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Utilities
Data Management
What are the best tools for cleaning data?
4
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Considered
6
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Oct 7, 2022
Last
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4
Options
Considered
Best tools for cleaning data
Price
Platforms
Technology
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OpenRefine
Free
Windows, Linux, Mac
Java
--
Easy Data Transform
Paid
Windows, Mac
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Jupyter
-
-
-
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Microsoft Excel
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OpenRefine
My Rec
ommendation
for
OpenRefine
My Recommendation for
OpenRefine
All
4
Experiences
1
Pros
2
Specs
Top
Pro
•••
Free
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RickZeeland's Experience
OpenRefine (formerly Google Refine) is a free and open-source tool for cleaning and transforming messy data.
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Specs
Platforms:
Windows, Linux, Mac
Technology:
Java
Top
Pro
•••
Offline / Data Privacy
Unlike a number of Google's tools, using this one doesn't mean putting your data in the hands of Google, so there's no worries about using this tool to work with sensitive data.
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Free
Recommend
3
--
Easy Data Transform
My Rec
ommendation
for
Easy Data Transform
My Recommendation for
Easy Data Transform
All
1
Specs
Specs
Platforms:
Windows, Mac
Hide
Paid
Recommend
1
--
Jupyter
My Rec
ommendation
for
Jupyter
My Recommendation for
Jupyter
All
2
Pros
2
Top
Pro
•••
pandas
Named for "panel data", pandas is a Python library with tools and data structures for working with tabular data. (Also matrix, statistics, time series, etc.) Jupyter has good support for displaying pandas data frames.
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Top
Pro
•••
matplotlib
Python's math plotting library. It's useful to visualize numeric data in various ways, and Jupyter can display the output inside the notebook.
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Get it
here
Recommend
1
--
Microsoft Excel
My Rec
ommendation
for
Microsoft Excel
My Recommendation for
Microsoft Excel
All
1
Pros
1
Top
Pro
•••
PowerQuery plugin for loading data
PowerQuery adds functionality to pull and cleanse data from a variety of sources into your spreadsheet, remembering the source and cleansing workflow steps to allow the data in the sheet to be refreshed should the source data change. http://www.microsoft.com/en-gb/download/details.aspx?id=39379
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here
Recommend
1
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