High-fidelity Fraudulent Activity 2023

my dataset is based in fraudulent activity in world source in banking

@kaggle.willianoliveiragibin_high_fidelity_fraudulent_activity_2023

Table List

1 table(136.87 MB)

Creditcard 2023

@kaggle.willianoliveiragibin_high_fidelity_fraudulent_activity_2023.creditcard_2023

136.87 MB
568630 rows
31 columns

id Id	v1 V1	v2 V2	v3 V3	v4 V4	v5 V5	v6 V6	v7 V7	v8 V8	v9 V9	v10 V10	v11 V11	v12 V12	v13 V13	v14 V14	v15 V15	v16 V16	v17 V17	v18 V18	v19 V19	v20 V20	v21 V21	v22 V22	v23 V23	v24 V24	v25 V25	v26 V26	v27 V27	v28 V28	amount Amount
	-0.2606478048943981	-0.4696484500536342	2.496266082631564	-0.0837239126781463	0.1296812361545678	0.7328982498449426	0.5190136179018007	-0.1300060475886773	0.7271592691096374	0.6377345411881967	-0.987020009879984	0.2934381004820159	-0.941386125092944	0.5490198936308889	1.8048785784684265	0.2155979938725388	0.5123066605849524	0.3336437173298195	0.1242701563540847	0.091201898816507	-0.1105516796101296	0.2176061438295	-0.1347944948772723	0.1659591154312752	0.1262799761446219	-0.4348239807537432	-0.0812301086016675	-0.1510454864555771	17982.1
1	0.9850997342386376	-0.3560450929163436	0.5580563509382045	-0.4296539034065106	0.2771402629466986	0.4286045153379263	0.4064660422512956	-0.1331182741764908	0.3474518951767279	0.5298079844330024	0.1401073307195193	1.56424576778617	0.5740740122153044	0.6277187366771656	0.7061213272690174	0.7891883649573925	0.4038098816270112	0.2017993724669023	-0.3406870994105202	-0.2339841559621429	-0.1949359637531073	-0.6057609055521909	0.0794690758237613	-0.5773948740161742	0.1900897076741061	0.2965027040269081	-0.2480520585770494	-0.0645119229692018	6531.37
2	-0.2602716127429705	-0.949384606645412	1.7285377761514875	-0.4579862888424837	0.0740616543492221	1.4194811432767418	0.7435110747693963	-0.0955760133714609	-0.2612966191422005	0.6907077998548777	-0.2729849252987685	0.6592006642046833	0.8051731885973652	0.6168743863580851	3.0690247739919467	-0.5775135224933788	0.8865259684145712	0.239441660979288	-2.3660789277247263	0.3616523101955929	-0.0050202777531307	0.7029063846645285	0.9450454906841044	-1.1546656286835624	-0.6055636614145458	-0.3128945478459945	-0.30025803544491	-0.244718229394656	2513.54
3	-0.1521521019135671	-0.508958707673651	1.746840058804548	-1.090177941714601	0.2494857726542817	1.143312263314309	0.5182685727677246	-0.0651299167095495	-0.2056976045189998	0.5752307097017012	-0.7525809603241911	0.7374829573995879	0.5929936683157765	0.559534988563895	-0.6976637148347814	-0.0306689838895289	0.2426291656890181	2.178615999824616	-1.3450602298636216	-0.3782233481610685	-0.1469271369017256	-0.0382124578500693	-0.2140481897661867	-1.8931311053959845	1.0039631060422864	-0.5159502587046078	-0.1653164903038422	0.0484236255562675	5384.44
4	-0.2068195207397724	-0.1652802037771797	1.5270526784614766	-0.4482926629585126	0.1061251141654366	0.5305488615008258	0.658849134344094	-0.2126600114747583	1.0499208392737625	0.9680461083540552	-1.203171106948886	1.0295774241594398	1.439310226262037	0.2414539990642304	0.1530078543748829	0.2245381291430011	0.3664661955649724	0.2917815527861102	0.445316708757058	0.2472370134083804	-0.1069840176734888	0.729727387309421	-0.1616657036278964	0.312561009534908	-0.4141161944011353	1.071125586437274	0.0237115985693758	0.419117267018846	14278.97
