Visualize Charts Using Groupby and Aggregate functions

Visualize Charts Using Groupby and Aggregate functions

Hello!
 
Have you been using tables to present data in mail merged documents? If so, it maybe time to try a more interesting alternative. Charts help you present data in an exciting way, and make it easy to highlight specific aspects of your data.
 
With Writer, adding charts to mail merged documents is simple. Easily create and edit charts to meet your needs using different chart types, built-in aggregation functions, and chart customization options.
 

 

Aggregation in charts / Aggregate functions in charts
Pull data from your data source and choose an aggregate function to present it within your document. Writer offers Count, Count Distinct, Sum, Average, Min, Max, and Median functions to process your data however you need.

 

1. Numerical data aggregation
Data comprised entirely of numbers (such as the number of cars sold by a company) is numerical data. Compared with raw or individual data (like a list of all cars sold), aggregated data (such as the number of a specific type of car sold every month) is more useful. Writer helps you instantly aggregate data with built-in chart functions.



Writer's charts support the following aggregate functions: Count, Count Distinct, Sum, Average, Min, Max, and Median. For example, you can apply the Count function to the monthly sales data to get the number of cars sold per month. Similarly, the Average function will show the average number of sales per month. Click here to learn what each aggregation function does.

Aggregated data helps reveal patterns, and charts make the patterns easy to understand. In the case of our example, a chart provides an overview of the car company's monthly sales performance.

2. Non-numerical data aggregation
Any data without numbers (such as yes/no answers, or answers to open-ended questions) is non-numerical data. Let's say a fast food restaurant wants to add ice cream to its menu. It can run a survey among its customers asking for their favorite ice cream flavors. From there, it can use Writer to aggregate the responses, and present them in the form of a pie chart to easily understand customers' preferences.
 

 

3. Group By and Aggregate
For detailed analysis and insights, you may choose to split data into separate groups before aggregating them. For example, in addition to the total number of cars sold in a month, you might also want to know the number of hatchbacks, sedans, and coupes sold in a month. With Writer's Group By function in charts, segregating raw data into different groups and then aggregating them becomes simpler.

 



Advanced chart tools
Make your data visually appealing and easy to understand. After choosing a chart type, use various customization options, such as colors, wrap style, margins, position of legends and data labels, and font sizes.


That's all for now! Tryout Writer's charts, advanced chart tools, and aggregate functions in mail merge, and let us know what you think.

Need any help working with charts? Write to us at support@zohowriter.com or simply leave a comment.

Happy writing!

    • Sticky Posts

    • Easily perform calculations using dates with the new DATEDIF function

      Hey Zoho Writer users! We've enhanced Zoho Writer's formula capabilities with the new DATEDIF function. This allows you to calculate the difference between dates in days, months, and years. Function syntax: =DATEDIF(start_date, end_date, unit) Inputs:

    • Zoho Writer's WordPress extensions

      Hey Zoho Writer users! Say goodbye to all your WordPress content publishing woes with Zoho Writer's WordPress extensions. Publish content with all your formatting and images, republish content when you update a document, and more—from a single window

    • Date-based conditions and filters

      Configure conditions with date  Hi everyone! We are excited to announce that you can now compare and filter data with date-based conditions. This update lets you compare date fields in a document to a reference date and display a text or value if the

    • Introducing group by, aggregation, and repeating regions in mail merge templates

      Display data exactly the way you want and highlight key insights with Zoho Writer's enhanced merge templates. We've supercharged Zoho Writer's merge templates with the capability to dynamically group, aggregate, and repeat data as blocks. You can now

    • Say hello to an improved way to merge documents!

      Automating all your documents from start to finish is now easier than ever with Writer's new merge tools.   If you haven't seen it yet, you can read the main announcement here. Here is the full list of the features we've rolled out: 1. Dynamic Table Headers

    • Recent Topics

    • Proactive Alert for Existing Open Tickets per Contact / Account

      Hello Zoho Desk Team, Greetings, and hope you’re doing well. We would like to submit a feature request aimed at improving agent awareness and efficiency when handling tickets in Zoho Desk. Use case When an agent opens a ticket (new or existing), it is

    • Add the ability to Hide Pages in Page Rules

      Hi, We have Field Rules to show and hide fields and we have page Rules, but we can't hide a page in Page Rules so it isn't completed before the previous page (And then have the Deny Rules to prevent submitting without both pages completed), we can only

    • Ticket resolution field - can you add links, video, and images?

