What is Zoho DataPrep? | Self Service Data Preparation

What is Zoho DataPrep? | Self Service Data Preparation

The productivity provider SaaS provided Zoho entered the business intelligence platform field in July 2021. Zoho announced an AI-powered data preparation, business intelligence, and self-service platform application that combined the new Zoho DataPrep application with an enhanced version of Zoho Analytics.

This was to win over business users with a combination of features that focused on ease of use, supporting the data preparation, and the ability to blend internal data with the outside data sources. Zoho DataPrep application is self-service data preparation and management tool that uses machine learning to help business users integrate, transform, enrich, transform, and catalog data for creating and managing data pipelines.

Zoho has also added an integrated enterprise portal builder called Zoho Sites and presentation software called Zoho Show to the platform. This is for helping business users put their ideas into context. Basically, Zoho aspires to reduce any friction by empowering business users to drive decisions with data and without learning any new tools.

In this blog, we will learn about Zoho DataPrep in complete detail. So let’s begin.

What is Zoho DataPrep?
 
Zoho DataPrep is data cleaning software that enables organizations to prepare high-quality data by automatically looking for errors, discovering data patterns, cleaning, transforming, and enriching data. This is without any need for coding. It also helps in setting up data pipelines for syncing prepared data to Zoho Analytics or to any data warehouses.

Using Zoho DataPrep you can connect, cleanse, transform, enrich, schedule, and export data with ease. In addition, you can also catalog and manage how the prepared data is consumed with fine-grained controls. It is also possible to import data into Zoho DataPrep from over 50+ data sources such as files, FTP, feeds, cloud storage, databases, and data warehouses while making it simple to bring the data together.

The functions of Zoho DataPrep are:

1. Cleansing and Improving Data Quality
Zoho DataPrep helps in automatically profiling data for viewing distribution, outliers, statistics, and data quality. You can clean and improve data quality by removing duplicates, fixing invalid data, and missing values.

2. Transforming Data
Using the AI-powered data preparations and intelligent suggestions, one can apply over 250 transforms and prepare the data. You can learn to take advantage of machine learning to enrich data with sentiment analysis, keyword extraction, language detection, and much more.

3. Data Lineage
You can track every change applied to the data using ruleset. It is also possible to modify, disable, and remove any changes at any point in time. You can reuse rulesets for applying the same set of changes in other datasets while removing automated data preparation.

4. Data Catalog
The Zoho DataPrep can be used to catalog and manage datasets by categories, data quality, custom tags, data readiness, and much more. You can perform a system-wide metadata search powered by Zia for improving discoverability.

5. End to end data Pipelines
The organizations continue to gather data each day and cleaning it is never a one-time task. It includes setting up pipelines by automating imports, preparing data using rule sets, and exporting to destinations. This status can be monitored and one can also get notified in case there are any changes to improve the data quality.

Basically, you should use Zoho DataPrep because it helps in doing the below-mentioned things.
  1. Empowers business users with a self-service data preparation
  2. Offers high-quality data for any business need
  3. Helps in identifying the next step with augmented data preparation
  4. Brings unstructured data into the fold
  5. Helps in being expansive scale with the cloud
  6. It is an extensible data preparation platform with powerful APIs.
Zoho DataPrep is multipurpose software by design. It can fit in wherever it is needed. It helps in:

1. Advanced Analytics
The high data quality helps the data analyst to get deeper insights from business intelligence and analytics tools. The use of Zoho DataPrep reduces the time and effort needed to prepare the data.

Basically, data analytics enables organizations to interpret and analyze the data and make data-driven decisions. The data analysts can clean and prepare inconsistent and invalid data before coming on to analysis and insights.

The data analysts and scientists spend around 80% time preparing data and the use of Zoho DataPrep helps in speeding up the process and improving the data preparation experience.

2. Data Warehousing
You can run automated data pipelines from various sources to Amazon Redshift, Microsoft Azure SQL, and other popular cloud data warehouses.

It is also possible to build resilient and end-to-end data pipelines while connecting multiple siloed data sources to the data warehouse of an organization. This can be done with easy to maintain and low-code platform.                      

3. Machine Learning
The overall efficiency of the machine learning model is dependent on the quality of the data used for training it. The use of Zoho DataPrep helps the data scientists with data cleaning at a full scale without any need for coding.

