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EXPLORE ALL PRODUCTS

Sales

CRM

Comprehensive CRM platform for customer-facing teams.

CRM
Voice

Cloud Contact Center Software for businesses.

Voice
Sign

Digital signature app for businesses.

Sign
Forms

Build online forms for every business need.

Forms
Bigin

Simple CRM for small businesses moving from spreadsheets.

Bigin
SalesIQ

Live chat app to engage and convert website visitors.

SalesIQ
Bookings

Appointment scheduling app for consultations with customers.

Bookings
RouteIQ

AI-powered ETL tool for effective data integration and movement.

RouteIQ
Thrive

Complete loyalty and affiliate management platform.

Thrive
Suites
CRM Plus

Unified platform to deliver top-notch customer experience.

CRM Plus

Marketing

Campaigns

Create, send, and track targeted email campaigns that drive sales.

Campaigns
Voice

Cloud Contact Center Software for businesses.

Voice
Sign

Digital signature app for businesses.

Sign
Forms

Build online forms for every business need.

Forms
Social

All-in-one social media management software.

Social
Survey

Design surveys to reach and interact with your audience.

Survey
SalesIQ

Live chat app to engage and convert website visitors.

SalesIQ
Sites

Online website builder with extensive customisation options.

Sites
Backstage

End-to-end event management software.

Backstage
PageSense

Website conversion optimization and personalisation platform.

PageSense
Marketing Automation

All-in-one marketing automation software.

Marketing Automation
LandingPage

Smart landing page builder to increase conversion rates

LandingPage
Webinar

Webinar platform for webcasting online webinars.

Webinar
NEW
LeadChain

Sync, manage, and convert leads across channels seamlessly.

LeadChain
NEW
Domains

Easy domain registration, transfer, and secured DNS management.

Domains
NEW
CommunitySpaces

Online community platform for individuals and businesses to grow their network and brand.

CommunitySpaces
Thrive

Complete loyalty and affiliate management platform.

Thrive
Publish

Manage all your local business listings on a single platform.

Publish
Suites
Marketing Plus

Unified marketing platform for marketing teams.

Marketing Plus

Commerce and POS

Commerce

eCommerce platform to manage and market your online store.

Commerce

Service

Desk

Helpdesk software to deliver great customer support.

Desk
Assist

Remote support and unattended remote access software.

Assist
Voice

Cloud Contact Center Software for businesses.

Voice
SalesIQ

Live chat app to engage and convert website visitors.

SalesIQ
Bookings

Appointment scheduling app for consultations with customers.

Bookings
FSM

End-to-end field service management platform for service businesses.

FSM
Lens

Interactive remote assistance software with augmented reality.

Lens
Solo

The all-in-one toolkit for solopreneurs.

Solo
Suites
Service Plus

Unified platform for customer service and support teams.

Service Plus

Finance

Books

Powerful accounting platform for growing businesses.

Books
Expense

Effortless expense reporting platform.

Expense
Sign

Digital signature app for businesses.

Sign
Inventory

Powerful stock management and inventory control software.

Inventory
FREE
Invoice

100% Free invoicing solution.

Invoice
Billing

End-to-end billing solution for your business.

Billing
NEW
Payroll

Payroll software with automated tax payments and filing.

Payroll
Commerce

eCommerce platform to manage and market your online store.

Commerce
Checkout

Collect payments online with custom branded pages.

Checkout
Practice

Practice management software for accounting firms.

Practice
Solo

The all-in-one toolkit for solopreneurs.

Solo
NEW
Payments

Unified payment solution built for all businesses.

Payments
Suites
Finance Plus

All-in-one suite to manage your operations and finances.

Finance Plus

Email, Storage, and Collaboration

Mail

Secure email service for teams of all sizes.

Mail
Voice

Cloud Contact Center Software for businesses.

Voice
Sign

Digital signature app for businesses.

Sign
WorkDrive

Online file management for teams.

WorkDrive
Bookings

Appointment scheduling app for consultations with customers.

Bookings
Cliq

Stay in touch with teams no matter where you are.

Cliq
Notebook

Beautiful home for all your notes.

Notebook
Meeting

Online meeting software for all your video conferencing & webinar needs.

Meeting
Connect

Employee experience platform to communicate, engage, and build positive employee relations.

Connect
Learn

Knowledge and learning management platform.

Learn
Office Integrator

Built in document editors for web apps.

Office Integrator
Writer

Word processor for focused writing and discussions.

Writer
TeamInbox

Shared inboxes for teams.

TeamInbox
ZeptoMail

Secure and reliable transactional email sending service.

ZeptoMail
Show

Create, edit, and share slides with a sleek presentation app.

Show
Tables

Work management tool to connect people, processes, and information.

Tables
Sheet

Spreadsheet software for collaborative teams.

