{
    "data": {
        "question": {
            "questionId": "3339",
            "questionFrontendId": "3055",
            "boundTopicId": null,
            "title": "Top Percentile Fraud",
            "titleSlug": "top-percentile-fraud",
            "content": null,
            "translatedTitle": null,
            "translatedContent": null,
            "isPaidOnly": true,
            "difficulty": "Medium",
            "likes": 1,
            "dislikes": 3,
            "isLiked": null,
            "similarQuestions": "[]",
            "exampleTestcases": "{\"headers\":{\"Fraud\":[\"policy_id\",\"state\",\"fraud_score\"]},\"rows\":{\"Fraud\":[[1,\"California\",0.92],[2,\"California\",0.68],[3,\"California\",0.17],[4,\"New York\",0.94],[5,\"New York\",0.81],[6,\"New York\",0.77],[7,\"Texas\",0.98],[8,\"Texas\",0.97],[9,\"Texas\",0.96],[10,\"Florida\",0.97],[11,\"Florida\",0.98],[12,\"Florida\",0.78],[13,\"Florida\",0.88],[14,\"Florida\",0.66]]}}",
            "categoryTitle": "Database",
            "contributors": [],
            "topicTags": [],
            "companyTagStats": null,
            "codeSnippets": null,
            "stats": "{\"totalAccepted\": \"141\", \"totalSubmission\": \"210\", \"totalAcceptedRaw\": 141, \"totalSubmissionRaw\": 210, \"acRate\": \"67.1%\"}",
            "hints": [],
            "solution": null,
            "status": null,
            "sampleTestCase": "{\"headers\":{\"Fraud\":[\"policy_id\",\"state\",\"fraud_score\"]},\"rows\":{\"Fraud\":[[1,\"California\",0.92],[2,\"California\",0.68],[3,\"California\",0.17],[4,\"New York\",0.94],[5,\"New York\",0.81],[6,\"New York\",0.77],[7,\"Texas\",0.98],[8,\"Texas\",0.97],[9,\"Texas\",0.96],[10,\"Florida\",0.97],[11,\"Florida\",0.98],[12,\"Florida\",0.78],[13,\"Florida\",0.88],[14,\"Florida\",0.66]]}}",
            "metaData": "{\"mysql\": [\"Create table If Not Exists Fraud (policy_id int, state varchar(50), fraud_score decimal(5,2))\"], \"mssql\": [\"Create table  Fraud (policy_id int, state varchar(50), fraud_score decimal(5,2))\"], \"oraclesql\": [\"Create table Fraud (policy_id int, state varchar(50), fraud_score decimal(10,2))\"], \"database\": true, \"name\": \"top_percentile_fraud\", \"pythondata\": [\"Fraud = pd.DataFrame([], columns=['policy_id', 'state', 'fraud_score']).astype({'policy_id':'Int64', 'state':'object', 'fraud_score':'Float64'})\\n\"], \"postgresql\": [\"Create table If Not Exists Fraud (policy_id int, state varchar(50), fraud_score decimal(5,2))\\n\"], \"database_schema\": {\"Fraud\": {\"policy_id\": \"INT\", \"state\": \"VARCHAR(50)\", \"fraud_score\": \"DECIMAL(5, 2)\"}}}",
            "judgerAvailable": true,
            "judgeType": "large",
            "mysqlSchemas": [
                "Create table If Not Exists Fraud (policy_id int, state varchar(50), fraud_score decimal(5,2))",
                "Truncate table Fraud",
                "insert into Fraud (policy_id, state, fraud_score) values ('1', 'California', '0.92')",
                "insert into Fraud (policy_id, state, fraud_score) values ('2', 'California', '0.68')",
                "insert into Fraud (policy_id, state, fraud_score) values ('3', 'California', '0.17')",
                "insert into Fraud (policy_id, state, fraud_score) values ('4', 'New York', '0.94')",
                "insert into Fraud (policy_id, state, fraud_score) values ('5', 'New York', '0.81')",
                "insert into Fraud (policy_id, state, fraud_score) values ('6', 'New York', '0.77')",
                "insert into Fraud (policy_id, state, fraud_score) values ('7', 'Texas', '0.98')",
                "insert into Fraud (policy_id, state, fraud_score) values ('8', 'Texas', '0.97')",
                "insert into Fraud (policy_id, state, fraud_score) values ('9', 'Texas', '0.96')",
                "insert into Fraud (policy_id, state, fraud_score) values ('10', 'Florida', '0.97')",
                "insert into Fraud (policy_id, state, fraud_score) values ('11', 'Florida', '0.98')",
                "insert into Fraud (policy_id, state, fraud_score) values ('12', 'Florida', '0.78')",
                "insert into Fraud (policy_id, state, fraud_score) values ('13', 'Florida', '0.88')",
                "insert into Fraud (policy_id, state, fraud_score) values ('14', 'Florida', '0.66')"
            ],
            "enableRunCode": true,
            "enableTestMode": false,
            "enableDebugger": false,
            "envInfo": "{\"mysql\": [\"MySQL\", \"<p><code>MySQL 8.0</code>.</p>\"], \"mssql\": [\"MS SQL Server\", \"<p><code>mssql server 2019</code>.</p>\"], \"oraclesql\": [\"Oracle\", \"<p><code>Oracle Sql 11.2</code>.</p>\"], \"pythondata\": [\"Pandas\", \"<p>Python 3.10 with Pandas 2.0.2 and NumPy 1.25.0</p>\"], \"postgresql\": [\"PostgreSQL\", \"<p>PostgreSQL 16</p>\"]}",
            "libraryUrl": null,
            "adminUrl": null,
            "challengeQuestion": null,
            "__typename": "QuestionNode"
        }
    }
}