From f38f43715b248683536669da7f11bc9978b46539 Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Mon, 1 Dec 2025 10:31:57 +0000 Subject: [PATCH] feat(analytics): add Santander bank analytics database and queries - Add SQLite database (santander_bank.db) with customers and transactions tables - Add data loading script (scripts/load_data.py) to create and populate database - Add individual analytical SQL queries: - query_1_customer_demographics.sql: Customer count, avg age, avg balance by segment - query_2_monthly_transactions.sql: Monthly transaction volume by category - query_3_top_customers.sql: Top 10 customers by transaction count - query_4_channel_analysis.sql: Average transaction amount by channel Database contains: - 500 customers with demographics, account info, and preferences - 5,000 transactions with amounts, categories, and channels Co-Authored-By: Joao Esteves --- data/santander_bank.db | Bin 0 -> 753664 bytes scripts/load_data.py | 254 ++++++++++++++++++++++ scripts/query_1_customer_demographics.sql | 13 ++ scripts/query_2_monthly_transactions.sql | 12 + scripts/query_3_top_customers.sql | 17 ++ scripts/query_4_channel_analysis.sql | 13 ++ 6 files changed, 309 insertions(+) create mode 100644 data/santander_bank.db create mode 100644 scripts/load_data.py create mode 100644 scripts/query_1_customer_demographics.sql create mode 100644 scripts/query_2_monthly_transactions.sql create mode 100644 scripts/query_3_top_customers.sql create mode 100644 scripts/query_4_channel_analysis.sql diff --git a/data/santander_bank.db b/data/santander_bank.db new file mode 100644 index 0000000000000000000000000000000000000000..6248bdd44b766df16785611bd855c3cc08caab0c GIT binary patch literal 753664 zcmeFa3v^s%xj&ptlD0{6K}rlEgzQpEi6!a2%$_~FrS0UN=GHVxn-+mOO{UE>lbJA+ zkcO%_Tt$(KfZRd3D0n-fBB%#NP>%|H;3W z;X|ps!T%TgKL5RsD~ejj`>OCyLzSgPRS#5_;(y!!-oJe8`(tn5*c&+Z29CXfV{hQt 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pathlib import Path + +# Third-party +import pandas as pd + + +def create_database(db_path: str) -> sqlite3.Connection: + """Create a new SQLite database connection. + + Args: + db_path: Path where the database file should be created. + + Returns: + SQLite connection object. + """ + conn = sqlite3.connect(db_path) + print(f"Created database: {db_path}") + return conn + + +def create_customers_table(conn: sqlite3.Connection) -> None: + """Create the customers table with appropriate schema. + + Args: + conn: SQLite database connection. + """ + cursor = conn.cursor() + cursor.execute(""" + CREATE TABLE IF NOT EXISTS customers ( + customer_id TEXT PRIMARY KEY, + first_name TEXT NOT NULL, + last_name TEXT NOT NULL, + email TEXT, + phone TEXT, + date_of_birth TEXT, + age INTEGER, + gender TEXT, + address TEXT, + city TEXT, + postcode TEXT, + account_type TEXT, + account_number INTEGER, + sort_code TEXT, + account_open_date TEXT, + balance REAL, + income_bracket TEXT, + credit_score INTEGER, + num_products INTEGER, + customer_segment TEXT, + is_active INTEGER, + has_mobile_app INTEGER, + has_online_banking INTEGER, + marketing_consent INTEGER + ) + """) + conn.commit() + print("Created customers table") + + +def create_transactions_table(conn: sqlite3.Connection) -> None: + """Create the transactions table with appropriate schema. + + Args: + conn: SQLite database connection. + """ + cursor = conn.cursor() + cursor.execute(""" + CREATE TABLE IF NOT EXISTS transactions ( + transaction_id TEXT PRIMARY KEY, + customer_id TEXT NOT NULL, + transaction_date TEXT, + transaction_time