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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ # Sorting Algorithms Benchmark Dataset (Array Size: 1000)
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+
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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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+
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+ ## Dataset Details
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+
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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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+
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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)*