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syedkhizarrayaz/BM-AI-Analysis-And-Alert-Prioritization-Agent

sourceHugging Faceupdated 8mo agoView on Hugging Face
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preprocessed_data_log.txt102 linesDownload Raw Back to root
1Preprocessed data:2   AlertScore riskLevel                                                                                                        MatchDetails                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                MatchInfoJson                              ScenarioName  Change in Customer Transactions Behavior RelationshipCategory  AlertsPerDay  AvgAlertScore30        90.0      High  {"id": "RIDBL01-C2", "scenario": "AML06 - High velocity transaction-Tabby Card", "score": 90, "riskLevel": "High"}  [{"ID": "TC-1", "ANNUAL INCOME": 28096, "AMOUNT": 6},{"ID": "TC-2", "ANNUAL INCOME": 28096, "AMOUNT": 10000},{"ID": "TC-3", "ANNUAL INCOME": 28096, "AMOUNT": 6000},{"ID": "TC-4", "ANNUAL INCOME": 28096, "AMOUNT": 14826},{"ID": "TC-5", "ANNUAL INCOME": 28096, "AMOUNT": 29652},{"ID": "TC-6", "ANNUAL INCOME": 28096, "AMOUNT": 36000},{"ID": "TC-7", "ANNUAL INCOME": 28096, "AMOUNT": 36},{"ID": "TC-8", "ANNUAL INCOME": 28096, "AMOUNT": 14826},{"ID": "TC-9", "ANNUAL INCOME": 28096, "AMOUNT": 25},{"ID": "TC-10", "ANNUAL INCOME": 28096, "AMOUNT": 49717},{"ID": "TC-11", "ANNUAL INCOME": 28096, "AMOUNT": 34593},{"ID": "TC-12", "ANNUAL INCOME": 28096, "AMOUNT": 59304},{"ID": "TC-13", "ANNUAL INCOME": 28096, "AMOUNT": 2273},{"ID": "TC-14", "ANNUAL INCOME": 28096, "AMOUNT": 50000},{"ID": "TC-15", "ANNUAL INCOME": 28096, "AMOUNT": 9884},{"ID": "TC-16", "ANNUAL INCOME": 28096, "AMOUNT": 26000},{"ID": "TC-17", "ANNUAL INCOME": 28096, "AMOUNT": 64248},{"ID": "TC-18", "ANNUAL INCOME": 28096, "AMOUNT": 10000},{"ID": "TC-19", "ANNUAL INCOME": 28096, "AMOUNT": 20},{"ID": "TC-20", "ANNUAL INCOME": 28096, "AMOUNT": 40000},{"ID": "TC-21", "ANNUAL INCOME": 28096, "AMOUNT": 2000},{"ID": "TC-22", "ANNUAL INCOME": 28096, "AMOUNT": 21300},{"ID": "TC-23", "ANNUAL INCOME": 28096, "AMOUNT": 9884},{"ID": "TC-24", "ANNUAL INCOME": 28096, "AMOUNT": 1532},{"ID": "TC-25", "ANNUAL INCOME": 28096, "AMOUNT": 9884},{"ID": "TC-26", "ANNUAL INCOME": 28096, "AMOUNT": 40000},{"ID": "TC-27", "ANNUAL INCOME": 28096, "AMOUNT": 40},{"ID": "TC-28", "ANNUAL INCOME": 28096, "AMOUNT": 386}]  Change in Customer Transactions Behavior                                         1                  Low      0.000309           90.04 5Preprocessed data:6   AlertScore riskLevel                                                             MatchDetails                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  MatchInfoJson            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore70        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000   <ALERTMATCH><TRXNNO>025CHDP200160504</TRXNNO><DATE>16 Jan 2020</DATE><TIME>1:14PM</TIME><ACCOUNTNO>0251030023410038</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160008</TRXNNO><DATE>16 Jan 2020</DATE><TIME>5:17PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,150,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160016</TRXNNO><DATE>16 Jan 2020</DATE><TIME>6:57PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH>  Structuring - Deposits                       1                  Low      0.000309           90.08 9Preprocessed data:10Preprocessed data:11Preprocessed data:12numeric features 13Preprocessed data:14numeric features 15['AlertScore', 'Structuring - Deposits', 'AlertsPerDay', 'AvgAlertScore']16 17categorical features 18['riskLevel', 'MatchDetails', 'MatchInfoJson', 'ScenarioName', 'RelationshipCategory']Preprocessed data:19   AlertScore riskLevel                                                             MatchDetails                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  MatchInfoJson            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore200        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000   <ALERTMATCH><TRXNNO>025CHDP200160504</TRXNNO><DATE>16 Jan 2020</DATE><TIME>1:14PM</TIME><ACCOUNTNO>0251030023410038</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160008</TRXNNO><DATE>16 Jan 2020</DATE><TIME>5:17PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,150,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160016</TRXNNO><DATE>16 Jan 2020</DATE><TIME>6:57PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH>  Structuring - Deposits                       1                  Low      0.000309           90.021 22Preprocessed data:23   AlertScore riskLevel                                                             MatchDetails                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  MatchInfoJson            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore240        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000   <ALERTMATCH><TRXNNO>025CHDP200160504</TRXNNO><DATE>16 Jan 2020</DATE><TIME>1:14PM</TIME><ACCOUNTNO>0251030023410038</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160008</TRXNNO><DATE>16 Jan 2020</DATE><TIME>5:17PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,150,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160016</TRXNNO><DATE>16 Jan 2020</DATE><TIME>6:57PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH>  Structuring - Deposits                       