I will clean, organize, and prepare your data using python for actionable insights

Is messy data slowing down your analysis or preventing you from making clear business decisions? 

Raw data is rarely ready to useit is full of missing values, duplicate entries, broken dates, and structural errors. I specialize in using Python (Pandas/NumPy) to transform chaotic spreadsheets into clean, structured, and dependable data.

WHAT I CAN DO FOR YOU:

Missing Value Management: Drop, impute (mean/median/mode), or forward/backward fill based on your business logic.

Deduplication: Identify and remove exact or partial duplicate records.

Data Standardization: Fix text cases (upper/lower/trim spaces), standardized dates, currencies, and category names.

Type Casting & Fixing: Convert text to numerical/datetime formats to fix calculations.

Column Management: Split combined columns (e.g., Full Name to First/Last) or merge scattered files into one clean dataset.

Decision-Ready Insights: Provide a quick summary sheet highlighting key data distribution patterns and anomalies to help you make informed choices.

DELIVERABLES:

1. Cleaned and formatted file (.csv, .xlsx, or Google Sheets)

2. Summary change log outlining what was fixed

3. Python script