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GitHub / kubekmonika / air-quality-analysis

Analysis of air quality data in Poland (PM2.5)

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kubekmonika%2Fair-quality-analysis

Stars: 0
Forks: 0
Open Issues: 0

License: None
Language: Python
Repo Size: 67.4 MB
Dependencies: 494

Created: over 2 years ago
Updated: about 2 years ago
Last pushed: almost 2 years ago
Last synced: about 1 year ago

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Readme

Dependencies

environment.yaml conda

_py-xgboost-mutex 2.0
alembic 1.7.6
anyio 3.5.0
appdirs 1.4.4
appnope 0.1.2
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
asn1crypto 1.4.0
asttokens 2.0.5
attrs 21.4.0
babel 2.9.1
backcall 0.2.0
backports 1.0
backports.functools_lru_cache 1.6.4
black 21.12b0
blas 1.0
bleach 4.1.0
bottleneck 1.3.2
brotlipy 0.7.0
ca-certificates 2021.10.8
catalogue 2.0.6
catboost 1.0.4
certifi 2021.10.8
cffi 1.15.0
charset-normalizer 2.0.10
chart-studio 1.1.0
click 8.0.3
cloudpickle 2.0.0
colorama 0.4.4
colorlover 0.3.0
configparser 5.2.0
confuse 1.7.0
cryptography 36.0.1
cufflinks-py 0.17.3
cycler 0.11.0
cymem 2.0.6
cython-blis 0.7.6
databricks-cli 0.12.1
dataclasses 0.8
datefinder 0.7.1
debugpy 1.5.1
decorator 5.1.1
defusedxml 0.7.1
docker-py 5.0.3
docker-pycreds 0.4.0
entrypoints 0.3
executing 0.8.2
flask 2.0.3
flit-core 3.6.0
freetype 2.10.4
funcy 1.17
future 0.18.2
gensim 4.1.2
gitdb 4.0.9
gitpython 3.1.27
greenlet 1.1.2
gunicorn 20.1.0
htmlmin 0.1.12
idna 3.3
imagehash 4.2.1
imbalanced-learn 0.7.0
importlib-metadata 4.10.1
importlib_resources 5.4.0
intel-openmp 2021.4.0
ipykernel 6.7.0
ipython 8.0.1
ipython_genutils 0.2.0
ipywidgets 7.6.5
itsdangerous 2.1.0
jbig 2.1
jedi 0.18.1
jinja2 3.0.3
joblib 1.1.0
jpeg 9e
json5 0.9.5
jsonschema 4.4.0
jupyter_client 7.1.2
jupyter_core 4.9.1
jupyter_server 1.13.4
jupyterlab 3.2.8
jupyterlab_pygments 0.1.2
jupyterlab_server 2.10.3
jupyterlab_widgets 1.0.2
kiwisolver 1.3.2
kmodes 0.11.1
langcodes 3.3.0
lcms2 2.12
lerc 2.2.1
libblas 3.9.0
libcblas 3.9.0
libcxx 12.0.0
libdeflate 1.7
libffi 3.3
libgfortran 5.0.0
libgfortran5 9.3.0
liblapack 3.9.0
libllvm10 10.0.1
libpng 1.6.37
libprotobuf 3.18.0
libsodium 1.0.18
libtiff 4.3.0
libwebp-base 1.2.2
libxgboost 1.5.1
