I will automate excel data cleaning validation and reporting with python


Over deze dienst
Do you have messy Excel or CSV files with duplicates, inconsistent
formats, missing values, or invalid data? I will automate the entire
clean-up and deliver a polished, analysis-ready report.
What you get:
- Automated data cleaning: deduplication, whitespace trim, column
standardization, and auto type conversion
- Validation: required column checks, email format detection, numeric
field rules, and per-row issue flagging
- Analytics: numeric distributions, category charts, correlation
heatmap, and time-series charts
- Export: cleaned CSV, invalid records CSV, and a formatted 4-sheet
Excel workbook with embedded chart
- Streamlit dashboard with Overview, Cleaning, Validation, Analytics,
and Export tabs
- Setup instructions included
Tech stack: Python, pandas, openpyxl, Plotly, Streamlit
Why me:
I built and deployed this exact tool end to end. The live demo is at
excel-automation-azarsyed.streamlit.app upload your own file and
see the full pipeline before you order.
To get started, just send me your CSV or Excel file and describe what
needs to be cleaned or validated. I will handle the rest.
Maak kennis met Azarudeen Syed
Python Developer Automation And Dashboard Specialist
- Afkomstig uitIndia
- Lid sindsmei 2026
- Gem. reactietijd1 uur
Talen
Engels
Veelgestelde vragen
What file formats do you support?
I support CSV, XLSX, and XLS files. The tool handles most standard spreadsheet exports including those from CRM systems, accounting software, and manual data entry sheets.
What exactly does data cleaning include?
It includes duplicate row removal, whitespace trimming, column name standardization, automatic type conversion for numeric and date fields, and four missing-value strategies — flag, fill with mean, fill with zero, or drop rows.
Will I receive the cleaned file or the full Python tool?
Basic package delivers the cleaned output files only. Standard and Premium packages deliver the full Python tool configured for your data, so you can re-run it anytime on new files.
My data is confidential. Is it safe to share?
You can share a anonymized or sample version of your file for Basic orders. For Standard and Premium, I configure the tool locally and deliver it to you — no data needs to leave your machine once set up.

