We are delighted to open up the next major version, Zoho Analytics 6.0 Beta! The new version comes packed with a wide range of functionalities for all persona, namely business users, data analysts, data engineers, and data scientists. Zoho Analytics team has meticulously developed these functionalities with a focus on current and future business needs, incorporating valuable user & market feedback.
New capabilities in Zoho Analytics 6.0 Beta includes more data connectors, new visualizations, new interactions, advanced analytical models , the ability to build custom ML models, and 60+ features.

Note: 6.0 Beta is now available in all paid plans to try out. Features available in specific plans are annotated inline.
1. Data Connectors & Data Management
New Connectors
We are expanding our already available 500+ data connectors with 25+ new connectors for big data platforms and business applications that includes Yellowbricks, ClickHouse, Dremio, Zoho Connect, Zoho Marketing Automation, Zoho Backstage, Amazon Seller Central, Airtable and many more.

Also, managing data has now become easier with the following features -- Audit history, Sync history, and Import roll back.
Audit History
Audit logs are crucial for maintaining security and troubleshooting issues. They provide a comprehensive record of user and system Actions, including details of the time when the action occurred and information about the administrator who performed the action.

Sync History
Sync history provides a detailed record of data synchronization activities, making it easy for the administrators to track the status of each data sync. The sync operations are color-coded for immediate recognition. Successful data syncs are indicated in green, and failed data syncs are marked in red with the reasons for failure along with the necessary action to be taken.
Import Rollback 
Automated imports can sometimes have errors and inconsistencies in data, and this can affect the data quality and the results. The import rollback capability reverts the current data import version to its previous version without affecting the existing data flow and analysis, ensuring data integrity.
Unified Metrics
Workspace will have data imported from varied sources, and each data source or table will have different metrics (aggregates) computed for analysis. A unified metrics consolidates all the metrics used across the workspace, helps in standardization, promotes usage, and avoids duplication.
Data Bucketing
Categorize or group data points easily with the Bucket Columns options in Zoho Analytics. (Until now, users had to write formulas to achieve this; now, it is available as an inbuilt option.) Bucketing reduces the number of distinct values (cardinality). It facilitates the transformation of numerical data into different categorical bins and makes data analysis easier.
2. Visual Analytics
Zoho Analytics supports 7+ new chart types (on top of 50+ existing ones) with extensive customization options to enhance the presentation and interpretation of the data.
- Sankey charts are best suited for visualizing the flow of any process, as they clearly capture the movement of data from one point to another. It helps understand the movement of events through interconnected lines.
- Racing charts are animated views that are best suited for visualizing the changes in the data over a period of time where the relative ranking of categories is important. They highlight and help comprehend the fluctuations and progression in the data. These types of charts grab the user's attention instantly, providing an immersive experience and helping craft a compelling story about the data.
- Spark lines are compact charts that show the trends and variations in the data without taking up much space. They are widely used alongside pivot tables and help grasp trends and allow quick comparison of metrics across different fields. Zoho Analytics supports three variations that includes line chart, area chart, and bar chart.
- Geo Map Layering, add multiple data layers to the geo map to visualize various dimensions of information. This feature includes interactive options for enhanced data exploration.
- Sunburst charts represent hierarchical data through a series of rings, or concentric circles. Each ring corresponds to a level in the hierarchy. The central or innermost circle represents the root node, or the top-level category. Moving outwards, each subsequent ring represents a subcategory, where the outermost ring is the leaf node. The size of each arc in the ring is proportional to the value of the data.
- Conversion bar charts show the connected stages of a process and the gradual decrease in data as it moves through different stages of the process. Each stage is represented by a bar, with a step or stair case pattern indicating the shift in values (along with conversion percentage) at each stage.
- Tree Map is a visualization composed of differently-sized rectangles that represent your data values. This is beneficial when you want to depict the part to whole relationship among various categories.

Zia Suggestions
Now, with the new Zia Suggestions, you can effortlessly receive insightful chart recommendations while you are in the creation process. Zia suggests a variety of charts suggestions tailored to your data, allowing you to preview and apply them seamlessly with just a click.

