diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index f86d4f7..aec16dd 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -39,8 +39,9 @@ jobs:
       - name: Linting
         run: |
           source .venv/bin/activate
-          poetry run black src tests --check
-          poetry run pylint src tests
+          poetry run isort wrdcld tests --check
+          poetry run black wrdcld tests --check
+          poetry run pylint wrdcld tests
 
       - name: Tests
         run: |
diff --git a/README.md b/README.md
index 859d934..fedfd53 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ A predictable, interpretable wordcloud library
 Run `poetry install`
 
 ## Development
-Run `poetry run black src tests` and `poetry run pylint src tests` for styling and linting.
+Run `poetry run isort wrdcld tests`, `poetry run black wrdcld tests` and `poetry run pylint wrdcld tests` for styling and linting.
 
 ## Testing
 Run `python -m unittest discover tests/`
diff --git a/fonts/OpenSans-Regular.ttf b/fonts/OpenSans-Regular.ttf
new file mode 100644
index 0000000..67803bb
Binary files /dev/null and b/fonts/OpenSans-Regular.ttf differ
diff --git a/poetry.lock b/poetry.lock
index 985f2a5..eb1723d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,114 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
+[[package]]
+name = "anyio"
+version = "4.4.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
+[[package]]
+name = "argon2-cffi"
+version = "23.1.0"
+description = "Argon2 for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[package.extras]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
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+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
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+]
+
+[package.dependencies]
+cffi = ">=1.0.1"
+
+[package.extras]
+dev = ["cogapp", "pre-commit", "pytest", "wheel"]
+tests = ["pytest"]
+
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
+
 [[package]]
 name = "astroid"
 version = "3.2.4"
@@ -14,6 +123,92 @@ files = [
 [package.dependencies]
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
+[[package]]
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
+    {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
+[[package]]
+name = "attrs"
+version = "24.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
+[[package]]
+name = "babel"
+version = "2.16.0"
+description = "Internationalization utilities"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+]
+
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
 [[package]]
 name = "black"
 version = "24.8.0"
@@ -60,6 +255,213 @@ d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "bleach"
+version = "6.1.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"},
+    {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"},
+]
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
+
+[[package]]
+name = "certifi"
+version = "2024.7.4"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+]
+
+[[package]]
+name = "cffi"
+version = "1.17.0"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cffi-1.17.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f9338cc05451f1942d0d8203ec2c346c830f8e86469903d5126c1f0a13a2bcbb"},
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 [[package]]
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 version = "8.1.7"
@@ -85,6 +487,76 @@ files = [
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 ]
 
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+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+traitlets = ">=4"
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "debugpy"
+version = "1.8.5"
+description = "An implementation of the Debug Adapter Protocol for Python"
+optional = false
+python-versions = ">=3.8"
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+
+[[package]]
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+description = "Decorators for Humans"
+optional = false
+python-versions = ">=3.5"
+files = [
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+
+[[package]]
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+description = "XML bomb protection for Python stdlib modules"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
+
 [[package]]
 name = "dill"
 version = "0.3.8"
@@ -101,117 +573,1004 @@ graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
-name = "isort"
-version = "5.13.2"
-description = "A Python utility / library to sort Python imports."
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+version = "1.2.2"
+description = "Backport of PEP 654 (exception groups)"
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+python-versions = ">=3.7"
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 ]
 
 [package.extras]
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+test = ["pytest (>=6)"]
 
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-version = "0.7.0"
-description = "McCabe checker, plugin for flake8"
+name = "executing"
+version = "2.0.1"
+description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.5"
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 spelling = ["pyenchant (>=3.2,<4.0)"]
 testutils = ["gitpython (>3)"]
 
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+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
+[[package]]
+name = "soupsieve"
+version = "2.5"
+description = "A modern CSS selector implementation for Beautiful Soup."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+]
+
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
+files = [
+    {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
+    {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
+]
+
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
+[[package]]
+name = "terminado"
+version = "0.18.1"
+description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"},
+    {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"},
+]
+
+[package.dependencies]
+ptyprocess = {version = "*", markers = "os_name != \"nt\""}
+pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
+tornado = ">=6.1.0"
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
+
+[[package]]
+name = "tinycss2"
+version = "1.3.0"
+description = "A tiny CSS parser"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"},
+    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
+]
+
+[package.dependencies]
+webencodings = ">=0.4"
+
+[package.extras]
+doc = ["sphinx", "sphinx_rtd_theme"]
+test = ["pytest", "ruff"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -323,6 +2373,52 @@ files = [
     {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
 ]
 
