Datasets:
foundry-ml
/
dataset_concrete_compressive_strength

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Cement (component 1)(kg in a m^3 mixture)
float64
102
540
Blast Furnace Slag (component 2)(kg in a m^3 mixture)
float64
0
359
Fly Ash (component 3)(kg in a m^3 mixture)
float64
0
200
Water (component 4)(kg in a m^3 mixture)
float64
122
247
Superplasticizer (component 5)(kg in a m^3 mixture)
float64
0
32.2
Coarse Aggregate (component 6)(kg in a m^3 mixture)
float64
801
1.15k
Age (day)
int64
1
365
Concrete compressive strength(MPa, megapascals)
float64
2.33
82.6
425
106.3
0
153.5
16.5
852.1
7
49.2
388.6
97.1
0
157.9
12.1
852.1
7
34.9
531.3
0
0
141.8
28.2
852.1
7
46.9
425
106.3
0
153.5
16.5
852.1
7
49.2
318.8
212.5
0
155.7
14.3
852.1
7
33.4
401.8
94.7
0
147.4
11.4
946.8
7
54.1
362.6
189
0
164.9
11.6
944.7
7
55.9
323.7
282.8
0
183.8
10.3
942.7
7
49.8
379.5
151.2
0
153.9
15.9
1,134.3
7
47.1
362.6
189
0
164.9
11.6
944.7
7
55.9
286.3
200.9
0
144.7
11.2
1,004.6
7
38
362.6
189
0
164.9
11.6
944.7
7
55.9
439
177
0
186
11.1
884.9
7
56.1
389.9
189
0
145.9
22
944.7
7
59.09
362.6
189
0
164.9
11.6
944.7
7
22.9
337.9
189
0
174.9
9.5
944.7
7
35.1
374
189.2
0
170.1
10.1
926.1
28
61.09
313.3
262.2
0
175.5
8.6
1,046.9
28
59.8
425
106.3
0
153.5
16.5
852.1
28
60.29
425
106.3
0
151.4
18.6
936
28
61.8
375
93.8
0
126.6
23.4
852.1
28
56.7
475
118.8
0
181.1
8.9
852.1
28
68.3
469
117.2
0
137.8
32.2
852.1
28
66.9
425
106.3
0
153.5
16.5
852.1
28
60.29
388.6
97.1
0
157.9
12.1
852.1
28
50.7
531.3
0
0
141.8
28.2
852.1
28
56.4
425
106.3
0
153.5
16.5
852.1
28
60.29
318.8
212.5
0
155.7
14.3
852.1
28
55.5
401.8
94.7
0
147.4
11.4
946.8
28
68.5
362.6
189
0
164.9
11.6
944.7
28
71.3
323.7
282.8
0
183.8
10.3
942.7
28
74.7
379.5
151.2
0
153.9
15.9
1,134.3
28
52.2
362.6
189
0
164.9
11.6
944.7
28
71.3
286.3
200.9
0
144.7
11.2
1,004.6
28
67.7
362.6
189
0
164.9
11.6
944.7
28
71.3
439
177
0
186
11.1
884.9
28
66
389.9
189
0
145.9
22
944.7
28
74.5
362.6
189
0
164.9
11.6
944.7
28
71.3
337.9
189
0
174.9
9.5
944.7
28
49.9
374
189.2
0
170.1
10.1
926.1
56
63.4
313.3
262.2
0
175.5
8.6
1,046.9
56
64.9
425
106.3
0
153.5
16.5
852.1
56
64.3
425
106.3
0
151.4
18.6
936
56
64.9
375
93.8
0
126.6
23.4
852.1
56
60.2
475
118.8
0
181.1
8.9
852.1
56
72.3
469
117.2
0
137.8
32.2
852.1
56
69.3
425
106.3
0
153.5
16.5
852.1
56
64.3
388.6
97.1
0
157.9
12.1
852.1
56
55.2
531.3
0
0
141.8
28.2
852.1
56
58.8
425
106.3
0
153.5
16.5
852.1
56
64.3
318.8
212.5
0
155.7
14.3
852.1
56
66.1
401.8
94.7
0
147.4
11.4
946.8
56
73.7
362.6
189
0
164.9
11.6
944.7
56
77.3
323.7
282.8
0
183.8
10.3
942.7
56
80.2
379.5
151.2
0
153.9
15.9
1,134.3
56
54.9
362.6
189
0
164.9
11.6
944.7
56
77.3
286.3
200.9
0
144.7
11.2
1,004.6
56
72.99
362.6
189
0
164.9
11.6
944.7
56
77.3
439
177
0
186
11.1
884.9
56
71.7
389.9
189
0
145.9
22
944.7
56
79.4
362.6
189
0
164.9
11.6
944.7
56
77.3
337.9
189
0
174.9
9.5
944.7
56
59.89
374
189.2
0
170.1
10.1
926.1
91
64.9
313.3
262.2
0
175.5
8.6
1,046.9
91
66.6
425
106.3
0
153.5
16.5
852.1
91
65.2
425
106.3
0
151.4
18.6
936
91
66.7
375
93.8
0
126.6
23.4
852.1
91
62.5
475
118.8
0
181.1
8.9
852.1
91
74.19
469
117.2
0
137.8
32.2
852.1
91
70.7
425
106.3
0
153.5
16.5
852.1
91
65.2
388.6
97.1
0
157.9
12.1
852.1
91
57.6
531.3
0
0
141.8
28.2
852.1
91
59.2
425
106.3
0
153.5
16.5
852.1
91
65.2
318.8
212.5
0
155.7
14.3
852.1
91
68.1
401.8
94.7
0
147.4
11.4
946.8
91
75.5
362.6
189
0
164.9
11.6
944.7
91
79.3
379.5
151.2
0
153.9
15.9
1,134.3
91
56.5
362.6
189
0
164.9
11.6
944.7
91
79.3
286.3
200.9
0
144.7
11.2
1,004.6
91
76.8
362.6
189
0
164.9
11.6
944.7
91
79.3
439
177
0
186
11.1
884.9
91
73.3
389.9
189
0
145.9
22
944.7
91
82.6
362.6
189
0
164.9
11.6
944.7
91
79.3
337.9
189
0
174.9
9.5
944.7
91
67.8
222.4
0
96.7
189.3
4.5
967.1
3
11.58
222.4
0
96.7
189.3
4.5
967.1
14
24.45
222.4
0
96.7
189.3
4.5
967.1
28
24.89
222.4
0
96.7
189.3
4.5
967.1
56
29.45
222.4
0
96.7
189.3
4.5
967.1
100
40.71
233.8
0
94.6
197.9
4.6
947
3
10.38
233.8
0
94.6
197.9
4.6
947
14
22.14
233.8
0
94.6
197.9
4.6
947
28
22.84
233.8
0
94.6
197.9
4.6
947
56
27.66
233.8
0
94.6
197.9
4.6
947
100
34.56
194.7
0
100.5
165.6
7.5
1,006.4
3
12.45
194.7
0
100.5
165.6
7.5
1,006.4
14
24.99
194.7
0
100.5
165.6
7.5
1,006.4
28
25.72
194.7
0
100.5
165.6
7.5
1,006.4
56
33.96
194.7
0
100.5
165.6
7.5
1,006.4
100
37.34
190.7
0
125.4
162.1
7.8
1,090
3
15.04