| \n", + " | age_at_diagnosis | \n", + "cancer_type_detailed | \n", + "cellularity | \n", + "er_status | \n", + "her2_status | \n", + "overall_survival | \n", + "tumor_stage | \n", + "brca1 | \n", + "brca2 | \n", + "
|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "75.65 | \n", + "Breast Invasive Ductal Carcinoma | \n", + "NaN | \n", + "Positive | \n", + "Negative | \n", + "1 | \n", + "2.0 | \n", + "-1.3990 | \n", + "-0.5738 | \n", + "
| 1 | \n", + "43.19 | \n", + "Breast Invasive Ductal Carcinoma | \n", + "High | \n", + "Positive | \n", + "Negative | \n", + "1 | \n", + "1.0 | \n", + "-1.3800 | \n", + "0.2777 | \n", + "
| 2 | \n", + "48.87 | \n", + "Breast Invasive Ductal Carcinoma | \n", + "High | \n", + "Positive | \n", + "Negative | \n", + "0 | \n", + "2.0 | \n", + "0.0670 | \n", + "-0.8426 | \n", + "
| 3 | \n", + "47.68 | \n", + "Breast Mixed Ductal and Lobular Carcinoma | \n", + "Moderate | \n", + "Positive | \n", + "Negative | \n", + "1 | \n", + "2.0 | \n", + "0.6744 | \n", + "-0.5428 | \n", + "
| 4 | \n", + "76.97 | \n", + "Breast Mixed Ductal and Lobular Carcinoma | \n", + "High | \n", + "Positive | \n", + "Negative | \n", + "0 | \n", + "2.0 | \n", + "1.2932 | \n", + "-0.9039 | \n", + "
| \n", + " | age_at_diagnosis | \n", + "overall_survival | \n", + "tumor_stage | \n", + "brca1 | \n", + "brca2 | \n", + "
|---|---|---|---|---|---|
| count | \n", + "1904.000000 | \n", + "1904.000000 | \n", + "1403.000000 | \n", + "1.904000e+03 | \n", + "1.904000e+03 | \n", + "
| mean | \n", + "61.087054 | \n", + "0.420693 | \n", + "1.750535 | \n", + "-6.302521e-07 | \n", + "-4.201681e-07 | \n", + "
| std | \n", + "12.978711 | \n", + "0.493800 | \n", + "0.628999 | \n", + "1.000262e+00 | \n", + "1.000262e+00 | \n", + "
| min | \n", + "21.930000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "-2.444400e+00 | \n", + "-2.783500e+00 | \n", + "
| 25% | \n", + "51.375000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "-7.198500e-01 | \n", + "-6.994750e-01 | \n", + "
| 50% | \n", + "61.770000 | \n", + "0.000000 | \n", + "2.000000 | \n", + "-1.244500e-01 | \n", + "-5.820000e-02 | \n", + "
| 75% | \n", + "70.592500 | \n", + "1.000000 | \n", + "2.000000 | \n", + "5.532250e-01 | \n", + "6.290000e-01 | \n", + "
| max | \n", + "96.290000 | \n", + "1.000000 | \n", + "4.000000 | \n", + "4.554200e+00 | \n", + "3.737900e+00 | \n", + "