Data wrangling steps

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    Import

    Connect to multiple source

  •  

    Discovery

    Analyze and improve data quality

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    Cleansing

    Discover errors and prepare data

  •  

    Transformation

    Transform unstructured data

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    Enrichment

    Augment data with ML

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    Export

    Sync to multiple destinations

 

Import

Connect to multiple source

Collect data from a variety of sources

The first step in data preparation is to collect data from different sources and collate them. Business data is usually populated from a variety of sources, including files, feeds, databases, and cloud data warehouses.

Import from variety of sources - Zoho DataPrep
 

Discovery

Analyze and improve data quality

Profile data and view data distribution

Before wrangling data, it is important to know how the data is organized and what problems need fixing. At this stage, the data types of columns are identified and the data distribution across columns is analyzed using key metrics.

Data Wrangling Software - Zoho DataPrep
 

Cleansing

Discover errors and prepare data

Improve the data quality

The data you want to prepare may have duplicates, invalids, and missing values which attributes to the low data quality. This data requires cleaning and data wrangling tools help with the cleansing process using various transformations and improve the data quality.

Data Cleansing - Zoho DataPrep
 

Transformation

Transform unstructured data

Model and transform data

After the data is cleansed, it can be transformed and modeled into the format that is required for analysis and reporting, or warehousing and consumption. Various transformations and functions available in data wrangling tools help achieve this task.

What is Data Wrangling? - Zoho DataPrep
 

Enrichment

AI-powered transformation

Augment data with ML

Data enrichment is the process of adding more information to data using ML-based text analysis, or using third-party data sources to augment your data. This helps you gain better understanding of the underlying data and draw finer insights that were not accessible before.

Data Enrichment - Zoho DataPrep
 

Export

Publish and share across platforms

Publish and share across platforms

After the wrangling process is complete, the data can be published and shared. The data may be exported to local storage as files, cloud storage, cloud databases, or BI and analytics platforms

Export Data - Zoho DataPrep

Data wrangling with Zoho DataPrep

Zoho DataPrep is a self-service data wrangling software that can scale with your business needs and help you with data wrangling without the need for any coding. Our data wrangling tool helps in quickly cleansing the data with automatic profiling, intelligent suggestions, AI-based transforms, and more.

Features that make Zoho DataPrep the best data wrangling tool

Multiple data sources

Import from a variety of data sources, including files, REST APIs, cloud storage services, databases, and FTP servers.

Improve data quality

Fix data quality issues like duplicate records, and invalid or missing data, and improve your data quality.

Transform and enrich

Use transformations to transform and model your data without the need for any coding.

Automate data pipeline

Set up end-to-end data pipelines, monitor your data flow, and get alerts when there is a drop in data quality.

Secure data sharing

Collaborate with teams securely using role-based access controls. Ensure users can only access the data intended for them.

Catalog data

Classify and catalog data, and mark datasets that are ready to be synced with your application.

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"Zoho Dataprep has taken the time it takes to clean and import our data from multiple hours down to minutes. I am able to provide my clients better tracking of their key statistics because I now have an automated way to take in their third-party data."

Export Data - Zoho DataPrep
Bob Sullivan JD

COO, Vector Solutions

Start wrangling data using Zoho DataPrep

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