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Centralization of 3W Dataset in BibMon Toolkit: Data Loading and Structuring Functions #132

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Description:

This Pull Request focuses on the centralization and integration of the 3W Dataset within the BibMon toolkit, providing structured data loading and preparation functions.

  • Data Loading and Unification: Combines multiple Parquet files into a unified dataset for streamlined analysis.
  • Automatic Folder and File Mapping: Organizes data by operational situations based on predefined folder structures.
  • Timestamp Extraction and Formatting: Extracts and formats timestamps from filenames for consistency.

By creating this pull request, I confirm that I have read and fully accept and agree with one of the Petrobras' Contributor License Agreements (CLAs):

Our CLAs are based on the Apache Software Foundation's CLAs:

@ricardoevvargas
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Hello, @nabelly19.

Thank you for submitting this PR.

Over the last few weeks, we have been concentrating on the necessary steps to add to the 3W Dataset some types of undesirable events that occur during the well drilling stage. We believe that this increase (planned for the coming months) will promote significant progress in the 3W Project.

We intend to evaluate this and the other open PRs over the next few days.

Once again, thank you for submitting this PR.

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