len(data.contribs.total) > 0:
-        best_day = max(data.contribs.total, key=lambda x: x.stats.contribs_count)
-        best_day_index = datetime.fromisoformat(best_day.date).timetuple().tm_yday
-        best_day_count = best_day.stats.contribs_count
-        best_day_date = best_day.date
-
-    return MiscStats.model_validate(
-        {
-            "total_days": distinct_days,
-            "longest_streak": longest_streak,
-            "longest_streak_days": longest_streak_days,
-            "longest_gap": longest_gap,
-            "longest_gap_days": longest_gap_days,
-            "weekend_percent": round(100 * weekend_percent),
-            "best_day_count": best_day_count,
-            "best_day_date": best_day_date,
-            "best_day_index": best_day_index,
-        }
-    )
-
-
-def format_loc_number(number: int) -> str:
-    if number < 1e3:
-        return str(100 * round(number / 100))
-    if number < 1e6:
-        return f"{str(round(number / 1000.0))},000"
-    return f"{str(round(number / 1000000.0))},000,000"
-
-
-def get_loc_stats(data: UserPackage) -> LOCStats:
-    dataset = data.contribs.total_stats.languages.values()
-    return LOCStats.model_validate(
-        {
-            "loc_additions": format_loc_number(sum(x.additions for x in dataset)),
-            "loc_deletions": format_loc_number(sum(x.deletions for x in dataset)),
-            "loc_changed": format_loc_number(
-                sum(x.additions + x.deletions for x in dataset)
-            ),
-            "loc_added": format_loc_number(
-                sum(x.additions - x.deletions for x in dataset)
-            ),
-            "loc_additions_per_commit": round(
-                (
-                    sum(x.additions for x in dataset)
-                    / max(1, data.contribs.total_stats.commits_count)
-                )
-            ),
-            "loc_deletions_per_commit": round(
-                (
-                    sum(x.deletions for x in dataset)
-                    / max(1, data.contribs.total_stats.commits_count)
-                )
-            ),
-            "loc_changed_per_day": round(
-                sum(x.additions + x.deletions for x in dataset) / 365
-            ),
-        }
-    )
-
-
-def get_numeric_data(data: UserPackage, year: int) -> NumericData:
-    return NumericData.model_validate(
-        {
-            "contribs": get_contrib_stats(data),
-            "misc": get_misc_stats(data, year),
-            "loc": get_loc_stats(data),
-        }
-    )
diff --git a/frontend/backend/src/processing/wrapped/package.py b/frontend/backend/src/processing/wrapped/package.py
deleted file mode 100644
index 8d451b27..00000000
--- a/frontend/backend/src/processing/wrapped/package.py
+++ /dev/null
@@ -1,32 +0,0 @@
-from src.models import UserPackage, WrappedPackage
-from src.processing.wrapped.calendar import get_calendar_data
-from src.processing.wrapped.langs import get_lang_data
-from src.processing.wrapped.numeric import get_numeric_data
-from src.processing.wrapped.repos import get_repo_data
-from src.processing.wrapped.time import get_day_data, get_month_data
-from src.processing.wrapped.timestamps import get_timestamp_data
-
-# from src.processing.user.follows import get_user_follows
-
-
-def get_wrapped_data(user_package: UserPackage, year: int) -> WrappedPackage:
-    """packages all processing steps for the user query"""
-
-    month_data = get_month_data(user_package)
-    day_data = get_day_data(user_package)
-    calendar_data = get_calendar_data(user_package, year)
-    numeric_data = get_numeric_data(user_package, year)
-    repo_data = get_repo_data(user_package)
-    lang_data = get_lang_data(user_package)
-    timestamp_data = get_timestamp_data(user_package)
-
-    return WrappedPackage(
-        month_data=month_data,
-        day_data=day_data,
-        calendar_data=calendar_data,
-        numeric_data=numeric_data,
-        repo_data=repo_data,
-        lang_data=lang_data,
-        timestamp_data=timestamp_data,
-        incomplete=user_package.incomplete,
-    )
diff --git a/frontend/backend/src/processing/wrapped/repos.py b/frontend/backend/src/processing/wrapped/repos.py
deleted file mode 100644
index 0bff49a5..00000000
--- a/frontend/backend/src/processing/wrapped/repos.py
+++ /dev/null
@@ -1,50 +0,0 @@
-from typing import List
-
-from src.models import Language, RepoContributionStats, RepoData, RepoDatum, UserPackage
-from src.utils import format_number
-
-
-def _count_loc(x: Language, metric: str) -> int:
-    if metric == "changed":
-        return x.additions + x.deletions
-    return x.additions - x.deletions
-
-
-def _count_repo_loc(x: RepoContributionStats, metric: str) -> int:
-    return sum(_count_loc(lang, metric) for lang in x.languages.values())
-
-
-def get_repo_data(data: UserPackage) -> RepoData:
-    out = {}
-    for m in ["changed", "added"]:
-        repos = sorted(
-            data.contribs.repo_stats.items(),
-            key=lambda x: _count_repo_loc(x[1], m),
-            reverse=True,
-        )
-        repo_objs: List[RepoDatum] = []
-
-        # first five repositories
-        for i, (k, v) in enumerate(list(repos)[:5]):
-            repo_data = {
-                "id": i,
-                "label": "private/repository" if v.private else k,
-                "value": _count_repo_loc(v, m),
-                "formatted_value": format_number(_count_repo_loc(v, m)),
-            }
-            repo_objs.append(RepoDatum.model_validate(repo_data))
-
-        # remaining repositories
-        total_count = sum(_count_repo_loc(v, m) for _, v in list(repos)[5:])
-        repo_data = {
-            "id": -1,
-            "label": "other",
-            "value": total_count,
-            "formatted_value": format_number(total_count),
-        }
-        if total_count > 100:
-            repo_objs.append(RepoDatum.model_validate(repo_data))
-
-        out[f"repos_{m}"] = repo_objs
-
-    return RepoData.model_validate(out)
diff --git a/frontend/backend/src/processing/wrapped/time.py b/frontend/backend/src/processing/wrapped/time.py
deleted file mode 100644
index c5b8df6a..00000000
--- a/frontend/backend/src/processing/wrapped/time.py
+++ /dev/null
@@ -1,62 +0,0 @@
-from collections import defaultdict
-from datetime import datetime
-from typing import Dict, List, Union
-
-from src.models import DayData, MonthData, TimeDatum, UserPackage
-from src.utils import format_number
-
-
-def get_month_data(data: UserPackage) -> MonthData:
-    months: Dict[int, Dict[str, int]] = defaultdict(
-        lambda: {"contribs": 0, "loc_changed": 0}
-    )
-
-    for item in data.contribs.total:
-        month = datetime.fromisoformat(item.date).month - 1
-        months[month]["contribs"] += item.stats.contribs_count
-        loc_changed = sum(
-            x.additions + x.deletions for x in item.stats.languages.values()
-        )
-
-        months[month]["loc_changed"] += loc_changed
-
-    out: List[TimeDatum] = []
-    for k in range(12):
-        v = months[k]
-        _obj: Dict[str, Union[str, int]] = {
-            "index": k,
-            **v,
-            "formatted_loc_changed": format_number(v["loc_changed"]),
-        }
-
-        out.append(TimeDatum.model_validate(_obj))
-
-    return MonthData(months=out)
-
-
-def get_day_data(data: UserPackage) -> DayData:
-    days: Dict[int, Dict[str, int]] = defaultdict(
-        lambda: {"contribs": 0, "loc_changed": 0}
-    )
-
-    for item in data.contribs.total:
-        day = (datetime.fromisoformat(item.date).weekday() + 1) % 7
-        days[day]["contribs"] += item.stats.contribs_count
-        loc_changed = sum(
-            x.additions + x.deletions for x in item.stats.languages.values()
-        )
-
-        days[day]["loc_changed"] += loc_changed
-
-    out: List[TimeDatum] = []
-    for k in range(7):
-        v = days[k]
-        _obj: Dict[str, Union[str, int]] = {
-            "index": k,
-            **v,
-            "formatted_loc_changed": format_number(v["loc_changed"]),
-        }
-
-        out.append(TimeDatum.model_validate(_obj))
-
-    return DayData(days=out)
diff --git a/frontend/backend/src/processing/wrapped/timestamps.py b/frontend/backend/src/processing/wrapped/timestamps.py
deleted file mode 100644
index cf338ff4..00000000
--- a/frontend/backend/src/processing/wrapped/timestamps.py
+++ /dev/null
@@ -1,33 +0,0 @@
-from datetime import datetime
-from random import shuffle
-from typing import Any, List
-
-from src.models import TimestampData, TimestampDatum, UserPackage
-
-MAX_ITEMS = 200
-
-
-def date_to_seconds_since_midnight(date: datetime) -> int:
-    return (date.hour * 60 * 60) + (date.minute * 60) + date.second
-
-
-def get_timestamp_data(data: UserPackage) -> TimestampData:
-    out: List[Any] = []
-    for item in data.contribs.total:
-        lists = item.lists
-        lists = [lists.commits, lists.issues, lists.prs, lists.reviews]
-        for type, list in zip(["commit", "issue", "pr", "review"], lists):
-            out.extend(
-                {
-                    "type": type,
-                    "weekday": item.weekday,