Zoho DataPrep can be used to perform data collection, cleaning and pre-processing, feature engineering, and data labeling with the Zoho DataPrep.

4. Business Processes/Migration
You can migrate data between business apps using the DataPrep. It can be used for cleaning and enriching the data in business applications such as CRM, help desk, and survey tools for weeding out any duplicates and validating records.

Hence, the Zoho DataPrep can be used for enhancing the data quality, improving data flows, inefficiencies, and removing any redundancies across an organization.

Now that we have had a look at Zoho DataPrep in complete detail, let us now have a look at the features of Zoho DataPrep in complete detail. This will help in understanding what Zoho DataPrep can do for us.

1. Connecting to Multiple Sources
You can eliminate data silos in an organization, connect to it and a variety of other sources including feeds, files, cloud storage, warehouses, databases, and business applications.
  1. Import Files: It is possible to import files from anywhere in a wide range of formats including CSV, XLS, TSV, TXT, XML, XLSX, HTML, JSON from local storage, URLs, FTP servers, or from cloud drives such as Google Drive, Dropbox, OneDrive, and Box
  2. Warehouses and Databases: It is also possible to import data from a wide range of warehouses and databases.
  3. Tight Integration: Zoho DataPrep allows in connecting and cleansing data directly from Zoho Analytics using the built-in connectors.
2. Improving Data Quality
With Zoho DataPrep, you don’t ever have to miss out on important data with an intelligent solution.
  1. Data Quality: Zoho DataPrep helps in viewing valid, invalid, and missing data from each column using the data quality bar. You can filter and cleanse data using intelligent suggestions while improving the data quality and removing duplicate and invalid data.
  2. Smart Modelling: You can automatically find data types, create custom data types to find and fix invalid data, and get suggestions for joining the datasets.
  3. Data Distribution: Zoho DataPrep helps in understanding your data better with the help of multiple widgets like value distribution histogram, outliers, text patterns, value statistics, and more.
3. Transform and Enrich Data
Using the interactive data preparation studio, the data can be transformed without any code.
  1. Smart Selection: You can highlight the required part from the data and DataPrep helps in looking for selection patterns to offer accurate suggestions for extracting, counting, replacing, and splitting data.
  2. Transforming: It is possible to format and change the data using more than 250 transformations without the need for any coding. The data can be reshaped using pivot, unpivot, and summary transforms.
  3. Blend Data: The data can be blended from a wide range of sources using the join and append transforms.
  4. AI-Powered Enrichment: The data can be enriched with AI-powered transforms such as keyword extraction, language detection, sentiment analysis, and much more.
4. Automating Workflows
The automation of mundane tasks is one of the quickest ways to reduce time in preparing data. With the use of Zoho DataPrep, it is possible to schedule the data preparation workflows and receive alerts as well.
  1. End-to-end Data Pipelines: You can set up end-to-end data pipelines by connecting data from multiple sources, blending and cleaning data, and syncing to various destinations.
  2. Monitoring Data Quality: The use of Zoho DataPrep helps in continuous monitoring of data quality while sending alerts anytime the quality drops.
  3. Tracking and Reusing: The rulesets can be used to track any changes made to the data and reusing them across datasets.
5. Catalog Data
The built-in management capabilities help in classifying, cataloging, and governing data using the Zoho DataPrep.
  1. Discover Data Easily: The data can be discovered easily using a system-wide search capability powered by Zia.
  2. Mark as Ready: When the data is all prepared and set, it can be marked as ready for letting your team know that the data is available for sharing and exporting.
  3. Data About Data: More metadata can be added to the datasets and workspaces using the tags and improving searchability and filtering. All the important details about the datasets and workspaces can be found in a single overview pane.
6. Safe Data Sharing
You can collaborate seamlessly with the teams and offer fine-grained permissions for ensuring that the users access the data intended for them.
  1. Setting Access Permissions: You can set access permissions for sharing data, share workspaces with users and groups in an organization, and set role-based access controls to share data securely.
  2. Data Audit: You can get a detailed report of changes made to your data. The datasets when shared and exported can be tracked and exported. In addition, you can also verify if the security measures are applied to protect personal data before sharing or exporting the datasets.
7. Security and Compliance
The Zoho DataPrep enables you to find personal data in your dataset, ensure privacy by masking or tokenizing sensitive data, and also enables to adhere to privacy policy and data protection regulations such as GDPR.

All the data associated with the Zoho DataPrep is encrypted in transit and at rest.

