Projeto Python

O objetivo consiste em disponibilizar exemplos variados de Python obtidos da internet.

Para conhecer um pouco mais do meu trabalho, acesse o meu site:

https://guilherme.readthedocs.io/en/latest

Guilherme Martins

Ultima atualização: 12/05/2022.

Links de apoio:

Atualizar pip3

pip3 install --upgrade pip

Adicionar eixo secundário no gráfico

1. https://stackoverflow.com/questions/5484922/secondary-axis-with-twinx-how-to-add-to-legend

Adicionar texto no gráfico

1. https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.text.html

Climatologia e Anomalia

1. https://docs.xarray.dev/en/stable/examples/weather-data.html

2. https://stackoverflow.com/questions/42709838/getting-monthly-climatology-using-xarray-in-python

Datasets para uso

1. https://biostat.app.vumc.org/wiki/Main/DataSets

Desinstalar python 2

1. https://stackoverflow.com/questions/44602191/how-to-completely-uninstall-python-2-7-13-on-ubuntu-16-04

sudo apt purge -y python2.7-minimal

Desinstalar Python 3.6

1. https://askubuntu.com/questions/911448/uninstall-python-3-6

sudo apt-get remove --purge python3.6

Download de arquivos com autenticação

https://www.youtube.com/watch?v=XGUS6DYZfCc&ab_channel=GeoDeltaLabs

Geopandas

https://datascientyst.com/plot-latitude-longitude-pandas-dataframe-python/

Informa um relatório detalhado sobre o dataset:

1. https://www.geeksforgeeks.org/how-to-install-pandas-profiling-on-linux/

pip3 install Pandas-Profiling

2. https://stackoverflow.com/questions/41201686/from-configparser-import-safeconfigparser-importerror-no-module-named-configpa

3. pyjanitor-devs/pyjanitor#696

Instalar outra versão do Python

conda create --name mlbook python=3.9.12

Instalar ipykernel

pip install ipykernel

Instalar Python

conda install python

Ler excel:

1. https://pypi.org/project/xlrd/#description

conda install -c anaconda xlrd

ou

pip install xlrd

Manipulação de dados NetCDF

https://nctoolkit.readthedocs.io/en/latest/introduction.html

METPY

https://unidata.github.io/MetPy/latest/index.html

Pandas

1. https://pandas.pydata.org/docs/user_guide/merging.html

Personalização de barra de cores

1. https://stackoverflow.com/questions/14777066/matplotlib-discrete-colorbar

2. https://stackoverflow.com/questions/15908371/matplotlib-colorbars-and-its-text-labels

3. https://qastack.com.br/programming/15908371/matplotlib-colorbars-and-its-text-labels

4. https://matplotlib.org/stable/tutorials/colors/colorbar_only.html

Personalização do gráfico de barras

1. https://stackoverflow.com/questions/28129606/how-to-create-a-matplotlib-bar-chart-with-a-threshold-line

2. https://stackoverflow.com/questions/28931224/adding-value-labels-on-a-matplotlib-bar-chart

3. https://www.geeksforgeeks.org/adding-value-labels-on-a-matplotlib-bar-chart/

Personalização da legenda para gráfico de linha

1. https://jakevdp.github.io/PythonDataScienceHandbook/04.06-customizing-legends.html

Plotly

1. https://coderzcolumn.com/tutorials/data-science/cufflinks-how-to-create-plotly-charts-from-pandas-dataframe-with-one-line-of-code

2. https://plotly.com/python/line-and-scatter

3. https://plotly.com/python/facet-plots

Plotando NetCDF com shapefile

1. https://samprafael.medium.com/plotando-dados-netcdf-e-shapefile-com-python-e-geopandas-f6252ed4308e

Proplot

1. Customização do Matplotlib:

   • https://matplotlib.org/stable/tutorials/introductory/customizing.html

2. Configuração do proplot:

   • https://proplot.readthedocs.io/en/stable/configuration.html#meta-settings

   • https://proplot.readthedocs.io/en/stable/configuration.html

   • https://proplot.readthedocs.io/en/stable/configuration.html?highlight=large%20font#table-of-settings

3. Formatação dos eixos x e y:

   • https://proplot.readthedocs.io/en/stable/cartesian.html#Tick-formatting

4. Gráfico de barras:

   • https://proplot.readthedocs.io/en/stable/1dplots.html

5. Configuração do gráfico:

   • https://proplot.readthedocs.io/en/stable/configuration.html

6. Alterar o tamanho das fontes:

   • https://proplot.readthedocs.io/en/stable/configuration.html#meta-settings

7. Cores pelos nomes:

   • https://proplot.readthedocs.io/en/stable/colors.html?highlight=color%20name#Color-names
   • https://proplot.readthedocs.io/en/stable/colors.html

8. Tipo de fonte:

   • https://proplot.readthedocs.io/en/stable/fonts.html

9. Formatação da barra de cores:

   • https://proplot.readthedocs.io/en/stable/api/proplot.axes.Axes.colorbar.html

10. Formatação geral da figura:

    • https://proplot.readthedocs.io/en/stable/api/proplot.axes.Axes.format.html

11. Formatação geral da legenda:

    • https://proplot.readthedocs.io/en/stable/api/proplot.axes.Axes.legend.html

12. Formatação geral da legenda:

    • https://proplot.readthedocs.io/en/stable/api/proplot.axes.PlotAxes.html

13. Tabela de cores:

    • https://proplot.readthedocs.io/en/latest/colormaps.html

SEABORN

1. https://www.python-graph-gallery.com/

2. https://seaborn.pydata.org/

Substituir valores em uma coluna

https://www.delftstack.com/pt/howto/python-pandas/pandas-replace-values-in-column/

UNIDATA

1. https://unidata.github.io/MetPy/v0.11/installguide.html

2. https://unidata.github.io/MetPy/latest/examples/index.html