+[[package]]
+name = "tornado"
+version = "6.4.1"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
+    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"},
+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"},
+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842"},
+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698"},
+    {file = "tornado-6.4.1-cp38-abi3-win32.whl", hash = "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"},
+    {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"},
+    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
+]
+
+[[package]]
+name = "traitlets"
+version = "5.14.3"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+
+[[package]]
+name = "types-python-dateutil"
+version = "2.9.0.20240316"
+description = "Typing stubs for python-dateutil"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
+    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -334,7 +2430,117 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
+[[package]]
+name = "uri-template"
+version = "1.3.0"
+description = "RFC 6570 URI Template Processor"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
+    {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
+]
+
+[package.extras]
+dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
+
+[[package]]
+name = "urllib3"
+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
+[[package]]
+name = "webcolors"
+version = "24.8.0"
+description = "A library for working with the color formats defined by HTML and CSS."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "webcolors-24.8.0-py3-none-any.whl", hash = "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"},
+    {file = "webcolors-24.8.0.tar.gz", hash = "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d"},
+]
+
+[package.extras]
+docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
+tests = ["coverage[toml]"]
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+optional = false
+python-versions = "*"
+files = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
+[[package]]
+name = "websocket-client"
+version = "1.8.0"
+description = "WebSocket client for Python with low level API options"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
+    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
+[[package]]
+name = "widgetsnbextension"
+version = "4.0.11"
+description = "Jupyter interactive widgets for Jupyter Notebook"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "widgetsnbextension-4.0.11-py3-none-any.whl", hash = "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36"},
+    {file = "widgetsnbextension-4.0.11.tar.gz", hash = "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.20.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
+    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "6d6c54ca1d900ac5d5216db246dbf03e74b976dc77f279e50f217c99ce181bd5"
+content-hash = "2820c343d9516a52df746e6e993cf7f6c587e724360d4c4a858ee0d14ddc58b3"
diff --git a/pyproject.toml b/pyproject.toml
index c4a8358..2372fd4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,12 @@ pillow = "^10.4.0"
 [tool.poetry.group.dev.dependencies]
 black = "^24.8.0"
 pylint = "^3.2.6"
+jupyter = "^1.0.0"
+isort = "^5.13.2"
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
+
+[tool.isort]
+profile = "black"
\ No newline at end of file
diff --git a/src/rectangle.py b/src/rectangle.py
deleted file mode 100644
index 52089c4..0000000
--- a/src/rectangle.py
+++ /dev/null
@@ -1,188 +0,0 @@
-from dataclasses import dataclass
-import math
-
-
-@dataclass(frozen=True)
-class Rectangle:
-    width: float
-    height: float
-    x: float
-    y: float
-
-    @property
-    def xy(self):
-        return (int(self.x + 0.5), int(self.y + 0.5))
-
-    @property
-    def wh(self):
-        return (math.ceil(self.width), math.ceil(self.height))
-
-    @property
-    def right(self):
-        return self.x + self.width
-
-    @property
-    def bottom(self):
-        return self.y + self.height
-
-    @property
-    def xyrb(self):
-        return (self.x, self.y, self.x + self.width, self.y + self.height)
-
-    @property
-    def area(self):
-        return self.width * self.height
-
-    @property
-    def rotated_ccw(self):
-        return Rectangle(
-            x=self.x,
-            y=self.y + self.height - self.width,
-            width=self.height,
-            height=self.width,
-        )
-
-    def __repr__(self):
