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+data/test.jsonl filter=lfs diff=lfs merge=lfs -text
+data/train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/validation.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+annotations_creators:
+- expert-generated
+language_creators:
+- found
+language:
+- sk
+license: other
+multilinguality:
+- monolingual
+pretty_name: Demagog.sk Vyroky
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- text-classification
+task_ids:
+- fact-checking
+---
+
+# Demagog.sk Vyroky
+
+## Dataset Description
+
+Demagog.sk Vyroky is a collection of fact-checked political statements scraped from [Demagog.sk](https://demagog.sk/vyroky). Each record contains the original claim, the speaker, the fact-check verdict, and the supporting analysis written by the Demagog.sk editorial team.
+
+- **Total examples:** 20495
+- **Latest scrape timestamp:** 2025-10-16T21:00:22.850424+00:00
+
+### Supported Tasks
+
+- **Fact-checking / claim verification:** predict the fact-check verdict (`verdict`) given the statement and optional context.
+- **Evidence summarisation:** leverage the `analysis_text` to train models that generate or evaluate fact-check rationales.
+- **Speaker and stance profiling:** analyse claims by political actor or party using the `speaker` and `speaker_party` fields.
+
+### Languages
+
+- Slovak (`sk`)
+
+## Data Splits
+
+| Split | Examples |
+| --- | --- |
+| train | 12297 |
+| validation | 4099 |
+| test | 4099 |
+
+## Data Fields
+
+- `id`: string identifier (usually the trailing portion of the vyrok URL).
+- `numeric_id`: numeric ID when available.
+- `url`: canonical Demagog.sk URL for the fact-check.
+- `statement`: verbatim political statement under review.
+- `speaker`: full name of the speaker.
+- `speaker_party`: political affiliation displayed on Demagog.sk.
+- `speaker_url`: link to the speaker profile on Demagog.sk.
+- `statement_date`: ISO date when the claim was made (if available).
+- `verdict`: fact-check verdict label in Slovak (e.g., `Pravda`, `Nepravda`).
+- `analysis_text`: editorial commentary summarising the evidence.
+- `analysis_paragraphs`: list of paragraphs extracted from the commentary.
+- `analysis_sources`: list of cited sources (text + resolved URL).
+- `analysis_date`: ISO date when the analysis was published (if available).
+- `scraped_at`: ISO timestamp when this dataset snapshot was collected.
+
+## Data Source and Collection Process
+
+- Statements and annotations originate from Demagog.sk fact-check articles.
+- The dataset is gathered via the public site API combined with HTML parsing of individual statement pages.
+- Verdict labels and commentary are authored by Demagog.sk fact-checkers.
+
+## Considerations for Use
+
+- Fact-check labels follow Demagog.sk taxonomy; users may wish to map them to English equivalents or merge classes for specific tasks.
+- Commentary text is written in Slovak; downstream tasks may require translation for non-Slovak models.
+- Verify licensing and usage policies of Demagog.sk before redistributing or deploying models trained on this dataset.
+
+## Citation
+
+If you use this dataset, please cite Demagog.sk and reference this repository. An example citation:
+
+> Demagog.sk. *Factcheck politických diskusií.* https://demagog.sk
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("NaiveNeuron/DemagogSK", name="default")
+# For local files, replace the repo name with the path to this folder:
+# dataset = load_dataset("path/to/demagogsk_vyroky", name="default")
+
+train = dataset["train"]
+validation = dataset["validation"]
+test = dataset["test"]
+```
+
+## License
+
+The dataset inherits the terms of use of Demagog.sk. Confirm permissions for your intended use case before redistribution.

data/test.jsonl

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+size 13415750

data/train.jsonl

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data/validation.jsonl

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dataset.yaml

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+configs:
+- config_name: default
+  data_files:
+    train:
+      - data/train.jsonl
+    validation:
+      - data/validation.jsonl
+    test:
+      - data/test.jsonl
+  description: Default configuration with JSONL splits.

dataset_infos.json

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+{
+  "demagogsk_vyroky": {
+    "description": "Fact-checked political statements scraped from Demagog.sk.",
+    "citation": "",
+    "homepage": "https://demagog.sk/vyroky",
+    "license": "",
+    "features": {
+      "id": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "numeric_id": {
+        "dtype": "int64",
+        "_type": "Value"
+      },
+      "url": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "speaker": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "speaker_party": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "speaker_url": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "statement": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "statement_date": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "verdict": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "analysis_text": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "analysis_paragraphs": {
+        "feature": {
+          "dtype": "string",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "analysis_date": {
+        "dtype": "string",
+        "_type": "Value"
+      },
+      "analysis_sources": {
+        "feature": {
+          "text": {
+            "dtype": "string",
+            "_type": "Value"
+          },
+          "url": {
+            "dtype": "string",
+            "_type": "Value"
+          }
+        },
+        "_type": "Sequence"
+      },
+      "scraped_at": {
+        "dtype": "string",
+        "_type": "Value"
+      }
+    },
+    "splits": {
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+        "name": "test",
+        "num_bytes": 13415750,
+        "num_examples": 4099
+      },
+      "validation": {
+        "name": "validation",
+        "num_bytes": 13255426,
+        "num_examples": 4099
+      },
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+        "name": "train",
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+        "num_examples": 12297
+      }
+    },
+    "download_size": 66252783,
+    "dataset_size": 66252783,
+    "task_templates": null
+  }
+}