diff --git a/mytoyota/client.py b/mytoyota/client.py
index 5d0f8b9b..a60eafe6 100644
--- a/mytoyota/client.py
+++ b/mytoyota/client.py
@@ -3,7 +3,7 @@
 import json
 import logging
 
-import pendulum
+import arrow
 
 from .api import Controller
 from .const import (
@@ -134,19 +134,19 @@ async def get_driving_statistics(
 
         def calculate_from_date() -> str:
             if interval == "day":
-                date = pendulum.now().subtract(days=1).format("YYYY-MM-DD")
+                date = arrow.now().shift(days=-1).format("YYYY-MM-DD")
                 return date
 
-            date = pendulum.now().start_of(interval).format("YYYY-MM-DD")
-
-            if date == pendulum.now().format("YYYY-MM-DD"):
+            if interval == "week":
                 date = (
-                    pendulum.now()
-                    .subtract(days=1)
-                    .start_of(interval)
+                    arrow.now()
+                    .span("week", week_start=7)[0]
+                    .shift(days=-1)
                     .format("YYYY-MM-DD")
                 )
                 return date
+
+            date = arrow.now().floor("month").shift(days=-1).format("YYYY-MM-DD")
             return date
 
         if from_date is None:
diff --git a/poetry.lock b/poetry.lock
index a03165cd..f987cad2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,708 +1,676 @@
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-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "astroid"
-version = "2.5.2"
-description = "An abstract syntax tree for Python with inference support."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-wrapt = ">=1.11,<1.13"
-
-[[package]]
-name = "black"
-version = "20.8b1"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-appdirs = "*"
-click = ">=7.1.2"
-mypy-extensions = ">=0.4.3"
-pathspec = ">=0.6,<1"
-regex = ">=2020.1.8"
-toml = ">=0.10.1"
-typed-ast = ">=1.4.0"
-typing-extensions = ">=3.7.4"
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
-
-[[package]]
-name = "certifi"
-version = "2020.12.5"
-description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "cfgv"
-version = "3.2.0"
-description = "Validate configuration and produce human readable error messages."
-category = "dev"
-optional = false
-python-versions = ">=3.6.1"
-
-[[package]]
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-description = "Composable command line interface toolkit"
-category = "dev"
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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
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-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
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-version = "0.3.1"
-description = "Distribution utilities"
-category = "dev"
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-python-versions = "*"
-
-[[package]]
-name = "filelock"
-version = "3.0.12"
-description = "A platform independent file lock."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "flake8"
-version = "3.9.0"
-description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-
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-version = "0.12.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
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-python-versions = ">=3.6"
-
-[[package]]
-name = "httpcore"
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-description = "A minimal low-level HTTP client."
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-python-versions = ">=3.6"
-
-[package.dependencies]
-h11 = "<1.0.0"
-sniffio = ">=1.0.0,<2.0.0"
-
-[package.extras]
-http2 = ["h2 (>=3,<5)"]
-
-[[package]]
-name = "httpx"
-version = "0.17.1"
-description = "The next generation HTTP client."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-certifi = "*"
-httpcore = ">=0.12.1,<0.13"
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-sniffio = "*"
-
-[package.extras]
-brotli = ["brotlipy (>=0.7.0,<0.8.0)"]
-http2 = ["h2 (>=3.0.0,<4.0.0)"]
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-[[package]]
-name = "identify"
-version = "2.2.2"
-description = "File identification library for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.6.1"
-
-[package.extras]
-license = ["editdistance-s"]
-
-[[package]]
-name = "idna"
-version = "3.1"
-description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
-optional = false
-python-versions = ">=3.4"
-
-[[package]]
-name = "isort"