-        return f"Rectangle(x={int(self.x)} y={int(self.y)} w={int(self.width)} h={int(self.height)})"
-
-
-def fill_remaining_space_horizontal(
-    outer_rect: Rectangle, inner_rect: Rectangle
-) -> list[Rectangle]:
-    """
-    Returns a list of rectangles that fill the remaining space between the outer and inner rectangles.
-
-    Args:
-        outer_rect (Rectangle): Outer rectangle.
-        inner_rect (Rectangle): Inner rectangle.
-
-    Returns:
-        list[Rectangle]: List of rectangles that fill the remaining space.
-    """
-    # Calculate the remaining space
-    remaining_width = outer_rect.width - inner_rect.width
-    remaining_height = outer_rect.height - inner_rect.height
-
-    # Calculate the x and y offsets for the inner rectangle
-    inner_x_offset = inner_rect.x - outer_rect.x
-    inner_y_offset = inner_rect.y - outer_rect.y
-
-    # Create a list to store the rectangles that fill the remaining space
-    rectangles = []
-
-    # Top rectangle
-    if inner_y_offset > 0:
-        rectangles.append(
-            Rectangle(
-                x=outer_rect.x,
-                y=outer_rect.y,
-                width=outer_rect.width,
-                height=inner_y_offset,
-            )
-        )
-
-    # Bottom rectangle
-    if remaining_height > 0:
-        rectangles.append(
-            Rectangle(
-                x=outer_rect.x,
-                y=inner_rect.bottom,
-                width=outer_rect.width,
-                height=outer_rect.height - inner_y_offset - inner_rect.height,
-            )
-        )
-
-    # Left rectangle
-    if inner_x_offset > 0:
-        rectangles.append(
-            Rectangle(
-                x=outer_rect.x,
-                y=inner_rect.y,
-                width=inner_x_offset,
-                height=inner_rect.height,
-            )
-        )
-
-    # Right rectangle
-    if remaining_width > 0:
-        rectangles.append(
-            Rectangle(
-                x=inner_rect.right,
-                y=inner_rect.y,
-                width=outer_rect.width - inner_x_offset - inner_rect.width,
-                height=inner_rect.height,
-            )
-        )
-
-    return rectangles
-
-
-def fill_remaining_space_vertical(
-    outer_rect: Rectangle, inner_rect: Rectangle
-) -> list[Rectangle]:
-    """
-    Returns a list of rectangles that fill the remaining space between the outer and inner rectangles.
-
-    Args:
-        outer_rect (Rectangle): Outer rectangle.
-        inner_rect (Rectangle): Inner rectangle.
-
-    Returns:
-        list[Rectangle]: List of rectangles that fill the remaining space.
-    """
-    # Calculate the remaining space
-    remaining_width = outer_rect.width - inner_rect.width
-    remaining_height = outer_rect.height - inner_rect.height
-
-    # Calculate the x and y offsets for the inner rectangle
-    inner_x_offset = inner_rect.x - outer_rect.x
-    inner_y_offset = inner_rect.y - outer_rect.y
-
-    # Create a list to store the rectangles that fill the remaining space
-    rectangles = []
-
-    # Top rectangle
-    if inner_y_offset > 0:
-        rectangles.append(
-            Rectangle(
-                x=inner_rect.x,
-                y=outer_rect.y,
-                width=inner_rect.width,
-                height=inner_y_offset,
-            )
-        )
-
-    # Bottom rectangle
-    if remaining_height > 0:
-        rectangles.append(
-            Rectangle(
-                x=inner_rect.x,
-                y=inner_rect.bottom,
-                width=inner_rect.width,
-                height=outer_rect.height - inner_y_offset - inner_rect.height,
-            )
-        )
-
-    # Left rectangle
-    if inner_x_offset > 0:
-        rectangles.append(
-            Rectangle(
-                x=outer_rect.x,
-                y=outer_rect.y,
-                width=inner_x_offset,
-                height=outer_rect.height,
-            )
-        )
-
-    # Right rectangle
-    if remaining_width > 0:
-        rectangles.append(
-            Rectangle(
-                x=inner_rect.right,
-                y=outer_rect.y,
-                width=outer_rect.width - inner_x_offset - inner_rect.width,
-                height=outer_rect.height,
-            )
-        )
-
-    return rectangles
diff --git a/test.py b/test.py
index b057d73..0086b44 100644
--- a/test.py
+++ b/test.py
@@ -1,5 +1,5 @@
 from collections import Counter
-from src import make_word_cloud
+from wrdcld import make_word_cloud
 
