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.
- Empowers business users with a self-service data preparation
- Offers high-quality data for any business need
- Helps in identifying the next step with augmented data preparation
- Brings unstructured data into the fold
- Helps in being expansive scale with the cloud
- 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.
- 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
- Warehouses and Databases: It is also possible to import data from a wide range of warehouses and databases.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Blend Data: The data can be blended from a wide range of sources using the join and append transforms.
- 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.
- 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.
- Monitoring Data Quality: The use of Zoho DataPrep helps in continuous monitoring of data quality while sending alerts anytime the quality drops.
- 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.
- Discover Data Easily: The data can be discovered easily using a system-wide search capability powered by Zia.
- 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.
- 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.
- 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.
- 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
Access your files securely from anywhere
Zoho Developer Community
New to Zoho LandingPage?
Zoho LandingPage Resources
New to Zoho Survey?
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Bigin?
Topic Participants
Abhishek - Zoho Partner
pierrebrocart.marketing
Alan Francis
Tom
Viswanath Subramani SS
New to Zoho TeamInbox?
Zoho TeamInbox Resources
Zoho DataPrep Resources
Zoho CRM Plus Resources
Zoho Books Resources
Zoho Subscriptions Resources
Zoho Projects Resources
Zoho Sprints Resources
Qntrl Resources
Zoho Creator Resources
Zoho CRM Resources
Design. Discuss. Deliver.
Zoho Show Resources
Get Started. Write Away!
Writer is a powerful online word processor, designed for collaborative work.
Zoho CRM コンテンツ
-
オンラインヘルプ
-
Webセミナー
-
機能活用動画
-
よくある質問
-
Ebook
-
-
Zoho Campaigns
- Zoho サービスのWebセミナー
その他のサービス コンテンツ
Nederlandse Hulpbronnen
ご検討中の方
Recent Topics
Rollup summary for custom module
Rollup summary feature was introduced almost a year ago: https://help.zoho.com/portal/en/community/topic/introducing-rollup-summary-in-zoho-crm-public-early-access-2023 It does not support custom modules tough and this post aims to track such featureIs it possible to set a value to a field based on certain conditions
Greetings Say i have a field that i want to set its value based on the value of another field.. for example if "number" field has value greater than 10, i want to set my field's value to X. Or if radio group had option 1 selected, then i want to set myWhat is the Desk API?
I'm trying to fetch a lookup field data from desk to our creator application and it doesn't work. I'm guessing that my search parameter is wrong? On my trial function fetch if I use these: tickets = invokeurl [ url :"https://desk.zoho.com/api/v1/tickets/351081000145244764"How to Parse XML Data Returned by API?
I have several APIs integrated with my CRM and they work great. I am having some trouble though parsing data out of a large string/array in Funtions? I need to be able to pull the DeviceId and the WebSiteDeviceName from each PanelDevice. I would appreciateCan the meeting location be specified by the customer?
I own a painting company. I offer free estimates to customers, and I'd like them to be able to enter the meeting address in the booking form... so, the place they want me to give a painting estimate for. I need the customer to be able to tell me whereZoho Bookings - Reserve with Google
Does Zoho Bookings plan to to integrate with Reserve with Google?Single use booking
Hello everyone! It would be very interesting to be able to generate unique booking links. Once a booking is made through that link, it will no longer work. Calendly has something similar: https://help.calendly.com/hc/en-us/articles/1500001292022-HowFeatures Req: Service-Specific Calendar And Limit number of bookings per guest
By The Grace of G-d. Hi, I Came across 2 features i believe more users would love to see added to the amazing bookings app: 1. Service-Specific Calendar I dont want to open my whole calendar to all of my services. For Example, Lets say i have a free consultationGenerating Discount Coupons for Zoho Bookings
Hi, Is there provision to generate Discount Coupons for appointment bookings? I could not see that in the settings and this is very much needed. Please suggest us. ThanksQuais são os maiores desafios que você enfrenta ao implementar o Zoho CRM?
