Automate with AI
Start for free today.
Build AI agents in minutes to automate workflows, save time, and grow your business.
400 free credits
400 free tasks
AI Python Code Generator
Quickly generate efficient and well-documented Python code snippets by describing your desired functionality and requirements.
Tools used
Can you create a Python script that analyzes a CSV file of sales data and generates a monthly report?
Sure, here's a Python script for analyzing sales data and generating monthly reports!
View Complete Code
Python Code Generator
import pandas as pdimport matplotlib.pyplot as pltfrom datetime import datetimedef analyze_sales_data(csv_file): # Load the CSV file df = sales_data = pd.read_csv(csv_file) # Convert date column to datetime format df['Date'] = pd.to_datetime(df['Date']) # Group by month and calculate metrics monthly_sales = df.groupby(df['Date'].dt.strftime('%Y-%m'))['Amount'].sum() # Generate report print(f"Monthly Sales Report - Generated on {datetime.now().strftime('%Y-%m-%d')}")
|import pandas as pdimport matplotlib.pyplot as pltfrom datetime import datetimedef analyze_sales_data(csv_file): # Load the CSV file df = sales_data = pd.read_csv(csv_file) # Convert date column to datetime format df['Date'] = pd.to_datetime(df['Date']) # Group by month and calculate metrics monthly_sales = df.groupby(df['Date'].dt.strftime('%Y-%m'))['Amount'].sum() # Generate report print(f"Monthly Sales Report - Generated on {datetime.now().strftime('%Y-%m-%d')}")
Related templates
Generate any text with AI
Not sure what you can generate?
.png)