1                  Low      0.000309           90.025 26Preprocessed data:27   AlertScore riskLevel                                                             MatchDetails                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  MatchInfoJson            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore280        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000   <ALERTMATCH><TRXNNO>025CHDP200160504</TRXNNO><DATE>16 Jan 2020</DATE><TIME>1:14PM</TIME><ACCOUNTNO>0251030023410038</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160008</TRXNNO><DATE>16 Jan 2020</DATE><TIME>5:17PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,150,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH><ALERTMATCH><TRXNNO>025CHDP200160016</TRXNNO><DATE>16 Jan 2020</DATE><TIME>6:57PM</TIME><ACCOUNTNO>0251030023410016</ACCOUNTNO><TRXNTYPE>CASH DEPOSIT</TRXNTYPE><AMOUNT>1,000,000</AMOUNT><DRCR>Credit</DRCR><NARRATION>Cash Deposit</NARRATION><TRNXBRANCH>MULTAN BRANCH </TRNXBRANCH></ALERTMATCH>  Structuring - Deposits                       1                  Low      0.000309           90.029 30Preprocessed data:31   AlertScore riskLevel                                                             MatchDetails            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore  Workflow320        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000  Structuring - Deposits                       1                  Low      0.000309           90.0         133 34Preprocessed data:35   AlertScore riskLevel                                                             MatchDetails            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore  Workflow360        90.0      High  ID: 0023410|ID: 0023410|NO. OF DEPOSITS: 3|VALUE OF DEPOSITS: 3,150,000  Structuring - Deposits                       1                  Low      0.000309           90.0         137 380    1Preprocessed data:39   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore400        90.0      High  Structuring - Deposits                       1                  Low      0.000309           90.041 420    1Preprocessed data:43   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore440        90.0      High  Structuring - Deposits                       1                  Low      0.000309           90.045 460    1Preprocessed data:47   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore480        90.0      High  Structuring - Deposits                       1                  Low      0.000309           90.049 500    1Preprocessed data:51   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore520        90.0      High  Structuring - Deposits                       1                  Low      0.000309           90.053 540    1Preprocessed data:55   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore560        90.0      High  Structuring - Deposits                       1                  Low      0.000309           90.057 580    1Preprocessed data:59   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore600        50.0      High  Structuring - Deposits                       1                  Low      0.000309           50.061 620    1Preprocessed data:63   AlertScore riskLevel            ScenarioName  Structuring - Deposits RelationshipCategory  AlertsPerDay  AvgAlertScore640        50.0       Low  Structuring - Deposits                       1                  Low      0.000309           50.065 660    1Preprocessed data:67   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore680        50.0       Low  Deviation from KYC                   1                  Low      0.000309           50.069 700    1Preprocessed data:71   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore720        50.0       Low  Deviation from KYC                   1                  Low      0.000309           50.073 740    0Preprocessed data:75   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore760        95.0      High  Deviation from KYC                   1                  Low      0.000309           95.077 780    0Preprocessed data:79   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore800        95.0      High  Deviation from KYC                   1                  Low      0.000309           95.081 820    0Preprocessed data:83   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore840        95.0      High  Deviation from KYC                   1                  Low      0.000309           95.085 860    0Preprocessed data:87   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore880        40.0       Low  Deviation from KYC                   1                  Low      0.000309           40.089 900    0Preprocessed data:91   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore920        40.0       Low  Deviation from KYC                   1                  Low      0.000309           40.093 940    1Preprocessed data:95   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore960        40.0       Low  Deviation from KYC                   1                  Low      0.000309           40.097 980    1Preprocessed data:99   AlertScore riskLevel        ScenarioName  Deviation from KYC RelationshipCategory  AlertsPerDay  AvgAlertScore1000        40.0       Low  Deviation from KYC                   1                  Low      0.000309           40.0101 1020    1