 with open("dancingmen.txt") as f:
     contents = f.read()
diff --git a/tests/test_rectangle.py b/tests/test_rectangle.py
index 42086ee..ae4b67f 100644
--- a/tests/test_rectangle.py
+++ b/tests/test_rectangle.py
@@ -1,6 +1,6 @@
 from unittest import TestCase
 
-from src.rectangle import Rectangle
+from wrdcld.rectangle import Rectangle
 
 
 class TestRectangle(TestCase):
diff --git a/src/__init__.py b/wrdcld/__init__.py
similarity index 91%
rename from src/__init__.py
rename to wrdcld/__init__.py
index 6d5f09d..19dff1e 100644
--- a/src/__init__.py
+++ b/wrdcld/__init__.py
@@ -1,5 +1,6 @@
-from collections import Counter
 import math
+from collections import Counter
+
 from PIL import Image, ImageDraw
 
 from .main import fill_next_word
@@ -32,7 +33,7 @@ def make_word_cloud(
             word, required_font_size, available_rectangles, img, canvas
         )
 
-        # img.show()
-        # input()
+    # for rectangle in available_rectangles:
+    #     canvas.rectangle(rectangle.xyrb)
 
     return img
diff --git a/src/font.py b/wrdcld/font.py
similarity index 53%
rename from src/font.py
rename to wrdcld/font.py
index c8ea491..74b28a0 100644
--- a/src/font.py
+++ b/wrdcld/font.py
@@ -1,18 +1,21 @@
-from pathlib import Path
 from PIL import Image, ImageDraw, ImageFont
 
+from wrdcld.util import get_repo_root
 
-FONT_PATH = Path(r"C:\\Windows\\Fonts\\Verdanab.ttf")
-# FONT_PATH = Path("/usr/share/fonts/truetype/liberation/LiberationSerif-Bold.ttf")
+
+def get_default_font_path():
+    return get_repo_root() / "fonts" / "OpenSans-Regular.ttf"
 
 
 def find_fontsize_for_width(width, word):
     fontsize = width / 2
     step = width / 2
 
+    font_path = get_default_font_path()
     while step > 0.5:
         step /= 2
-        font = ImageFont.truetype(FONT_PATH, fontsize)
+
+        font = ImageFont.truetype(font_path, fontsize)
         length = font.getlength(word)
 
         if length < width:
@@ -24,16 +27,28 @@ def find_fontsize_for_width(width, word):
 
 
 def draw_text(canvas, img, rectangle, word, font, rotate=False):
+    """
+    Draws the text on the img with the correct orientation.
+    """
     FONT_COLOR = (255, 255, 0)
 
+    # text can sometimes have a negative bounding box, so we need to account for that
+    text_bbox = font.getbbox(word)
+
     if rotate:
         text_image = Image.new("RGB", rectangle.rotated_ccw.wh, (73, 109, 137))
         text_draw = ImageDraw.Draw(text_image)
-        text_draw.text((0, 0), word, font=font, fill=FONT_COLOR)
+
+        text_draw.text((-text_bbox[0], -text_bbox[1]), word, font=font, fill=FONT_COLOR)
         rotated_text_image = text_image.rotate(90, expand=True)
         img.paste(rotated_text_image, rectangle.xy)
         # canvas.rectangle(rectangle.xyrb)
 
     else:
-        canvas.text(rectangle.xy, word, font=font, fill=FONT_COLOR)
+        canvas.text(
+            (rectangle.x - text_bbox[0], rectangle.y - text_bbox[1]),
+            word,
+            font=font,
+            fill=FONT_COLOR,
+        )
         # canvas.rectangle(rectangle.xyrb)
diff --git a/src/main.py b/wrdcld/main.py
similarity index 87%
rename from src/main.py
rename to wrdcld/main.py
index a79517b..2aadca1 100644
--- a/src/main.py
+++ b/wrdcld/main.py
@@ -1,11 +1,13 @@
 import random
+
 from PIL import ImageFont
 
-from .font import FONT_PATH, draw_text
+from .font import draw_text, get_default_font_path
 from .rectangle import (
     Rectangle,
     fill_remaining_space_horizontal,
     fill_remaining_space_vertical,
+    fill_space_around_word,
 )
 
