ANP Exploratory Data Analysis

Repo that contains an exploratory data analysis of pre-salt wells and geo data from public ANP data base. You can check by yourself the data base clicking here.

For the present analysis, we provide all necessary data files, check out "data" dir. There you can find all data related to the general wells and pre-salt wells.

The georeferencing data is sited in "Campos" dir. There you can find .shp files related to some Petroleum fields provided by ANP.

Remark: This work IS NOT related to our jobs. We do it in our free time.

Where is the analysis?

You can find what we are doing in the eda_anp_presentation_pyBR14.ipynb sited in "notebook" dir. Check it out! That notebook was used as a base to the presentation Diego did at Python Brasil[14], the biggest brazilian Python conference.

To enjoy the best, download the .ipynb and run locally in your computer (instructions below).

What did you used?

Essentially we did an exploratory data analysis to answer and visualizate more easily some data related to wells. Special attention was given to pre-salt wells, knowing that they are a very promising energy source to Brazil.

So, looking for an easy visualization, we employ some data analysis over a map. Breafly speaking, we used:

• pandas for handling the data set;
• GeoPandas for handling georeferencing .shp and associate files;
• Folium to build maps;
• Altair, Seaborn and Matplotlib to data visualization.

I want to try myself, what I have to do?

We use conda envs and strongly recommend you do the same. If you use conda, we provide our environment.yml for you, just install from our file and you will have the same environment than us, readily reproducible.

Others package manager will be available soon.

Amazing work! How I can contribute?

• Install our environment;
• Create a branch to your work;
• Do your contribution in your branch;
• After you finished, send us a PR.

Remark: If you added some extra packages to the environment, please update the environment.yml in the PR too.

I like the way you do it, can I touch this?

Yes, but please cite us properly under MIT license.

Oh, I want to talk with who did this work

One can contact us through the emails:

• Diego Volpatto: [email protected]
• Eduardo Bürgel: [email protected]