Zoho DataPrep In Sum

An important part of any business analytics tool starts with preparing the data for insights. Zoho’s DataPrep is an AI powered data preparation platform that takes out a lot of manual work for correcting formatting, updating fields, and determining missing values. This enables the clients to set up once and save time without being dependent on difficult processes and inaccurate spreadsheets.

The Zoho DataPrep platform is on its way to becoming AI-driven data analytics and self-service tool through data preparation and augmented analytics. It is a BI platform that will allow its customers to clean, unify, and analyze cross-departmental data and obtain an encyclopedic view of the company.

This is a solution that combines Zoho DataPrep which automates and simplifies challenges of importing data sources along with an enhanced version of Zoho Analytics 5.0. The users launch queries for a deeper understanding of data by using the graphical tools or using Ask Zia which is Zoho’s conversational AI platform. The end goal is to make things simple for end-users so that they can construct and share analytics featuring pre-built visual dashboards for data integration and flexible deployment.

Conclusion
Zoho DataPrep is advanced self-service data preparation and pipeline service that helps organizations prepare and manage huge volumes of data. In case you wish to implement Zoho DataPrep then get in touch with a qualified and certified Zoho partner who can guide you at each step.

I hope that you learned something new 
Cheers!
Abhi
(Seasoned Zoho Authorized and Certified Partner)

Feel free to contact me if you have any queries
Email: abhishek(@)encaptechno(dot)com
Call: +1-416-405-8185

    Zoho Desk Resources

    • Desk Community Learning Series


    • Digest


    • Functions


    • Meetups


    • Kbase


    • Resources


    • Glossary


    • Desk Marketplace


    • MVP Corner


    • Word of the Day


      Zoho CRM Plus Resources

        Zoho Books Resources


          Zoho Subscriptions Resources

            Zoho Projects Resources


              Zoho Sprints Resources


                Zoho Orchestly Resources


                  Zoho Creator Resources


                    Zoho WorkDrive Resources



                      Zoho Campaigns Resources

                        Zoho CRM Resources

                        • CRM Community Learning Series

                          CRM Community Learning Series


                        • Tips

                          Tips

                        • Functions

                          Functions

                        • Meetups

                          Meetups

                        • Kbase

                          Kbase

                        • Resources

                          Resources

                        • Digest

                          Digest

                        • CRM Marketplace

                          CRM Marketplace

                        • MVP Corner

                          MVP Corner




                          Zoho Writer Writer

                          Get Started. Write Away!

                          Writer is a powerful online word processor, designed for collaborative work.

                            Zoho CRM コンテンツ






                              ご検討中の方

                                • Recent Topics

                                • DORA compliance

                                  For DORA (Digital Operational Resilience Act) compliance, I’ll want to check if Zoho provides specific features or policies aligned with DORA requirements, particularly for managing ICT risk, incident reporting, and ensuring operational resilience in
                                • Files Uploaded to Zoho WorkDrive Not Being Indexed by Search Engines

                                  Hello, I have noticed that the files I upload to Zoho WorkDrive are not being indexed by search engines, including Google. I’d like to understand why this might be happening and what steps I can take to resolve it. Here are the details of my issue: File
                                • Zoho Creator Upcoming Updates - December 2024

                                  Hi all, We're excited to be back with the latest updates and developments on the Creator platform. Here's what we're going over this month: Deluge AI assistance Rapid error messages in Deluge editor QR code & barcode generator Expandable RTF and multi
                                • Customer can't comment on SO or Invoice

                                  Hi I just saw that my customers are not able to submit a comment either on invoices or sales order. What happens if my customer hits submit is just nothing. only a red line appears on top of the page which probalby indicates an error. I'm not able to
                                • Zoho Creator customer portal limitation | Zoho One

                                  I'm asking you all for any feedback as to the logic or reasoning behind drastically limiting portal users when Zoho already meters based on number of records. I'm a single-seat, Zoho One Enterprise license holder. If my portal users are going to add records, wouldn't that increase revenue for Zoho as that is how Creator is monetized? Why limit my customer portal to only THREE external users when more users would equate to more records being entered into the database?!? (See help ticket reply below.)
                                • See Calendar When Creating Meetings On Record Page

                                  It would be a great user experience to see you calendar while you are creating a meeting on a record page. Here is how I imagine it could look:
                                • Saved filters, layout rule support, related list quick navigation, and more

                                  Hello Everyone, We're excited to share some new features and enhancements in the Zoho CRM iOS and Android apps that will improve your mobile experience. These updates will make your CRM journey more efficient and user-friendly. Here's a look at what's
                                • Power of Automation: Automatically send an email to all portal users with today's list of Open tasks.