-                    "timestamp": date_to_seconds_since_midnight(obj),
-                }
-                for obj in list
-            )
-
-    shuffle(out)
-    out = out[:MAX_ITEMS]
-    out = [TimestampDatum.model_validate(x) for x in out]
-
-    return TimestampData(contribs=out)
diff --git a/frontend/backend/src/render/__init__.py b/frontend/backend/src/render/__init__.py
deleted file mode 100644
index ad179f3a..00000000
--- a/frontend/backend/src/render/__init__.py
+++ /dev/null
@@ -1,17 +0,0 @@
-from src.render.error import (
-    get_empty_demo_svg,
-    get_error_svg,
-    get_loading_svg,
-    get_no_data_svg,
-)
-from src.render.top_langs import get_top_langs_svg
-from src.render.top_repos import get_top_repos_svg
-
-__all__ = [
-    "get_empty_demo_svg",
-    "get_error_svg",
-    "get_loading_svg",
-    "get_no_data_svg",
-    "get_top_langs_svg",
-    "get_top_repos_svg",
-]
diff --git a/frontend/backend/src/render/error.py b/frontend/backend/src/render/error.py
deleted file mode 100644
index 03b0b86d..00000000
--- a/frontend/backend/src/render/error.py
+++ /dev/null
@@ -1,127 +0,0 @@
-# type: ignore
-
-from svgwrite import Drawing
-
-from src.constants import BACKEND_URL
-from src.render.style import styles_no_animation, themes
-from src.render.template import get_template
-
-THEME = "classic"
-
-
-def get_error_svg() -> Drawing:
-    d = Drawing(size=(300, 285))
-    d.defs.add(d.style(styles_no_animation[THEME]))
-
-    d.add(
-        d.rect(
-            size=(299, 284),
-            insert=(0.5, 0.5),
-            rx=4.5,
-            stroke=themes[THEME]["border_color"],
-            fill=themes[THEME]["bg_color"],
-        )
-    )
-
-    d.add(d.text("Unknown Error", insert=(25, 35), class_=f"{THEME}-header"))
-
-    d.add(
-        d.text(
-            "Please try again later or raise a ticket on GitHub",
-            insert=(25, 60),
-            class_=f"{THEME}-lang-name",
-        )
-    )
-
-    d.add(
-        d.image(f"{BACKEND_URL}/assets/error", insert=(85, 100), style="opacity: 50%")
-    )
-
-    return d
-
-
-def get_empty_demo_svg(header: str) -> Drawing:
-    d = Drawing(size=(300, 285))
-    d.defs.add(d.style(styles_no_animation[THEME]))
-
-    d.add(
-        d.rect(
-            size=(299, 284),
-            insert=(0.5, 0.5),
-            rx=4.5,
-            stroke=themes[THEME]["border_color"],
-            fill=themes[THEME]["bg_color"],
-        )
-    )
-
-    d.add(d.text(header, insert=(25, 35), class_=f"{THEME}-header"))
-
-    d.add(
-        d.text(
-            "Enter your username to start!",
-            insert=(25, 60),
-            class_=f"{THEME}-lang-name",
-        )
-    )
-
-    d.add(
-        d.image(
-            f"{BACKEND_URL}/assets/stopwatch", insert=(85, 100), style="opacity: 50%"
-        )
-    )
-
-    return d
-
-
-def get_loading_svg() -> Drawing:
-    d = Drawing(size=(300, 285))
-    d.defs.add(d.style(styles_no_animation[THEME]))
-
-    d.add(
-        d.rect(
-            size=(299, 284),
-            insert=(0.5, 0.5),
-            rx=4.5,
-            stroke=themes[THEME]["border_color"],
-            fill=themes[THEME]["bg_color"],
-        )
-    )
-
-    d.add(
-        d.text("Loading data, hang tight!", insert=(25, 35), class_=f"{THEME}-header")
-    )
-
-    d.add(
-        d.text(
-            "Please wait a couple seconds and refresh the page.",
-            insert=(25, 60),
-            class_=f"{THEME}-lang-name",
-        )
-    )
-
-    d.add(
-        d.image(
-            f"{BACKEND_URL}/assets/stopwatch", insert=(85, 100), style="opacity: 50%"
-        )
-    )
-
-    return d
-
-
-def get_no_data_svg(header: str, subheader: str) -> Drawing:
-    d, dp = get_template(
-        width=300,
-        height=285,
-        padding=20,
-        header_text=header,
-        subheader_text=subheader,
-        debug=False,
-        theme=THEME,
-    )
-
-    d.add(d.image(f"{BACKEND_URL}/assets/error", insert=(85, 80), style="opacity: 50%"))
-
-    dp.add(d.text("No data to show", insert=(55, 220), class_=f"{THEME}-image-text"))
-
-    d.add(dp)
-    return d
diff --git a/frontend/backend/src/render/style.py b/frontend/backend/src/render/style.py
deleted file mode 100644
index e4777972..00000000
--- a/frontend/backend/src/render/style.py
+++ /dev/null
@@ -1,116 +0,0 @@
-from typing import List, Tuple
-
-themes = {
-    "classic": {
-        "header_color": "#2f80ed",
-        "subheader_color": "#666",
-        "text_color": "#333",
-        "bg_color": "#fffefe",
-        "border_color": "#e4e2e2",
-        "bar_color": "#ddd",
-    },
-    "dark": {
-        "header_color": "#fff",
-        "subheader_color": "#9f9f9f",
-        "text_color": "#9f9f9f",
-        "bg_color": "#151515",
-        "border_color": "#e4e2e2",
-        "bar_color": "#333",
-    },
-    "bright_lights": {
-        "header_color": "#fff",
-        "subheader_color": "#0e86d4",
-        "text_color": "#b1d4e0",
-        "bg_color": "#003060",
-        "border_color": "#0e86d4",
-        "bar_color": "#ddd",
-    },
-    "rosettes": {
-        "header_color": "#fff",
-        "subheader_color": "#b6e2d3",
-        "text_color": "#fae8e0",
-        "bg_color": "#ef7c8e",
-        "border_color": "#b6e2d3",
-        "bar_color": "#ddd",
-    },
-    "ferns": {
-        "header_color": "#116530",
-        "subheader_color": "#18a558",
-        "text_color": "#116530",
-        "bg_color": "#a3ebb1",
-        "border_color": "#21b6a8",
-        "bar_color": "#ddd",
-    },
-    "synthwaves": {
-        "header_color": "#e2e9ec",
-        "subheader_color": "#e5289e",
-        "text_color": "#ef8539",
-        "bg_color": "#2b213a",
-        "border_color": "#e5289e",
-        "bar_color": "#ddd",
-    },
-}
-
-
-def get_style(theme: str = "classic", use_animation: bool = True) -> str:
-    # List[Tuple["selector", List[Tuple["property", "is_animation"]], "is_animation"]]
-    _style: List[Tuple[str, List[Tuple[str, bool]], bool]] = [
-        (
-            ".header",
-            [
-                ("font: 600 18px 'Segoe UI', Ubuntu, Sans-Serif;", False),
-                ("fill: " + themes[theme]["header_color"] + ";", False),
-                ("animation: fadeInAnimation 0.8s ease-in-out forwards;", True),
-            ],
-            False,
-        ),
-        (
-            ".subheader",
-            [
-                ("font: 500 10px 'Segoe UI', Ubuntu, Sans-Serif;", False),
-                ("fill: " + themes[theme]["subheader_color"] + ";", False),
-                ("animation: fadeInAnimation 0.8s ease-in-out forwards;", True),
-            ],
-            False,
-        ),
-        (
-            ".lang-name",
-            [
-                ("font: 400 11px 'Segoe UI', Ubuntu, Sans-Serif;", False),
-                ("fill: " + themes[theme]["text_color"] + ";", False),
-            ],
-            False,
-        ),
-        (
-            ".image-text",
-            [
-                ("font: 500 20px 'Segoe UI', Ubuntu, Sans-Serif;", False),
-                ("fill: " + themes[theme]["text_color"] + ";", False),
-                ("opacity: 50%;", False),
-            ],
-            False,
-        ),
-        (
-            "@keyframes fadeInAnimation",
-            [("from { opacity: 0; } to { opacity: 1; }", True)],
-            True,
-        ),
-    ]
-
-    return "\n".join(
-        [
-            (
-                (rule[0].replace(".", f".{theme}-") + " {")
-                + "\n".join(
-                    item[0] for item in rule[1] if (use_animation or not item[1])
-                )
-                + "}"
-            )
-            for rule in _style
-            if use_animation or not rule[2]
-        ]
-    )
-
-
-styles = {k: get_style(k) for k in themes.keys()}
-styles_no_animation = {k: get_style(k, False) for k in themes.keys()}
diff --git a/frontend/backend/src/render/template.py b/frontend/backend/src/render/template.py
deleted file mode 100644
index 7b5ab1d9..00000000
--- a/frontend/backend/src/render/template.py
+++ /dev/null
@@ -1,126 +0,0 @@
-# type: ignore
-
-from typing import List, Tuple
-
-from svgwrite import Drawing
-from svgwrite.container import Group
-from svgwrite.shapes import Circle
-
-from src.constants import DEFAULT_COLOR
-from src.render.style import styles, styles_no_animation, themes
-
-
-def get_template(
-    width: int,
-    height: int,
-    padding: int,
-    header_text: str,
-    subheader_text: str,
-    theme: str,
-    use_animation: bool = True,
-    debug: bool = False,
-) -> Tuple[Drawing, Group]:
-    d = Drawing(size=(width, height))
-
-    style = styles[theme]
-    style_no_animation = styles_no_animation[theme]
-    d.defs.add(d.style(style if use_animation else style_no_animation))
-
-    d.add(
-        d.rect(
-            size=(width - 1, height - 1),
-            insert=(0.5, 0.5),
-            rx=4.5,
-            stroke=themes[theme]["border_color"],
-            fill=themes[theme]["bg_color"],
-        )
-    )
-
-    d.add(
-        d.rect(
-            size=(width - 2 * padding, height - 2 * padding),
