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Duplicate from robworks-software/k12-ela-standards

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Co-authored-by: Ryan Robson <robworks-software@users.noreply.huggingface.co>

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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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+
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+ # K-12 English Language Arts Standards Dataset
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+
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+ ## πŸ“š Comprehensive ELA Education Dataset
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+
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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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+
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+ ### πŸ“Š Dataset Summary
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+
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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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+
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+ ### πŸŽ“ Educational Coverage
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+
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+ - **πŸ“– Reading Literature**: Fiction, poetry, drama, and literary analysis
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+ - **πŸ“° Reading Informational Text**: Non-fiction, articles, and informational analysis
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+ - **✍️ Writing**: Narrative, informative, argumentative, and research writing
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+ - **πŸ—£οΈ Speaking and Listening**: Oral communication and collaboration
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+ - **πŸ“ Language**: Grammar, vocabulary, and language conventions
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+
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+ ### πŸ“ˆ Data Splits
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+
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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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+
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+ ### 🎯 Task Types Available
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+
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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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+
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+ ## πŸš€ Usage Examples
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+
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+ ```python
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+ from datasets import load_dataset
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+
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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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+
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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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+
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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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+
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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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+
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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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+
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+ ## 🎯 Applications
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+
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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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+
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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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+
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+ ## πŸ“š Unique Features
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+
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+ πŸ”₯ **Complete K-12 Coverage**: Full progression from emergent literacy to college prep
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+ πŸ“– **All ELA Domains**: Reading, Writing, Speaking, Listening, and Language
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+ 🎯 **Standards-Aligned**: Common Core ELA Standards alignment
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+ 🧠 **AI-Optimized**: Designed specifically for educational AI training
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+ πŸ“Š **Rich Metadata**: Comprehensive tagging for flexible use
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+
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+ ## πŸ“– Citation
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+
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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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+
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+ ## πŸ“Š Dataset Statistics
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+
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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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+
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+ ## 🌟 Perfect Complement
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+
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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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+
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+ **Ideal for**: EdTech companies, literacy researchers, AI developers, and educators building comprehensive educational technology solutions.
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