I will clean and organize excel or csv data using python pandas
About this Gig
I will clean and organize your CSV or Excel data using Python pandas.
I can help with common data cleaning tasks such as removing duplicates, fixing column names, handling missing values, standardizing text, dates, and number formats, basic data correction, and preparing your dataset for analysis or machine learning.
Depending on the package, I can provide a cleaned CSV or Excel file, a short cleaning summary, or a reproducible Jupyter notebook / Python script.
This Gig is best for small to medium datasets with clear cleaning rules. Please contact me before ordering if your dataset is large, has many columns, contains sensitive/private data, requires complex business rules, or needs advanced statistical analysis.
Please note:
- 1 item means 1 row or record.
- Basic covers up to 500 rows and 5 columns.
- Standard covers up to 1500 rows and 10 columns.
- Premium covers up to 3000 rows and 15 columns.
- Larger or more complex datasets need a custom offer.
- Please anonymize sensitive or private data before sending.
FAQ
What does “items cleaned” mean?
For this Gig, 1 item means 1 row or record in your dataset. The package limits assume a normal number of columns and clear cleaning rules.
What are the package size limits?
Basic covers up to 500 rows and 5 columns. Standard covers up to 1500 rows and 10 columns. Premium covers up to 3000 rows and 15 columns. Larger or more complex datasets need a custom offer.
What file formats do you accept?
I can work with CSV and Excel files. If your file is in another format, please contact me before ordering.
Do you provide the Python code?
Python code, Jupyter notebook, or script is included in the Premium package. For Basic and Standard, it can be added through a custom offer if needed.
Do you work with sensitive or private data?
Please anonymize sensitive or private data before sending. Do not send passwords, financial records, medical records, identity documents, or private customer information unless it has been properly anonymized.
Do you provide advanced data analysis or dashboards?
No, this Gig focuses on data cleaning and organization. Advanced statistical analysis, dashboards, machine learning, and business reports are not included unless discussed separately.

