You will get clean CSV/Excel data (duplicates, errors, formatting fixed)
Project details
You will get a clean, analysis-ready CSV/Excel file with duplicates, formatting issues, and messy values fixed. I standardize dates, currency amounts, text casing, and inconsistent fields, then deliver a polished output you can use immediately for reporting, dashboards, or imports.
What you get:
Clean CSV/Excel output (consistent formats)
Duplicate handling (remove or flag)
Missing value handling (per your rule)
Quick validation checks (counts, basic consistency)
Short summary of what changed
Delivery time starts after you submit requirements and provide access/files.
What you get:
Clean CSV/Excel output (consistent formats)
Duplicate handling (remove or flag)
Missing value handling (per your rule)
Quick validation checks (counts, basic consistency)
Short summary of what changed
Delivery time starts after you submit requirements and provide access/files.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$49
|
Standard
$99
|
Advanced
$199
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 1 | 1 | 0 |
Number of Pages Mined/Scraped | 0 | 0 | 0 |
Number of Sources Mined/Scraped | 1 | 1 | 2 |
Frequently asked questions
About Ramanadh
Python Automation & Data Extraction | APIs | Web Scraping | Excel
Scarborough Junction, Canada - 9:38 am local time
I can extract data (web/APIs/CSV/PDF where possible), clean/validate it, and deliver ready-to-use Excel/Google Sheets/CSV outputs.
I specialize in taking the manual work out of your data tasks. I can handle everything from building custom scripts to pull data from APIs and websites, to the tedious work of scrubbing duplicates and fixing formatting so your files are actually usable.
My goal is to give you a 'set-and-forget' workflow. I'll set up a system that automatically pulls your data, cleans it, and updates your reports in Google Sheets or Excel without you having to touch it. When we’re done, I’ll hand over a polished final file along with clear instructions (and the script itself) so you can keep everything running smoothly on your own.
Steps for completing your project
After purchasing the project, send requirements so Ramanadh can start the project.
Delivery time starts when Ramanadh receives requirements from you.
Ramanadh works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements received
You purchase the project and submit the required files/links, desired output format (Excel/CSV), and cleaning rules (duplicates, missing values, formats).
Quick data audit
I review the dataset for structure, missing values, duplicates, date/amount formats, and confirm the exact scope based on your tier.