      Seems like the ticket resolution fields is just a text field. Any plans to add the ability to add links, images...the same functionality in the problem description box? I would like to send the customer a link to a KB article, a link to our Wiki, embed

    • Ticket Resolution - Add rich formatting, screenshots and attachments

      The resolution field only allows plain text at the moment. Many of our resolutions involve posting screenshots as evidence, it would be great for us to be able to have rich text formatting, be able to paste screenshots and add attachments in the solution

    • Deprecation Notice: OpenAI Assistants API will be shut down on August 26, 2026

      I recieved this email from openAI what does it means for us that are using the integration and what should we do? Earlier this year, we shared our plan to deprecate the Assistants API once the Responses API reached feature parity. With the launch of Conversations,

    • CRUD actions for Resources via API

      Hello, is it possible to perform CRUD actions through the API for Resources? We want to create a sync from Zoho CRM Car record to Bookings resources to create availabilities for Car bookings. For Test drives, not only the sales person needs to be available,

    • Kaizen #140 - Integrating Blog feed scraping service into Zoho CRM Dashboard

      Howdy Tech Wizards! Welcome to a fresh week of kaizen. This week, we will look at how to create a dashboard widget that displays the most recent blog post of your preferred products/services, updated daily at a specific time. We will leverage the potential

    • Convert Lead Automation Trigger

      Currently, there is only a convert lead action available in workflow rules and blueprints. Also, there is a Convert Lead button available but it doesn't trigger any automations. Once the lead is converted to a Contact/Account the dataset that can be fetched

    • I'm getting this error when I try to link an email to a deal inside the Zohomail Zoho CRM extension.

      When I click "Yes, associate," the system displays an "Oops!! Something went wrong" error message. I have attached a screenshot of the issue for reference.

    • Zoho Sheet - Desktop App or Offline

      Since Zoho Docs is now available as a desktop app and offline, when is a realistic ETA for Sheet to have the same functionality?I am surprised this was not laucned at the same time as Docs.

    • ZOHO add-in issue

      I cannot connect ZOHO from my Outlook. I am getting this error.

    • Marketing Automation

      L.S. Marketing Automation is and has always been part of the Zoho One bundle - according to the information provided on the Zoho Website. Why when I open Marketing Automation do I get the following message?: "Your trial has expired. We hope you enjoyed

    • What's New in Zoho Analytics - January 2026

      Hello Users! We are starting the year with a strong lineup of updates, marking the beginning of many improvements planned to enhance your analytics experience. Explore the latest improvements built to boost performance, simplify analysis, and help you

    • Translation from Chinese (Simplified) to Chinese (Traditional) is not working. It randomly translated. Google Translate accurately but zoho translate is not working at all

      Hi friends, The newly added language for translation. https://www.zoho.com/deluge/help/ai-tasks/translate.html "zh" - Chinese "zh-CN" - Chinese (Simplified) "zh-TW" - Chinese (Traditional) my original text: 郑这钻 (and it is zh-CN) translated traditional

    • The Social Playbook - January edition: Getting started with content creation

      Social media isn’t just about posting some random content. It’s about why certain content works, how brands stand out, and what makes people pause mid-scroll. The Social Playbook is a monthly community series where we break all of that down. Through real

    • Support for Custom Fonts in Zoho Recruit Career Site and Candidate Portal

      Dear Zoho Recruit Team, I hope you're doing well. We would like to request the ability to use custom fonts in the Zoho Recruit Career Site and Candidate Portal. Currently only the default fonts (Roboto, Lato, and Montserrat) are available. While these

    • Adding bank details to the contact through API

      How to add bank-related information to the contact while creating it using API? The account number needs to be encrypted before sending it through API but not sure how to encrypt and get those values. Please guide me in this.

    • Font breakage in Zoho Mail Desktop Lite application for Mac

      Dear Zoho Mail and Workplace Community, With the latest update of macOS Sequoia and macOS Tahoe, there has been font breakages in the email preview of Zoho Mail Desktop Lite application for Mac. This breakage is due to the corruption of the System fonts

    • Feature request - image resizing on sales orders

      I need to be able to show the items on the sales orders, currently the item image shows really small and no way to resize it, need the ability to make the image larger to showcase the product on the pdfs

    • Nueva edición de "Ask The Expert" en Español Zoho Community

      ¡Hola Comunidad! ¿Te gustaría obtener respuestas en directo sobre Zoho CRM, Zoho Desk u otra solución dentro de nuestro paquete de CX (Experiencia del Cliente? Uno de nuestros expertos estará disponible para responder a todas tus preguntas durante nuestra

    • Automation Series: Auto-Notify External Users on Issue Closure

      Hello Folks! In Zoho Projects, you can notify external issue reporters via email when an issue is marked as Closed. This helps the users avoid manual follow-ups and keeps the reporter updated. In this post, we’ll walk through a simple setup using a Web

    • Turn chat conversations into real action with Integration Blocks in Guided Conversations

      When a Guided Conversation fails, it's usually not because the logic is wrong. They fail because the conversation stops moving. A customer starts a chat with a clear goal: report an issue, check a status, or confirm something. At first, the flow does

    • Basic Mass Update deluge schedule not working

      I'm trying to create a schedule that will 'reset' a single field to 0 every morning - so that another schedule can repopulate with the day's calculation. I thought this would be fairly simple but I can't work out why this is failing : 1) I'm based in

    • click to call feature

      I've Zoho CRM and in that i want click to call feature.