-version = "5.8.0"
-description = "A Python utility / library to sort Python imports."
-category = "dev"
-optional = false
-python-versions = ">=3.6,<4.0"
-
-[package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-
-[[package]]
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-
-[package.extras]
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+    {file = "typed_ast-1.4.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:d746a437cdbca200622385305aedd9aef68e8a645e385cc483bdc5e488f07166"},
+    {file = "typed_ast-1.4.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:14bf1522cdee369e8f5581238edac09150c765ec1cb33615855889cf33dcb92d"},
+    {file = "typed_ast-1.4.2-cp39-cp39-win32.whl", hash = "sha256:cc7b98bf58167b7f2db91a4327da24fb93368838eb84a44c472283778fc2446b"},
+    {file = "typed_ast-1.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:7147e2a76c75f0f64c4319886e7639e490fee87c9d25cb1d4faef1d8cf83a440"},
+    {file = "typed_ast-1.4.2.tar.gz", hash = "sha256:9fc0b3cb5d1720e7141d103cf4819aea239f7d136acf9ee4a69b047b7986175a"},
+]
+typing-extensions = [
+    {file = "typing_extensions-3.7.4.3-py2-none-any.whl", hash = "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"},
+    {file = "typing_extensions-3.7.4.3-py3-none-any.whl", hash = "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918"},
+    {file = "typing_extensions-3.7.4.3.tar.gz", hash = "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c"},
+]
+uuid = [
+    {file = "uuid-1.30.tar.gz", hash = "sha256:1f87cc004ac5120466f36c5beae48b4c48cc411968eed0eaecd3da82aa96193f"},
+]
+virtualenv = [
+    {file = "virtualenv-20.4.3-py2.py3-none-any.whl", hash = "sha256:83f95875d382c7abafe06bd2a4cdd1b363e1bb77e02f155ebe8ac082a916b37c"},
+    {file = "virtualenv-20.4.3.tar.gz", hash = "sha256:49ec4eb4c224c6f7dd81bb6d0a28a09ecae5894f4e593c89b0db0885f565a107"},
+]
+wrapt = [
+    {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index c5955eb0..91456260 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,50 +1,50 @@
-[tool.poetry]
-name = "mytoyota"
-description = "Python client for Toyota Connected Services."
-authors = ["Simon Grud Hansen <simongrud@gmail.com>"]
-license = "MIT"
-readme = "README.md"
-version = "0.3.0"
-classifiers = [
-    "Development Status :: 4 - Beta",
-    "License :: OSI Approved :: MIT License",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
-]
-keywords = [
-    "Toyota",
-    "Car",
-    "MYT",
-]
-homepage = "https://github.com/DurgNomis-drol/mytoyota"
-repository = "https://github.com/DurgNomis-drol/mytoyota"
-
-[tool.poetry.urls]
-"Bug Tracker" = "https://github.com/DurgNomis-drol/mytoyota/issues"
-"Release Notes" = "https://github.com/DurgNomis-drol/mytoyota/releases"
-
-[tool.poetry.dependencies]
-python = "^3.8"
-langcodes = "^3.1.0"
-uuid = "^1.30"
-httpx = "^0.17.1"
-pendulum = "^2.1.2"
-
-[tool.poetry.dev-dependencies]
-pre-commit = "^2.11.1"
-black = "^20.8b1"
-flake8 = "^3.8.4"
-pylint = "^2.7.2"
-isort = "^5.7.0"
-
-[tool.pylint.format]
-max-line-length = 99
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.isort]
-profile = "black"
-force_sort_within_sections = true
-combine_as_imports = true
+[tool.poetry]
+name = "mytoyota"
+description = "Python client for Toyota Connected Services."
+authors = ["Simon Grud Hansen <simongrud@gmail.com>"]
+license = "MIT"
+readme = "README.md"
+version = "0.3.1"
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+]
+keywords = [
+    "Toyota",
+    "Car",
+    "MYT",
+]
+homepage = "https://github.com/DurgNomis-drol/mytoyota"
+repository = "https://github.com/DurgNomis-drol/mytoyota"
+
+[tool.poetry.urls]
+"Bug Tracker" = "https://github.com/DurgNomis-drol/mytoyota/issues"
+"Release Notes" = "https://github.com/DurgNomis-drol/mytoyota/releases"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+langcodes = "^3.1.0"
+uuid = "^1.30"
+httpx = "^0.17.1"
+arrow = "^1.1.1"
+
+[tool.poetry.dev-dependencies]
+pre-commit = "^2.11.1"
+black = "^20.8b1"
+flake8 = "^3.8.4"
+pylint = "^2.7.2"
+isort = "^5.7.0"
+
+[tool.pylint.format]
+max-line-length = 99
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.isort]
+profile = "black"
+force_sort_within_sections = true
+combine_as_imports = true
diff --git a/requirements.txt b/requirements.txt
index a9d04ee1..84614f79 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 httpx~=0.17.1
 uuid~=1.30
 langcodes~=3.1.0
-pendulum~=1.4.2
 setuptools~=54.1.2
+arrow~=1.1.1