                                  Hello Everyone, A Custom Function is a user-written set of code to achieve a specific requirement. Set the required conditions needed as to when to trigger using the Workflow rules (be it Tasks / Project) and associate the custom function to it. Requirement:-
                                • Introduction of Robotics Process Automation in Zoho products

                                  It will be great if Zoho can start advancing from automation to robotics process automation. For a start, it can be started with smart document understanding. Provide OCR engines Google cloud, Microsoft Azure Computer vision OCR, Microsoft OCR, Omnipage
                                • Lock a custom field on a deal record but keep all other fields editable?

                                  I have a custom field, which auto-populates a job number upon converting a lead to a deal but the automation breaks if someone accidentally edits that field. I want to lock that field but keep all other fields open. Is this possible? I've tried through
                                • Add Feature To Hide Plugin Sections On Record View

                                  Hi team, I'm trying to help a client tidy up their CRM. When it comes to record view some sections and fields are visible no matter what Layout Rules are applies and they are not removeable from the layout editor. I would like to see an option to hide
                                • Creator Simplified #10: Predefine Form Field Values and Make Them Read-Only for Users

                                  Hey Creators, Ready for this week's tip in the Creator Simplified series? Today, we will explore how to have read only fields in a form. Use Case: Assume a scenario where the default value for a Department field needs to be English Literature, but you
                                • fetch records from analytics table from creator

                                  I have a creator workflow that I am working in that will compare data from within the app to a table in zoho analytics. Is there a way to fetch a record from Analytics? I have attempted a custom connector with analytics and tried to use it with invoke
                                • Ability to Change Custom View After Cadence Creation

                                  Dear Zoho Team, I hope you are well. We would like to request an enhancement to the Cadence feature in Zoho CRM. Currently, during the creation of a Cadence, we can select a Custom View under the "Who is this for?" section. However, once the Cadence is
                                • Zoho Creator Integration with QuickBooks: A Step-by-Step Guide

                                  Introduction: Integrating Zoho Creator with QuickBooks allows you to sync your business data between the two platforms, providing a seamless experience for managing accounting, invoicing, and financial data. This integration helps automate workflows and
                                • Note not being pulled for other modules in email template

                                  Hi there, Currently i am creating an email template that is able to pull the data from notes field in estimate module and email it to procurement team where they will be able to receive the email with the contents of the note, i am unable to replicate
                                • No Sales Returns on SO's with Dropped Shipped items + Inventory Items

                                  We have encountered an issue in Zoho related to sales orders that include both dropshipped items and inventory items. Specifically, it is currently not possible to create sales returns for the company’s own inventory items from these sales orders. This
                                • Pre-fill TO and CC fields for Email Templates

                                  This would be a game changer to be able to set either specific email addresses or merge fields based on deal role titles into email templates. Please pass this along to *hopefully* add to future features of Zoho CRM.
                                • Pick list - Cannot save list "Special Characters not Allowed" error message

                                  Bulk uploading values. All values are pretty standard - with the exception of a "-" (dash). Like:  Industry - Prepared Food Is the simple dash a special character too? Jan
                                • Flow with CRM

                                  Hello, I have a simple flow that uses a web hook to enter data into a Sales Order. I have the web hook sending Flow data which has a PO field. If the PO has a special character like - or / or \ the task fails. How can I get the flow to be okay with the
                                • Making the Resolution Tab Mandatory

                                  Hello Everyone! This edition is here to show you how to make the Resolution mandatory when closing a ticket. The Ticket Resolution tab helps keep a record of the solution provided for the ticket query. The resolution can serve as a quick reference to
                                • Remove County field from Customer Address input screen (or allow input to be deleted)

                                  We are in the USA and have just noticed that there is now a County field in the Customer Address input screen (and maybe other areas of Zoho Books, but this is the one affecting us at the moment). County is not important to our business, and in fact we
                                • Notificación de cumpleaños

                                  Hola: Se puede enviar alguna alerta de felicitación al personal que cumple años, que se dispare solo? Si existe como se puede hacer? Saludos
                                • Automation#25: Move Tickets to Unassigned When the Owner Is Offline