lightgbm 3.3.2
llvm-openmp 12.0.1
llvmlite 0.36.0
lz4-c 1.9.3
mako 1.1.6
markupsafe 2.0.1
matplotlib-base 3.2.2
matplotlib-inline 0.1.3
missingno 0.4.2
mistune 0.8.4
mkl 2021.4.0
mkl-service 2.4.0
mkl_fft 1.3.1
mkl_random 1.2.2
mlflow 1.24.0
mlxtend 0.19.0
multimethod 1.4
murmurhash 1.0.6
mypy_extensions 0.4.3
nbclassic 0.3.5
nbclient 0.5.10
nbconvert 6.4.1
nbformat 5.1.3
ncurses 6.3
nest-asyncio 1.5.4
networkx 2.5
nltk 3.6.7
notebook 6.4.8
numba 0.53.0
numexpr 2.8.1
numpy 1.21.2
numpy-base 1.21.2
olefile 0.46
openjpeg 2.4.0
openssl 1.1.1l
packaging 21.3
pandas 1.3.5
pandas-profiling 3.0.0
pandoc 2.17.0.1
pandocfilters 1.5.0
parso 0.8.3
pathspec 0.9.0
pathy 0.6.1
patsy 0.5.2
pexpect 4.8.0
phik 0.12.0
pickleshare 0.7.5
pillow 8.3.2
pip 21.2.4
platformdirs 2.3.0
plotly 5.1.0
preshed 3.0.6
prometheus_client 0.13.0
prometheus_flask_exporter 0.18.7
prompt-toolkit 3.0.26
protobuf 3.18.0
ptyprocess 0.7.0
pure_eval 0.2.2
py-xgboost 1.5.1
pybind11-abi 4
pycaret 2.2.3
pycparser 2.21
pydantic 1.8.2
pygments 2.11.2
pyldavis 3.3.1
pynndescent 0.5.6
pyod 0.9.8
pyopenssl 21.0.0
pyparsing 3.0.7
pyrsistent 0.18.1
pysocks 1.7.1
python 3.8.12
python-cufflinks 0.17.3
python-dateutil 2.8.2
python_abi 3.8
pytz 2021.3
pywavelets 1.2.0
pyyaml 6.0
pyzmq 22.3.0
querystring_parser 1.2.4
readline 8.1.2
regex 2022.3.2
requests 2.27.1
retrying 1.3.3
scikit-learn 0.23.2
scikit-plot 0.3.7
scipy 1.7.3
seaborn 0.11.2
seaborn-base 0.11.2
send2trash 1.8.0
setuptools 58.0.4
shellingham 1.4.0
six 1.15.0
smart_open 5.2.1
smmap 3.0.5
sniffio 1.2.0
spacy 3.2.2
spacy-legacy 3.0.9
spacy-loggers 1.0.1
sqlalchemy 1.4.31
sqlite 3.37.0
sqlparse 0.4.2
srsly 2.4.2
stack_data 0.1.4
statsmodels 0.13.1
tabulate 0.8.9
tangled-up-in-unicode 0.2.0
tbb 2021.5.0
tenacity 8.0.1
terminado 0.13.1
testpath 0.5.0
textblob 0.15.3
thinc 8.0.13
threadpoolctl 3.1.0
tk 8.6.11
tomli 1.2.2
tornado 6.1
tqdm 4.63.0
traitlets 5.1.1
typed-ast 1.5.2
typer 0.4.0
typing-extensions 4.0.1
typing_extensions 4.0.1
umap-learn 0.5.2
urllib3 1.26.8
visions 0.7.1
wasabi 0.9.0
wcwidth 0.2.5
webencodings 0.5.1
websocket-client 1.2.3
werkzeug 2.0.3
wheel 0.37.1
widgetsnbextension 3.5.2
wordcloud 1.8.1
xgboost 1.5.1
xz 5.2.5
yaml 0.2.5
yellowbrick 1.3.post1
zeromq 4.3.4
zipp 3.7.0
zlib 1.2.11
zstd 1.5.0