 
@@ -52,7 +54,8 @@ def _fill(
 
 
 def fill_next_word(word, required_font_size, available_rectangles, img, canvas):
-    font = ImageFont.truetype(FONT_PATH, required_font_size)
+    font_path = get_default_font_path()
+    font = ImageFont.truetype(font_path, required_font_size)
     word_length = font.getlength(word)
 
     suitable_horizontal_rectangles = [
@@ -79,7 +82,6 @@ def fill_next_word(word, required_font_size, available_rectangles, img, canvas):
     )
 
     options = []
-
     if horizontal_option is not None:
         options.append("horizontal")
     if vertical_option is not None:
@@ -115,10 +117,20 @@ def fill_next_word(word, required_font_size, available_rectangles, img, canvas):
             rotate=True,
         )
 
+    fill_direction = random.choice(["horizontal", "vertical"])
+
     # figure out new available rectangles
     fill_func = random.choice(
         [fill_remaining_space_horizontal, fill_remaining_space_vertical]
     )
     new_available_rectangles = fill_func(chosen_rectangle, text_rectangle)
 
-    return available_rectangles + new_available_rectangles
+    available_rectangles_around_word = fill_space_around_word(
+        img, text_rectangle, fill_direction
+    )
+
+    return (
+        available_rectangles
+        + new_available_rectangles
+        + available_rectangles_around_word
+    )
diff --git a/wrdcld/rectangle.py b/wrdcld/rectangle.py
new file mode 100644
index 0000000..ac844b3
--- /dev/null
+++ b/wrdcld/rectangle.py
@@ -0,0 +1,379 @@
+import math
+from dataclasses import dataclass
+
+MIN_RECTANGLE_SIDE_LENGTH = 5
+
+
+@dataclass(frozen=True)
+class Rectangle:
+    width: float
+    height: float
+    x: float
+    y: float
+
+    @property
+    def xy(self):
+        """
+        Returns the coordinates of the rectangle as a tuple (x, y).
+        """
+        return (int(self.x + 0.5), int(self.y + 0.5))
+
+    @property
+    def wh(self):
+        """
+        Returns the width and height of the rectangle as a tuple (width, height).
+        """
+        return (math.ceil(self.width), math.ceil(self.height))
+
+    @property
+    def right(self):
+        return self.x + self.width
+
+    @property
+    def bottom(self):
+        return self.y + self.height
+
+    @property
+    def xyrb(self):
+        """
+        Returns the coordinates of the rectangle as a tuple (x, y, right, bottom).
+        """
+        return (self.x, self.y, self.x + self.width, self.y + self.height)
+
+    @property
+    def area(self):
+        """
+        Returns the area of the rectangle.
+        """
+        return self.width * self.height
+
+    @property
+    def rotated_ccw(self):
+        """
+        Returns a new rectangle that is rotated 90 degrees counter-clockwise.
+        """
+        return Rectangle(
+            x=self.x,
+            y=self.y + self.height - self.width,
+            width=self.height,
+            height=self.width,
+        )
+
+    def __repr__(self):
+        return f"Rectangle(x={int(self.x)} y={int(self.y)} w={int(self.width)} h={int(self.height)})"
+
+
+def _remove_small_rectangles(rectangles: list[Rectangle]) -> list[Rectangle]:
+    """
+    Removes rectangles that are smaller than the minimum rectangle side length.
+
+    Args:
+        rectangles (list[Rectangle]): List of rectangles.
+
+    Returns:
+        list[Rectangle]: List of rectangles with the small rectangles removed.
+    """
+    return [
+        rectangle
+        for rectangle in rectangles
+        if rectangle.height >= MIN_RECTANGLE_SIDE_LENGTH
+        and rectangle.width >= MIN_RECTANGLE_SIDE_LENGTH
+    ]
+
+
+def fill_remaining_space_horizontal(
+    outer_rect: Rectangle, inner_rect: Rectangle
+) -> list[Rectangle]:
+    """
+    Returns a list of rectangles that fill the remaining space between the outer and inner rectangles.
+
+    Args:
+        outer_rect (Rectangle): Outer rectangle.
+        inner_rect (Rectangle): Inner rectangle.
+
+    Returns:
+        list[Rectangle]: List of rectangles that fill the remaining space.
+    """
+    # Calculate the remaining space
+    remaining_width = outer_rect.width - inner_rect.width
+    remaining_height = outer_rect.height - inner_rect.height
+
+    # Calculate the x and y offsets for the inner rectangle
+    inner_x_offset = inner_rect.x - outer_rect.x