TEXT, + transaction_type TEXT, + category TEXT, + amount REAL, + currency TEXT, + merchant_name TEXT, + merchant_category_code INTEGER, + channel TEXT, + location TEXT, + is_international INTEGER, + is_recurring INTEGER, + status TEXT, + FOREIGN KEY (customer_id) REFERENCES customers(customer_id) + ) + """) + conn.commit() + print("Created transactions table") + + +def load_customers_data(conn: sqlite3.Connection, excel_path: str) -> int: + """Load customer data from Excel file into the database. + + Args: + conn: SQLite database connection. + excel_path: Path to the customers Excel file. + + Returns: + Number of rows loaded. + + Raises: + FileNotFoundError: If the Excel file doesn't exist. + """ + if not Path(excel_path).exists(): + raise FileNotFoundError(f"Excel file not found: {excel_path}") + + df = pd.read_excel(excel_path) + + bool_columns = ["is_active", "has_mobile_app", "has_online_banking", "marketing_consent"] + for col in bool_columns: + if col in df.columns: + df[col] = df[col].astype(int) + + df.to_sql("customers", conn, if_exists="replace", index=False) + print(f"Loaded {len(df)} rows into customers table") + return len(df) + + +def load_transactions_data(conn: sqlite3.Connection, excel_path: str) -> int: + """Load transaction data from Excel file into the database. + + Args: + conn: SQLite database connection. + excel_path: Path to the transactions Excel file. + + Returns: + Number of rows loaded. + + Raises: + FileNotFoundError: If the Excel file doesn't exist. + """ + if not Path(excel_path).exists(): + raise FileNotFoundError(f"Excel file not found: {excel_path}") + + df = pd.read_excel(excel_path) + + bool_columns = ["is_international", "is_recurring"] + for col in bool_columns: + if col in df.columns: + df[col] = df[col].astype(int) + + df.to_sql("transactions", conn, if_exists="replace", index=False) + print(f"Loaded {len(df)} rows into transactions table") + return len(df) + + +def verify_data(conn: sqlite3.Connection) -> None: + """Run sample queries to verify data was loaded correctly. + + Args: + conn: SQLite database connection. + """ + cursor = conn.cursor() + + print("\n" + "=" * 60) + print("DATA VERIFICATION") + print("=" * 60) + + cursor.execute("SELECT COUNT(*) FROM customers") + customer_count = cursor.fetchone()[0] + print(f"\nTotal customers: {customer_count}") + + cursor.execute("SELECT COUNT(*) FROM transactions") + transaction_count = cursor.fetchone()[0] + print(f"Total transactions: {transaction_count}") + + print("\n--- Sample Customers (first 5) ---") + cursor.execute(""" + SELECT + customer_id, + first_name, + last_name, + city, + account_type, + balance + FROM customers + LIMIT 5 + """) + for row in cursor.fetchall(): + print(f" {row}") + + print("\n--- Sample Transactions (first 5) ---") + cursor.execute(""" + SELECT + transaction_id, + customer_id, + transaction_date, + transaction_type, + amount, + status + FROM transactions + LIMIT 5 + """) + for row in cursor.fetchall(): + print(f" {row}") + + print("\n--- Customer Transactions Summary ---") + cursor.execute(""" + SELECT + c.customer_id, + c.first_name || ' ' || c.last_name AS customer_name, + c.city, + COUNT(t.transaction_id) AS transaction_count, + ROUND(SUM(t.amount), 2) AS total_amount, + ROUND(AVG(t.amount), 2) AS avg_amount + FROM customers c + LEFT JOIN transactions t ON c.customer_id = t.customer_id + GROUP BY c.customer_id, customer_name, c.city + ORDER BY transaction_count DESC + LIMIT 10 + """) + print("\nTop 10 customers by transaction count:") + for row in