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LICENSE.txt

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+Sindhi Open Lexicon Master Dataset
+
+Publisher:
+SindhiLanguage.org
+https://sindhilanguage.org/
+
+Prepared and curated by:
+Amar Fayaz Buriro (امر فياض ٻرڙو)
+
+License / Usage:
+This dataset is released for research, education, AI/NLP development, software development, and non-malicious public-interest use.
+
+Mandatory Attribution:
+Any public use, redistribution, derivative dataset, application, model card, research paper, API, or AI/LLM training note using this dataset must acknowledge:
+
+SindhiLanguage.org
+https://sindhilanguage.org/
+
+Prepared and curated by Amar Fayaz Buriro (امر فياض ٻرڙو)
+
+No Warranty:
+The dataset is provided as-is. Users are responsible for validating suitability for their own projects.

README.md

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+# Sindhi Open Lexicon Master Dataset
+
+**Publisher:** SindhiLanguage.org  
+**Website:** https://sindhilanguage.org/  
+**Prepared and curated by:** Amar Fayaz Buriro (امر فياض ٻرڙو)
+
+## Overview
+
+This is a developer-ready and AI-ready master lexical dataset for the Sindhi language.  
+It contains lexical entries from multiple Sindhi dictionary and terminology sources, normalized into CSV, JSONL, and SQLite formats.
+
+## Dataset Statistics
+
+- Total entries: **223,342**
+- ٺيٺ سنڌي ٻول / جامع سنڌي لغات entries: **80,588**
+- Mewaram لغت entries: **29,514**
+
+## Included Files
+
+```text
+data/sindhi_open_lexicon_master_223342.csv
+data/sindhi_open_lexicon_master_223342.jsonl
+sqlite/sindhi_open_lexicon_master_223342.sqlite
+metadata/stats.json
+metadata/sources.json
+LICENSE.txt
+README.md
+```
+
+## Main Fields
+
+- `lexical_id` — stable generated ID
+- `entry_id` — original database ID
+- `word` — headword / lexical item
+- `word_with_airab_or_variant` — variant or diacritic form where available
+- `part_of_speech` — grammatical category where available
+- `domain` — subject/domain where available
+- `definition` — meaning or definition
+- `language_direction` — language/source direction
+- `source_dictionary` — original dictionary/source
+- `normalized_word` — normalized searchable word
+- `normalized_definition` — normalized searchable definition
+- `extra` — additional original metadata where available
+
+## Source Counts
+
+- جامع سنڌي لغات: 80,588
+- Official Terms: 37,599
+- Mewaram لغت: 29,514
+- English → Sindhi: 21,726
+- Devanagari/Sindhi → English: 16,519
+- Hindi → Sindhi: 15,300
+- Trade & Commerce: 7,998
+- Haematology: 5,158
+- Arabic → Sindhi: 4,566
+- Print Technology: 4,374
+
+## Usage
+
+This dataset may be used for:
+
+- Sindhi language applications
+- AI and NLP systems
+- Large Language Model training and evaluation
+- Search, dictionary, and lexicon portals
+- Educational and linguistic research
+
+## Required Attribution
+
+Any public use, redistribution, model training note, research paper, or application using this dataset should acknowledge:
+
+**SindhiLanguage.org**  
+https://sindhilanguage.org/  
+
+**Prepared and curated by Amar Fayaz Buriro (امر فياض ٻرڙو)**
+
+## Suggested Citation
+
+Sindhi Open Lexicon Master Dataset, published at SindhiLanguage.org, prepared and curated by Amar Fayaz Buriro (امر فياض ٻرڙو).
+
+## Notes
+
+The dataset preserves source-level attribution for transparency. Some entries may contain incomplete grammar or domain fields because the original dictionaries differ in structure.