Olá, pessoal da comunidade Zoho Brasil! Sou parceiro autorizado da Zoho e, ao longo do tempo, tenho notado que cada implementação de CRM traz desafios únicos, dependendo do segmento de negócio, das metas da empresa e até da familiaridade da equipe comFeatured Blog Image Size
What is the ideal size for the cover/featured image of a Zoho Sites blog? Because all our cover images are getting these black stripes horizontally or on the sides (look images)Zoho CRM v2.1 deprecation or sunset plans ?
Hi Team Wanted to know if there is any plan to deprecate v2.1 CRM apis https://www.zoho.com/crm/developer/docs/api/v2.1/ and if yes by whenDo I need to migrate to API v7?
Current workload forces me to ask this question. Even though I know API v7 has better features, I have many previous API calls written in v2 that still function well. Is there any compelling reason (that I may be missing) for me to make time to migrateHas anyone implemented OCR functionality as a text input method for the CRM?
The users in my organisation are used to writing meeting notes using the pen and paper notebook. Asking them to enter those notes into the CRM is a chore and I suspect is a major hurdle for the digitalisation initiative to take off in this organisation.way to change the interface language (e.g. to English) in the whole Zoho One ecosystem at once
Hi everyone. I had a need to create a new Zoho One account for a new company. However, since I did it from Germany, I have defaulted to German language in Zoho One interface (in all apps). Can you please tell me if there is a way to change the interfaceHow Can I delete accounts or change type of account?
My accountant has wrongly categorized many accounts as Other Assets instead of Accounts receivable while putting in opening balances. How can I delete an account or recategorize it?How to have sub heads in Salary account
Hi How can i have sub heads under salary account, we tried but it is not allowing us to create sub heads Thanks AlkaCan I give access of my Zoho Spreadsheet?
Hello Everbody! I work with a travel and tourism company, and my job is to record the data of clients of the company. And I use zoho for my work. So my question is can I give access of my sheet to the clients and my company. Kindly guide me. ThankyoIs it possible to display formulas in cells instead of calculated results?
I want to export my Zoho sheet as tab separated text without losing the formulas. In excel, I would use the settings Options - Advanced - show formulas in cells instead of their calculated results then save as tab separated values. How do I do this inUnsuscribe, suscribe and tell a friend links not working
Hello, I'm new to Zoho campaigns. I created and sent a test campaign to myself but on clicking the subscribe, unsubscribe, view in browser ans tell a friend links, i realize none of them leads anywhere. Instead i get the following error:Tip #5: Setting access rights at the subfolder level
Hello everyone, We hope you're finding our WorkDrive Tips and Tricks series useful. For today's tip, we'll teach you how to assign higher subfolder permissions to Team Folder members. Team Folders helps you avoid the drawbacks of traditional file sharing.Cross-Data Center Collaboration and / Or allowing users to choose DC
Dear Zoho Cliq Support Team, We are writing to request a significant enhancement to Zoho Cliq that would greatly benefit our geographically dispersed development team. Current Challenge: Currently, Zoho Cliq automatically routes users to specific dataCreating stunning templates for appointment notification emails
Good day folks! Can you guess what we are going to check out today? We have designed a few samples to showcase the power of customizable email notification templates. Template 1 Template 2 Template 3 Template 4 Template 5 Template 6 Template 7 Templateintegrating Zoho CRM vendors with Zoho projects
In most of our projects we collaborate with our Vendors. Being able to integrate only Accounts and not Vendors from CRM, is a huge limitation for our perspective and needs. We would really love to see this feature in the CRM-Projects integration.Allocate emails to user in a shared mailbox
Hi, This might be obvious, but I cannot find the answer. I have 3 shared mailboxes so any team member can see the emails. Is there a way of allocating a specific email to a user so that it is their responsibility to deal with it? Thanks in advance.Multiple Vendor SKUs
One of the big concerns we have with ZOHO Inventory is lack of Vendor Skus like many other inventory software packages offer. Being able to have multiple vendor skus for the same product would be HUGE! It would populate the appropriate vendor Sku forInclude SalesIQ activity when sending Forms data to CRM as a new Lead
Is there a way that when I get a new lead via a zoho form on my website to include the activity in CRM? I have Sales IQ integrated with the form however, most of my leads do not talk to us through the chat fuction but they do fill out a zoho form. IdZOho Booking and CRM integration.
