add data

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.gitignore

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+.venv/

README.md

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----
-license: gpl-2.0
----
+---
+language:
+- en
+tags:
+- climate
+- oceanography
+- marine-biology
+- micropaleontology
+- foraminifera
+- plankton
+- biodiversity
+license: gpl-2.0
+source_datasets:
+- https://zenodo.org/records/12724286
+pretty_name: FORCIS / Processed Data
+configs:
+  - config_name: cpr_north
+    data_files: "data/v10/forcis-cpr-north-11072024.csv"
+    default: TRUE
+  - config_name: cpr_south
+    data_files: "data/v10/forcis-cpr-south-11072024.csv"
+  - config_name: net
+    data_files: "data/v10/forcis-net-11072024.csv"
+  - config_name: pump
+    data_files: "data/v10/forcis-pump-11072024.csv"
+  - config_name: trap
+    data_files: "data/v10/forcis-trap-11072024.csv"
+---
+
+# Dataset Card for Processed FORCIS Data
+
+**Dataset Name:** Processed FORCIS Data
+
+**Source:** [FRBCesab/forcis](https://github.com/FRBCesab/forcis) (originally from Zenodo: [https://zenodo.org/records/12724286](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. **Data Acquisition:** Downloaded the FORCIS data from Zenodo.
+2. **Cleaning:**
+   - Removed leading/trailing whitespace from each line.
+   - Escaped special characters for safekeeping.
+3. **Formatting:**
+   - Converted the data to comma-separated values (CSV) format.
+4. **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](https://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. Original Dataset (v10): <https://doi.org/10.5281/zenodo.12724286>
+
+2. Processed Dataset:
+
+   ```bibtex
+   @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}>
+    }
+   ```

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