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
Centralize Knowledge. Transform Learning.
All-in-one knowledge management and training platform for your employees and customers.
New to Zoho Recruit?
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 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
Chat to Lead
Can I convert a Chat to a Lead?Limit maximum entries for subform - depending on fields entry
Hi Zoho! I have a form with a subform in it. I'd like to have limitation for the row number depending on an entry in a drop-down field in the main form (If the field in the main form is marked "Answer1" - Limit the entries to 1 row, if the field is "Answer2" to have 2 rows limitation, "Answer3" = no limitation at all) Can this be done? Thanks RavidSave HTML Snippet Page as PDF with Dynamic Data in Zoho Creator (Working Solution)
Hi Zoho Creator Community 👋, I faced a common challenge while working with HTML Snippet Pages — I needed to generate a PDF with dynamic data and save it back into the record automatically. Here’s the working solution that might help others. Use CaseMake Camera Overlay & Recording Controls Visible in All Screen-Sharing Options
Hi Zoho WorkDrive Team, Hope you are doing well. We would like to request an improvement to the screen-recording experience in Zoho WorkDrive. Current Limitation: At the moment the recording controls are visible only inside the Zoho WorkDrive tab. WhenRebranding Options for Zoho One
We need the addition of rebranding and white-labeling settings directly within the Zoho One Admin Panel. This feature should allow organizations to customize the unified portal with their own logo, brand colors, and custom domain mapping (e.g., portal.company.com).Tip #57- Accessibility Controls in Zoho Assist: Mobility- 'Insider Insights'
Remote support should be easy to navigate for everyone. For users with mobility-related accessibility needs, long sessions and complex navigation can be challenging. Zoho Assist’s Mobility Accessibility Controls simplify interaction through keyboard-basedTotal Cost in reports showing zero
The image below shows my issue. The column Total Cost should show the cost to our company based on hours logged and the employee's rate. For instance, if the person working on Subtask 1 is paid 20/hr, then Total Cost should display $160 ($20x8 loggedTo print Multiple delivery notes in batches
In Zoho Books, we can print a Delivery Note from an Invoice using the Print Delivery Note option, but it is non-editable and always prints all line items from the invoice. Our requirement is to deliver invoiced items in batches and print delivery notesInvoices not arriving and mail server settings
I am having an issue where some clients are not receiving invoices. I have configured Zoho Books to send on my behalf and configured the appropriate SPF, DKIM and DMARC settings on my mail server and tested these as working. I get the CC'd copies so IUPLOAD A CREATED PDF AUTOMATICALLY
Using the html header pdf+print button, I have managed to find a way to have a user create a pdf using entered form data. Using the schedule button, I can have a "file uploaded" pdf mailed to someone as an attachment. The missing piece is to be able to add the pdf, created in that html page to a file upload field automatically? Right now one has to save it to computer and then upload it in a FILE UPLOAD FIELD. Any help would appreciated !Consolidated Department-wise Payroll Cost Summary Report
Hello Zoho Payroll Team and Community, I am writing to discuss a reporting requirement regarding department-level expense tracking within Zoho Payroll. As we scale and manage salary distribution for employees across multiple departments, such as Accounts,How to remove chat icon from knowledge base?
I have set up a knowledge base to hold FAQs and documentation. It is currently standalone, and not integrated into our website. On every page there is a chat button in the bottom left corner that says "We're offline, please leave a message." How can I[ZohoDesk] Improve Status View with a new editeble kanban view
A kanban view with more information about the ticket and the contact who created the ticket would be valueble. I would like to edit the fields with the ones i like to see at one glance. Like in CRM where you can edit the canvas view, i would like to editAutomated Dismissal of Specific Notifications and Centralized Control of Toast Notification Settings
Dear Zoho Team, I hope this message finds you well. We would like to request two enhancements related to notification handling within Zoho Desk: Automatic Dismissal of Specific Notifications: Currently, when certain actions are taken in the ticket listShow field in spreadsheet view depending on other field value
Hello. Not sure if this is possible but let's say i have spreadsheet view in Creator with four different fields Field A, B, C and D Then i have a field named Response which for one record could contain only one of the pre-definde choices below A, B, CIntergrating multi location Square account with Zoho Books
Hi, I have one Square account but has multiple locations. I would like to integrate that account and show aggregated sales in zoho books. How can I do that? thanks.Zoho Learn Zapier Integration
Hello all, Is there any plan to integrate Zoho Learn with Zapier? It seems almost all Zoho products are in Zapier, with the exception of Learn and Marketing Automation.Notice: SalesIQ integration paused on Zoho Sites
I have this notice on my Zoho Sites in the SalesIQ integration setup. Can someone assist? "This integration has been temporarily paused for users. Reconnecting SalesIQ after disconnection will not be possible until we provide further updates." thankDifferences between Zoho Books and Zoho Billing
Without a long drawn out process to compare these. If you were looking at these Books and Billing, what made you opt for one and not the other. ThanksNew Feature : Copying tickets with all the contents such as conversations/history/attachments etc
Sometimes our customers and distributors do create tickets (or send emails) which contain more than one incident in them and then also some of the further conversations which are either created by incorrect new tickets or replies to old tickets are being created as combined tickets. In such cases we require to "COPY" the contents of the tickets into separate tickets and merge them into their corresponding original tickets. The "CLONE" feature doesn't copy the contents (especially the conversationsComo se agregan los empleados
Necesito saber si para agregar empleados los mismos necesitan tener licenciasDeluge Error Code 1002 - "Resource does not exist."