-            insert=(padding, padding),
-            fill="#eee" if debug else themes[theme]["bg_color"],
-        )
-    )
-
-    dp = Group(transform=f"translate({padding}, {padding})")
-
-    dp.add(d.text(header_text, insert=(0, 13), class_=f"{theme}-header"))
-    dp.add(d.text(subheader_text, insert=(0, 31), class_=f"{theme}-subheader"))
-
-    return d, dp
-
-
-def get_bar_section(
-    d: Drawing,
-    dataset: List[Tuple[str, str, List[Tuple[float, str]]]],
-    theme: str,
-    padding: int = 45,
-    bar_width: int = 210,
-) -> Group:
-    section = Group(transform=f"translate(0, {padding})")
-    for i, (top_text, right_text, data_row) in enumerate(dataset):
-        translate = f"translate(0, {str(40 * i)})"
-        row = Group(transform=translate)
-        row.add(d.text(top_text, insert=(2, 15), class_=f"{theme}-lang-name"))
-        row.add(
-            d.text(right_text, insert=(bar_width + 10, 33), class_=f"{theme}-lang-name")
-        )
-
-        progress = Drawing(width=str(bar_width), x="0", y="25")
-        progress.add(
-            d.rect(
-                size=(bar_width, 8),
-                insert=(0, 0),
-                rx=5,
-                ry=5,
-                fill=themes[theme]["bar_color"],
-            )
-        )
-        total_percent, total_items = 0, len(data_row)
-        diff = max(0, 300 / bar_width - data_row[-1][0])
-        for j, (percent, color) in enumerate(data_row):
-            color = color or DEFAULT_COLOR
-            if j == 0:
-                percent -= diff
-            elif j == total_items - 1:
-                percent += diff
-            bar_percent = bar_width * percent / 100
-            bar_total = bar_width * total_percent / 100
-            box_size, insert = (bar_percent, 8), (bar_total, 0)
-            progress.add(d.rect(size=box_size, insert=insert, rx=5, ry=5, fill=color))
-
-            width = min(bar_percent / 2, 5)
-            if total_items > 1:
-                box_left, box_right = j > 0, j < total_items - 1
-                box_size, insert = bar_percent - 2 * width, bar_total + width
-                if box_left:
-                    box_size += width
-                    insert -= width
-                if box_right:
-                    box_size += width
-                progress.add(d.rect(size=(box_size, 8), insert=(insert, 0), fill=color))
-
-            total_percent += percent
-        row.add(progress)
-        section.add(row)
-    return section
-
-
-def get_lang_name_section(
-    d: Drawing,
-    data: List[Tuple[str, str]],
-    theme: str,
-    columns: int = 2,
-    padding: int = 80,
-) -> Group:
-    section = Group(transform=f"translate(0, {padding})")
-    for i, x in enumerate(data):
-        x_translate = str((260 / columns) * (i % columns))
-        y_translate = str(20 * (i // columns))
-        lang = Group(transform=f"translate({x_translate}, {y_translate})")
-        lang.add(Circle(center=(5, 5), r=5, fill=(data[i][1] or DEFAULT_COLOR)))
-        lang.add(d.text(data[i][0], insert=(14, 9), class_=f"{theme}-lang-name"))
-        section.add(lang)
-    return section
diff --git a/frontend/backend/src/render/top_langs.py b/frontend/backend/src/render/top_langs.py
deleted file mode 100644
index cec169e8..00000000
--- a/frontend/backend/src/render/top_langs.py
+++ /dev/null
@@ -1,74 +0,0 @@
-# type: ignore
-
-from typing import List, Tuple
-
-from svgwrite import Drawing
-
-from src.models.svg import LanguageStats
-from src.render.error import get_no_data_svg
-from src.render.template import get_bar_section, get_lang_name_section, get_template
-from src.utils import format_number
-
-
-def get_top_langs_svg(
-    data: List[LanguageStats],
-    time_str: str,
-    use_percent: bool,
-    loc_metric: str,
-    complete: bool,
-    commits_excluded: int,
-    compact: bool,
-    use_animation: bool,
-    theme: str,
-) -> Drawing:
-    header = "Most Used Languages"
-    subheader = time_str
-    if not use_percent:
-        subheader += " | " + ("LOC Changed" if loc_metric == "changed" else "LOC Added")
-    if not complete:
-        subheader += " | Incomplete (refresh to update)"
-    elif commits_excluded > 50:
-        subheader += f" | {commits_excluded} commits excluded"
-
-    if len(data) <= 1:
-        return get_no_data_svg(header, subheader)
-
-    d, dp = get_template(
-        width=300,
-        height=175 if compact else 285,
-        padding=20,
-        header_text=header,
-        subheader_text=subheader,
-        use_animation=use_animation,
-        debug=False,
-        theme=theme,
-    )
-
-    dataset: List[Tuple[str, str, List[Tuple[float, str]]]] = []
-    padding, width = 0, 0
-    if compact:
-        data_row = [(x.percent, x.color) for x in data[1:6]]
-        dataset.append(("", "", data_row))
-        padding, width = 30, 260
-    else:
-        max_length = max(data[i].loc for i in range(1, len(data)))
-        for x in data[1:6]:
-            if use_percent:
-                dataset.append((x.lang, f"{str(x.percent)}%", [(x.percent, x.color)]))
-            else:
-                percent = 100 * x.loc / max_length
-                dataset.append((x.lang, format_number(x.loc), [(percent, x.color)]))
-        padding, width = 45, 210 if use_percent else 195
-
-    dp.add(
-        get_bar_section(
-            d=d, dataset=dataset, theme=theme, padding=padding, bar_width=width
-        )
-    )
-
-    langs = [(f"{x.lang} {str(x.percent)}%", x.color) for x in data[1:6]]
-    if compact:
-        dp.add(get_lang_name_section(d=d, data=langs, theme=theme))
-
-    d.add(dp)
-    return d
diff --git a/frontend/backend/src/render/top_repos.py b/frontend/backend/src/render/top_repos.py
deleted file mode 100644
index 08833364..00000000
--- a/frontend/backend/src/render/top_repos.py
+++ /dev/null
@@ -1,76 +0,0 @@
-# type: ignore
-
-from collections import defaultdict
-from typing import List, Tuple
-
-from svgwrite import Drawing
-
-from src.models.svg import RepoStats
-from src.render.error import get_no_data_svg
-from src.render.template import get_bar_section, get_lang_name_section, get_template
-from src.utils import format_number
-
-
-def get_top_repos_svg(
-    data: List[RepoStats],
-    time_str: str,
-    loc_metric: str,
-    complete: bool,
-    commits_excluded: int,
-    use_animation: bool,
-    theme: str,
-) -> Drawing:
-    header = "Most Contributed Repositories"
-    subheader = time_str
-    subheader += " | " + ("LOC Changed" if loc_metric == "changed" else "LOC Added")
-    if not complete:
-        subheader += " | Incomplete (refresh to update)"
-    elif commits_excluded > 50:
-        subheader += f" | {commits_excluded} commits excluded"
-
-    if len(data) == 0:
-        return get_no_data_svg(header, subheader)
-
-    d, dp = get_template(
-        width=300,
-        height=285,
-        padding=20,
-        header_text=header,
-        subheader_text=subheader,
-        use_animation=use_animation,
-        debug=False,
-        theme=theme,
-    )
-
-    dataset: List[Tuple[str, str, List[Tuple[float, str]]]] = []
-    total = max(x.loc for x in data)
-    for x in data[:4]:
-        data_row = [
-            (100 * lang.loc / total, lang.color)
-            for lang in sorted(x.langs, key=lambda x: x.loc, reverse=True)
-        ]
-
-        name = "private/repository" if x.private else x.repo
-        dataset.append((name, format_number(x.loc), data_row))
-
-    dp.add(
-        get_bar_section(d=d, dataset=dataset, theme=theme, padding=45, bar_width=195)
-    )
-
-    langs = defaultdict(int)
-    for x in data[:4]:
-        for lang in x.langs:
-            langs[(lang.lang, lang.color)] += lang.loc
-    langs = sorted(langs.items(), key=lambda x: x[1], reverse=True)
-    langs = [lang[0] for lang in langs[:6]]
-
-    columns = {1: 1, 2: 2, 3: 3, 4: 2, 5: 3, 6: 3}[len(langs)]
-    padding = 215 + (10 if columns == len(langs) else 0)
-    dp.add(
-        get_lang_name_section(
-            d=d, data=langs, theme=theme, columns=columns, padding=padding
-        )
-    )
-
-    d.add(dp)
-    return d
diff --git a/frontend/backend/src/routers/__init__.py b/frontend/backend/src/routers/__init__.py
deleted file mode 100644
index 9003fcad..00000000
--- a/frontend/backend/src/routers/__init__.py
+++ /dev/null
@@ -1,7 +0,0 @@
-from src.routers.assets.assets import router as asset_router
-from src.routers.auth.main import router as auth_router
-from src.routers.dev import router as dev_router
-from src.routers.users.main import router as user_router
-from src.routers.wrapped import router as wrapped_router
-
-__all__ = ["asset_router", "auth_router", "dev_router", "user_router", "wrapped_router"]
diff --git a/frontend/backend/src/routers/assets/__init__.py b/frontend/backend/src/routers/assets/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/routers/assets/assets.py b/frontend/backend/src/routers/assets/assets.py
deleted file mode 100644
index 917dd45c..00000000
--- a/frontend/backend/src/routers/assets/assets.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from fastapi import APIRouter, status
