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# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
pip-wheel-metadata/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
target/
# Jupyter Notebook
.ipynb_checkpoints
# IPython
profile_default/
ipython_config.py
# pyenv
.python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
local-cdn/
node_modules/
package-lock.json

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MIT License
Copyright (c) 2023 Kristofers Solo
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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# LU Data analysis and visualization
## Task
Read [here](./TASK.md).

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# Data analysis and visualization -- Homework 2
## Task 1 (4 points)
Show the graph ([`matplotlib`](https://pypi.org/project/matplotlib/) bar chart):
1. the average wind speed for each day in August (file [`vejaAtrumsFaktiskais.xlsx`](./data/vejaAtrumsFaktiskais.xlsx)).
2. the maximum gust wind speed for each day in August (file [`vejaAtrumsBrazmas.xlsx`](./data/vejaAtrumsBrazmas.xlsx)).
The graph must contain all the elements (explanations on the **axes**, **legend**, **caption**) shown in the result example:
![bar chart](./examples/bar-chart.png)
## Task 2 (6 points)
Create a [`matplotlib`](https://pypi.org/project/matplotlib/) box plot that shows the daily average temperature statistics by season.
An example of the final result is shown below. The graph must contain all the elements shown in the example.
You can use the [`pandas`](https://pypi.org/project/pandas/) or [`numpy`](https://pypi.org/project/numpy/) functionality to aggregate the data.
Note that the statistical values are calculated by the box plot function, but you need to aggregate the average temperatures by day for the individual seasons.
For this exercise, assume that the winter months are December, January and February, the spring months are March to May, the summer months are June to August and the autumn months are September to November.
Air temperatures are available in the file [`gaisaTemperatura2022.xlsx`](./data/gaisaTemperatura2022.xlsx)
![box plot](./examples/box-plot.png)

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[project]
name = "LU-Data-analysis-and-visualization"
version = "0.1.0"
description = "2nd homework for University of Latvia Python course - Data analysis and visualization"
authors = [{ name = "Kristofers Solo", email = "dev@kristofers.xyz" }]
readme = "README.md"
requires-python = ">=3.11"
license = { text = "MIT" }
dependencies = ["attrs==23.1.0", "loguru==0.7.2"]
[tool.mypy]
check_untyped_defs = true
disallow_any_generics = true
ignore_missing_imports = true
no_implicit_optional = true
no_implicit_reexport = true
show_error_codes = true
strict_equality = true
warn_redundant_casts = true
warn_return_any = true
warn_unreachable = true
warn_unused_configs = true
[tool.ruff]
line-length = 160
[tool.black]
line-length = 160
[tool.ruff.flake8-quotes]
docstring-quotes = "double"

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attrs>=23.1.0
loguru>=0.7.2

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requirements_dev.txt Normal file
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mypy>=1.6.1
pytest>=7.4.3
ruff>=0.1.4