Datasets:

ismielabir
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Sorting-Algorithms-Performance-Metrics

run int64 1 101	algorithm stringclasses 9 values	array_size int64 1k 1k	execution_time_ms float64 8.61 2.01k	memory_usage_kb float64 0.2 1.53k	comparison_count int64 441 500k
1	Bubble Sort	1,000	1,910.624	1,534.981	499,500
2	Bubble Sort	1,000	1,922.265	0.328	499,500
3	Bubble Sort	1,000	1,867.094	0.328	499,500
4	Bubble Sort	1,000	1,908.67	0.328	499,500
5	Bubble Sort	1,000	1,880.33	0.328	499,500
6	Bubble Sort	1,000	1,891.591	0.328	499,500
7	Bubble Sort	1,000	1,944.747	0.328	499,500
8	Bubble Sort	1,000	1,937.2	0.328	499,500
9	Bubble Sort	1,000	1,903.105	0.328	499,500
10	Bubble Sort	1,000	1,928.07	0.328	499,500
11	Bubble Sort	1,000	1,905.952	0.328	499,500
12	Bubble Sort	1,000	1,911.846	0.328	499,500
13	Bubble Sort	1,000	1,917.9	0.328	499,500
14	Bubble Sort	1,000	1,961.932	0.328	499,500
15	Bubble Sort	1,000	1,929.027	0.328	499,500
16	Bubble Sort	1,000	1,905.801	0.328	499,500
17	Bubble Sort	1,000	1,913.855	0.328	499,500
18	Bubble Sort	1,000	1,976.259	0.328	499,500
19	Bubble Sort	1,000	1,914.681	0.328	499,500
20	Bubble Sort	1,000	1,851.954	0.328	499,500
21	Bubble Sort	1,000	1,859.008	0.328	499,500
22	Bubble Sort	1,000	1,872.964	0.328	499,500
23	Bubble Sort	1,000	1,949.369	0.328	499,500
24	Bubble Sort	1,000	1,894.049	0.328	499,500
25	Bubble Sort	1,000	1,879.522	0.328	499,500
26	Bubble Sort	1,000	1,898.209	0.328	499,500
27	Bubble Sort	1,000	1,910.39	0.328	499,500
28	Bubble Sort	1,000	1,932.72	0.328	499,500
29	Bubble Sort	1,000	1,925.742	0.328	499,500
30	Bubble Sort	1,000	1,904.462	0.328	499,500
31	Bubble Sort	1,000	2,002.545	0.328	499,500
32	Bubble Sort	1,000	1,910.121	0.328	499,500
33	Bubble Sort	1,000	1,895.519	0.328	499,500
34	Bubble Sort	1,000	1,938.746	0.328	499,500
35	Bubble Sort	1,000	1,917.022	0.328	499,500
36	Bubble Sort	1,000	1,924.73	0.328	499,500
37	Bubble Sort	1,000	1,923.039	0.328	499,500
38	Bubble Sort	1,000	1,906.724	0.328	499,500
39	Bubble Sort	1,000	1,902.959	0.328	499,500
40	Bubble Sort	1,000	1,885.37	0.328	499,500
41	Bubble Sort	1,000	1,909.454	0.328	499,500
42	Bubble Sort	1,000	1,890.374	0.328	499,500
43	Bubble Sort	1,000	1,891.6	0.328	499,500
44	Bubble Sort	1,000	1,951.102	0.328	499,500
45	Bubble Sort	1,000	1,906.634	0.328	499,500
46	Bubble Sort	1,000	1,930.457	0.328	499,500
47	Bubble Sort	1,000	1,991.365	0.328	499,500
48	Bubble Sort	1,000	1,883.58	0.328	499,500
49	Bubble Sort	1,000	1,942.855	0.328	499,500
50	Bubble Sort	1,000	1,901.707	0.328	499,500
51	Bubble Sort	1,000	1,887.289	0.328	499,500
52	Bubble Sort	1,000	1,898.499	0.328	499,500
53	Bubble Sort	1,000	1,942.924	0.328	499,500
54	Bubble Sort	1,000	1,939.474	0.328	499,500
55	Bubble Sort	1,000	1,933.595	0.328	499,500
56	Bubble Sort	1,000	1,923.47	0.328	499,500