Global User Filter in Dashboards
You can now have a common user filter across all tabs in the dashboard. Global user filter gets applied across all reports in all tabs of the dashboard.
3. Advanced Data Analytics
Zoho Analytics now supports two more advanced data analytics methods: Anomaly Detection and Cluster Analysis.
Anomaly Detection 
Anomaly detection helps you to flag outliers in your data or metrics easily. You can now create charts which highlight anomalous points visually for your attention and action. Zoho Analytics deploys robust ML algorithms and various statistical models for detecting outliers.
Cluster Analysis 
Cluster analysis groups similar data points together based on certain factors or conditions. Each cluster contains data points that are more similar to each other than to those in other clusters, reducing the complexity of the data. Zoho Analytics deploys K-means, K-modes and K-prototypes algorithms for clustering the data points.
Alerts Based on Threshold and Anomalies
Set data alerts based on thresholds and anomalies to ensure timely identification of vital change in the key business metrics and potential issues.
Ask Zia Bot in Microsoft Teams
Combine the generative AI capabilities of Zoho Analytics' Ask Zia with Microsoft Teams. Get answers to your data queries, access key business insights quickly, predict future trends, and build reports right from within Microsoft Teams with Ask Zia bot.
4. Build your ML Models with AutoML & Code Studio
Auto ML 
Automated machine learning provides a code-free (low-code/no-code) experience to train, verify, and build custom machine learning models with high efficiency. The simple and user-friendly design makes it possible for people with varied data-level expertise to create ML models easily for their custom needs.

Code Studio 
Python Code Studio enables you to build/import custom logic and ML models for your specific data preparation, transformation, enrichment, and analytical modeling needs.