I am using the following script in a Custom Button on a Sales Return. Basically, the function takes the information in the sales return (plus the arguments that are entered by the user when the button is pushed) and creates a return shipping label viaAdding multiple Attendee email addresses when adding a Zoho Calendar event in Zoho Flow
I am trying to integrate Notion and Zoho Calendar via Zoho Flow. However, the Attendee email address supported by Zoho Calendar - Create event only supports one email address, so I am having difficulty implementing automation to automatically registerGraceful Handling of Exceeded Option Limits
Hi Zoho SalesIQ team. I would like to submit a feature request to deal with a bug in salesIQ Current Behavior (Bug): When a dynamic list passed to the Single Select Option Card contains more than 20 options, the Zobot stops responding (freezes/hangs)System default SLA descriptions can't be modified
The system default SLAs have identical descriptions for all SLA levels, but their settings differ. However, I am facing an issue where I cannot modify these descriptions and save the changes. The content of the description box can be edited but the changesAdding non-Indian billing address for my Zoho subscription
Hey Need help with adding a non-Indian billing address for my Zoho subscription, trying to edit the address to my Singapore registered company. Won't let me change the country. Would appreciate the help. Regards, RishabhHow to create one ZohoCRM organisation out of a multi-organization?
Hi, we have a multi-org including two different Zoho CRM organizations for two companies using respectively EUR and USD as default currency. I was wondering if there is any easy way to merge the two organizations into just one, so that users may accessGray screen while signing documents
We are all getting a "gray" screen when trying to sign documents in Zoho sign. Anyone else having issues?Projects custom colors replaced by default orange
Since yesterday, projects uploaded to Zoho, to which I had assigned a custom color, have lost the customization and reverted to the default color (orange). Has anyone else had the same problem? If so, how did you resolve it?Interview booked through Invite but no Notifications
We have a workflow that was developed through a developer/partner that was tested and worked. Today, we pushed a candidate through the process and invited them to an in-office interview. They were sent the booking link (as usual and as tested before successfully)WebDAV support
I need WebDAV support so that I can upload/download (and modify) documents from my local file system. Is anything planned in his direction?Automatiser la gestion des SLA dans Zoho Desk avec Zoho Contracts
Les équipes du service client s’efforcent d’assurer un support rapide, régulier et fiable pour garantir la satisfaction de chaque client. Les accords de niveau de service (SLA) permettent de clarifier les engagements en définissant les termes et conditionsiOS App doesn't refresh for Document Creation
Hello Zoho team, I have created a workflow to be used on a mobile iOS device which starts in Zoho Creater and ends with a murge and store function that then opens the newly created document within the Zoho Writer app. This process is working great howeverUploading a signed template from Sign to Creator
Good day, Please help me on how to load a signed document back into Creator after the process has been completed in Sign. Below is the code that I am trying, pdfFile = response.toFile("SignedDocument_4901354000000372029.pdf"); info pdfFile; // AttachZoho DataPrep and File Pattern configuration
I'm using Zoho data prep to ingest data from One Drive into Zoho Analytics... The pipeline is super simple but I can't any way to get all the files that I need. Basically I need to bring all the files with a certain pattern and for that I'm using a regexAssistance needed: Activation of a domain
Hello Zoho Support, I purchased the .com domain "primesolva.com" via Zoho 6 days ago. The domain is still pending, and I cannot access the DNS panel to add the TXT verification for domain ownership. Please confirm the registration status and help me activateOperation not permitted
I am trying to add an email address to the list of user but I am getting error Operation not permittedRequest to Permanently Delete Email User (info@mehbobgulf.com ) from Old Organization
Please permanently delete the user email info@mehbobgulf.com It is still associated with my old Zoho organization. I cannot delete it because it shows ‘You cannot delete email. Zoho host’. I need to use this email in a new Zoho account.”Client host [89.36.170.5] blocked using Spamhaus
Hello please make make actions for delist ..... "Client host [89.36.170.5] blocked using Spamhaus"Suggestion: Option to Re-run a migration
As I'm going through a migration process, I like the IMAP migration tool, but it would be better if there were an option to re-run the same migration as configured. There's not even an option to copy/edit one that's already there. Just run if it hasn'tNext Page