Expanded Data Preparation and Modeling Capabilities in Zoho Analytics
Since launch, the integration of Zoho DataPrep within Zoho Analytics, has significantly enhanced the ETL (Extract-Transform-Load) capabilities. This integration allows users to connect, clean, transform, and enrich their data effortlessly—all from within Zoho Analytics.
Building on this, the release of Zoho Analytics 6.0 in September 2024 introduced even more advanced data modeling and preparation capabilities by fully integrating the latest enhancements of Zoho DataPrep within Zoho Analytics.
Key Features of Zoho DataPrep
Visual Pipeline Builder
Zoho DataPrep’s enhanced Visual Pipeline Builder streamlines data pipeline creation, enabling users to build, test, and execute workflows in minutes. Key improvements include:
- Automated & Scheduled Workflows – Ensure continuous data readiness.
- Optimized Processing & Transformation – Enhance performance and efficiency.
- Advanced Data Operations – Merge, filter, and aggregate data seamlessly.
With an intuitive drag-and-drop interface, users can effortlessly design and manage complex data workflows.
Data Quality at a Glance
Easily assess your data quality using Zoho DataPrep in Zoho Analytics
- Color-coded bars instantly show valid (green), invalid (red), and missing (gray) data.
- Interactive charts to identify problematic areas quickly.
Smart Features for Efficient Cleaning
- Smart sampling with four options (Initial, Random, Erroneous, or Column-based) to work efficiently even with massive datasets.
- Intelligent suggestions that automatically recommend the best fixes for common data problems.
- Comprehensive transformation library including deduplication, format standardization, empty cell handling, and pattern matching.
Process Management Made Simple
The workflow tracking features to stay organized:
- Ruleset management panel to view, edit, or disable any transformation.
- Clear visualization (Data Flow) of the entire data cleansing journey from import to export.
Why This is Helpful for Users
- Time-Saving: Automate repetitive data preparation tasks and focus more on analysis.
- Improved Accuracy: Clean and transform data with precision, ensuring high-quality outputs.
- Scalability: Handle larger datasets with ease, thanks to the increased processed row limits.
- Better Insights: Advanced data modeling capabilities allow for more comprehensive and actionable insights.
Data Processing Capacity
Integrated Zoho DataPrep feature usage will be measured based on the total number of rows processed per month. Each plan within Zoho Analytics offers inbuilt processing capacity.
The processing limits within Zoho Analytics have been set higher, compared to the Standard plan of Zoho DataPrep, enabling users to efficiently manage large datasets with greater flexibility.
Plan based processing limits:
- Premium Users – Process up to 5 Million Rows per month.
- Enterprise Users – Process up to 10 Million Rows per month.
These new integrated DataPrep capabilities make Zoho Analytics a more powerful and scalable platform, empowering users with advanced tools for seamless data management and analysis. Whether you're preparing data or building pipelines, Zoho Analytics provides the flexibility and performance needed to drive better decision-making.
Access your files securely from anywhere
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
Rakesh Ramkumar B
Sticky Posts
Tip of the Week - Spot Risky Sales with Conditional Formatting
In Zoho Analytics, small tweaks can lead to big insights. One such feature is Conditional formatting based on other columns, your key to instantly spotting where sales success is overshadowed by product returns. Our tip this week shows you how to applyWhat’s New in Zoho Analytics – September 2025
Hello Users!! In this month’s update, we’re raising the bar across multiple touchpoints, from how you bring in data, plan and track projects to how you design and brand your dashboards. We’ve added the all-new Gantt chart for project visualization, expandedAnnouncing Agentic AI - Ask Zia!
We are delighted to roll out the new agentic AI capabilities in Ask Zia, where every stage of the BI workflow is assisted by AI. With a human-in-the-loop approach, Ask Zia ensures that you’re in command of the decision, while AI handles the complexity.Invitation-Based User Access in Zoho Analytics
Hello everyone, We’re rolling out an important update on how users are added to your Zoho Analytics Organization and Workspaces. Previously, when admins added users, they were automatically added to the organization. Moving forward, to improve securityZoholics Europe 2025: Your Ultimate Data Analysis (Zoho Analytics) Workshop Experience
Why should you attend? This year, Zoholics Europe 2025 is putting data analysis centre stage. With a dedicated workshop designed to answer all your data-related questions, you’ll gain practical skills, real-time solutions, and expert insights that you
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
Tip of the Week #60– Reduce response time with shared inboxes!