-from fastapi.responses import FileResponse
-
-router = APIRouter()
-
-
-@router.get("/error", status_code=status.HTTP_200_OK, include_in_schema=False)
-async def get_error_img():
-    return FileResponse("./src/routers/assets/assets/error.png")
-
-
-@router.get("/stopwatch", status_code=status.HTTP_200_OK, include_in_schema=False)
-async def get_stopwatch_img():
-    return FileResponse("./src/routers/assets/assets/stopwatch.png")
diff --git a/frontend/backend/src/routers/assets/assets/error.png b/frontend/backend/src/routers/assets/assets/error.png
deleted file mode 100644
index 6282e1d4..00000000
Binary files a/frontend/backend/src/routers/assets/assets/error.png and /dev/null differ
diff --git a/frontend/backend/src/routers/assets/assets/stopwatch.png b/frontend/backend/src/routers/assets/assets/stopwatch.png
deleted file mode 100644
index 9467b20b..00000000
Binary files a/frontend/backend/src/routers/assets/assets/stopwatch.png and /dev/null differ
diff --git a/frontend/backend/src/routers/auth/__init__.py b/frontend/backend/src/routers/auth/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/routers/auth/main.py b/frontend/backend/src/routers/auth/main.py
deleted file mode 100644
index b3606853..00000000
--- a/frontend/backend/src/routers/auth/main.py
+++ /dev/null
@@ -1,8 +0,0 @@
-from fastapi import APIRouter
-
-from src.routers.auth.standalone import router as standalone_router
-from src.routers.auth.website import router as website_router
-
-router = APIRouter()
-router.include_router(standalone_router, prefix="")
-router.include_router(website_router, prefix="/web")
diff --git a/frontend/backend/src/routers/auth/standalone.py b/frontend/backend/src/routers/auth/standalone.py
deleted file mode 100644
index 8104c8ff..00000000
--- a/frontend/backend/src/routers/auth/standalone.py
+++ /dev/null
@@ -1,46 +0,0 @@
-import logging
-from typing import Optional
-
-from fastapi import APIRouter
-from fastapi.responses import RedirectResponse
-
-from src.constants import OAUTH_CLIENT_ID
-from src.processing.auth import authenticate, delete_user
-from src.routers.decorators import get_redirect_url
-
-router = APIRouter()
-
-
-@router.get("/signup/public")
-def redirect_public(user_id: Optional[str] = None) -> RedirectResponse:
-    return RedirectResponse(get_redirect_url(private=False, user_id=user_id))
-
-
-@router.get("/signup/private")
-def redirect_private(user_id: Optional[str] = None) -> RedirectResponse:
-    return RedirectResponse(get_redirect_url(private=True, user_id=user_id))
-
-
-@router.get("/redirect", include_in_schema=False)
-async def redirect_return(code: str = "", private_access: bool = False) -> str:
-    try:
-        user_id = await authenticate(code=code, private_access=private_access)
-        return f"You ({user_id}) are now authenticated!"
-    except Exception as e:
-        logging.exception(e)
-        return "Unknown Error. Please try again later."
-
-
-@router.get("/delete/{user_id}")
-async def delete_account_auth(user_id: str) -> RedirectResponse:
-    return RedirectResponse(
-        get_redirect_url(prefix=f"delete/{user_id}", private=False, user_id=user_id)
-    )
-
-
-@router.get("/redirect/delete/{user_id}", include_in_schema=False)
-async def delete_account(user_id: str) -> RedirectResponse:
-    await delete_user(user_id, user_key="", use_user_key=False)
-    return RedirectResponse(
-        f"https://github.com/settings/connections/applications/{OAUTH_CLIENT_ID}"
-    )
diff --git a/frontend/backend/src/routers/auth/website.py b/frontend/backend/src/routers/auth/website.py
deleted file mode 100644
index 37b53211..00000000
--- a/frontend/backend/src/routers/auth/website.py
+++ /dev/null
@@ -1,53 +0,0 @@
-from typing import Any, Dict
-
-from fastapi import BackgroundTasks, status
-from fastapi.responses import Response
-from fastapi.routing import APIRouter
-
-from src.processing.auth import authenticate, delete_user, set_user_key
-from src.routers.background import run_in_background
-from src.utils import async_fail_gracefully
-
-router = APIRouter()
-
-
-@router.post(
-    "/set_user_key/{code}/{user_key}",
-    status_code=status.HTTP_200_OK,
-    include_in_schema=False,
-    response_model=Dict[str, Any],
-)
-@async_fail_gracefully
-async def set_user_key_endpoint(response: Response, code: str, user_key: str) -> str:
-    return await set_user_key(code, user_key)
-
-
-@router.post(
-    "/login/{code}",
-    status_code=status.HTTP_200_OK,
-    include_in_schema=False,
-    response_model=Dict[str, Any],
-)
-@async_fail_gracefully
-async def authenticate_endpoint(
-    response: Response,
-    background_tasks: BackgroundTasks,
-    code: str,
-    private_access: bool = False,
-) -> str:
-    output, background_task = await authenticate(code, private_access)
-    if background_task is not None:
-        # set a background task to update the user
-        background_tasks.add_task(run_in_background, task=background_task)
-    return output
-
-
-@router.get(
-    "/delete/{user_id}",
-    status_code=status.HTTP_200_OK,
-    include_in_schema=False,
-    response_model=Dict[str, Any],
-)
-@async_fail_gracefully
-async def delete_user_endpoint(response: Response, user_id: str, user_key: str) -> bool:
-    return await delete_user(user_id, user_key=user_key)
diff --git a/frontend/backend/src/routers/background.py b/frontend/backend/src/routers/background.py
deleted file mode 100644
index 2892f02a..00000000
--- a/frontend/backend/src/routers/background.py
+++ /dev/null
@@ -1,32 +0,0 @@
-from typing import Dict
-
-from src.aggregation.layer1 import query_user
-from src.models.background import UpdateUserBackgroundTask
-
-# create a cache for the function
-cache: Dict[str, Dict[str, bool]] = {"update_user": {}}
-
-
-async def run_in_background(task: UpdateUserBackgroundTask):
-    if isinstance(task, UpdateUserBackgroundTask):  # type: ignore
-        inputs = {
-            "user_id": task.user_id,
-            "access_token": task.access_token,
-            "private_access": task.private_access,
-            "start_date": task.start_date,
-            "end_date": task.end_date,
-        }
-
-        inputs = {k: v for k, v in inputs.items() if v is not None}
-
-        # check if the task is already running
-        if task.user_id in cache["update_user"]:
-            return
-
-        # add the task to the cache
-        cache["update_user"][task.user_id] = True
-
-        await query_user(**inputs)  # type: ignore
-
-        # remove the task from the cache
-        del cache["update_user"][task.user_id]
diff --git a/frontend/backend/src/routers/decorators.py b/frontend/backend/src/routers/decorators.py
deleted file mode 100644
index e6536644..00000000
--- a/frontend/backend/src/routers/decorators.py
+++ /dev/null
@@ -1,80 +0,0 @@
-import io
-import logging
-from datetime import datetime
-from functools import wraps
-from typing import Any, Callable, Dict, List, Optional
-
-from fastapi import Response, status
-from starlette.responses import RedirectResponse
-from svgwrite.drawing import Drawing  # type: ignore
-
-from src.constants import OAUTH_CLIENT_ID, OAUTH_REDIRECT_URI
-from src.render import get_error_svg
-
-
-# for standalone auth routes
-def get_redirect_url(
-    prefix: str = "", private: bool = False, user_id: Optional[str] = None
-) -> str:
-    url = (
-        "https://github.com/login/oauth/authorize?client_id="
-        + OAUTH_CLIENT_ID
-        + "&redirect_uri="
-        + OAUTH_REDIRECT_URI
-        + "/redirect"
-    )
-
-    # add prefix to redirect to different backend routes
-    if prefix != "":
-        url += f"/{prefix}"
-
-    # add private flag to request correct permissions
-    if private:
-        url += "?private_access=True&scope=user,repo"
-    else:
-        url += "?private_access=False"
-
-    # add user_id to hint if provided
-    if user_id is not None:
-        url += f"&login={user_id}"
-
-    return url
-
-
-# NOTE: implied async, sync not implemented yet
-def svg_fail_gracefully(func: Callable[..., Any]):
-    @wraps(func)  # needed to play nice with FastAPI decorator
-    async def wrapper(
-        response: Response, *args: List[Any], **kwargs: Dict[str, Any]
-    ) -> Any:
-        d: Drawing
-        start = datetime.now()
-        cache_max_age = 3600
-        try:
-            d = await func(response, *args, **kwargs)
-        except LookupError as e:
-            if "user_id" in kwargs:
-                user_id: str = kwargs["user_id"]  # type: ignore
-                url = get_redirect_url(private=False, user_id=user_id)
-                return RedirectResponse(url)
-            logging.exception(e)
-            d = get_error_svg()
-            cache_max_age = 0
-        except Exception as e:
-            logging.exception(e)
-            d = get_error_svg()
-            cache_max_age = 0
-
-        sio = io.StringIO()
-        d.write(sio)  # type: ignore
-
-        print("SVG", datetime.now() - start)
-
-        return Response(
-            sio.getvalue(),
-            media_type="image/svg+xml",
-            status_code=status.HTTP_200_OK,