Sheet
Office Suite

Powerful collaborative work platform for teams.

Office Suite
Calendar

Online business calendar to manage events and schedule appointments.

Calendar
ToDo

Collaborative task management for individuals and teams.

ToDo
FREE
PDF Editor

Collaborative online PDF editing tool.

PDF Editor
Suites
Workplace

Application suite built to improve team productivity and collaboration.

Workplace

Human Resources

Expense

Effortless expense reporting platform.

Expense
Recruit

Intuitive recruiting platform built to provide hiring solutions.

Recruit
People

Organize, automate, and simplify your HR processes.

People
Sign

Digital signature app for businesses.

Sign
NEW
Payroll

Payroll software with automated tax payments and filing.

Payroll
Shifts

Employee scheduling and time tracking app.

Shifts
Workerly

Manage temporary staffing with an employee scheduling solution.

Workerly
Suites
People Plus

Comprehensive HR platform for seamless employee experiences.

People Plus

Security and IT Management

Creator

Build custom apps to simplify business processes.

Creator
Assist

Remote support and unattended remote access software.

Assist
Vault

Online password manager for teams.

Vault
Directory

Workforce identity and access management solution for cloud businesses.

Directory
Lens

Interactive remote assistance software with augmented reality.

Lens
QEngine

Test automation software to build, manage, execute, and report testcases.

QEngine
Catalyst

Pro-code platform to build and deploy your apps.

Catalyst
RPA

Automate manual, tedious, and repetitive tasks easily.

RPA
NEW
eProtect

Comprehensive email security and archiving for every business.

eProtect
FREE
OneAuth

Secure multi-factor authenticator (MFA) for all your online accounts.

OneAuth
Toolkit

Complete resource for any admin-related lookup queries.

Toolkit

BI and Analytics

Analytics

Modern self-service BI and analytics platform.

Analytics
DataPrep

AI-powered data preparation service for your data-driven organization.

DataPrep
NEW
IoT

Harnessing IoT analytics for real-time operational intelligence.

IoT
Embedded BI

Embedded analytics and white label BI solutions, tailored for your needs.

Embedded BI

Project Management

Projects

Manage, track, and collaborate on projects with teams.

Projects
Sprints

Planning and tracking tool for scrum teams.

Sprints
BugTracker

Automatic bug tracking software for managing bugs.

BugTracker
Solo

The all-in-one toolkit for solopreneurs.

Solo
Suites
Projects Plus

Unified project management platform for intelligent, data-driven work.

Projects Plus

Developer Platforms

Creator

Build custom apps to simplify business processes.

Creator
Flow

Automate business workflows by creating smart integrations.

Flow
Office Integrator

Built in document editors for web apps.

Office Integrator
DataPrep

AI-powered data preparation service for your data-driven organization.

DataPrep
ZeptoMail

Secure and reliable transactional email sending service.

ZeptoMail
Tables

Work management tool to connect people, processes, and information.

Tables
QEngine

Test automation software to build, manage, execute, and report testcases.

QEngine
Catalyst

Pro-code platform to build and deploy your apps.

Catalyst
RPA

Automate manual, tedious, and repetitive tasks easily.

RPA
NEW
IoT

Build, deploy, and scale IoT solutions for connected businesses.

IoT
Apptics

Application analytics for all apps.

Apptics
Embedded BI

Embedded analytics and white label BI solutions, tailored for your needs.

Embedded BI

IoT

NEW
IoT

Low-code IoT platform and solutions for connected businesses.

IoT
CRM Plus

Unified platform to deliver top-notch customer experience.

Try now
CRM Plus
Service Plus

Unified platform for customer service and support teams.

Try now
Service Plus
Finance Plus

All-in-one suite to manage your operations and finances.

Try now
Finance Plus
People Plus

Comprehensive HR platform for seamless employee experiences.

Try now
People Plus
Workplace

Application suite built to improve team productivity and collaboration.

Try now
Workplace
Marketing Plus

Unified marketing platform for marketing teams.

Try now
Marketing Plus
Projects Plus

Unified project management platform for intelligent, data-driven work.

Try now
Projects Plus
All-in-one suite

Zoho One

The Operating System for Business

Run your entire business on Zoho with our unified cloud software, designed to help you break down silos between departments and increase organizational efficiency.

TRY ZOHO ONE
Zoho Marketplace

With over 2000 ready-to-use extensions across 40+ categories, connect your favorite business tools with the Zoho products you already use.

EXPLORE MARKETPLACE

Data wrangling steps

  •  

    Import

    Connect to multiple source

  •  

    Discovery

    Analyze and improve data quality

  •  

    Cleansing

    Discover errors and prepare data

  •  

    Transformation

    Transform unstructured data

  •  

    Enrichment

    Augment data with ML

  •  

    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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