57	Bubble Sort	1,000	1,878.528	0.328	499,500
58	Bubble Sort	1,000	1,894.329	0.328	499,500
59	Bubble Sort	1,000	1,909.406	0.328	499,500
60	Bubble Sort	1,000	1,947.816	0.328	499,500
61	Bubble Sort	1,000	1,896.822	0.328	499,500
62	Bubble Sort	1,000	1,928.349	0.328	499,500
63	Bubble Sort	1,000	1,879.125	0.328	499,500
64	Bubble Sort	1,000	1,945.846	0.328	499,500
65	Bubble Sort	1,000	1,921.772	0.328	499,500
66	Bubble Sort	1,000	1,864.72	0.328	499,500
67	Bubble Sort	1,000	1,884.711	0.328	499,500
68	Bubble Sort	1,000	1,942.312	0.328	499,500
69	Bubble Sort	1,000	1,941.349	0.328	499,500
70	Bubble Sort	1,000	1,953.68	0.328	499,500
71	Bubble Sort	1,000	1,953.079	0.328	499,500
72	Bubble Sort	1,000	1,909.272	0.328	499,500
73	Bubble Sort	1,000	1,888.06	0.328	499,500
74	Bubble Sort	1,000	1,922.064	0.328	499,500
75	Bubble Sort	1,000	1,907.03	0.328	499,500
76	Bubble Sort	1,000	1,924.996	0.328	499,500
77	Bubble Sort	1,000	1,885.334	0.328	499,500
78	Bubble Sort	1,000	1,904.464	0.328	499,500
79	Bubble Sort	1,000	1,895.39	0.328	499,500
80	Bubble Sort	1,000	1,947.279	0.328	499,500
81	Bubble Sort	1,000	2,009.701	0.328	499,500
82	Bubble Sort	1,000	1,924.911	0.328	499,500
83	Bubble Sort	1,000	1,902.163	0.328	499,500
84	Bubble Sort	1,000	1,898.982	0.328	499,500
85	Bubble Sort	1,000	1,913.027	0.328	499,500
86	Bubble Sort	1,000	1,922.698	0.328	499,500
87	Bubble Sort	1,000	1,900.726	0.328	499,500
88	Bubble Sort	1,000	1,894.091	0.328	499,500
89	Bubble Sort	1,000	1,912.784	0.328	499,500
90	Bubble Sort	1,000	1,932.206	0.328	499,500
91	Bubble Sort	1,000	1,944.926	0.328	499,500
92	Bubble Sort	1,000	1,944.886	0.328	499,500
93	Bubble Sort	1,000	1,955.845	0.328	499,500
94	Bubble Sort	1,000	1,911.287	0.328	499,500
95	Bubble Sort	1,000	1,912.974	0.328	499,500
96	Bubble Sort	1,000	1,919.563	0.328	499,500
97	Bubble Sort	1,000	1,980.897	0.328	499,500
98	Bubble Sort	1,000	1,916.552	0.328	499,500
99	Bubble Sort	1,000	1,901.278	0.328	499,500
100	Bubble Sort	1,000	1,910.749	0.328	499,500

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language: - en tags: - sorting-algorithms - benchmark - computer-science - performance-analysis task_ids: - runtime-analysis

Sorting Algorithms Benchmark Dataset (Array Size: 1000)

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.

Dataset Details

Columns

run: Trial number (1-100 per algorithm).
algorithm: Sorting algorithm name.
array_size: Fixed size 1000.
execution_time_ms: Average runtime in milliseconds.
memory_usage_kb: Memory consumed in kilobytes.
comparison_count: Number of comparisons made.

Algorithms Included

Bubble Sort
Selection Sort
Insertion Sort
Merge Sort
Quick Sort
Heap Sort
Odd-Even Sort
Bucket Sort
Shell Sort

Downloads last month: 7

Size of downloaded dataset files:

37.2 kB

Size of the auto-converted Parquet files:

14.8 kB

Number of rows:

903