-            headers={"Cache-Control": f"public, max-age={cache_max_age}"},
-        )
-
-    return wrapper
diff --git a/frontend/backend/src/routers/dev.py b/frontend/backend/src/routers/dev.py
deleted file mode 100644
index 459d1f91..00000000
--- a/frontend/backend/src/routers/dev.py
+++ /dev/null
@@ -1,50 +0,0 @@
-from datetime import date, timedelta
-from typing import Any, Dict, Optional
-
-from fastapi import APIRouter, Response, status
-
-from src.aggregation.layer0 import get_user_data
-from src.data.mongo.secret import update_keys
-from src.models import UserPackage, WrappedPackage
-from src.processing.wrapped.package import get_wrapped_data
-from src.utils import async_fail_gracefully, use_time_range
-
-router = APIRouter()
-
-
-@router.get(
-    "/user/{user_id}", status_code=status.HTTP_200_OK, response_model=Dict[str, Any]
-)
-@async_fail_gracefully
-async def get_user_raw(
-    response: Response,
-    user_id: str,
-    access_token: Optional[str] = None,
-    start_date: date = date.today() - timedelta(365),
-    end_date: date = date.today(),
-    time_range: str = "one_month",
-    timezone_str: str = "US/Eastern",
-    full: bool = False,
-) -> UserPackage:
-    await update_keys()
-    start_date, end_date, _ = use_time_range(time_range, start_date, end_date)
-    return await get_user_data(
-        user_id, start_date, end_date, timezone_str, access_token
-    )
-
-
-@router.get(
-    "/wrapped/{user_id}", status_code=status.HTTP_200_OK, response_model=Dict[str, Any]
-)
-@async_fail_gracefully
-async def get_wrapped_user_raw(
-    response: Response,
-    user_id: str,
-    year: int = 2024,
-    access_token: Optional[str] = None,
-) -> WrappedPackage:
-    await update_keys()
-    user_data = await get_user_data(
-        user_id, date(year, 1, 1), date(year, 12, 31), "US/Eastern", access_token
-    )
-    return get_wrapped_data(user_data, year)
diff --git a/frontend/backend/src/routers/users/__init__.py b/frontend/backend/src/routers/users/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/src/routers/users/db.py b/frontend/backend/src/routers/users/db.py
deleted file mode 100644
index d5e07b5e..00000000
--- a/frontend/backend/src/routers/users/db.py
+++ /dev/null
@@ -1,47 +0,0 @@
-from typing import Any, Dict, Optional
-
-from fastapi import APIRouter, Response, status
-
-from src.data.mongo.secret import update_keys
-from src.data.mongo.user import PublicUserModel, get_public_user as db_get_public_user
-from src.utils import async_fail_gracefully
-
-router = APIRouter()
-
-
-@router.get(
-    "/update_keys",
-    status_code=status.HTTP_200_OK,
-    include_in_schema=False,
-    response_model=Dict[str, Any],
-)
-@async_fail_gracefully
-async def update_keys_endpoint(response: Response) -> bool:
-    await update_keys(no_cache=True)
-    return True
-
-
-@router.get(
-    "/get/metadata/{user_id}",
-    status_code=status.HTTP_200_OK,
-    include_in_schema=False,
-    response_model=Dict[str, Any],
-)
-@async_fail_gracefully
-async def get_db_public_user(
-    response: Response, user_id: str, no_cache: bool = False
-) -> Optional[PublicUserModel]:
-    return await db_get_public_user(user_id, no_cache=no_cache)
-
-
-"""
-@router.get("/get/{user_id}", status_code=status.HTTP_200_OK, include_in_schema=False)
-@async_fail_gracefully
-async def get_db_user(
-    response: Response, user_id: str, no_cache: bool = False
-) -> Optional[ExternalUserModel]:
-    user: Optional[UserModel] = await get_user_by_user_id(user_id, no_cache=no_cache)
-    if user is None:
-        return None
-    return ExternalUserModel.parse_obj(user.dict())
-"""
diff --git a/frontend/backend/src/routers/users/main.py b/frontend/backend/src/routers/users/main.py
deleted file mode 100644
index bf7f5fe2..00000000
--- a/frontend/backend/src/routers/users/main.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from datetime import date, timedelta
-from typing import Any, Dict, Optional
-
-from fastapi import APIRouter, BackgroundTasks, Response, status
-
-from src.aggregation.layer2 import get_user
-from src.models import UserPackage
-from src.routers.background import run_in_background
-from src.routers.users.db import router as db_router
-from src.routers.users.svg import router as svg_router
-from src.utils import async_fail_gracefully
-
-router = APIRouter()
-router.include_router(db_router, prefix="/db")
-router.include_router(svg_router, prefix="/svg")
-
-
-"""
-ANALYTICS
-"""
-
-
-@router.get("/{user_id}", status_code=status.HTTP_200_OK, response_model=Dict[str, Any])
-@async_fail_gracefully
-async def get_user_endpoint(
-    response: Response,
-    background_tasks: BackgroundTasks,
-    user_id: str,
-    start_date: date = date.today() - timedelta(365),
-    end_date: date = date.today(),
-    timezone_str: str = "US/Eastern",
-    no_cache: bool = False,
-) -> Optional[UserPackage]:
-    output, _, background_task = await get_user(
-        user_id, start_date, end_date, no_cache=no_cache
-    )
-    if background_task is not None:
-        # set a background task to update the user
-        background_tasks.add_task(run_in_background, task=background_task)
-
-    return output
diff --git a/frontend/backend/src/routers/users/svg.py b/frontend/backend/src/routers/users/svg.py
deleted file mode 100644
index 2ad36875..00000000
--- a/frontend/backend/src/routers/users/svg.py
+++ /dev/null
@@ -1,127 +0,0 @@
-from datetime import date, timedelta
-from typing import Any
-
-from fastapi import BackgroundTasks, Response, status
-from fastapi.responses import HTMLResponse
-from fastapi.routing import APIRouter
-
-from src.processing.user import get_top_languages, get_top_repos, svg_base
-from src.render import (
-    get_empty_demo_svg,
-    get_loading_svg,
-    get_top_langs_svg,
-    get_top_repos_svg,
-)
-from src.routers.background import run_in_background
-from src.routers.decorators import svg_fail_gracefully
-
-router = APIRouter()
-
-
-@router.get(
-    "/{user_id}/langs", status_code=status.HTTP_200_OK, response_class=HTMLResponse
-)
-@svg_fail_gracefully
-async def get_user_lang_svg(
-    response: Response,
-    background_tasks: BackgroundTasks,
-    user_id: str,
-    start_date: date = date.today() - timedelta(30),
-    end_date: date = date.today(),
-    time_range: str = "one_year",
-    timezone_str: str = "US/Eastern",
-    use_percent: bool = False,
-    include_private: bool = False,
-    loc_metric: str = "added",
-    compact: bool = False,
-    demo: bool = False,
-    no_cache: bool = False,
-    use_animation: bool = True,
-    theme: str = "classic",
-) -> Any:
-    output, complete, background_task, time_str = await svg_base(
-        user_id, start_date, end_date, time_range, demo, no_cache
-    )
-    if background_task is not None:
-        # set a background task to update the user
-        background_tasks.add_task(run_in_background, task=background_task)
-
-    # if no data, return loading svg
-    if output is None:
-        return get_loading_svg()
-
-    # get top languages
-    processed, commits_excluded = get_top_languages(output, loc_metric, include_private)
-    return get_top_langs_svg(
-        data=processed,
-        time_str=time_str,
-        use_percent=use_percent,
-        loc_metric=loc_metric,
-        complete=complete,
-        commits_excluded=commits_excluded,
-        compact=compact,
-        use_animation=use_animation,
-        theme=theme,
-    )
-
-
-@router.get(
-    "/{user_id}/repos", status_code=status.HTTP_200_OK, response_class=HTMLResponse
-)
-@svg_fail_gracefully
-async def get_user_repo_svg(
-    response: Response,
-    background_tasks: BackgroundTasks,
-    user_id: str,
-    start_date: date = date.today() - timedelta(30),
-    end_date: date = date.today(),
-    time_range: str = "one_year",
-    timezone_str: str = "US/Eastern",
-    include_private: bool = False,
-    group: str = "none",
-    loc_metric: str = "added",
-    demo: bool = False,
-    no_cache: bool = False,
-    use_animation: bool = True,
-    theme: str = "classic",
-) -> Any:
-    output, complete, background_task, time_str = await svg_base(
-        user_id, start_date, end_date, time_range, demo, no_cache
-    )
-    if background_task is not None:
-        # set a background task to update the user
-        background_tasks.add_task(run_in_background, task=background_task)
-
-    # if no data, return loading svg
-    if output is None:
-        return get_loading_svg()
-
-    # get top repos
-    processed, commits_excluded = get_top_repos(
-        output, loc_metric, include_private, group
-    )
-    return get_top_repos_svg(
-        data=processed,
-        time_str=time_str,
-        loc_metric=loc_metric,
-        complete=complete,
-        commits_excluded=commits_excluded,
-        use_animation=use_animation,
-        theme=theme,
-    )
-
-
-@router.get(
-    "/demo",
-    status_code=status.HTTP_200_OK,
-    response_class=HTMLResponse,
-    include_in_schema=False,
-)
-@svg_fail_gracefully
-async def get_demo_svg(response: Response, card: str) -> Any:
-    if card == "langs":
