Customer Purchasing Behavior Analysis
[]
['CREATE TABLE if not exists Transactions (\n    transaction_id INT,\n    customer_id INT,\n    product_id INT,\n    transaction_date DATE,\n    amount DECIMAL(10, 2)\n)', 'CREATE TABLE if not exists Products (\n    product_id INT ,\n    category VARCHAR(255),\n    price DECIMAL(10, 2)\n)\n', 'Truncate table Transactions', "insert into Transactions (transaction_id, customer_id, product_id, transaction_date, amount) values ('1', '101', '1', '2023-01-01', '100.0')", "insert into Transactions (transaction_id, customer_id, product_id, transaction_date, amount) values ('2', '101', '2', '2023-01-15', '150.0')", "insert into Transactions (transaction_id, customer_id, product_id, transaction_date, amount) values ('3', '102', '1', '2023-01-01', '100.0')", "insert into Transactions (transaction_id, customer_id, product_id, transaction_date, amount) values ('4', '102', '3', '2023-01-22', '200.0')", "insert into Transactions (transaction_id, customer_id, product_id, transaction_date, amount) values ('5', '101', '3', '2023-02-10', '200.0')", 'Truncate table Products', "insert into Products (product_id, category, price) values ('1', 'A', '100.0')", "insert into Products (product_id, category, price) values ('2', 'B', '150.0')", "insert into Products (product_id, category, price) values ('3', 'C', '200.0')"]
{"mysql": ["CREATE TABLE if not exists Transactions (\n    transaction_id INT,\n    customer_id INT,\n    product_id INT,\n    transaction_date DATE,\n    amount DECIMAL(10, 2)\n)", "CREATE TABLE if not exists Products (\n    product_id INT ,\n    category VARCHAR(255),\n    price DECIMAL(10, 2)\n)\n"], "mssql": ["CREATE TABLE Transactions (\n    transaction_id INT ,\n    customer_id INT,\n    product_id INT,\n    transaction_date DATE,\n    amount DECIMAL(10, 2)\n)\n", "\nCREATE TABLE Products (\n    product_id INT ,\n    category VARCHAR(255),\n    price DECIMAL(10, 2)\n)"], "oraclesql": ["CREATE TABLE Transactions (\n    transaction_id NUMBER ,\n    customer_id NUMBER,\n    product_id NUMBER,\n    transaction_date DATE,\n    amount NUMBER(10, 2)\n)", "CREATE TABLE Products (\n    product_id NUMBER ,\n    category VARCHAR2(255),\n    price NUMBER(10, 2)\n)", "ALTER SESSION SET nls_date_format='YYYY-MM-DD'"], "database": true, "name": "analyze_customer_behavior", "postgresql": ["CREATE TABLE IF NOT EXISTS Transactions (\n    transaction_id INTEGER,\n    customer_id INTEGER,\n    product_id INTEGER,\n    transaction_date DATE,\n    amount NUMERIC(10, 2)\n);\n", "CREATE TABLE IF NOT EXISTS Products (\n    product_id INTEGER,\n    category VARCHAR(255),\n    price NUMERIC(10, 2)\n);\n"], "pythondata": ["Transactions = pd.DataFrame(columns=['transaction_id', 'customer_id', 'product_id', 'transaction_date', 'amount']).astype({'transaction_id': 'int', 'customer_id': 'int', 'product_id': 'int', 'transaction_date': 'datetime64[ns]', 'amount': 'float'})", "Products = pd.DataFrame(columns=['product_id', 'category', 'price']).astype({'product_id': 'int', 'category': 'str', 'price': 'float'})"], "database_schema": {"Transactions": {"transaction_id": "INT", "customer_id": "INT", "product_id": "INT", "transaction_date": "DATE", "amount": "DECIMAL(10, 2)"}, "Products": {"product_id": "INT", "category": "VARCHAR(255)", "price": "DECIMAL(10, 2)"}}}
{"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 2.2.2 and NumPy 1.26.4</p>"], "postgresql": ["PostgreSQL", "<p>PostgreSQL 16</p>"]}
['Database']