Update README.md

README.md

@@ -56,4 +56,40 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- text-classification
+language:
+- en
+- cs
+pretty_name: Edustories
 ---
+
+# Dataset Card for Edustories dataset
+
+This repository contains data available in the Edustories.cz platform. 
+The data contains structured descriptions of situations from classses documented by candidate teachers.
+Each of the entries, also called casuistics, is structured into a `description` of the background, `anamnesis` describing the situation, 
+a `solution` describing the intervention of the teacher in the situation, and `outcome` describing the final state of the intervetion.
+
+Each of the entries was semi-automatically parsed from the original, free-text journal and associated with additional information from our database.
+All the entries were anonymised.
+
+In addition, our annotators manually associated each entry with a set of multiple categories that best fit the described situation, intervention and outcome.
+
+The dataset contains the following attributes:
+
+* `id` as an identifier of the entry. Selected entries have duplicate annotations, allowing to evaluate cross-annotator agreements
+* Story: `description`, `anamnesis`, `solution` and `outcome` that describe the situation, intervention and its outcome in a free text
+* Annotated labels: `problems_annotated`, `solutions_annotated`, `implications_annotated` associating each problem, solution and outcome into a set of pre-defined categories.
+* Uncertain labels: `problems_possible_annotated`, `solutions_possible_annotated`, `implications_possible_annotated` containing assignments to the same, categories but where the annotators were not sure of the correctness of their assignment.
+* Student attributes (currently in CS): `age, school year`, `hobbies`, `diagnoses`, `disorders` detailing the profile of the student(s) acting in the entry
+* Teacher attributes (currently in CS): `approbation` and `practice_years` of the teacher acting in the entry
+* Story in Czech: `description_cs`, `anamnesis_cs`, `solution_cs` and `outcome_cs` containing structured parts of the story in the original, Czech language.
+
+Note that this dataset is a work-in-progress: It contains some missing entries that will be filled in the next annotation round(s). 
+We plan to extend the dataset with more entries. 
+If requested by our users, we will also consider translating Czech-specific (Student and Teacher) attributes to English.
+
+Please feel free to leave a comment in the Community section in case you have any questions or suggestions.
+
+This dataset is curated and maintained by Jan Nehyba, Jiřina Karasová and Michal Štefánik from Masaryk University.