Audit Data

Audit Risk dataset for classifying fraudulent firms

@kaggle.sid321axn_audit_data

Table List

2 tables(75.2 KB)

Audit Data

@kaggle.sid321axn_audit_data.audit_data

49.59 KB
776 rows
27 columns

sector_score Sector Score	location_id LOCATION ID	para_a PARA A	score_a Score A	risk_a Risk A	para_b PARA B	score_b Score B	risk_b Risk B	total TOTAL	numbers Numbers	score_b_1 Score B.1	risk_c Risk C	money_value Money Value	score_mv Score MV	risk_d Risk D	district_loss District Loss	prob PROB	risk_e RiSk E	prob_fa0230 Prob	score Score	inherent_risk Inherent Risk	control_risk CONTROL RISK	detection_risk Detection Risk	audit_risk Audit Risk	risk Risk
3.89	23	4.18	0.6	2.508	2.5	0.2	0.5	6.68	5	0.2	1	3.38	0.2	0.676	2	0.2	0.4	0.2	2.4	8.574	0.4	0.5	1.7148	1
3.89	6		0.2		4.83	0.2	0.966	4.83	5	0.2	1	0.94	0.2	0.188	2	0.2	0.4	0.2	2	2.554	0.4	0.5	0.5108
3.89	6	0.51	0.2	0.102	0.23	0.2	0.046	0.74	5	0.2	1		0.2		2	0.2	0.4	0.2	2	1.548	0.4	0.5	0.3096
3.89	6		0.2		10.8	0.6	6.48	10.8	6	0.6	3.6	11.75	0.6	7.05	2	0.2	0.4	0.2	4.4	17.53	0.4	0.5	3.506	1
3.89	6		0.2		0.08	0.2	0.016	0.08	5	0.2	1		0.2		2	0.2	0.4	0.2	2	1.416	0.4	0.5	0.2832
3.89	6		0.2		0.83	0.2	0.166	0.83	5	0.2	1	2.95	0.2	0.59	2	0.2	0.4	0.2	2	2.156	0.4	0.5	0.4312
3.89	7	1.1	0.4	0.44	7.41	0.4	2.964	8.51	5	0.2	1	44.95	0.6	26.97	2	0.2	0.4	0.2	3.2	31.774	0.4	0.5	6.3548	1
3.89	8	8.5	0.6	5.1	12.03	0.6	7.218	20.53	5.5	0.4	2.2	7.79	0.4	3.116	2	0.2	0.4	0.2	4.2	18.034	0.4	0.5	3.6068	1
3.89	8	8.4	0.6	5.04	11.05	0.6	6.63	19.45	5.5	0.4	2.2	7.34	0.4	2.936	2	0.2	0.4	0.2	4.2	17.206	0.4	0.5	3.4412	1
3.89	8	3.98	0.6	2.388	0.99	0.2	0.198	4.97	5	0.2	1	1.93	0.2	0.386	2	0.2	0.4	0.2	2.4	4.372	0.4	0.5	0.8744


CREATE TABLE audit_data (
  "sector_score" DOUBLE,
  "location_id" VARCHAR,
  "para_a" DOUBLE,
  "score_a" DOUBLE,
  "risk_a" DOUBLE,
  "para_b" DOUBLE,
  "score_b" DOUBLE,
  "risk_b" DOUBLE,
  "total" DOUBLE,
  "numbers" DOUBLE,
  "score_b_1" DOUBLE,
  "risk_c" DOUBLE,
  "money_value" DOUBLE,
  "score_mv" DOUBLE,
  "risk_d" DOUBLE,
  "district_loss" BIGINT,
  "prob" DOUBLE,
  "risk_e" DOUBLE,
  "history" BIGINT,
  "prob_fa0230" DOUBLE,
  "risk_f" DOUBLE,
  "score" DOUBLE,
  "inherent_risk" DOUBLE,
  "control_risk" DOUBLE,
  "detection_risk" DOUBLE,
  "audit_risk" DOUBLE,
  "risk" BIGINT
);