We are using Zoho Booking wiht Zoho CRM in a custom module. Inside our module we use the option to book a meeting with the customer. This part works great we feed the field to the URL and everything work 100%. Now my issue is that I was not able to findChrome browser issues. Anyone else?
I am suddenly having multiple issues with Chrome browser interpreting the Zoho Mail interface. Anyone else? Any known problems? Thanks, Todd554 5.2.3 MailPolicy violation Error, help?
This message was created automatically by mail delivery software. A message that you sent could not be delivered to one or more of its recipients. 554 5.2.3 MailPolicy violation Error delivering to mailboxes I am not sure why i am getting this, pleaseDisplay comma in number field (thousand separator)
Love Zoho so far! How can I add comma as thousand separator in number field upon input by user? This is essential feature when dealing with larger numbers to make readable. Is there number formatting script for this? For example, change 600000 to 600,000 This link appears to be related to the topic. https://help.zoho.com/portal/en/community/topic/amount-display#2266000001410984Any way to Associate a Recurring Invoice with Deal/Potential in Zoho CRM
When we create an Invoice in Zoho Books, we have the option to associate that invoice with a Potential/Deal that is tied to that same customer. Can we do the same thing with Recurring Invoices? When creating a Recurring Invoice, I want to be able to AssociateTracking leads through the sales process
Our leads are being generated via paid google ads and are arriving to us with UTM data showing lead sources, campaign mediums and campaign names. I want to track the progress of those leads as they migrate through our sales funnel while maintaining aElevating Email Security on Zoho Desk: DKIM Now Mandatory
Hello Zoho Desk Users! It has been a wonderful journey with you on Zoho Desk. As we welcome 2025, we are strengthening our efforts to ensure a secure and seamless experience for you. To enhance email security, DKIM configuration will be mandatory forHow to send mail with js SDK
Hell o I'm using https://live.zwidgets.com/js-sdk/1.2/ZohoEmbededAppSDK.min.js, for my widget in CRM (built with sigma) Is it possible to send email from js file, I try ti use that ZOHO.CRM.API.sendMail({ "Entity": "Accounts", "RecordID": sharedVariableEntityId,How to merge data from Zoho CRM to Zoho Sheet
Hello! A few months ago, I made a Zoho sheet with the ability to bring in data from Zoho CRM. It worked by adding the email of a Contact to the sheet, and then it would fill in the rest of the information in the row with information that was stored inCreate custom rollup summary fields in Zoho CRM
Hello everyone, In Zoho CRM, rollup summary fields have been essential tools for summarizing data across related records and enabling users to gain quick insights without having to jump across modules. Previously, only predefined summary functions wereZoho Sheets working offline
Hi, I am looking for the ability to work offline in Zoho Sheets, but currently I cannot find the process to complete this. Does someone have any ideas or steps I might have missed? Also does Zoho Sheets have the "Format as Tables" function as is currently in MS Excel 2016?? Many thanks.Date format in the Account settings are not reflected in other applications
The issue where changes to the date format in the Account settings are not reflected in other applications. Not only the date format, but even after switching the language in some part remains the same. This issue has persisted for a week. Could someoneAnnouncing a significant enhancement for Zia Presentation: Personalize the data and distribution of your sales deck
Dear Customers, We hope you're well! There are two aspects to being a salesperson: Selling and reporting. While the former is the job itself, the latter helps salespeople evaluate their performance from time to time. This evaluation doesn't just helpNext Page