khammami/forcis

Dataset Card for Processed FORCIS Data

Dataset Name: Processed FORCIS Data

Source: FRBCesab/forcis (originally from Zenodo: https://zenodo.org/records/12724286)

Description:

This dataset is a processed version of the FORCIS data, obtained from Zenodo. The original data uses a custom delimiter (;) and may contain leading/trailing whitespace and special characters. This processed version addresses these issues and provides a clean, comma-separated values (CSV) format for easier use.

Processing Steps:

The processing steps involved:

1. 1.Data Acquisition: Downloaded the FORCIS data from Zenodo.
2. 2.Cleaning:
3. 3.Removed leading/trailing whitespace from each line.
4. 4.Escaped special characters for safekeeping.
5. 5.Formatting:
6. 6.Converted the data to comma-separated values (CSV) format.
7. 7.Missing Value Correction:

• —Added a "data_type" column where missing in some CSVs
• —Validated data consistency across all columns

Data Format:

• —Format: Comma-separated values (CSV)
• —Encoding: UTF-8
• —Line endings: LF (Unix-style)
• —First row: Header with column names
• —Missing values: Represented as "NA"

License:

This processed dataset is available under GPL-2.0 license. For the original FORCIS data license terms, please refer to the Zenodo repository at doi.org/10.5281/zenodo.12724286.

Usage Notes:

• —This dataset is intended for researchers and data scientists interested in working with the FORCIS data
• —Familiarity with the original FORCIS data structure is recommended for optimal use
• —Each CSV contains consistent column headers and data types
• —Data types include:
• —Numeric: Float and Integer values
• —Categorical: String values
• —Temporal: Date/Time values
• —Missing values (NA) should be handled appropriately in analysis
• —Consider memory requirements when loading the complete merged dataset

Citation:

To acknowledge the use of this processed FORCIS data, please cite:

1. 1.Original Dataset (v10): <https://doi.org/10.5281/zenodo.12724286>

1. 1.Processed Dataset:

   @dataset{processed_forcis_2024,
    title={Processed FORCIS Data},
    author={Hammami, Khalil},
    version={1.0},
    note={Based on FORCIS v10},
    year={2024},
    publisher={Hugging Face},
    url={<https://huggingface.co/datasets/khammami/forcis}>
    }