
Python Scripting for Data Workflows
Starting at
$
100
/hrAbout this service
Summary
FAQs
Do I need technical knowledge to use the script?
Not necessarily. I’ll provide a clear usage guide, and I can include a simple interface if your team prefers not to touch code.
Can the script run on a schedule or trigger automatically?
Yes. I can set up automation using lightweight tools like cron, Task Scheduler, or Python-based schedulers depending on your system.
Can this connect to APIs or cloud platforms?
Absolutely. If you need to pull data from an API or push results into a CRM, Google Sheets, or a database, I can handle that.
Is the code reusable for future tasks?
Yes—everything is modular and documented. I don’t believe in black-box solutions that fall apart the moment your team needs to adapt them.
What if we need changes later?
I offer follow-up support or script enhancements as a separate engagement if your needs evolve.
What's included
Scripted Workflow (.py or notebook)
A clean, documented Python script or Jupyter notebook tailored to your use case—data cleaning, merging, transformation, enrichment, or automation. Includes comments, usage instructions, and modular code blocks for reuse.
Input/Output Mapping & Data Dictionary
A concise reference (Excel or Markdown) listing expected input formats, transformations applied, and resulting outputs—ensuring clarity for teams who’ll use or maintain the workflow.
Quick Start Guide / Usage Instructions
A 1–2 page document (PDF or Notion-style) explaining how to run the script, adjust parameters, and troubleshoot common issues. Designed for technical or semi-technical users who might need to tweak or reuse your work later.
UI Wrapper (Streamlit)
A lightweight UI so non-technical users can run the workflow via a browser, change settings, or upload files without code.
Scheduled Automation
Wrap your script in a scheduled task (e.g. using APScheduler, Python + cron, or Windows Task Scheduler) for recurring runs.
API Integration
If needed, the script can pull or push data via REST APIs (e.g., Google Sheets, Airtable, Pipedrive, custom CRM).
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