requirements.txt pypi

alembic =1.7.6=pyhd8ed1ab_0
anyio =3.5.0=py38h50d1736_0
appdirs =1.4.4=pyh9f0ad1d_0
appnope =0.1.2=py38h50d1736_2
argon2-cffi =21.3.0=pyhd8ed1ab_0
argon2-cffi-bindings =21.2.0=py38h96a0964_1
asn1crypto =1.4.0=pyh9f0ad1d_0
asttokens =2.0.5=pyhd8ed1ab_0
attrs =21.4.0=pyhd8ed1ab_0
babel =2.9.1=pyh44b312d_0
backcall =0.2.0=pyh9f0ad1d_0
backports =1.0=py_2
backports.functools_lru_cache =1.6.4=pyhd8ed1ab_0
black =21.12b0=pyhd8ed1ab_0
blas =1.0=mkl
bleach =4.1.0=pyhd8ed1ab_0
bottleneck =1.3.2=py38hf1fa96c_1
brotlipy =0.7.0=py38h96a0964_1003
ca-certificates =2020.10.14=0
catalogue =2.0.6=py38h50d1736_1
catboost =1.0.4=py38h50d1736_1
certifi =2020.6.20=py38_0
cffi =1.15.0=py38hc55c11b_1
charset-normalizer =2.0.10=pyhd8ed1ab_0
chart-studio =1.1.0=pyh9f0ad1d_0
click =8.0.3=py38h50d1736_1
cloudpickle =2.0.0=pyhd8ed1ab_0
colorama =0.4.4=pyh9f0ad1d_0
colorlover =0.3.0=py_0
configparser =5.2.0=pyhd8ed1ab_0
confuse =1.7.0=pyhd8ed1ab_0
cryptography =36.0.1=py38h56c4533_0
cufflinks-py =0.17.3=py_0
cycler =0.11.0=pyhd8ed1ab_0
cymem =2.0.6=py38ha048514_2
cython-blis =0.7.6=py38hbe852b5_0
databricks-cli =0.12.1=pyhd8ed1ab_0
dataclasses =0.8=pyhc8e2a94_3
datefinder =0.7.1=pyh9f0ad1d_0
debugpy =1.5.1=py38ha048514_0
decorator =5.1.1=pyhd8ed1ab_0
defusedxml =0.7.1=pyhd8ed1ab_0
docker-py =5.0.3=py38h50d1736_2
docker-pycreds =0.4.0=py_0
entrypoints =0.3=pyhd8ed1ab_1003
et_xmlfile =1.0.1=py_1001
executing =0.8.2=pyhd8ed1ab_0
flask =2.0.3=pyhd8ed1ab_0
flit-core =3.6.0=pyhd8ed1ab_0
freetype =2.10.4=h4cff582_1
funcy =1.17=pyhd8ed1ab_0
future =0.18.2=py38h50d1736_4
gensim =4.1.2=py38ha048514_0
gitdb =4.0.9=pyhd8ed1ab_0
gitpython =3.1.27=pyhd8ed1ab_0
greenlet =1.1.2=py38ha048514_1
gunicorn =20.1.0=py38h50d1736_1
htmlmin =0.1.12=py_1
idna =3.3=pyhd8ed1ab_0
imagehash =4.2.1=pyhd8ed1ab_0
imbalanced-learn =0.7.0=py_1
importlib-metadata =4.10.1=py38h50d1736_0
importlib_resources =5.4.0=pyhd8ed1ab_0
intel-openmp =2021.4.0=hecd8cb5_3538
ipykernel =6.7.0=py38h5fd9f69_0
ipython =8.0.1=py38h50d1736_0
ipython_genutils =0.2.0=py_1
ipywidgets =7.6.5=pyhd8ed1ab_0
itsdangerous =2.1.0=pyhd8ed1ab_0
jbig =2.1=h0d85af4_2003
jdcal =1.4.1=py_0
jedi =0.18.1=py38h50d1736_0
jinja2 =3.0.3=pyhd8ed1ab_0
joblib =1.1.0=pyhd8ed1ab_0
jpeg =9e=h0d85af4_0
json5 =0.9.5=pyh9f0ad1d_0
jsonschema =4.4.0=pyhd8ed1ab_0
jupyter_client =7.1.2=pyhd8ed1ab_0
jupyter_core =4.9.1=py38h50d1736_1
jupyter_server =1.13.4=pyhd8ed1ab_0
jupyterlab =3.2.8=pyhd8ed1ab_0
jupyterlab_pygments =0.1.2=pyh9f0ad1d_0