+    inner_y_offset = inner_rect.y - outer_rect.y
+
+    # Create a list to store the rectangles that fill the remaining space
+    rectangles = []
+
+    # Top rectangle
+    if inner_y_offset > 0:
+        rectangles.append(
+            Rectangle(
+                x=outer_rect.x,
+                y=outer_rect.y,
+                width=outer_rect.width,
+                height=inner_y_offset,
+            )
+        )
+
+    # Bottom rectangle
+    if remaining_height > 0:
+        rectangles.append(
+            Rectangle(
+                x=outer_rect.x,
+                y=inner_rect.bottom,
+                width=outer_rect.width,
+                height=outer_rect.height - inner_y_offset - inner_rect.height,
+            )
+        )
+
+    # Left rectangle
+    if inner_x_offset > 0:
+        rectangles.append(
+            Rectangle(
+                x=outer_rect.x,
+                y=inner_rect.y,
+                width=inner_x_offset,
+                height=inner_rect.height,
+            )
+        )
+
+    # Right rectangle
+    if remaining_width > 0:
+        rectangles.append(
+            Rectangle(
+                x=inner_rect.right,
+                y=inner_rect.y,
+                width=outer_rect.width - inner_x_offset - inner_rect.width,
+                height=inner_rect.height,
+            )
+        )
+
+    rectangles = _remove_small_rectangles(rectangles)
+
+    return rectangles
+
+
+def fill_remaining_space_vertical(
+    outer_rect: Rectangle, inner_rect: Rectangle
+) -> list[Rectangle]:
+    """
+    Returns a list of rectangles that fill the remaining space between the outer and inner rectangles.
+
+    Args:
+        outer_rect (Rectangle): Outer rectangle.
+        inner_rect (Rectangle): Inner rectangle.
+
+    Returns:
+        list[Rectangle]: List of rectangles that fill the remaining space.
+    """
+    # Calculate the remaining space
+    remaining_width = outer_rect.width - inner_rect.width
+    remaining_height = outer_rect.height - inner_rect.height
+
+    # Calculate the x and y offsets for the inner rectangle
+    inner_x_offset = inner_rect.x - outer_rect.x
+    inner_y_offset = inner_rect.y - outer_rect.y
+
+    # Create a list to store the rectangles that fill the remaining space
+    rectangles = []
+
+    # Top rectangle
+    if inner_y_offset > 0:
+        rectangles.append(
+            Rectangle(
+                x=inner_rect.x,
+                y=outer_rect.y,
+                width=inner_rect.width,
+                height=inner_y_offset,
+            )
+        )
+
+    # Bottom rectangle
+    if remaining_height > 0:
+        rectangles.append(
+            Rectangle(
+                x=inner_rect.x,
+                y=inner_rect.bottom,
+                width=inner_rect.width,
+                height=outer_rect.height - inner_y_offset - inner_rect.height,
+            )
+        )
+
+    # Left rectangle
+    if inner_x_offset > 0:
+        rectangles.append(
+            Rectangle(
+                x=outer_rect.x,
+                y=outer_rect.y,
+                width=inner_x_offset,
+                height=outer_rect.height,
+            )
+        )
+
+    # Right rectangle
+    if remaining_width > 0:
+        rectangles.append(
+            Rectangle(
+                x=inner_rect.right,
+                y=outer_rect.y,
+                width=outer_rect.width - inner_x_offset - inner_rect.width,
+                height=outer_rect.height,
+            )
+        )
+
+    rectangles = _remove_small_rectangles(rectangles)
+
+    return rectangles
+
+
+def _find_gaps_for_img_row(
+    img_row: list[int], base_value: int, image_width: int
+) -> tuple[list[int], list[int]]:
+    """
+    Finds the gaps in a row of an image.
+
+    Args:
+        img_row (list[int]): The row of the image.
+        base_value (int): The base value to compare against (the image background).
+        image_width (int): The width of the image.
+
+    Returns:
+        tuple[list[int], list[int]]: Tuple containing two lists. The first list contains the indices of the left edges of the gaps, and the second list contains the indices of the right edges of the gaps.
+    """
+    left_inds = []
+    right_inds = []
+
+    # find the gaps between the letters
+    left_inds = []
+    right_inds = []
+    new_rect_active = False