cursor.fetchall(): + print(f" {row[0]} | {row[1]} | {row[2]} | {row[3]} txns | Total: £{row[4]} | Avg: £{row[5]}") + + +def main() -> None: + """Main function to create database and load data.""" + scripts_dir = Path(__file__).parent + data_dir = scripts_dir.parent / "data" + db_path = data_dir / "santander_bank.db" + customers_excel = data_dir / "santander_customers.xlsx" + transactions_excel = data_dir / "santander_transactions.xlsx" + + if db_path.exists(): + db_path.unlink() + print(f"Removed existing database: {db_path}") + + conn = create_database(str(db_path)) + + try: + create_customers_table(conn) + create_transactions_table(conn) + + load_customers_data(conn, str(customers_excel)) + load_transactions_data(conn, str(transactions_excel)) + + verify_data(conn) + + finally: + conn.close() + print(f"\nDatabase created successfully: {db_path}") + + +if __name__ == "__main__": + main() diff --git a/scripts/query_1_customer_demographics.sql b/scripts/query_1_customer_demographics.sql new file mode 100644 index 00000000..e31e2388 --- /dev/null +++ b/scripts/query_1_customer_demographics.sql @@ -0,0 +1,13 @@ +-- Customer Demographics by Segment +-- Shows count, average age, and average balance for each customer segment + +SELECT + customer_segment, + COUNT(*) AS customer_count, + ROUND(AVG(age), 1) AS avg_age, + ROUND(AVG(balance), 2) AS avg_balance, + ROUND(MIN(balance), 2) AS min_balance, + ROUND(MAX(balance), 2) AS max_balance +FROM customers +GROUP BY customer_segment +ORDER BY customer_count DESC; diff --git a/scripts/query_2_monthly_transactions.sql b/scripts/query_2_monthly_transactions.sql new file mode 100644 index 00000000..1be03ea8 --- /dev/null +++ b/scripts/query_2_monthly_transactions.sql @@ -0,0 +1,12 @@ +-- Monthly Transaction Volume by Category +-- Shows transaction count and total amount per category per month + +SELECT + strftime('%Y-%m', transaction_date) AS month, + category, + COUNT(*) AS transaction_count, + ROUND(SUM(amount), 2) AS total_amount, + ROUND(AVG(amount), 2) AS avg_amount +FROM transactions +GROUP BY month, category +ORDER BY month DESC, total_amount DESC; diff --git a/scripts/query_3_top_customers.sql b/scripts/query_3_top_customers.sql new file mode 100644 index 00000000..0ca1c51f --- /dev/null +++ b/scripts/query_3_top_customers.sql @@ -0,0 +1,17 @@ +-- Top 10 Customers by Transaction Count +-- Shows customers with the most transactions, including their details + +SELECT + c.customer_id, + c.first_name || ' ' || c.last_name AS customer_name, + c.city, + c.customer_segment, + c.balance AS account_balance, + COUNT(t.transaction_id) AS transaction_count, + ROUND(SUM(t.amount), 2) AS total_transaction_amount, + ROUND(AVG(t.amount), 2) AS avg_transaction_amount +FROM customers c +LEFT JOIN transactions t ON c.customer_id = t.customer_id +GROUP BY c.customer_id, customer_name, c.city, c.customer_segment, c.balance +ORDER BY transaction_count DESC +LIMIT 10; diff --git a/scripts/query_4_channel_analysis.sql b/scripts/query_4_channel_analysis.sql new file mode 100644 index 00000000..285a9e05 --- /dev/null +++ b/scripts/query_4_channel_analysis.sql @@ -0,0 +1,13 @@ +-- Average Transaction Amount by Channel +-- Shows average, min, max, and total amounts for each transaction channel + +SELECT + channel, + COUNT(*) AS transaction_count, + ROUND(AVG(amount), 2) AS avg_amount, + ROUND(MIN(amount), 2) AS min_amount, + ROUND(MAX(amount), 2) AS max_amount, + ROUND(SUM(amount), 2) AS total_amount +FROM transactions +GROUP BY channel +ORDER BY avg_amount DESC;