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English
$
USD
I will clean preprocess and prepare your dataset for analysis
Software engineer, Data Science and AI
I am a Data Science & AI student with experience in Python, data analysis, and simple machine learning tasks.
I can help you with:
- Python scripts & automation
- Data cleaning & visualization
- Simp...
About this Gig
Have a messy dataset that needs to be cleaned and prepared?
I will clean and preprocess your dataset so it is easier to use for analysis, visualization, reporting, or machine learning.
I can help with:
- Missing values
- Duplicate records
- Incorrect or inconsistent data
- Data formatting
- Data type corrections
- Outlier detection
- Column transformations
- Categorical data preparation
- Data validation
- CSV and Excel datasets
What you will get:
Clean and organized dataset, Consistent formatting, Missing-value handling, Duplicate removal, Data quality checks, Preprocessing when required Clean output file Summary of the work performed
Tools:
Python, Pandas, NumPy, Excel and other data-processing tools.
I focus on producing clean, reliable and analysis-ready data. Please contact me before ordering if your dataset is very large or requires advanced preprocessing.
FAQ
Q: What file formats do you accept?
I can work with common formats such as CSV and Excel files. Other formats can be discussed before ordering.
Q: Can you handle missing values?
Yes. I can identify missing values and apply an appropriate strategy based on your dataset and requirements
Q: Can you remove duplicates?
Yes. Duplicate records can be identified and removed according to the structure of your data.
Q: Can you prepare data for machine learning?
Yes. I can perform preprocessing such as encoding, scaling, data type conversion and other preparation steps when required.
Q: Will you modify my original file?
I normally work on a copy of the provided dataset and deliver the cleaned version separately.
