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license: mit
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---
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license: mit
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tags:
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- sorting
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- bubble_sort
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- Quick Sort
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- Merge Sort
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- Algorithm
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size_categories:
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- n<1K
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---
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---
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language:
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- en
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tags:
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- sorting-algorithms
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- benchmark
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- computer-science
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- performance-analysis
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task_ids:
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- runtime-analysis
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---
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# Sorting Algorithms Benchmark Dataset (Array Size: 1000)
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A benchmark dataset comparing execution time, memory usage, and comparison counts of various sorting algorithms (Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort, Heap Sort, Odd-Even Sort) on arrays of size 1000. Each algorithm was run 100 times with randomized inputs to ensure statistical significance.
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## Dataset Details
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### **Columns**
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- `run`: Trial number (1-100 per algorithm).
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- `algorithm`: Sorting algorithm name.
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- `array_size`: Fixed size 1000.
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- `execution_time_ms`: Average runtime in milliseconds.
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- `memory_usage_kb`: Memory consumed in kilobytes.
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- `comparison_count`: Number of comparisons made.
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### **Algorithms Included**
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1. **Bubble Sort**
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2. **Selection Sort**
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3. **Insertion Sort**
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4. **Merge Sort**
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5. **Quick Sort**
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6. **Heap Sort**
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7. **Odd-Even Sort**
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8. **Bucket Sort** *(if applicable)*
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9. **Shell Sort** *(if applicable)*
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