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Fiverr Pro
English
$
USD
I will clean, preprocess and analyze your dataset for ml in python
About this Gig
Are you struggling with messy, incomplete, or unstructured data?
I will professionally clean and preprocess your dataset so it's fully ready for analysis or machine learning models whether you have hundreds or hundreds of thousands of rows.
What I will do:
- Remove duplicates and irrelevant records
- Handle missing values (drop, fill, impute)
- Fix incorrect data types and formatting
- Remove or treat outliers
- Normalize and scale features
- Encode categorical variables
Tools used: Python, Pandas, NumPy, Matplotlib, Seaborn
What you'll get:
- Cleaned dataset (CSV or Excel)
- Python notebook (.ipynb) with commented code
- Brief summary of all changes made
Why choose me?
- Fast delivery
- Clean, well-commented code
- Clear communication throughout
- Feel free to message me before ordering I'm happy to discuss your project first!
FAQ
Q: What if my dataset is very large?
Message me before ordering and share details about your dataset size. I handle datasets up to hundreds of thousands of rows. For very large files we can discuss a custom plan.
Q: What will I receive after the work is done?
You will receive a cleaned dataset in CSV or Excel format, a well-commented Python notebook (.ipynb) showing all steps, and a brief written summary of all changes made.
Do you handle missing values and outliers?
A: Yes! I handle missing values by dropping, filling, or imputing them. Outliers are detected and treated based on your data requirements.
Can I request changes after delivery?
A: Absolutely! Basic package includes 2 revision, Standard includes 3 revisions, and Premium includes 5 revisions.Additional revisions are available for $5 each.
Q: Do I need to explain my dataset to you?
A brief description helps but is not mandatory. Just share the file and let me know your goal (e.g. preparing for ML, analysis, etc.) and I'll take it from there.
Q: Is my data safe and confidential?
A: Yes 100%. Your data is completely confidential and will never be shared with anyone. I take data privacy very seriously.
Q: What format should my dataset be in?
A: I accept CSV, Excel (.xlsx), or any common tabular format. If you have a different format feel free to message me first.
Q: Is my data safe and confidential?
Absolutely. Your data is used solely for completing your order and is never shared with any third party.