jupyterlab_server =2.10.3=pyhd8ed1ab_0
jupyterlab_widgets =1.0.2=pyhd8ed1ab_0
kiwisolver =1.3.2=py38h12bbefe_1
kmodes =0.11.1=pyhd8ed1ab_0
langcodes =3.3.0=pyhd8ed1ab_0
lcms2 =2.12=h577c468_0
lerc =2.2.1=h046ec9c_0
libblas =3.9.0=12_osx64_mkl
libcblas =3.9.0=12_osx64_mkl
libcxx =12.0.0=h2f01273_0
libdeflate =1.7=h35c211d_5
libffi =3.3=hb1e8313_2
libgfortran =5.0.0=9_3_0_h6c81a4c_23
libgfortran5 =9.3.0=h6c81a4c_23
liblapack =3.9.0=12_osx64_mkl
libllvm10 =10.0.1=h009f743_3
libpng =1.6.37=h7cec526_2
libprotobuf =3.18.0=hcf210ce_1
libsodium =1.0.18=hbcb3906_1
libtiff =4.3.0=h1167814_1
libwebp-base =1.2.2=h0d85af4_1
libxgboost =1.5.1=cpu_h598c753_2
lightgbm =3.3.2=py38hffa2396_0
llvm-openmp =12.0.1=hda6cdc1_1
llvmlite =0.36.0=py38h872f124_0
lz4-c =1.9.3=he49afe7_1
mako =1.1.6=pyhd8ed1ab_0
markupsafe =2.0.1=py38h96a0964_1
matplotlib-base =3.2.2=py38h1300a51_1
matplotlib-inline =0.1.3=pyhd8ed1ab_0
missingno =0.4.2=py_1
mistune =0.8.4=py38h96a0964_1005
mkl =2021.4.0=hecd8cb5_637
mkl-service =2.4.0=py38h9ed2024_0
mkl_fft =1.3.1=py38h4ab4a9b_0
mkl_random =1.2.2=py38hb2f4e1b_0
mlflow =1.24.0=py38hf6bc2c6_0
mlxtend =0.19.0=pyhd8ed1ab_0
multimethod =1.4=py_0
murmurhash =1.0.6=py38ha048514_2
mypy_extensions =0.4.3=py38h50d1736_4
nbclassic =0.3.5=pyhd8ed1ab_0
nbclient =0.5.10=pyhd8ed1ab_1
nbconvert =6.4.1=py38h50d1736_0
nbformat =5.1.3=pyhd8ed1ab_0
ncurses =6.3=hca72f7f_2
nest-asyncio =1.5.4=pyhd8ed1ab_0
networkx =2.5=py_0
nltk =3.6.7=pyhd8ed1ab_0
notebook =6.4.8=pyha770c72_0
numba =0.53.0=py38hab5c5c7_0
numexpr =2.8.1=py38h2e5f0a9_0
numpy =1.21.2=py38h4b4dc7a_0
numpy-base =1.21.2=py38he0bd621_0
olefile =0.46=pyh9f0ad1d_1
openjpeg =2.4.0=h6e7aa92_1
openpyxl =3.0.5=py_0
openssl =1.1.1n=hca72f7f_0
packaging =21.3=pyhd8ed1ab_0
pandas =1.3.5=py38h743cdd8_0
pandas-profiling =3.0.0=pyhd8ed1ab_0
pandoc =2.17.0.1=h694c41f_1
pandocfilters =1.5.0=pyhd8ed1ab_0
parso =0.8.3=pyhd8ed1ab_0
pathspec =0.9.0=pyhd8ed1ab_0
pathy =0.6.1=pyhd8ed1ab_0
patsy =0.5.2=pyhd8ed1ab_0
pexpect =4.8.0=pyh9f0ad1d_2
phik =0.12.0=py38hf79be9d_1
pickleshare =0.7.5=py_1003
pillow =8.3.2=py38hee640a0_0
pip =21.2.4=py38hecd8cb5_0
platformdirs =2.3.0=pyhd8ed1ab_0
plotly =5.1.0=pyhd3eb1b0_0
preshed =3.0.6=py38ha048514_1
prometheus_client =0.13.0=pyhd8ed1ab_0
prometheus_flask_exporter =0.18.7=pyhd8ed1ab_0
prompt-toolkit =3.0.26=pyha770c72_0
protobuf =3.18.0=py38ha048514_0
ptyprocess =0.7.0=pyhd3deb0d_0
pure_eval =0.2.2=pyhd8ed1ab_0
py-xgboost =1.5.1=cpu_py38he866dac_2
pybind11-abi =4=hd8ed1ab_3
