Cancer-treatment-response

synthetic clinical data + outcomes

@kaggle.lijsbeth_cancer_treatment_response

Table List

2 tables(146.23 KB)

Treatment Response External

@kaggle.lijsbeth_cancer_treatment_response.treatment_response_external

46.79 KB
500 rows
15 columns

unnamed_0 Unnamed: 0	id ID	age Age	sex Sex	tumor_type Tumor Type	differentiation_grade Differentiation Grade	t_stage T Stage	n_stage N Stage	m_stage M Stage	survival_time_days Survival Time Days	overall_stage Overall Stage	smoking Smoking	weight_loss_percent Weight Loss Percent	tumor_location Tumor Location	complete_response_probability Complete Response Probability
	4f414e6e-0837-440e-a5b3-ae1aed2e2ce1	60	M	adenocarcinoma	G2	T3	N2	M0	2553.511836224618	III	Rarely	5.1060642362101385	Distal	0.1877195569809072
1	aa844346-2f8b-433b-8038-f3cace4c06e8	47	M	adenocarcinoma	G2	T3	N1	M0	266.3814550930227	III	nan	1.3700619881953937	Distal	0.1954813558234151
2	6655f9f3-942b-4f38-9a3d-6ffc65e14473	76	M	adenocarcinoma	Gx	T3	N1	M0	841.379105951333	III	nan	3.187087321098161	Junction	0.1957902813626956
3	670049e9-0d44-4ae6-8b33-a5707edb93e5	59	M	squamous cell carcinoma	G2	T3	N0	M0	708.6949126653958	II	nan	6.100354722368937	Distal	0.3184564586258991
4	70a6a90b-b564-498c-8956-5130dcbf58a9	60	M	adenocarcinoma	Gx	T3	N1	M0	1305.7777587203564	III	Rarely	3.60021312329665	Distal	0.2015049915643758
5	527780a0-92e0-4df4-88c8-b31a1221b7d8	71	M	adenocarcinoma	G3	T3	N1	M0	1259.9041439788373	III	nan	1.0841551581146296	Distal	0.248358067883782
6	8c1ea834-c69b-431b-ab52-b8ed71aa2659	73	M	adenocarcinoma	G3	T3	N1	M0	493.1298096026104	III	nan	1.494349095424807	Distal	0.2331451495499544
7	be2423d7-9cdc-4b90-bcc8-df5fc963d88e	58	F	adenocarcinoma	G2	T3	N1	M0	988.0492394950484	III	Yes	2.653531819602076	Distal	0.2392069890353681
8	a193f95c-587f-4c33-a290-06f3187eeb45	61	M	squamous cell carcinoma	G3	T3	N3	M0	158.60545437879532	III	nan	3.214882888684747	Distal	0.400326782280752
9	84a1f246-840b-40b0-ba85-ae67f47ad89f	83	F	adenocarcinoma	G1	T3	N0	M0	2332.481661926609	II	Yes	0.4546252867280927	Distal	0.2287979669745336


CREATE TABLE treatment_response_external (
  "unnamed_0" BIGINT,
  "id" VARCHAR,
  "age" DOUBLE,
  "sex" VARCHAR,
  "tumor_type" VARCHAR,
  "differentiation_grade" VARCHAR,
  "t_stage" VARCHAR,
  "n_stage" VARCHAR,
  "m_stage" VARCHAR,
  "survival_time_days" DOUBLE,
  "overall_stage" VARCHAR,
  "smoking" VARCHAR,
  "weight_loss_percent" DOUBLE,
  "tumor_location" VARCHAR,
  "complete_response_probability" DOUBLE
);