5. Data Storytelling
BI Fabric
Create unified BI portals for your organization's business needs. Collate reports from other BI applications like Tableau and Power BI. Having a unified portal improves collaboration, promotes centralized accessibility, and makes it easy for C-level executives to make robust business decisions.
Visual Zia Insights
Zia Insights now provides visual narratives! Visuals help process information far more efficiently than lengthy text descriptions. These visuals facilitate multi-dimensional interpretations like comparison, contribution, distribution, trends and proportions.
Zia Insights -Multilingual Support
Zia Insights is now available in French and Spanish. Users can choose their preferred language when accessing Zia Insights for a specific report.
Export as PPT
Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.
6. More enhancements
Rank within Filters
Identify and analyze top and bottom performers across various dimensions. The rank-based ability helps find the top or bottom performers within and across individual groups without having to write complex formulas.
Date and String data types in Aggregate Formula
Zoho Analytics now supports the date and plain text as return data types in aggregate functions. This improvement proves immensely beneficial in scenarios such as cohort analysis, project milestone tracking, and various other use cases.
White Label CSS Customization
Elevate the visual appeal of your white labeled product and align it with your brand through the CSS customization feature. This latest addition to Zoho Analytics enables you to customize text, colors, and more on pages, tabs, selections, hover options, enhancing the overall look and feel.
Right to left User Interface
Zoho Analytics now supports a right to left user interface. This option is best suited for languages like Arabic and Hebrew that are read from right to left.
Security
At Zoho Analytics, ensuring data privacy and security remains our topmost priority. We have implemented additional measures to strengthen security through the following enhancements.
Zoho Directory
Zoho Analytics' integration with Zoho Directory allows administrators to handle identity and user access management with ease. You can now easily setup Single Sign-on, setup Active Directory sync, manage user access, etc.,with Zoho Directory.
Workspace Level IP Restriction
Configure workspace-level IP restrictions for enhanced security and to prevent unauthorized access. Previously, IP restrictions were available only at the account level.
Zoho Analytics Mobile App
The Zoho Analytics Mobile app has been upgraded as a native app, optimized for your specific device. This enhancement provides faster loading times, high-quality visuals, and advanced security features specific to your device's operating system to protect your data.
Email Schedule APIs
A new set of APIs are now available for managing your email schedules. These APIs enable you to create, update, trigger and delete email schedules easily.
Features in Private Beta
ChatGPT in Ask Zia
Ask Zia now integrates with ChatGPT assisting you to write complex queries and formulas for effective data analysis.
Diagnostic Analysis
Zia insights now supports diagnostic analysis helping you understand the root causes for a certain outcome.
Custom Connector
Zoho Analytics now enables you create your own integration with third party applications.
Try Zoho Analytics 6.0 Beta!
Do try out the new features and share your valuable feedback with us at
support@zohoanalytics.com. Your suggestions are crucial to helping us improve and serve you better.
Recent Topics
Task Details on task template
When creating a task template in settings that task details seem to be missing. Is it not possible to set the details of a task, such as the priority, type, reminder settings, and custom field values?
Building Toppings #3 -Testing and publishing Bigin toppings
Hey Biginners! In previous forum posts, we discussed what a Bigin topping is and explored the Bigin Developer Console's features. In this post, we're going to create a topping from scratch and discuss how to test and publish it. Our topping will automate
markdown files?
How can I import a markdown file into a note?
Mail to Zoho Notebook
In the Instuctiosn I faound as email add@notebook.app In my account I see add@eu.notebook.app What is correct please
Auto-Invite Users to Portals in Zoho CRM based on Conditions
Hello Everyone, You can now automate portal invitations in Zoho CRM with the new Auto-Invite users feature in Portal management. No more manually enabling portal access one by one. With this enhancement, you can automatically send invites for users to
Growth You can Count On: Zoho Billing's 2025 Journey
As we wrap up 2025, we’re reflecting on a year rooted in steady progress and meaningful growth for Zoho Billing. Every enhancement we have introduced was built to support scalable and reliable billing growth for your business. From launching the Enterprise
Automating Employee Birthday Notifications in Zoho Cliq
Have you ever missed a birthday and felt like the office Grinch? Fear not, the Cliq Developer Platform has got your back! With Zoho Cliq's Schedulers, you can be the office party-cipant who never forgets a single cake, balloon, or awkward rendition of
Need help with creating workflow with Bigin and Clickup
Can you please help me with this? I am trying to create a workflow in Zoho Flow wherein a bigin Pipeline deal moves to Decision Closing, it will create a task and subtasks in Clickup, under the condition/filter that the Deal name contains the word Social
[Webinar] Automate generation of wills, trusts, POAs, and other estate planning documents with Zoho Writer
Managing the lifecycle of the estate planning documents such as wills, trusts, and POAs, from client intake to final storage, can be complex and time-consuming. Join our live webinar to learn how Zoho Writer transforms this process by automating document
Create / Update Rule in TeamInbox when record is updated in ZohoCRM using flow?
I'm currently evaluating options and trying to work out if the possible scenario is possible; If a record in ZohoCRM is updated, take 2 of the fields from that - lets call them 'OrderRef' and 'OrderTo'. Using flow, if a record is added or updated, add
Plans to allow more columns of monitoring, and monitoring not only your own channels?
Are their any plans to allow more columns of monitoring, and monitoring not only your own channels? Here's why - I'm sure I'm not alone in that we sell other brands products, so not only am I interested in my own brand social channels, but also the social
Unwrapping the best practices for the Zoho Desk mobile app: Part 1
In focus: Empowering the field and frontline customer support representatives Imagine having to carry your computer everywhere to respond to customers, handle escalations, and update your process. This series presents you with efficient tips to handle
dealing with post dated cheques
Hi, can you help me please the best way to deal with this We sell an item of three months duration that is paid for with post dated cheques in monthly stages example - item is sold £3000 Cheque 1 is for £1000 due at time of sale (say Sept) cheque 2 is dated 25th of next month (Oct) cheque 3 is dated 25th of next month +1 (Nov) Now, with invoice number one it's simple - i send a standard invoice as usual But with the other two here's what i want zoho to do next month i want it to send an invoice on
Is there a way to sell in a practical method multiple subscriptions of the same product? i.e. domain names