-        return get_empty_demo_svg("Most Used Languages")
-    elif card == "repos":
-        return get_empty_demo_svg("Most Contributed Repositories")
-    else:
-        return get_empty_demo_svg(card)
diff --git a/frontend/backend/src/routers/wrapped.py b/frontend/backend/src/routers/wrapped.py
deleted file mode 100644
index ebb8a11f..00000000
--- a/frontend/backend/src/routers/wrapped.py
+++ /dev/null
@@ -1,30 +0,0 @@
-from typing import Any, Dict, Optional
-
-from fastapi import APIRouter, Response, status
-
-from src.aggregation.layer2 import get_is_valid_user
-from src.models import WrappedPackage
-from src.processing.wrapped import query_wrapped_user
-from src.utils import async_fail_gracefully
-
-router = APIRouter()
-
-
-@router.get(
-    "/valid/{user_id}", status_code=status.HTTP_200_OK, response_model=Dict[str, Any]
-)
-@async_fail_gracefully
-async def check_valid_user(response: Response, user_id: str) -> str:
-    return await get_is_valid_user(user_id)
-
-
-@router.get("/{user_id}", status_code=status.HTTP_200_OK, response_model=Dict[str, Any])
-@async_fail_gracefully
-async def get_wrapped_user(
-    response: Response, user_id: str, year: int = 2024, no_cache: bool = False
-) -> Optional[WrappedPackage]:
-    valid_user = await get_is_valid_user(user_id)
-    if "Valid user" not in valid_user:
-        return WrappedPackage.empty()
-
-    return await query_wrapped_user(user_id, year, no_cache=no_cache)
diff --git a/frontend/backend/src/utils/__init__.py b/frontend/backend/src/utils/__init__.py
deleted file mode 100644
index 52532cbd..00000000
--- a/frontend/backend/src/utils/__init__.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from src.utils.alru_cache import alru_cache
-from src.utils.decorators import async_fail_gracefully, fail_gracefully
-from src.utils.gather import gather
-from src.utils.utils import date_to_datetime, format_number, use_time_range
-
-__all__ = [
-    "alru_cache",
-    "async_fail_gracefully",
-    "fail_gracefully",
-    "gather",
-    "date_to_datetime",
-    "format_number",
-    "use_time_range",
-]
diff --git a/frontend/backend/src/utils/alru_cache.py b/frontend/backend/src/utils/alru_cache.py
deleted file mode 100644
index c6b0305d..00000000
--- a/frontend/backend/src/utils/alru_cache.py
+++ /dev/null
@@ -1,79 +0,0 @@
-from datetime import datetime, timedelta
-from functools import wraps
-from typing import (
-    Any,
-    Awaitable,
-    Callable,
-    Dict,
-    FrozenSet,
-    List,
-    ParamSpec,
-    Tuple,
-    TypeVar,
-)
-
-Param = ParamSpec("Param")
-TOutput = TypeVar("TOutput")
-
-TKey = Tuple[Tuple[Any, ...], FrozenSet[Tuple[str, Any]]]
-
-
-def alru_cache(max_size: int = 128, ttl: timedelta = timedelta(minutes=1)):
-    def decorator(
-        func: Callable[Param, Awaitable[Tuple[bool, TOutput]]]
-    ) -> Callable[Param, Awaitable[TOutput]]:
-        cache: Dict[TKey, Tuple[datetime, TOutput]] = {}
-        keys: List[TKey] = []
-
-        def in_cache(key: TKey) -> bool:
-            # key not in cache
-            if key not in cache:
-                return False
-
-            # key in cache but expired
-            if datetime.now() - cache[key][0] > ttl:
-                return False
-
-            # key in cache and not expired
-            return True
-
-        def update_cache_and_return(key: TKey, flag: bool, value: TOutput) -> TOutput:
-            # if flag = False, do not update cache and return value
-            if not flag:
-                return value
-
-            # if flag = True, update cache
-            now = datetime.now()
-            cache[key] = (now, value)
-            keys.append(key)
-
-            # remove oldest key if cache is full
-            if len(keys) > max_size:
-                try:
-                    # Should not raise KeyError, but just in case
-                    del cache[keys.pop(0)]
-                except KeyError:
-                    # Already deleted by another thread
-                    pass
-
-            # return value from cache
-            return value  # equal to cache[key][1]
-
-        @wraps(func)
-        async def wrapper(*args: Param.args, **kwargs: Param.kwargs) -> TOutput:
-            key: TKey = tuple(args), frozenset(
-                [(k, v) for k, v in kwargs.items() if k not in ["no_cache"]]
-            )
-            if "no_cache" in kwargs and kwargs["no_cache"]:
-                (flag, value) = await func(*args, **kwargs)
-                return update_cache_and_return(key, flag, value)
-
-            if in_cache(key):
-                return cache[key][1]
-
-            (flag, value) = await func(*args, **kwargs)
-            return update_cache_and_return(key, flag, value)
-
-        return wrapper
-
-    return decorator
diff --git a/frontend/backend/src/utils/decorators.py b/frontend/backend/src/utils/decorators.py
deleted file mode 100644
index dd814ed2..00000000
--- a/frontend/backend/src/utils/decorators.py
+++ /dev/null
@@ -1,46 +0,0 @@
-import logging
-from datetime import datetime
-from functools import wraps
-from typing import Any, Callable, Dict, List
-
-from fastapi import Response, status
-
-
-def fail_gracefully(func: Callable[..., Any]):
-    @wraps(func)  # needed to play nice with FastAPI decorator
-    def wrapper(response: Response, *args: List[Any], **kwargs: Dict[str, Any]) -> Any:
-        start = datetime.now()
-        try:
-            data = func(response, *args, **kwargs)
-            return {"data": data, "message": "200 OK", "time": datetime.now() - start}
-        except Exception as e:
-            logging.exception(e)
-            response.status_code = status.HTTP_500_INTERNAL_SERVER_ERROR
-            return {
-                "data": [],
-                "message": f"Error {str(e)}",
-                "time": datetime.now() - start,
-            }
-
-    return wrapper
-
-
-def async_fail_gracefully(func: Callable[..., Any]):
-    @wraps(func)  # needed to play nice with FastAPI decorator
-    async def wrapper(
-        response: Response, *args: List[Any], **kwargs: Dict[str, Any]
-    ) -> Any:
-        start = datetime.now()
-        try:
-            data = await func(response, *args, **kwargs)
-            return {"data": data, "message": "200 OK", "time": datetime.now() - start}
-        except Exception as e:
-            logging.exception(e)
-            response.status_code = status.HTTP_500_INTERNAL_SERVER_ERROR
-            return {
-                "data": [],
-                "message": f"Error {str(e)}",
-                "time": datetime.now() - start,
-            }
-
-    return wrapper
diff --git a/frontend/backend/src/utils/gather.py b/frontend/backend/src/utils/gather.py
deleted file mode 100644
index ac43cdec..00000000
--- a/frontend/backend/src/utils/gather.py
+++ /dev/null
@@ -1,42 +0,0 @@
-import asyncio
-from functools import partial, wraps
-from typing import Any, Callable, Dict, List
-
-
-def async_function(func: Callable[..., Any]) -> Callable[..., Any]:
-    @wraps(func)
-    async def run(*args: List[Any], **kwargs: Dict[str, Any]) -> Any:
-        loop = asyncio.get_event_loop()
-        pfunc = partial(func, *args, **kwargs)
-        return await loop.run_in_executor(executor=None, func=pfunc)
-
-    return run
-
-
-async def gather_with_concurrency(
-    n: int, *tasks: List[Callable[..., Any]]
-) -> List[Any]:
-    semaphore = asyncio.Semaphore(n)
-
-    async def sem_task(task: Callable[..., Any]) -> Any:
-        async with semaphore:
-            return await task  # type: ignore
-
-    return await asyncio.gather(*(sem_task(task) for task in tasks))  # type: ignore
-
-
-async def gather(
-    funcs: List[Callable[..., Any]],
-    args_dicts: List[Dict[str, Any]],
-    max_threads: int = 5,
-) -> List[Any]:
-    """runs the given functions asynchronously"""
-
-    output: List[Any] = list(
-        await gather_with_concurrency(
-            max_threads,
-            *(async_function(func)(**kwargs) for func, kwargs in zip(funcs, args_dicts))
-        )
-    )
-
-    return output
diff --git a/frontend/backend/src/utils/utils.py b/frontend/backend/src/utils/utils.py
deleted file mode 100644
index 969bb9d8..00000000
--- a/frontend/backend/src/utils/utils.py
+++ /dev/null
@@ -1,45 +0,0 @@
-from datetime import date, datetime, timedelta
-from typing import Tuple
-
-
-def date_to_datetime(
-    dt: date, hour: int = 0, minute: int = 0, second: int = 0
-) -> datetime:
-    return datetime(dt.year, dt.month, dt.day, hour, minute, second)
-
-
-# returns start date, end date, string representing time range
-def use_time_range(
-    time_range: str, start_date: date, end_date: date
-) -> Tuple[date, date, str]:
-    duration_options = {
-        "one_month": (30, "Past 1 Month"),
-        "three_months": (90, "Past 3 Months"),
-        "six_months": (180, "Past 6 Months"),
-        "one_year": (365, "Past 1 Year"),
-        "all_time": (365 * 10, "All Time"),
-    }
-
-    start_str = start_date.strftime("X%m/X%d/%Y").replace("X0", "X").replace("X", "")
-    end_str = end_date.strftime("X%m/X%d/%Y").replace("X0", "X").replace("X", "")
-    if end_date == date.today():
