Breast Cancer Dataset

Analysis Breast Cancer Dataset

@kaggle.nancyalaswad90_breast_cancer_dataset

Table List

1 table(148.22 KB)

Data

@kaggle.nancyalaswad90_breast_cancer_dataset.data

148.22 KB
569 rows
32 columns

id Id	diagnosis Diagnosis	radius_mean Radius Mean	texture_mean Texture Mean	perimeter_mean Perimeter Mean	area_mean Area Mean	smoothness_mean Smoothness Mean	compactness_mean Compactness Mean	concavity_mean Concavity Mean	concave_points_mean Concave Points Mean	symmetry_mean Symmetry Mean	fractal_dimension_mean Fractal Dimension Mean	radius_se Radius Se	texture_se Texture Se	perimeter_se Perimeter Se	area_se Area Se	smoothness_se Smoothness Se	compactness_se Compactness Se	concavity_se Concavity Se	concave_points_se Concave Points Se	symmetry_se Symmetry Se	fractal_dimension_se Fractal Dimension Se	radius_worst Radius Worst	texture_worst Texture Worst	perimeter_worst Perimeter Worst	area_worst Area Worst	smoothness_worst Smoothness Worst	compactness_worst Compactness Worst	concavity_worst Concavity Worst	concave_points_worst Concave Points Worst	symmetry_worst Symmetry Worst	fractal_dimension_worst Fractal Dimension Worst
842302	M	17.99	10.38	122.8	1001	0.1184	0.2776	0.3001	0.1471	0.2419	0.07871	1.095	0.9053	8.589	153.4	0.006399	0.04904	0.05373	0.01587	0.03003	0.006193	25.38	17.33	184.6	2019	0.1622	0.6656	0.7119	0.2654	0.4601	0.1189
842517	M	20.57	17.77	132.9	1326	0.08474	0.07864	0.0869	0.07017	0.1812	0.05667	0.5435	0.7339	3.398	74.08	0.005225	0.01308	0.0186	0.0134	0.01389	0.003532	24.99	23.41	158.8	1956	0.1238	0.1866	0.2416	0.186	0.275	0.08902
84300903	M	19.69	21.25	130	1203	0.1096	0.1599	0.1974	0.1279	0.2069	0.05999	0.7456	0.7869	4.585	94.03	0.00615	0.04006	0.03832	0.02058	0.0225	0.004571	23.57	25.53	152.5	1709	0.1444	0.4245	0.4504	0.243	0.3613	0.08758
84348301	M	11.42	20.38	77.58	386.1	0.1425	0.2839	0.2414	0.1052	0.2597	0.09744	0.4956	1.156	3.445	27.23	0.00911	0.07458	0.05661	0.01867	0.05963	0.009208	14.91	26.5	98.87	567.7	0.2098	0.8663	0.6869	0.2575	0.6638	0.173
84358402	M	20.29	14.34	135.1	1297	0.1003	0.1328	0.198	0.1043	0.1809	0.05883	0.7572	0.7813	5.438	94.44	0.01149	0.02461	0.05688	0.01885	0.01756	0.005115	22.54	16.67	152.2	1575	0.1374	0.205	0.4	0.1625	0.2364	0.07678
843786	M	12.45	15.7	82.57	477.1	0.1278	0.17	0.1578	0.08089	0.2087	0.07613	0.3345	0.8902	2.217	27.19	0.00751	0.03345	0.03672	0.01137	0.02165	0.005082	15.47	23.75	103.4	741.6	0.1791	0.5249	0.5355	0.1741	0.3985	0.1244
844359	M	18.25	19.98	119.6	1040	0.09463	0.109	0.1127	0.074	0.1794	0.05742	0.4467	0.7732	3.18	53.91	0.004314	0.01382	0.02254	0.01039	0.01369	0.002179	22.88	27.66	153.2	1606	0.1442	0.2576	0.3784	0.1932	0.3063	0.08368
84458202	M	13.71	20.83	90.2	577.9	0.1189	0.1645	0.09366	0.05985	0.2196	0.07451	0.5835	1.377	3.856	50.96	0.008805	0.03029	0.02488	0.01448	0.01486	0.005412	17.06	28.14	110.6	897	0.1654	0.3682	0.2678	0.1556	0.3196	0.1151
844981	M	13	21.82	87.5	519.8	0.1273	0.1932	0.1859	0.09353	0.235	0.07389	0.3063	1.002	2.406	24.32	0.005731	0.03502	0.03553	0.01226	0.02143	0.003749	15.49	30.73	106.2	739.3	0.1703	0.5401	0.539	0.206	0.4378	0.1072
84501001	M	12.46	24.04	83.97	475.9	0.1186	0.2396	0.2273	0.08543	0.203	0.08243	0.2976	1.599	2.039	23.94	0.007149	0.07217	0.07743	0.01432	0.01789	0.01008	15.09	40.68	97.65	711.4	0.1853	1.058	1.105	0.221	0.4366	0.2075


CREATE TABLE data (
  "id" BIGINT,
  "diagnosis" VARCHAR,
  "radius_mean" DOUBLE,
  "texture_mean" DOUBLE,
  "perimeter_mean" DOUBLE,
  "area_mean" DOUBLE,
  "smoothness_mean" DOUBLE,
  "compactness_mean" DOUBLE,
  "concavity_mean" DOUBLE,
  "concave_points_mean" DOUBLE,
  "symmetry_mean" DOUBLE,
  "fractal_dimension_mean" DOUBLE,
  "radius_se" DOUBLE,
  "texture_se" DOUBLE,
  "perimeter_se" DOUBLE,
  "area_se" DOUBLE,
  "smoothness_se" DOUBLE,
  "compactness_se" DOUBLE,
  "concavity_se" DOUBLE,
  "concave_points_se" DOUBLE,
  "symmetry_se" DOUBLE,
  "fractal_dimension_se" DOUBLE,
  "radius_worst" DOUBLE,
  "texture_worst" DOUBLE,
  "perimeter_worst" DOUBLE,
  "area_worst" DOUBLE,
  "smoothness_worst" DOUBLE,
  "compactness_worst" DOUBLE,
  "concavity_worst" DOUBLE,
  "concave_points_worst" DOUBLE,
  "symmetry_worst" DOUBLE,
  "fractal_dimension_worst" DOUBLE
);