    • We Asked, Zoho Delivered: The New Early Access Program is Here

      For years, the Zoho Creator community has requested a more transparent and participatory approach to beta testing and feature previews. Today, I'm thrilled to highlight that Zoho has delivered exactly what we asked for with the launch of the Early Access

    • From Zoho CRM to Paper : Design & Print Data Directly using Canvas Print View

      Hello Everyone, We are excited to announce a new addition to your Canvas in Zoho CRM - Print View. Canvas print view helps you transform your custom CRM layouts into print-ready documents, so you can bring your digital data to the physical world with

    • Can the Product Image on the Quote Template be enlarged

      Hello, I am editing the Quote Template and added ${Products.Product Image} to the line item and the image comes up but it is very tiny. Is there anyway that you can resize this to be larger? Any help would be great! Thanks

    • Creating Parent Child relationship in Accounts

      We have customers with multiple locations, I setup the HQ as an account, then I setup the different sites marking the HQ as the parent to that location. If I then do a Deal for one of the locations, is there a way to show by looking at the parent account

    • Learner transcript Challenges.

      Currently i am working on a Learner Transcript app for my employer using Zoho Creator. The app is expected to accept assessment inputs from tutors, go through an approval process and upon call up, displays all assessments associated with a learner in

    • Client and Vendor Portal

      Some clients like keeping tabs on the developments and hence would like to be notified of the progress. Continuous updates can be tedious and time-consuming. Zoho Sprints has now introduced a Client and Vendor Portal where you can add client users and

    • need a packing list feature

      In our business, goods listed on an invoice are packed in separate boxes and shipped off. for e.g. an invoice may have 10 items. each item could then be packed in different boxes depending on qty of each item. this packing list is as important as the invoice for purposes of shipping documents.  Request you to add this feature asap.

    • Recording the deducted TDS on advance received from Customer (Zoho Books India)

      Hi, How can we record the tds that has been deducted by my customer for the advance that he has paid to me. 1) My customer has paid Rs 10000 to me as advance (Rs 9800 as cash and deducted Rs 200 as TDS). I am not able to record the tds that has been deducted

    • #7 Tip of the week: Delegating approvals in Zoho People

      With Zoho People, absences need not keep employees waiting with their approval requests. When you are not available at work, you can delegate approvals that come your way to your fellow workmate and let them take care of your approvals temporarily. Learn more!

    • Admin Tip: Manage sub-domain emails using sub-domain stripping

      As an admin, you may need separate domains for different departments such as sales, support, and marketing. While this approach offers flexibility, creating and managing multiple domains can quickly become overwhelming, especially since each domain requires

    • Quick Copy Column Name

      Please add the ability to quickly copy the name of a column in a Table or Query View. When you right-click the column there should be an option to copy the name, or if you left-click the column and use the Ctrl+C keyboard shortcut it should copy the

    • Ability to Edit YouTube Video Title, Description & Thumbnail After Publishing

      Hi Zoho Social Team, How are you? We would like to request an enhancement to Zoho Social that enables users to edit YouTube video details after the video has already been published. Your team confirmed that while Zoho Social currently allows editing the

    • How do I remove a data source from Zoho Analytics?

      I am unable to find a delte option on a datasource that i put in the system as an error. On teh web it refers to a setup icon but I do not see that on my interface?

    • Add Employee Availability Functionality to Zoho People Shift Module

      Hello Zoho People Product Team, Greetings and hope you are doing well. We would like to submit a feature request to enhance the Zoho People Shift module by adding employee availability management, similar to the functionality available in Zoho Shifts.

    • Bigin, more powerful than ever on iOS 26, iPadOS 26, macOS Tahoe, and watchOS 26.

      Hot on the heels of Apple’s latest OS updates, we’ve rolled out several enhancements and features designed to help you get the most from your Apple devices. Enjoy a refined user experience with smoother navigation and a more content-focused Liquid Glass

    • Delay in rendering Zoho Recruit - Careers in the ZappyWorks

      I click on the Careers link (https://zappyworks.zohorecruit.com/jobs/Careers) on the ZappyWorks website expecting to see the job openings. The site redirects me to Zoho Recruit, but after the redirect, the page just stays blank for several seconds. I'm

    • Next Page