Python is the king of automation. With Cerewro you can generate complete scripts to process data, generate reports, web scrape, send automated emails and schedule tasks — without writing a single line of code.

Cerewro Chat — CSV to Excel report

Create a Python script that reads "sales_2025.csv", groups by salesperson and month, calculates totals and month-over-month variation, and generates an Excel with bar chart in "sales_report.xlsx"

Web scraping with BeautifulSoup

import requests
from bs4 import BeautifulSoup
import pandas as pd
from datetime import datetime
import time

def scrape_products(base_url: str, pages: int = 5) -> pd.DataFrame:
    items = []
    for page in range(1, pages + 1):
        resp = requests.get(f"{base_url}?page={page}", timeout=10)
        soup = BeautifulSoup(resp.text, 'html.parser')
        for item in soup.select('.product-card'):
            items.append({
                'name':      item.select_one('.name').text.strip(),
                'price':     item.select_one('.price').text.strip(),
                'timestamp': datetime.now().isoformat()
            })
        time.sleep(1)
    return pd.DataFrame(items)

Schedule with schtasks

schtasks /create /tn "DailyReport" /tr "python C:\scripts\report.py" /sc DAILY /st 08:00 /ru SYSTEM

Always use venv for scheduled scripts: Reference the venv Python explicitly: C:\scripts\.venv\Scripts\python.exe C:\scripts\report.py to ensure correct dependencies regardless of the system's global Python.

Python automation scripts with Cerewro