                                  Hello Everyone, Welcome to this week's Community Series! 'Tis the holiday season—a time when work often takes a brief pause. The holiday spirit is in full swing at Zylker Techfix too, with employees taking some well-deserved time off. During this period,
                                • Callback URLs

                                  I need to connect to an external service through an API that requires me to provide a Callback URL so that a status update can be sent back when the API request has been processed. Is there a way to do this in Creator without having to use a middleware
                                • Email signature not being included if user creates ticket / sends email

                                  When I create a ticket (send email), the signature doesn't appear to be added to the ticket. Can you confirm if this is the case? It would obviously be useful to include the user's signature even when sending a client an email and not only on replie
                                • Zoho Notebook window ignores taskbar

                                  When maximized to full screen, the Zoho Notebook window ignores the presence of the taskbar and overlaps it. What could be the problem? Linux Mint 22 Cinnamon. Zoho Notebook 3.2.0
                                • URL for job opening

                                  I would like to ask you to add this feature to the product: create an unique url for each job opening on Zoho Recruit, so that I can add a link to it when I post the opportunity in a mailing list or on a forum.
                                • Document images

                                  We used to be able to rotate the images but this has now been removed ???
                                • VENDORS ARE NOT SYNCHED WITH CONTACTS IN CRM

                                  Hello, While the ACCOUNTS and CONTACTS (Including the primary contact) are synced with the CONTACTS module in CRM, the vendor's CONTACTS are not synced with CRM - which basically forces the users to re-enter all vendor's contacts twice and then update
                                • Involved account types are not applicable when create journals

                                  { "journal_date": "2016-01-31", "reference_number": "20160131", "notes": "SimplePay Payroll", "line_items": [{ "account_id": "538624000000035003", "description": "Net Pay", "amount": 26690.09, "debit_or_credit": "credit" }, { "account_id": "538624000000000403", "description": "Gross", "amount": 32000, "debit_or_credit": "debit" }, { "account_id": "538624000000000427", "description": "CPP", "amount": 1295.64, "debit_or_credit": "debit" }, { "account_id": "538624000000000376", "description":
                                • KB Templates

                                  * It would be nice if Zoho can provide users an option to create custom templates for KB articles. Also, it would be nice as well if the users can have an option to 1.) select a default template and 2.) declare default tag/tags, for KB articles created through Ticket's resolution.
                                • Zoho CRM Reports Module on Mobil App

                                  I have the mobile app and the reports module doesn't appear in the sidebar for some reason. I saw a Youtube video where the user had the Reports module on mobile. Is there a setting to show it on mobile? Thanks.
                                • Contacts Don't Always Populate

                                  I've noticed that some contacts can easily be added to an email when I type their name. Other times, a contact doesn't appear even though I KNOW it is in my contact list. It is possible the ones I loaded from a spreadsheet are not an issue and the ones
                                • Zoho Projects Android app update - List view enhancement

                                  Hello, everyone! In the latest android version(v3.9.15) of the Zoho Projects app update, we have enhanced the List view of tasks. We have also introduced a complete scroll of the tasks in the list view without scrolling the task fields(status, start date,
                                • On the US Data Centre rather than the UK but dont know how to migrate it

                                  We have a new staff member with an external email address and cant add them to Zoho chat - we have been told its becuase we are in the UK but on a US Data centre - we therefore need to change it but no idea how to can anyone else as we are going round
                                • Zoho Sheet Custom function column showing Error #EVAL!

                                  Hello I have a custom function in Zoho Sheet developed to convert a date time from one time zone to another. The custom function takes date and time columns and then using subHour( ) converts the time to PST time. However, though the custom function works,
                                • How to add a Data Updated As Of: dynamically in text?

                                  I need to add a "Data Updated As Of" in the dashboard to show when was the last date the data was updated. I tried to create a widget but it does not look really good, see below. Is there a way I can do this through the text widget and update it automatically
                                • Create Your Own Issue Management System

                                  Effective issue management is a cornerstone of project success. Every bug or issue, no matter how small, needs to be tracked and resolved in time to maintain project momentum. In this post, we’ll explore how an issue management system in Zoho Projects
                                • Resource utlisation

                                  Dear Team, We use the excel for the weekly predicted people utilization how the resource are allocated , is there any way that i can use any of the zoho products.
                                • Next Page