-        end_str = "Present"
-    time_str = f"{start_str} - {end_str}"
-
-    if time_range in duration_options:
-        days, time_str = duration_options[time_range]
-        end_date = date.today()
-        start_date = date.today() - timedelta(days)
-
-    return start_date, end_date, time_str
-
-
-def format_number(num: int) -> str:
-    if num > 10000:
-        return f"~{str(num // 1000)}k lines"
-    elif num > 1000:
-        return f"~{str(num // 100 / 10)}k lines"
-    elif num > 100:
-        return f"~{str(num // 100 * 100)} lines"
-    else:
-        return "<100 lines"
diff --git a/frontend/backend/tests/__init__.py b/frontend/backend/tests/__init__.py
deleted file mode 100644
index 134bb6a6..00000000
--- a/frontend/backend/tests/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from dotenv import find_dotenv, load_dotenv
-
-load_dotenv(find_dotenv(), verbose=True)
diff --git a/frontend/backend/tests/aggregation/__init__.py b/frontend/backend/tests/aggregation/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/aggregation/layer0/__init__.py b/frontend/backend/tests/aggregation/layer0/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/aggregation/layer0/test_contributions.py b/frontend/backend/tests/aggregation/layer0/test_contributions.py
deleted file mode 100644
index 47afd4d8..00000000
--- a/frontend/backend/tests/aggregation/layer0/test_contributions.py
+++ /dev/null
@@ -1,20 +0,0 @@
-from datetime import date, timedelta
-
-from aiounittest.case import AsyncTestCase
-
-from src.aggregation.layer0.contributions import get_contributions
-from src.constants import TEST_TOKEN as TOKEN, TEST_USER_ID as USER_ID
-from src.models import UserContributions
-
-
-class TestTemplate(AsyncTestCase):
-    async def test_get_contributions(self):
-        response = await get_contributions(
-            user_id=USER_ID,
-            start_date=date.today() - timedelta(days=30),
-            end_date=date.today(),
-            access_token=TOKEN,
-        )
-        self.assertIsInstance(response, UserContributions)
-
-        # TODO: Add further validation
diff --git a/frontend/backend/tests/aggregation/layer0/test_follows.py b/frontend/backend/tests/aggregation/layer0/test_follows.py
deleted file mode 100644
index 7664c806..00000000
--- a/frontend/backend/tests/aggregation/layer0/test_follows.py
+++ /dev/null
@@ -1,13 +0,0 @@
-import unittest
-
-from src.aggregation.layer0.follows import get_user_follows
-from src.constants import TEST_TOKEN as TOKEN, TEST_USER_ID as USER_ID
-from src.models import UserFollows
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_follows(self):
-        response = get_user_follows(USER_ID, TOKEN)
-        self.assertIsInstance(response, UserFollows)
-
-        # TODO: Add further validation
diff --git a/frontend/backend/tests/data/__init__.py b/frontend/backend/tests/data/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/data/github/__init__.py b/frontend/backend/tests/data/github/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/data/github/auth/__init__.py b/frontend/backend/tests/data/github/auth/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/data/github/auth/test_main.py b/frontend/backend/tests/data/github/auth/test_main.py
deleted file mode 100644
index decda2e4..00000000
--- a/frontend/backend/tests/data/github/auth/test_main.py
+++ /dev/null
@@ -1,16 +0,0 @@
-import unittest
-
-from src.constants import TEST_TOKEN as TOKEN, TEST_USER_ID as USER_ID
-from src.data.github.auth.main import get_unknown_user
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_unknown_user_valid(self):
-        user_id = get_unknown_user(TOKEN)
-        self.assertEqual(user_id, USER_ID)
-
-    def test_get_unknown_user_invalid(self):
-        user_id = get_unknown_user("")
-        self.assertEqual(user_id, None)
-
-    # TODO: test authenticate()
diff --git a/frontend/backend/tests/data/github/graphql/__init__.py b/frontend/backend/tests/data/github/graphql/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/data/github/graphql/test_commits.py b/frontend/backend/tests/data/github/graphql/test_commits.py
deleted file mode 100644
index a7190597..00000000
--- a/frontend/backend/tests/data/github/graphql/test_commits.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import unittest
-
-from src.constants import TEST_NODE_IDS as NODE_IDS, TEST_TOKEN as TOKEN
-from src.data.github.graphql import RawCommit, get_commits
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_commits(self):
-        node_ids = get_commits(access_token=TOKEN, node_ids=NODE_IDS, catch_errors=True)
-
-        # assert returns equal number of commits
-        self.assertIsInstance(node_ids, list)
-        self.assertEqual(len(node_ids), len(NODE_IDS))
-
-        self.assertIsInstance(node_ids[0], RawCommit)
-
-    def test_get_commits_invalid_access_token(self):
-        node_ids = get_commits(access_token="", node_ids=NODE_IDS, catch_errors=True)
-
-        # assert returns list of Nones
-        self.assertIsInstance(node_ids, list)
-        self.assertEqual(len(node_ids), len(NODE_IDS))
-        self.assertIsInstance(node_ids[0], type(None))
-
-    def test_get_commits_invalid_node_ids(self):
-        node_ids = get_commits(
-            access_token=TOKEN,
-            node_ids=[NODE_IDS[0], "", NODE_IDS[1]],
-            catch_errors=True,
-        )
-
-        self.assertIsInstance(node_ids[0], RawCommit)
-        self.assertIsInstance(node_ids[1], type(None))
-        self.assertIsInstance(node_ids[2], RawCommit)
diff --git a/frontend/backend/tests/data/github/graphql/test_repo.py b/frontend/backend/tests/data/github/graphql/test_repo.py
deleted file mode 100644
index 8e81ee5c..00000000
--- a/frontend/backend/tests/data/github/graphql/test_repo.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import unittest
-
-from src.constants import (
-    TEST_REPO as REPO,
-    TEST_TOKEN as TOKEN,
-    TEST_USER_ID as USER_ID,
-)
-from src.data.github.graphql import RawRepo, get_repo
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_repo(self):
-        repo: RawRepo = get_repo(  # type: ignore
-            access_token=TOKEN, owner=USER_ID, repo=REPO, catch_errors=True
-        )
-
-        # assert returns equal number of commits
-        self.assertIsInstance(repo, RawRepo)
-        self.assertEqual(repo.is_private, False)
-        self.assertGreater(repo.fork_count, 0)
-        self.assertGreater(repo.stargazer_count, 0)
-
-    def test_get_repo_invalid_access_token(self):
-        repo = get_repo(access_token="", owner=USER_ID, repo=REPO, catch_errors=True)
-
-        # assert returns None
-        self.assertIsInstance(repo, type(None))
-
-    def test_get_commits_invalid_args(self):
-        repo = get_repo(
-            access_token=TOKEN, owner="abc123", repo=REPO, catch_errors=True
-        )
-
-        self.assertIsInstance(repo, type(None))
diff --git a/frontend/backend/tests/data/github/graphql/test_user_contribs.py b/frontend/backend/tests/data/github/graphql/test_user_contribs.py
deleted file mode 100644
index f8e7b2be..00000000
--- a/frontend/backend/tests/data/github/graphql/test_user_contribs.py
+++ /dev/null
@@ -1,32 +0,0 @@
-import unittest
-from datetime import datetime, timedelta
-
-from src.constants import TEST_TOKEN as TOKEN, TEST_USER_ID as USER_ID
-from src.data.github.graphql import (
-    RawCalendar,
-    RawEvents,
-    get_user_contribution_calendar,
-    get_user_contribution_events,
-)
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_user_contribution_calendar(self):
-        response = get_user_contribution_calendar(
-            user_id=USER_ID,
-            access_token=TOKEN,
-            start_date=datetime.now() - timedelta(days=30),
-            end_date=datetime.now(),
-        )
-
-        self.assertIsInstance(response, RawCalendar)
-
-    def test_get_user_contribution_events(self):
-        response = get_user_contribution_events(
-            user_id=USER_ID,
-            access_token=TOKEN,
-            start_date=datetime.now() - timedelta(days=30),
-            end_date=datetime.now(),
-        )
-
-        self.assertIsInstance(response, RawEvents)
diff --git a/frontend/backend/tests/data/github/graphql/test_user_follows.py b/frontend/backend/tests/data/github/graphql/test_user_follows.py
deleted file mode 100644
index 65be59bd..00000000
--- a/frontend/backend/tests/data/github/graphql/test_user_follows.py
+++ /dev/null
@@ -1,20 +0,0 @@
-import unittest
-
-from src.constants import TEST_TOKEN as TOKEN, TEST_USER_ID as USER_ID
-from src.data.github.graphql import RawFollows, get_user_followers, get_user_following
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_user_followers(self):
-        response = get_user_followers(user_id=USER_ID, access_token=TOKEN)
-        self.assertIsInstance(response, RawFollows)
-
-        response = get_user_followers(user_id=USER_ID, access_token=TOKEN, first=1)
-        self.assertLessEqual(len(response.nodes), 1)
-
-    def test_get_user_following(self):
-        response = get_user_following(user_id=USER_ID, access_token=TOKEN)