When customer messages are scattered across different platforms and team members aren't sure who's responding, delays are inevitable. Slow responses frustrate customers and create a poor experience for your brand, especially when expectations are high.Hybrid project management in IT and software development services
Project management models serve a wide range of audience, however the highest takers for Agile project management methodology are the IT and software services industry. The flexibility to develop and release software iteratively with continuous improvement,Introducing Forms in Zoho Sheet
We hereby bring you the power of forms in Zoho Sheet. Now, build and create your own customized forms using Zoho Sheet. Be it compiling a questionnaire or rolling out a survey, Zoho Sheet can do it all for you. Forms is an excellent feature that helps you collect information in the simplest of ways and having it in Zoho Sheet takes it a notch higher. Build Simple yet Powerful forms Building forms using Zoho Sheet is fairly simple. The exclusive 'Form' tab lets you create one quickly. Whether youWhat's New in Zoho Inventory | January - March 2025
Hello users, We are back with exciting new enhancements in Zoho Inventory to make managing your inventory smoother than ever! Check out the latest features for the first quarter of 2025. Watch out for this space for even more updates. Email Insights forOverdue payments pending approval max
I needed to validate update the email to pay for goods sold out, travel expenses and cars and vehicles for office, office supplies, properties purchase etcHow do I mass edit time entries?
Since you can not filter or sort time entries by what has and has not been invoiced (you can only see the icon but not separate invoiced from non-invoiced), I would like all time to initially be entered in as un-billable and I can change to billable as I bill them. (since you can see this separation) So my question is HOW do I mass edit this? Can it be done?Zoho Booking Page Footer
Is there any option available to add social media, like LinkedIn, on the Zoho Booking page?Custom SMTP is now available in Zoho Sign
Hi there! Want to send Zoho Sign emails from your organization's or personal email server? Look no further! Zoho Sign has introduced custom Simple Mail Transfer Protocol (SMTP) for Enterprise users across all data centers. By enabling custom SMTP, youHelp with SEO
Hi There, I have recently published a site and added some Keywords in the SEO settings. Searching Google I currently don't find my site though. When do these settings take effect? In the SEO settings there is also a section "Sitemap" I can change settings for "frequency" and "Priority" What do these settings do? Kind regardsReport Level Button
Currently I couldn't find a way to add a report level button I think currently we can only add buttons/actions for records, but having custom report level button would be really beneficial Usecases Click to import/sync Data from On Prem Systems ClickCreate collection from start integer to end integer
I want create some ticket number. Starts at 1 and end at 10. I want the result to be a string 1 - 2 - 3 - 4 - 5 - 6 - 7 - 8 - 9 - 10. Trying something like this but need the correct way write the start and end part. start = 1; end = 3; sequence = List();Importing Subform Data is Removed in Zoho Creator 6
Previously It was possible to import Data to the Subform in Creator 5 This basic and mandatory Feature was completely removed from Creator 6 with no Timeline to add support for it How are we supposed to add our data if we want to use Creator? Manually?Function #50: Send Mass emails to your customers
Hello everyone, and welcome back to our series! We have reached a milestone of 50 Functions, which means that we have automated 50 different tasks in Zoho Books. Every Friday, we have shared a nifty function aimed at either automating a task or streamliningSmart Document Automation:: From Zoho Projects to Zoho Writer – Merge, Edit, and Share
Hello Everyone, A custom function is a software code that can be used to automate a process and this allows you to automate a notification, call a webhook, or perform logic immediately after a workflow rule is triggered. This feature helps to automateHow to remove an Instagram post on Zoho Social?
Hi there, I wanted to delete yesterday's post on all social platform and managed to do so for Twitter and Facebook. I couldn't for Instagram as there is no option for delete. How can I delete successfully?【開催報告】東京 ユーザー交流会 Vol.2 2025/6/13 CRM Plus/Formsの活用におけるポイントやおすすめ機能を紹介
ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。 6月13日（金）に東京で「ユーザー交流会 Vol.2」を開催し、16名の方にご参加いただきました。ご参加くださった皆さま、ありがとうございました。 この投稿では、当日のセッションの様子や使用した資料を紹介しています。残念ながら当日お越しいただけなかった方も、ぜひご覧ください。 ユーザー活用事例セッション：マーケ・営業・サポートをつないで顧客体験を向上させる！Zoho CRM Plusのおすすめサービス活用事例 Zoho ChampionNo Real DANE Support
The issue in https://help.zoho.com/portal/en/community/topic/will-zoho-implement-dane was closed today claiming DANE was implemented. You never implemented DANE correctly, even if you think you did. DANE requires DNSSEC to work properly, you never addedApplying Price List to All Customers
I just created a new price list as we have several items that have volume price breaks. To create my price lists, I followed the instructions in this article: https://www.zoho.com/us/inventory/help/items/price-list.html When it comes to applying my priceWhat's wrong with this deluge code to create a Bill?