In evaluating Zoho Billing, a hurdle to adopting it is that Zoho Billing does not seem designed to support businesses that sell multiple subscriptions of the same product. In our case, we need to sell and manage several domain names per client. Am I right
Paid Support Plans with Automated Billing
We (like many others, I'm sure) are designing or have paid support plans. Our design involves a given number of support hours in each plan. Here are my questions: 1) Are there any plans to add time-based plans in the Zoho Desk Support Plans feature? The
Bug Report: "Name A-Z" sorting fails when Note titles start with an Emoji
Hello, I recently migrated from Evernote (~2600 notes across 23 notebooks). I use emojis at the start of my note titles for visual organization. The Issue: When I set the view to Sort by: Name (A to Z), the sorting logic breaks for any note starting with
Copy & Paste not working
I could create and save 10 new documents but when I go to copy and paste content (just text) into them, only 1 of 10 would save the content. It would appear to save the content but when I go back into the documents, they are empty.
editing/applying online payments
We have customers who pay part or all of an invoice and then cancel their service and want the payment as a credit to future work. It would be ideal if we could make it an excess payment and then void the invoice. I can't make it an excess payment because
Contacts per department
Hello, Is it possible to limit Contacts to a Department? Thanks
This site can’t be reached mail.zoho.com took too long to respond
In my office at any system, we couldnt able to login zoho email. it shows " This site can’t be reached mail.zoho.com took too long to respond". please fix it soon.
Can send email from zoho mail, but can't receive any.
Hi, My domain is sattvameditationresort.com. I've updated MX records with those of Zoho. But i can't send any mails to this email id from gmail. I have checked the MX status with MXTOOLS, its showing the correct entry either. The error is as shown below:
My domain did not activate
Hi, my domain (apsaindustrial.com.ar) did not activate, and the phone verification message never arrived. Please would you solve this problem? Thanks.
Host not found?
Howdy! So i'm trying to add my custom domain for with the mail server. I have 100% control of my DNS and have tried every single option (TXT, CNAME, and even HTML) multiple times, ensuring i did it properly, to no luck. I get the same error message every
Emails are going to notification folder and not in inbox
emails are going to notification folder and not into inbox
Error AS101 when adding new email alias
Hi, I am trying to add apple@(mydomain).com The error AS101 is shown while I try to add the alias.
Report on opportunities showing only the last note added.
Hi I need to create a report that shows the most recent note added to each opportunity. This is so management can see what the latest update is according to the assigned salesperson. One workaround is to use the status field but this implies added manual work and mistakes as the salesperson would have to copy the existing status to a note before adding the latest status... otherwise the activity history would be lost. My current workaround is a report on Notes with Opportunities as the related module.
Please add Zelle as an online payment option
Hello, I would like to request Zelle be added to the online payment service providers for Zoho Invoice. Considering how ubiquitous Zelle has become as a way to pay people via the major banking institutions, I feel like many freelancers would benefit from
This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details
Hello, Just signed up to ZOHO on a friend's recommendation. Got the TXT part (verified my domain), but whenever I try to add ANY user, I get the error: This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details I have emailed as well and writing here as well because when I searched, I saw many people faced the same issue and instead of email, they got a faster response here. My domain is: raisingreaderspk . com Hope this can be resolved. Thank you
Getting Project Template List using the REST API
I am trying to confirm that I can use the REST API to create a project using a project template. The API documentation indicates this is possible by providing the Template ID, but it is not clear at all how to get a list of available Project Templates
How to display the CONTACT ID in the Contact page
Hi, I've seen this conversation below and it is exactly the same question I'm raising now, but unfortunately the last message is not solved https://help.zoho.com/portal/community/topic/show-contact-id-while-editing-contact-form I need to show the ContactId and I don't know how to do this. The last message included in the conversaton shows the way but not it is not completed. "I am sorry by default we do not have the option to show the record ID for the contacts in the field in a record. When you
How to change margins in templates
Hi, I'm new to Zoho Campaigns, and am trying to figure out how to adjust the margins within an email template. The default margins make the text go all the way to the edges of the page. Please advise.
Create Canvas list view templates from images powered by Zia
Currently available for all paid editions of Zoho CRM in the US, EU, IN, JP & CN DCs. Designing a personalized CRM interface just got even easier. In today’s fast-evolving digital landscape, AI is transforming the way we work by automating complex tasks
Painfully Slow Zoho mail
Since yesterday Zoho Mail seems to have starting functioning very slowly and having a few bugs. It's slow to open mails, slow to send, slow to change between email accounts. Sometimes clicking on a particular folder (eg Sent folder) stops working and
"Wrong password or login" Problem to configure Zoho on MAIL App on my Macbook
Hi, I'm having problems to configure my e-mail on my MAIL App(Macbook pro). My e-mail is hari@trespontoum.net Actually was working perfectly, and still working on my Iphone. My MAIL App prompt me that my login or password is wrong. I tried to change 3
"User already exist in your org"
Hello, I've just read a discussion about this issue, which didn't solve my problem. I'm trying to add the following emails: sales@kiss-my-boutique.co.uk returns@kiss-my-boutique.co.uk orders@kiss-my-boutique.co.uk I'm getting an error message each time I try and add them. None of them are primary or secondary emails and none of them have been created as users before. I know this as when I try and login and do 'forgot my password' all I get is an error message saying 'user invalid'. Please advise.
Operation Not Permitted
Hi, I have problem in adding user after verifying the domain but it seems like error appeared which is "operation not permitted". For your information, I had delete other domain before did it.
Email forwarding setup fails
I'm trying to set up email forwarding from my Zoho email to my gmail address. I followed the directions to set up email forwarding here: https://www.zoho.com/mail/help/email-forwarding.html. I did only steps 1-6. After doing this, rather than setting
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
Shopify store email issues- Not getting emails
Hi We have migrated from Microsoft outlook to Zoho back in March, we have a shopify store, the domain is hosted on namesilo, not shopify, I have seen some people here complaining about not getting emails from customers who fill out the contact form on
How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.
How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.
Next Page