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 Campaigns Resources


        • Desk Community Learning Series


        • Digest


        • Functions


        • Meetups


        • Kbase


        • Resources


        • Glossary


        • Desk Marketplace


        • MVP Corner


        • Word of the Day


        • Ask the Experts


          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 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

                                  • Zoho inbuilt Telephony made a lot of issues!

                                    Hi there, I am a user that I am working with zoho inbuilt telephony around 1 month. Non of my colleagues are happy with this app! most of the time customer cannot hear my customer service team, customers say our voice is breaking. whenever Telephony support
                                  • Sending workflow notifications using popular chat services

                                    Hello everyone, We have introduced instant and scheduled notifications on some of the most popular chat platforms to facilitate easy collaboration, quick action, and wider reach. Workflow notifications can be sent to the following chat platforms: Zoho
                                  • Webhook not firing.

                                    I created a webhook using the Web UI, it looks very nice and the testing worked without an issue, but when i save/ update a ticket, the webhook is not firing. Here are the details of the web-hook i get from using the API "modifiedTime": "2019-10-22T09:23:37.380Z",
                                  • Adding Images to a Quote in Zoho CRM

                                    We are currently preparing to use Quotes in Zoho CRM and we are building out our Quote templates.  We came across an issue of not being to add Images of the products to the Quote - specifically in the body of the Quote templates.   This is a problem,
                                  • Applications built with Zoho Creator

                                    Hi, I’m really interested in seeing how others have built their application using Zoho Creator, especially those designed for external users (clients, vendors, or the public). If you’ve developed something along those lines and don’t mind sharing, I’d
                                  • In arattai received message can't be deleted

                                    The issue has been noticed in following: arattai app (Android) arattai app (Window) arattai web While the message posted by me may be deleted, the ones received from others can't be. The item <Delete> change to <Report> when the message is a received
                                  • Is it posssible to add Asap Widget on Wordpress?

                                    I have tried to add the ASAP widget so users could iniciate chats and see the KB information but nothings seems to work. I have tried to add the script using a php snippet that adds the to the footers and also tried one for the header in the functio
                                  • Require ticket resolution

                                    Hi Zoho team, Is there a way to require resolution even if an agent did not use a blueprint? for example, our blueprint has a "resolve" transition but what if agent revoked blueprint and manually set the status of ticket to closed? Is there a way where
                                  • Tables from ZohoSheets remove images when updated from source

                                    I have a few tables from a ZohoSheet in a ZohoWriter document that will remove the images in the cells when I refresh from the source. The source still has the images in the table when I go to refresh. After updating from the source, as you can see the
                                  • Unable to Receive Emails on Zoho Mail After Office 365 Coexistence Setup – Error: 553 Relaying Disallowed

                                    Hello, My domain name is bigniter.com, and I’ve been using Zoho Mail as my email service provider without any issues. Recently, I followed the steps outlined in the Zoho documentation to enable Coexistence with Office 365: 🔗 https://www.zoho.com/mail/help/adminconsole/coexistence-with-office365.html#multi-server
                                  • API Pagination Error: 'from' Parameter Limit

                                    Hello, I am encountering an error while paging through the Zoho Desk API results: Status code: 422 - {"errorCode":"UNPROCESSABLE_ENTITY","message":"The value passed for field 'from' exceeds the range of '0-4999'."} Is 5000 the maximum number of records
                                  • How to go to the next open ticket in the queue when agents closes ticket

                                    Zoho Desk When agent closes a ticket - eg when they choose 'Send and Close" - where is the setting that automatically redirects them to the next open ticket in the queue?
                                  • External download link limit

                                    Can You please help us to understand this For Zoho WorkDrive external users, the download limit is a maximum of 5 GB total download size and a maximum of 50 first-level files and folders What is the meaning of first level? We are using these files in
                                  • CRM verify details pop-up

                                    Was there a UI change recently that involves the Verify Details pop-up when changing the Stage of a Deal to certain things? I can't for the life of me find a workflow or function, blueprint, validation rule, layout rule ect that would randomly make it
                                  • Automatically Add Recurring Zoho Meeting Events to Zoho Calendar / Zoho Meeting Calendar

                                    Hello Zoho Meeting Team, Hope you are doing well. We would like to request an enhancement regarding recurring meetings created inside Zoho Meeting. At the moment, when we schedule a recurring meeting in Zoho Meeting, it does not appear in Zoho Calendar
                                  • The difference between Zoho Marketing Automation and Zoho Campaigns

                                    Greetings Marketers! This post aims to differentiate between Zoho Marketing Automation and Zoho Campaigns. By the time you get to the end of the post, you will be able to choose a product that objectively suits you. What is Zoho Marketing Automation?
                                  • Custom templates for calendar report

                                    What about being able to design custom templates for the calendar report, as well as for other types of reports? I think more users are waiting for this.
                                  • Print a price list or price book

                                    Hi Community. Am I right in concluding that Zoho has no functionality to print a price list from either Zoho CRM, Zoho Inventory or Zoho Books? I won't get stuck on the fact that Zoho doesn't sync price books between Zoho CRM and Books/Inventory (more
                                  • Disable payment thank-you emails

                                    Hello, can someone please tell me how to disable sending of the "Payment Thank-You" emails? 
                                  • Maximum tags possible in Contacts Records

                                    I read in some documentation that Zoho allows a total of 200 tags across all records. Is this correct? So is it not possible to have one tag per record for 500 records?
                                  • Integrate your Outlook/ Office 365 inbox with Zoho CRM via Graph API

                                    Hello folks, In addition to the existing IMAP and POP options, you can now integrate your Outlook/Office 365 inbox with Zoho CRM via Graph API. Why did we add this option? Microsoft Graph API offers a single endpoint to access data from across Microsoft’s
                                  • Any way to "Pay with Check" or "Refund with Check" for Credit Notes?