5	0.0253022918437197	-0.1405138106986785	1.1911377729432049	-0.7079788118561594	0.4304903210757426	0.458973191695661	0.611049586735272	-0.0926286061215454	0.1808113568188648	0.4517884201970181	0.0360713051240271	0.8772388982929232	-0.2897211432275731	0.6309924516919941	0.5602008596535647	0.7411315507055352	0.4217663189329054	0.3625038888856569	-0.2427488465300805	-0.0764002965529367	-0.1877393552725504	-0.5385181125792958	-0.0504649864508556	-0.6315530619299042	-0.4564799617352648	0.2526698696704796	0.0666809297920843	0.0958115073198282	6901.49
6	1.016481733774662	-0.3971805392710764	0.4978676895018615	-0.1444627937175796	0.3310218239728978	0.6292427694008561	0.4312624487933091	-0.1340074521768929	0.7961590291922901	0.557014660619282	-1.735015951732288	0.5234247658240413	-0.6936217229367372	0.7965671281425528	0.0112675935838002	0.2282700338156174	0.4415838586870589	-0.0329275898818217	-0.2534473742094342	-0.3903426178275552	-0.1711372883940052	-0.2870170605830907	-0.1781966901493024	-1.2975971503788275	1.1825028840206888	-0.6042279473815688	-0.1981633072866776	-0.0876193386381244	18954.45
7	-0.0513060852213498	-0.0071944793685355	1.1399408997130955	-0.8778799020880308	0.6846677833552468	0.7143261109667721	0.8926151159502262	-0.9084091416596092	0.9019383336771783	1.258025377509123	-1.03942134592312	0.82274856130766	1.8535209771973984	0.1766370803654411	0.7695139017543864	0.4204033503057252	0.1124192058945922	0.1011555074685885	0.0589246213264564	-0.3247579316691717	0.6206762489642831	-0.9204257159701806	0.0346603755918987	-1.0915267633223862	-0.742074797754192	-0.1048626842766507	-1.3825217651611352	-2.7482678256229804	12298.23
8	-0.130680429691743	-0.3495468967868306	0.4257863396969593	-0.7604440582393063	1.7027774311082158	2.3248160166720564	0.5689684197676761	0.0490996749462549	0.2731177182967192	0.4375179115384857	-1.107171841510061	0.5484851685885477	-0.2160775319849128	0.7426163890127919	-0.3944083371471443	0.3459128845334024	0.2915798084942365	0.3970626050176964	0.2593451040527162	-0.1091638164134451	-0.1327873736650419	-0.2847004193996264	-0.2277788252744131	2.248754184052017	0.5348460273987021	-0.9297382501753626	-0.2243848544192358	0.2437898077557364	22052.9
9	0.0584193991769717	-0.0935068917934667	1.1172701407774646	-0.7351717624989681	0.4661111695196928	0.3323713943216991	0.6834247268770631	-0.1366742725134345	0.0964094447959994	0.453468630257162	-0.0964116738019779	1.3169024023859224	1.097693277260692	0.4913844677341842	0.1244514317630123	1.01849575160452	0.2804037306449175	0.6680907312518722	0.1632935928427	0.0434283008088272	-0.2036343525691152	-0.601580957713407	-0.1450822516933596	-0.6547826728811798	-0.1966207969639579	0.2268182538686213	0.0571190774802895	0.1006292670749506	210.35


CREATE TABLE creditcard_2023 (
  "id" BIGINT,
  "v1" DOUBLE,
  "v2" DOUBLE,
  "v3" DOUBLE,
  "v4" DOUBLE,
  "v5" DOUBLE,
  "v6" DOUBLE,
  "v7" DOUBLE,
  "v8" DOUBLE,
  "v9" DOUBLE,
  "v10" DOUBLE,
  "v11" DOUBLE,
  "v12" DOUBLE,
  "v13" DOUBLE,
  "v14" DOUBLE,
  "v15" DOUBLE,
  "v16" DOUBLE,
  "v17" DOUBLE,
  "v18" DOUBLE,
  "v19" DOUBLE,
  "v20" DOUBLE,
  "v21" DOUBLE,
  "v22" DOUBLE,
  "v23" DOUBLE,
  "v24" DOUBLE,
  "v25" DOUBLE,
  "v26" DOUBLE,
  "v27" DOUBLE,
  "v28" DOUBLE,
  "amount" DOUBLE,
  "class" BIGINT
);