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Create Python automation scripts with Cerewro: CSV, Excel, web scraping and more

Generate complete Python scripts with Cerewro to automate repetitive tasks: process CSV with pandas, generate Excel reports, web scraping, send emails and schedule tasks with cron or schtasks.

Equipo Cerewro
python scripts automatizacion pandas csv excel cron

Python automation scripts with Cerewro

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.