I will do data cleanup, reformatting and restructuring
About this Gig
Need help turning messy data into a clean, usable dataset?
I will clean, format, standardize, and organize your Excel or CSV data so it is ready for analysis, reporting or everyday use.
Services may include:
- Cleaning and standardizing inconsistent data
- Formatting dates, categories, and variables
- Identifying/removing duplicates
- Organizing and restructuring datasets
- Checking for missing or inconsistent values
- Basic descriptive statistics and demographic summaries
- Frequency and summary tables
- Cross-tabulations
- Basic charts and graphs
I have professional experience working with real-world messy datasets and understand the importance of accuracy, consistency, and clear documentation.
Please message me before ordering if you have a large or complex dataset so i can make sure you select the right package.
Technology:
Excel
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Google Sheets
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Microsoft Word
Industry:
Nonprofit
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Public sector
•
Science
Data type:
Numeric
•
String
•
Date
•
Phone
•
Currency
FAQ
What file types can you work with?
I can work with excel (xlsx/.xls) and CSV files. I can also work with Redcap data through API. Please contact me before ordering if your data is in another format.
What does data cleaning include?
Depending on your dataset, cleaning may include standardizing values and formats, identifying duplicates, addressing missing or inconsistent values, reorganizing variables, and preparing the data for analysis.
What analysis can you provide?
I offer basic descriptive analysis including frequencies, percentages, means/medians, demographic summaries, summary tables, and cross-tabulations. Please message me first if you need a specific analysis.
Can you work with large or complicated datasets?
Yes! Please message me before ordering with approximate number of rows and variables and a brief description of what you need. I can recommend the appropriate package or provide a custom offer.