-        self.assertIsInstance(response, RawFollows)
-
-        response = get_user_following(user_id=USER_ID, access_token=TOKEN, first=1)
-        self.assertLessEqual(len(response.nodes), 1)
diff --git a/frontend/backend/tests/data/github/rest/__init__.py b/frontend/backend/tests/data/github/rest/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/data/github/rest/test_commit.py b/frontend/backend/tests/data/github/rest/test_commit.py
deleted file mode 100644
index d37c27ae..00000000
--- a/frontend/backend/tests/data/github/rest/test_commit.py
+++ /dev/null
@@ -1,26 +0,0 @@
-import unittest
-
-from src.constants import (
-    TEST_REPO as REPO,
-    TEST_SHA as SHA,
-    TEST_TOKEN as TOKEN,
-    TEST_USER_ID as USER_ID,
-)
-from src.data.github.rest import RawCommitFile, get_commit_files
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_commit_files(self):
-        commits = get_commit_files(
-            access_token=TOKEN, owner=USER_ID, repo=REPO, sha=SHA
-        )
-        self.assertIsInstance(commits, list)
-        self.assertIsInstance(commits[0], RawCommitFile)  # type: ignore
-
-    def test_get_commit_files_invalid_access_token(self):
-        repo = get_commit_files(access_token="", owner=USER_ID, repo=REPO, sha=SHA)
-        self.assertEqual(repo, None)
-
-    def test_get_commit_files_invalid_args(self):
-        repo = get_commit_files(access_token=TOKEN, owner="abc123", repo=REPO, sha=SHA)
-        self.assertEqual(repo, None)
diff --git a/frontend/backend/tests/data/github/rest/test_repo.py b/frontend/backend/tests/data/github/rest/test_repo.py
deleted file mode 100644
index 06e753f2..00000000
--- a/frontend/backend/tests/data/github/rest/test_repo.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import unittest
-
-from src.constants import (
-    TEST_REPO as REPO,
-    TEST_TOKEN as TOKEN,
-    TEST_USER_ID as USER_ID,
-)
-from src.data.github.rest import RawCommit, get_repo_commits
-
-
-class TestTemplate(unittest.TestCase):
-    def test_get_repo_commits(self):
-        commits = get_repo_commits(access_token=TOKEN, owner=USER_ID, repo=REPO)
-        self.assertIsInstance(commits, list)
-        self.assertIsInstance(commits[0], RawCommit)
-
-    def test_get_repo_commits_invalid_access_token(self):
-        repo = get_repo_commits(access_token="", owner=USER_ID, repo=REPO)
-        self.assertEqual(repo, [])
-
-    def test_get_repo_commits_invalid_args(self):
-        repo = get_repo_commits(access_token=TOKEN, owner="abc123", repo=REPO)
-        self.assertEqual(repo, [])
diff --git a/frontend/backend/tests/utils/__init__.py b/frontend/backend/tests/utils/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/frontend/backend/tests/utils/test_alru_cache.py b/frontend/backend/tests/utils/test_alru_cache.py
deleted file mode 100644
index b9dd4235..00000000
--- a/frontend/backend/tests/utils/test_alru_cache.py
+++ /dev/null
@@ -1,111 +0,0 @@
-from asyncio import sleep
-from datetime import timedelta
-from typing import Tuple
-
-from aiounittest.case import AsyncTestCase
-
-from src.utils import alru_cache
-
-
-class TestTemplate(AsyncTestCase):
-    async def test_basic_alru_cache(self):
-        count = 0
-
-        @alru_cache()
-        async def f(x: int) -> Tuple[bool, int]:
-            nonlocal count
-            count += 1
-            return (True, x)
-
-        assert count == 0
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(2) == 2
-        assert count == 2
-        assert await f(2) == 2
-        assert count == 2
-        assert await f(1) == 1
-        assert count == 2
-
-    async def test_alru_cache_with_flag(self):
-        count = 0
-
-        @alru_cache()
-        async def f(x: int) -> Tuple[bool, int]:
-            nonlocal count
-            count += 1
-            return (count % 2 == 0, x)
-
-        assert count == 0
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(1) == 1
-        assert count == 2
-        assert await f(2) == 2
-        assert count == 3
-        assert await f(3) == 3
-        assert count == 4
-        assert await f(3) == 3
-        assert count == 4
-
-    async def test_alru_cache_with_maxsize(self):
-        count = 0
-
-        @alru_cache(max_size=2)
-        async def f(x: int) -> Tuple[bool, int]:
-            nonlocal count
-            count += 1
-            return (True, x)
-
-        assert count == 0
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(2) == 2
-        assert count == 2
-        assert await f(3) == 3
-        assert count == 3
-        assert await f(1) == 1
-        assert count == 4
-
-    async def test_alru_cache_with_ttl(self):
-        count = 0
-
-        @alru_cache(ttl=timedelta(milliseconds=1))
-        async def f(x: int) -> Tuple[bool, int]:
-            nonlocal count
-            count += 1
-            return (True, x)
-
-        assert count == 0
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(1) == 1
-        assert count == 1
-        await sleep(0.01)
-        assert await f(1) == 1
-        assert count == 2
-
-    async def test_alru_cache_with_no_cache(self):
-        count = 0
-
-        @alru_cache()
-        async def f(x: int, no_cache: bool = False) -> Tuple[bool, int]:
-            nonlocal count
-            count += 1
-            return (True, x)
-
-        assert count == 0
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(1) == 1
-        assert count == 1
-        assert await f(2) == 2
-        assert count == 2
-        assert await f(2, no_cache=True) == 2
-        assert count == 3
-        assert await f(3) == 3
-        assert count == 4
-        assert await f(3, no_cache=False) == 3
-        assert count == 4
diff --git a/frontend/backend/transfer_mongodb.bash b/frontend/backend/transfer_mongodb.bash
deleted file mode 100644
index 4a1d0e8d..00000000
--- a/frontend/backend/transfer_mongodb.bash
+++ /dev/null
@@ -1,31 +0,0 @@
-if [ $# -eq 0 ]; then
-    echo "Usage: $0 <mongodb_password>"
-    exit 1
-fi
-
-# Export
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db dev_backend --collection secrets --username root --password "$1" > ./dev_secrets.json
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db dev_backend --collection users --username root --password "$1" > ./dev_users.json
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db dev_backend --collection user_months --username root --password "$1" > ./dev_user_months.json
-
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db prod_backend --collection secrets --username root --password "$1" > ./prod_secrets.json
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db prod_backend --collection users --username root --password "$1" > ./prod_users.json
-mongoexport --uri "mongodb+srv://backend.aqlpb.mongodb.net/" --db prod_backend --collection user_months --username root --password "$1" > ./prod_user_months.json
-
-# Import
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db dev_backend --collection secrets --username root --password "$1" < ./dev_secrets.json
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db dev_backend --collection users --username root --password "$1" < ./dev_users.json
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db dev_backend --collection user_months --username root --password "$1" < ./dev_user_months.json
-
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db prod_backend --collection secrets --username root --password "$1" < ./prod_secrets.json
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db prod_backend --collection users --username root --password "$1" < ./prod_users.json
-mongoimport --uri "mongodb+srv://backend2.e50j8dp.mongodb.net/" --db prod_backend --collection user_months --username root --password "$1" < ./prod_user_months.json
-
-# Remove
-rm ./dev_secrets.json
-rm ./dev_users.json
-rm ./dev_user_months.json
-
-rm ./prod_secrets.json
-rm ./prod_users.json
-rm ./prod_user_months.json
\ No newline at end of file
diff --git a/frontend/backend/yarn.lock b/frontend/backend/yarn.lock
deleted file mode 100644
index fb57ccd1..00000000
--- a/frontend/backend/yarn.lock
+++ /dev/null
@@ -1,4 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
diff --git a/frontend/frontend/src/pages/Home/Home.js b/frontend/frontend/src/pages/Home/Home.js
index 615a64e3..59ae3a89 100644
--- a/frontend/frontend/src/pages/Home/Home.js
+++ b/frontend/frontend/src/pages/Home/Home.js
@@ -17,8 +17,6 @@ import { HOST } from '../../constants';
 import { CardTypes } from '../../utils';
 
 const HomeScreen = () => {
-  console.log('new env var:', process.env.VERCEL_RELATED_PROJECTS);
-
   const [isLoading, setIsLoading] = useState(false);
 
   const userId = useSelector((state) => state.user.userId);
diff --git a/frontend/vercel.json b/frontend/vercel.json
index 1e10f21e..d7a899e6 100644
--- a/frontend/vercel.json
+++ b/frontend/vercel.json
@@ -1,6 +1,5 @@
 {
   "buildCommand": "yarn build-trends",
   "outputDirectory": "build",
-  "installCommand": "yarn install",
-  "relatedProjects": ["prj_ubTjOvYDA9zS24cT9hMARICRm9Vm"]
+  "installCommand": "yarn install"
 }
\ No newline at end of file