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Duplicate from robworks-software/k12-ela-standards
Browse filesCo-authored-by: Ryan Robson <robworks-software@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +136 -0
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00001.parquet +3 -0
- data/validation-00000-of-00001.parquet +3 -0
- ela_comprehensive_dataset.json +0 -0
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README.md
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---
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language:
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- en
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license: cc-by-4.0
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task_categories:
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- text-generation
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- question-answering
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- text-classification
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tags:
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- education
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- english
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- language-arts
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- k12
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- reading
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- writing
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- speaking
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- listening
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- literacy
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- educational-ai
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- standards-aligned
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pretty_name: K-12 English Language Arts Standards Dataset
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size_categories:
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- 1K<n<10K
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---
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# K-12 English Language Arts Standards Dataset
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## π Comprehensive ELA Education Dataset
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This dataset provides complete K-12 English Language Arts standards coverage for AI training and educational technology development.
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### π Dataset Summary
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The K-12 ELA Standards Dataset contains:
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- **546 educational standards** across K-12
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- **6487 AI training samples**
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- **Complete coverage** of all major ELA domains
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### π Educational Coverage
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- **π Reading Literature**: Fiction, poetry, drama, and literary analysis
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- **π° Reading Informational Text**: Non-fiction, articles, and informational analysis
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- **βοΈ Writing**: Narrative, informative, argumentative, and research writing
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- **π£οΈ Speaking and Listening**: Oral communication and collaboration
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- **π Language**: Grammar, vocabulary, and language conventions
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### π Data Splits
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- **Train**: 4540 samples (70%)
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- **Validation**: 973 samples (15%)
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- **Test**: 974 samples (15%)
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### π― Task Types Available
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- **learning_objective_generation**: 1638 samples
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- **ela_qa**: 546 samples
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- **cross_curricular_connections**: 546 samples
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- **assessment_creation**: 1638 samples
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- **standard_explanation**: 546 samples
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- **grammar_instruction**: 273 samples
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- **reading_strategy_guidance**: 1040 samples
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- **writing_instruction**: 117 samples
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- **vocabulary_instruction**: 143 samples
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## π Usage Examples
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```python
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from datasets import load_dataset
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# Load the complete ELA dataset
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dataset = load_dataset("robworks-software/k12-ela-standards")
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# Example 1: Reading comprehension tasks
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train_data = dataset['train']
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reading_samples = [ex for ex in train_data if 'reading' in ex.get('task', '').lower()]
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# Example 2: Writing instruction
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writing_samples = [ex for ex in train_data if ex.get('task') == 'writing_instruction']
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# Example 3: Grade-specific content
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elementary = [ex for ex in train_data if ex.get('metadata_grade_level') in ['K', '1', '2', '3', '4', '5']]
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# Example 4: Domain-specific tasks
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literature_tasks = [ex for ex in train_data if 'Literature' in ex.get('metadata_domain', '')]
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```
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## π― Applications
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### For AI Developers:
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- **Reading Comprehension AI**: Build intelligent reading tutors
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- **Writing Assistant Tools**: Create AI writing coaches and feedback systems
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- **Vocabulary Development**: Develop personalized vocabulary learning apps
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- **Literacy Assessment**: Generate standards-aligned reading and writing assessments
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### For Educators:
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- **Curriculum Planning**: Align instruction with comprehensive standards
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- **Assessment Creation**: Generate ELA assessments at appropriate levels
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- **Differentiated Instruction**: Create materials for diverse learning needs
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- **Cross-Curricular Literacy**: Support reading and writing across subjects
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## π Unique Features
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π₯ **Complete K-12 Coverage**: Full progression from emergent literacy to college prep
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π **All ELA Domains**: Reading, Writing, Speaking, Listening, and Language
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π― **Standards-Aligned**: Common Core ELA Standards alignment
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π§ **AI-Optimized**: Designed specifically for educational AI training
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π **Rich Metadata**: Comprehensive tagging for flexible use
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## π Citation
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```bibtex
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@dataset{k12_ela_standards_2024,
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title={K-12 English Language Arts Standards Dataset},
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author={Educational AI Research Collective},
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year={2024},
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publisher={HuggingFace},
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url={https://huggingface.co/datasets/robworks-software/k12-ela-standards},
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license={CC-BY-4.0},
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note={Comprehensive K-12 ELA standards: 546 standards, 6487 training samples}
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}
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```
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## π Dataset Statistics
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- **Total Standards**: 546
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- **Training Samples**: 6487
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- **Grade Range**: K-12
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- **Domains**: 5 major ELA areas
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- **Task Types**: 9
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- **License**: CC-BY-4.0
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## π Perfect Complement
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This ELA dataset pairs perfectly with our mathematics dataset to provide comprehensive **STEM + Humanities** coverage for educational AI development.
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**Ideal for**: EdTech companies, literacy researchers, AI developers, and educators building comprehensive educational technology solutions.
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf76b9b4bac1b6f0ff5596b5ecbf397410d81d925a7b2c6773c579efd06a6d38
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size 43477
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data/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:88ce924a6fd05e201cc780a04f9068242eecad67108dfc1cec77feeaeda66c7e
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size 119092
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data/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c1cd7ed6b8f6606c969cbe89d1ce9dbe1159f380b5da7e7657b44b4dbcaefb8
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size 42707
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ela_comprehensive_dataset.json
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