+    for col_ind, val in enumerate(img_row):
+        if val == base_value and not new_rect_active:
+            new_rect_active = True
+            left_inds.append(col_ind)
+        elif new_rect_active and val != base_value:
+            new_rect_active = False
+            right_inds.append(col_ind)
+        else:
+            continue
+
+    if new_rect_active:
+        right_inds.append(image_width)
+
+    return left_inds, right_inds
+
+
+def _make_new_rectangles(
+    rectangles: list[Rectangle],
+    row_ind: int,
+    left_inds: list[int],
+    right_inds: list[int],
+):
+
+    new_rectangles = []
+    for left_ind, right_ind in zip(left_inds, right_inds, strict=True):
+        # if the rectangle is too small
+        if right_ind - left_ind < MIN_RECTANGLE_SIDE_LENGTH:
+            continue
+        # if this is a continuation of an existing rectangle
+        extended = False
+        for rect_ind, rectangle in enumerate(rectangles):
+            if (
+                rectangle.bottom == row_ind
+                and rectangle.x == left_ind
+                and rectangle.right == right_ind
+            ):
+                rectangles[rect_ind] = Rectangle(
+                    x=rectangle.x,
+                    y=rectangle.y,
+                    width=rectangle.width,
+                    height=rectangle.height + 1,
+                )
+                extended = True
+                break
+        # otherwise it's a new rectangle
+        if not extended:
+            new_rectangles.append(
+                Rectangle(x=left_ind, y=row_ind, width=right_ind - left_ind, height=1)
+            )
+
+    return new_rectangles
+
+
+def fill_space_around_word(
+    img,
+    text_rect: Rectangle,
+    fill_direction: str,
+) -> list[Rectangle]:
+    """
+    Returns a list of rectangles that fill the remaining space
+
+    Args:
+        img (Image): the overaall wordcloud image.
+        text_rect (Rectangle): The rectangle containing the new text.
+        fill_direction (str): The direction to fill the space in. Either "horizontal" or "vertical".
+
+    Returns:
+        list[Rectangle]: List of rectangles that fill the remaining space.
+    """
+
+    img_section = img.crop(text_rect.xyrb)
+    img_width, img_height = img_section.size
+
+    # get the image data as a 2D array
+    img_data = img_section.quantize(2).getdata()
+    # img_data = [val for val in img_data]
+    img_data = list(img_data)
+    img_data = [
+        img_data[i * img_width : (i + 1) * img_width] for i in range(img_height)
+    ]
+
+    # transpose
+    if fill_direction == "horizontal":
+        img_data = list(zip(*img_data))
+
+    base_value = img_data[0][0]
+    rectangles = [Rectangle(x=0, y=0, width=len(img_data[0]), height=0)]
+    for row_ind, img_row in enumerate(img_data):
+
+        if fill_direction == "horizontal":
+            img_row = img_row[::-1]
+
+        left_inds, right_inds = _find_gaps_for_img_row(
+            img_row, base_value, len(img_data[0])
+        )
+
+        new_rectangles = _make_new_rectangles(
+            rectangles, row_ind, left_inds, right_inds
+        )
+        rectangles.extend(new_rectangles)
+
+    rectangles = _remove_small_rectangles(rectangles)
+
+    # if we rotated the image, we need to rotate the rectangles back
+    if fill_direction == "horizontal":
+        rotated_rectangles = []
+        for rectangle in rectangles:
+            rotated_rectangles.append(
+                Rectangle(
+                    x=rectangle.y,
+                    y=len(img_data[0]) - (rectangle.x + rectangle.width),
+                    width=rectangle.height,
+                    height=rectangle.width,
+                )
+            )
+        rectangles = rotated_rectangles
+
+    # offset the rectangles to the correct position
+    rectangles = [
+        Rectangle(
+            x=rectangle.x + text_rect.x,
+            y=rectangle.y + text_rect.y,
+            width=rectangle.width,
+            height=rectangle.height,
+        )
+        for rectangle in rectangles
+    ]
+
+    return rectangles
diff --git a/wrdcld/util.py b/wrdcld/util.py
new file mode 100644
index 0000000..648496f
--- /dev/null
+++ b/wrdcld/util.py
@@ -0,0 +1,5 @@
+from pathlib import Path
+
+
+def get_repo_root():
+    return Path(__file__).parent.parent