Top Tools for Data Cleansing
Data cleansing is the process of fixing wrong, corrupted, incorrectly formatted and duplicate files in the database to improve the functioning of
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your firm. Data cleansing services help in removing wrong data from the database of your firm in a professional manner. There are several tools that can simplify this process. Here are some top tools for data cleansing. 1) OpenRefine Let’s begin with OpenRefine, the most popular data cleansing tool. The former name of this tool was Google Refine. It identifies corrupt data, cleans it and transforms the data. This open source data cleansing tool comes with a number of extensions and plugins. As it is an open software tool, it is free and can be customized. OpenRefine helps you convert existing data into different formats, and organizes and maintains its structure. This tool acts like a relational database and provides detailed information for data analysts. The other advantages of the OpenRefine tool are as follows:
Can work in your machine
Ensures safety of data
Free and open software
Can support over 15 languages
Can analyze data from internet
Can customize
2) Trifata Wrangler This interactive data cleansing and transformation tool was founded by the creators of Data Wrangler. It is also a connected desktop application that can transform data, analyze and produce visualization. This application takes very little time to format existing data and focuses on data analysis. It utilizes machine learning techniques that assist in data preparation by
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providing recommendations in common transformations and aggregations. Like OpenRefine, Trifata Wrangler is also a free data cleansing tool. The advantages of Trifata Wrangler are:
Takes minimal time for formatting data
Gives importance to data analysis
Maintains accuracy
Generates suggestions from machine learning algorithms
Cloud data integration
3) Winpure This tool is a cost-effective option for cleaning bulk amounts of data. Winpure eliminates duplicate files or data, rectifies errors and normalizes existing data. In addition to data cleansing, this tool can perform other functions like data matching, data duplication, and address verification and email verification. You can even customize its functions according to your needs and the size of the file. This tool is specially designed for cleaning business and customer data. As the free version has a wide variety of features, it is an ideal option for small businesses. The advantages of Winpure include:
Can be installed locally
User friendly tool
Can clean bulk data
Multi-language packs
Free version has multiple features
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4) TIBCO Clarity TIBCO Clarity is cloud-based software as Service (SaaS) that is ideal for cleaning and analyzing data in a single location. This platform is dedicated to interactive data cleansing. This tool streamlining
data
quality
utilizes visual interpretation for
improvements,
data
discovery
and
data
transformation. Its deduplication function can be used to check duplicate records. It also provides several data visualizations that you can utilize while processing data. This tool has a wide variety of data cleansing features that can utilize data from different sources like XLS and JSON files, zipped files as well as from different online data warehouses. The benefits of TIBCO Clarity are:
Can undo transformations
Visual data cleansing interface
Visualization of data
Accuracy
Decision making ability
Can improve the quality of data
Has auto-cleaning features
Cleansing large volumes of data in-house is time consuming and costly/An experienced data cleansing company can complete the task for you accurately and in quick turnaround time.
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1-800-670-2809