I know that all the data in the map is correct. The line items are pulled directly from a purchase order. // Add the purchase order ID to the bill billPOIds.add(poID); // Retrieve and merge the line items poLineItems = purchaseOrder.get("line_items");2 Ideas, Clone timesheet entry from monthly view and Notes in Weekly view
While i love timekeeping I am finding some things slow me down. Slow to the point of considering writing my own API call to do this. It would be so useful to be able to clone a timesheet entry from the monthly view. It is somewhat painful to have toZoho Workdrive API call to find public external Link for a Folder
Hi all, I can create new external share links for a WD Folder using this API call https://workdrive.zoho.com.au/api/v1/links . This works fine, however if there is already an external link created for a given folder, trying to create a new one fails (whichConverting Sales Order to Purchase Order
Hi All, Firstly, this code works to convert a sales order(SO) to a purchase order (PO) via a button, however I am running into an issue when I convert the SO where the values from the line items are not pulled across from the SO to the PO. The ones inAccessing and Using Formula Field
Hi There, I created a formula field called 'Day of the Week' in the Leads module that takes the record created time and transforms it into the day of the week. The formula field returns the correct values. However, I am unable to find or use the field🇺🇸 🇨🇦 🇲🇽 Ask the Experts: A Live Q&A Session
Session Closed Thank you to everyone who participated in this Ask the Experts session! Your questions, insights, and engagement made it a valuable discussion for the entire Zoho Recruit community. The comment section is now closed, but feel free to browseRequest For Quotation (RFQ) module
Hello, Do you have any plans to implement a RFQ module in to ZOHO Inventory? I would like to chose items that I require a price for, select a number of different suppliers to e-mail and have them submit there pricing online. I would then like to see aAbility to Append or Prepend specific signer name field to all documents in an envelope
We use templates regularly and have a need to be able to rename the individual pdf documents contained in an envelope, such that a signer's name is appended or prepended (e.g. Form1 - SignerName). This is critical for us, because of how we process documentsExport an email as an HTML file?
How do we export an email in Zoho Marketing Automation as an HTML file? We have an advertising partner that needs our campaign email as an HTML file. We can't find any way to do this. If this is not possible, please explain why. It doesn't make senseFunction #30: Display list of associated PO on SO details screen
Hello everyone, welcome back to our series! Imagine having the ability to effortlessly access and view details of all purchase orders linked to a sales order directly from the sales order itself. Well, today's script is designed to do just that for you.Custom Print Button in Page/Stateless Form
[Zoho Creator] Unable to Add Custom Print Button to Page or Stateless Form We need the ability to add a custom print button on a page or stateless form in Zoho Creator to print a templated or formatted output (e.g., appointment confirmation, summary slip).Page Variable Not Passed from Report to Form
[Zoho Creator] Page Variable (Resource) Not Passed from Report to Form in Appointment Module We are facing a limitation in our Appointment Module related to the handling of page-level variables. We are using a page variable to select a resource, whichCreating Layout Rule With Formula Field
By The Grace Of G-D. Hi, I see that i cannot use Layout Rules to show/hide Formula Fields. Is that something you plan on adding sometime soon?Combine / merge multiple invoices into master
Good morning Zoho! Upon looking for a solution for my issue, I found many that had my similar problem...dating 13 years ago! Please, any updates on this? Merging multiple invoices on a Master Invoice would alleviate all the extra work of resending andFree Webinar Alert! Productivity Hacks that you don't want to miss on June 24
Hello Zoho Community! Want to work smarter and get more done with Zoho Mail? We’re here to help! Join our interactive webinar to explore powerful Zoho Mail features that can boost your productivity. Watch live demos, learn helpful tips, and take partWeb Clipper cannot save to collections
With the recent update that added collections, i am unable to use the web clipper to save to a collectionsort by name is always z to a
I typically keep my notes in alphabetical order. Suddenly they are all backwards - z to a. They stay that way whether I select a to z or z to a. Is there a way to fix this?Project Management Bulletin: June, 2025
Our project management suite's representatives have been busy socializing with global customers in the USA (Zoholics) and Australia (roadshows). We also had multiple stop overs at our customer’s establishments and were glad to see the efficiency our productsAgenda For Zoholics Benelux & Nordics 2025
Dear Zoho Benelux community, We are pleased to announce the agenda for Zoholics Benelux & Nordics 2025 on September 23-24 at NBC Congrescentrum in Nieuwegein. The topics of the presentations are: Zoho innovations in the region and worldwide The introductionHow to query Deal "Stage" "Is Open" in Analytics SQL?
How do I query this "field" in Analytics? What is going on? It seems like there is another 'mapping' somewhere but that it is inaccessible with raw sql??? If I query "Stage" Like '%Won%' I get a wildly different number than I do when I manually filterEnhanced Candidate Portal: Now Featuring Federated Login, Passwordless Access & MFA
You can now enhance your Candidate Portal experience with Federated Login, Password less Sign-in and Multi-Factor Authentication (MFA). These features offer greater flexibility and control—allowing seamless sign-ins through trusted platforms and addingCustom View and Custom Fields
Hi We have custom fields that we need in the Sales\Customer module and we would like to have the fields available to view in the Bills module so that we can add them to a custom view, is that possible? That way we can look at the Bills screen to see whatNext Page