Update README.md

README.md

@@ -16,35 +16,35 @@ task_categories:
 
 # Coq-HoTT Dataset
 
-## Dataset Description:
+## Dataset Description
 
-The Coq-HoTT Dataset is derived from the Coq-HoTT repository, a formalization of Homotopy Type Theory in the Coq proof assistant. This dataset processes `.v` (Coq source files) and `.md` (Markdown documentation) files to extract structured information, including definitions, theorems, proofs, comments, and dependencies.
+The Coq-HoTT Dataset is derived from the Coq-HoTT repository, focusing on the formalization of Homotopy Type Theory in the Coq proof assistant. This dataset processes `.v` files from the theories directory to extract mathematical content in a structured format.
 
-This work was inspired in part by Hugging Face user Andreas Florath (@florath) and his dataset contributions for Coq-based facts, properties, and proofs.
+This work builds upon the format established by Andreas Florath (@florath) in his Coq Facts, Propositions and Proofs dataset.
 
-### Dataset Structure:
+### Dataset Structure
 
 The dataset includes the following fields:
-- `filename`: The relative path of the file within the Coq-HoTT repository.
-- `title`: Extracted title or main comment from the file.
-- `imports`: List of Coq modules imported in the file.
-- `type`: The type of extracted content (e.g., `Definition`, `Lemma`, `Theorem`).
-- `name`: Identifier for the extracted entity.
-- `statement`: The formal statement or body of the definition/theorem.
-- `proof`: The associated proof script, if available.
-- `local_comments`: Comments related to the specific section or entity.
+- `fact`: The complete mathematical statement, including type (Definition/Lemma/Theorem), name, and body
+- `imports`: The Require Import statements from the source file
+- `filename`: The source file name within the theories directory
+- `symbolic_name`: The identifier of the mathematical object
+- `__index_level_0__`: Sequential index for the dataset
 
-### Example rows:
+### Example Row
 
-filename: "theories/Categories/Comma/InducedFunctors.v"
-type: "Definition"
-name: "comma_category_induced_functor"
-statement: "A function inducing a functor on comma categories"
-proof: "Proof omitted"
+```
+fact: "Definition minimal(n : nat) : Type := forall m : nat, P m -> n <= m."
+imports: "Require Import HoTT.Basics HoTT.Types. Require Import HoTT.Truncations.Core. Require Import HoTT.Spaces.Nat.Core."
+filename: "BoundedSearch.v"
+symbolic_name: "minimal"
+__index_level_0__: 0
+```
 
-### Source Code:
+### Source Code
 
-The dataset was generated using a custom Python script that traverses the Coq-HoTT repository to extract structured data. It leverages text parsing and regular expressions to clean and organize content. `.v` files were processed for mathematical content, while `.md` files were included to retain important documentation and context.
+The dataset was generated using a custom Python script that processes the Coq-HoTT repository's theories directory, extracting mathematical content while preserving the structure and relationships between definitions, imports, and their source files.
+``` to clean and organize content. `.v` files were processed for mathematical content, while `.md` files were included to retain important documentation and context.
 
 ### Usage:
 
@@ -57,17 +57,6 @@ This dataset is designed for:
 
 This dataset is distributed under the  BSD 2-clause licence, aligning with the license of the original Coq-HoTT repository.
 
-### Citation:
-
-If you use this dataset in your research or application, please cite it as follows:
-
-@dataset{coq_hott_dataset,
-  title = {Coq-HoTT Dataset},
-  author = {Your Name},
-  year = {2024},
-  url = {https://huggingface.co/datasets/your_username/coq_hott_dataset},
-}
-
 ### Acknowledgments:
 
 - Original repository: Coq-HoTT (https://github.com/HoTT/Coq-HoTT)