                                    When we have a Bill in Zoho Books, we can select the "Pay with Check" option which then allows us to print/cut the check directly out of Zoho Books. When we created a Credit Note and want to refund the customer, is there any way to Refund with Check,
                                  • CRM Mobile reports

                                    When our engineers finish a job they like to email the customer a job report. This is best done todate as an email template but we can find no way to include an image field from that module. Is there any other options?
                                  • Unify All Zoho Video Meeting Experiences into One Standardized Platform

                                    Hi Zoho Team, We would like to share an important user experience concern regarding the current state of video meeting functionality across the Zoho ecosystem. The Problem Within Zoho, there are multiple ways to initiate or schedule a video meeting: Zoho
                                  • When Zoho Tables Beta will be open to EU data center

                                    Hello all, We in EU are looking at you all using and testing and are getting jealous :) When we will be able to get into the beta also? We don't mind testing and playing with beta software. Thank you!
                                  • Start Form on a different page (i.e., hide form pages)?

                                    I have a Zoho form that uses the `Field Alias - Prefill URL` feature. My goal is to have a pre-filled field that directs the user to a specific starting page in the form. For example: The URL will have a field alias that will auto-populate a field with
                                  • Microsoft Teams now available as an online meeting provider

                                    Hello everyone, We're pleased to announce that Zoho CRM now supports Microsoft Teams as an online meeting provider—alongside the other providers already available. Admins can enable Microsoft Teams directly from the Preferences tab under the Meetings
                                  • Standard Payment Term is not pulled from account to quotation

                                    Hey Team There seems to be something off. I do have "Net 30" as my default payment term in Zoho Books for my customers. If, from the customer overview or quote section, I create a new Quotation, the payment terms field stays blank and doesn't get the
                                  • Passing the CRM

                                    Hi, I am hoping someone can help. I have a zoho form that has a CRM lookup field. I was hoping to send this to my publicly to clients via a text message and the form then attaches the signed form back to the custom module. This work absolutely fine when
                                  • How can we disable "My Requests"?

                                    We are not using this functionality in our system at all and our users get confused.
                                  • PayPal payment received recording problem

                                    Hi, A little while back one of our customers used the PayPal payment option to pay an invoice For some reason though the payment is showing up twice within the Payments section of the invoice! Instead of setting the invoice value to ZERO, it now shows a negative value Anyone else face this problem? I've checked PayPal and there is only 1 payment in reality... A bug? Actonia ps: for anyone from Zoho Customer Service or tech team,  its Invoice 785 in our account
                                  • string(87) "{"code":"INVALID_TOKEN","details":{},"message":"invalid oauth token","status":"error"} " grtting this error

                                    Using access token i am trying to add sales orders through api but it is throwing errors like the above i have mentioned. Please help me for that
                                  • How to mute chat notification sound by default in Zoho SalesIQ?

                                    We’ve recently embedded the Zoho SalesIQ chatbot on our website, and we’ve noticed that notification sounds sometimes play even when the visitor hasn’t interacted with the chat widget yet. We’re trying to understand two things: Why do these sounds occur
                                  • Kanban View for Projects.

                                    At our organization, we describe active projects with various statuses like "In Proofing" or "Printing" or "Mailing". In the Projects view, one can set these project statuses by selecting from the appropriate drop-down. While this works, it's difficult to view and comprehend the progress of all of your projects relative to each other in a table. Creating a Kanban view for projects where I can move them from one status to another allows me to see where each project is in the order of our workflow.
                                  • How to Hide Article Links in SalesIQ Answer Bot Responses

                                    I have published an article in SalesIQ, and the Answer Bot is fetching the data and responding correctly. However, it is also displaying the article link, which I don’t want. How can I remove the link so that only the message is shown?
                                  • Currency limitation when integrating Zoho CRM & Zoho Books

                                    Brief Video of Problem: https://www.loom.com/share/d61d1d07d0904e149d80c1901a22418e. Background ·       Our business is based in Australia and we have to have Zoho Books in AUD to comply with tax and reporting regulations in Australia. ·       We sell
                                  • Add RECURRING option when adding email to calendar events

                                    When you add an email to a calendar event, there is no option to make that new calendar event into a recurring event.  It is counterproductive to make an event from your email to then have to go to your calendar, find the event, and make it recurring. 
                                  • Using Contains as a filter

                                    We are using Zoho Reports, ServiceDesk Plus analytics. I do not see how to create a report filter using Contains comparison of a string values, is one string contained in another. For example, Task Title contains the word Monitor. Is this possible in Zoho Reports?  This reporting feature is available in SDP reporting. Thanks in advance, Craig Rice
                                  • LINE Auto Message Connect to Zoho

                                    When I integrated LINE into the CRM, I was prompted to disable “Chat,” “Auto Response,” and “Greeting Messages,” and to enable the webhook. However, since I have already set up some auto-reply features in LINE, including Rich Messages and greeting automation,
                                  • Option to block bookings from specific email address or ip adresss in zoho booking

                                    Sometime few of our client keep booking irrelevant booking service just to resolve their queries and they keep booking it again and again whenever they have queries. Currently its disturbing our current communication process and hierarchy which we have
                                  • Next Page