pycaret =2.2.3=pyhd3deb0d_0
pycparser =2.21=pyhd8ed1ab_0
pydantic =1.8.2=py38h96a0964_2
pygments =2.11.2=pyhd8ed1ab_0
pyldavis =3.3.1=pyhd8ed1ab_0
pynndescent =0.5.6=pyh6c4a22f_0
pyod =0.9.8=pyhd8ed1ab_0
pyopenssl =21.0.0=pyhd8ed1ab_0
pyparsing =3.0.7=pyhd8ed1ab_0
pyrsistent =0.18.1=py38h96a0964_0
pysocks =1.7.1=py38h50d1736_4
python =3.8.12=h88f2d9e_0
python-cufflinks =0.17.3=py_0
python-dateutil =2.8.2=pyhd8ed1ab_0
python_abi =3.8=2_cp38
pytz =2021.3=pyhd8ed1ab_0
pywavelets =1.2.0=py38hbe852b5_1
pyyaml =6.0=py38h96a0964_3
pyzmq =22.3.0=py38hd3b92b6_1
querystring_parser =1.2.4=py_0
readline =8.1.2=hca72f7f_1
regex =2022.3.2=py38hed1de0f_0
requests =2.27.1=pyhd8ed1ab_0
retrying =1.3.3=py_2
scikit-learn =0.23.2=py38h740a60c_3
scikit-plot =0.3.7=py_1
scipy =1.7.3=py38hd329d04_0
seaborn =0.11.2=hd8ed1ab_0
seaborn-base =0.11.2=pyhd8ed1ab_0
send2trash =1.8.0=pyhd8ed1ab_0
setuptools =58.0.4=py38hecd8cb5_0
shap =0.40.0=py38ha53d530_1
shellingham =1.4.0=pyh44b312d_0
six =1.15.0=py38hecd8cb5_0
slicer =0.0.7=pyhd8ed1ab_0
smart_open =5.2.1=pyhd8ed1ab_0
smmap =3.0.5=pyh44b312d_0
sniffio =1.2.0=py38h50d1736_2
spacy =3.2.2=py38hb0f0857_0
spacy-legacy =3.0.9=pyhd8ed1ab_0
spacy-loggers =1.0.1=pyhd8ed1ab_0
sqlalchemy =1.4.31=py38h96a0964_0
sqlite =3.37.0=h707629a_0
sqlparse =0.4.2=pyhd8ed1ab_0
srsly =2.4.2=py38ha048514_1
stack_data =0.1.4=pyhd8ed1ab_0
statsmodels =0.13.1=py38hbe852b5_0
tabulate =0.8.9=pyhd8ed1ab_0
tangled-up-in-unicode =0.2.0=pyhd8ed1ab_0
tbb =2021.5.0=h940c156_0
tenacity =8.0.1=py38hecd8cb5_0
terminado =0.13.1=py38h50d1736_0
testpath =0.5.0=pyhd8ed1ab_0
textblob =0.15.3=py_0
thinc =8.0.13=py38hb0f0857_0
threadpoolctl =3.1.0=pyh8a188c0_0
tk =8.6.11=h7bc2e8c_0
tomli =1.2.2=pyhd8ed1ab_0
tornado =6.1=py38h96a0964_2
tqdm =4.63.0=pyhd8ed1ab_0
traitlets =5.1.1=pyhd8ed1ab_0
typed-ast =1.5.2=py38h96a0964_0
typer =0.4.0=pyhd8ed1ab_0
typing-extensions =4.0.1=hd8ed1ab_0
typing_extensions =4.0.1=pyha770c72_0
umap-learn =0.5.2=py38h50d1736_1
urllib3 =1.26.8=pyhd8ed1ab_1
visions =0.7.1=pyhd8ed1ab_0
wasabi =0.9.0=pyhd8ed1ab_0
wcwidth =0.2.5=pyh9f0ad1d_2
webencodings =0.5.1=py_1
websocket-client =1.2.3=pyhd8ed1ab_0
werkzeug =2.0.3=pyhd8ed1ab_1
wheel =0.37.1=pyhd3eb1b0_0
widgetsnbextension =3.5.2=py38h50d1736_1
wordcloud =1.8.1=py38h96a0964_2
xgboost =1.5.1=cpu_py38h39ba569_2
xz =5.2.5=h1de35cc_0
yaml =0.2.5=h0d85af4_2
yellowbrick =1.3.post1=pyhd8ed1ab_1
zeromq =4.3.4=he49afe7_1
zipp =3.7.0=pyhd8ed1ab_0
zlib =1.2.11=h4dc903c_4
zstd =1.5.0=h582d3a0_0