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

    • 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
    • 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:
    • 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

    • BARCODE PICKLIST

      Hello! Does anyone know how the Picklist module works? I tried scanning the barcode using the UPC and EAN codes I added to the item, but it doesn’t work. Which barcode format does this module use for scanning?
    • Zoho Inventory - Allow Update of Marketplace Generated Sales Orders via API

      Hi Inventory Team, I was recently asked by a client to create an automation which updated a Zoho Inventory Sales Order if a Shopify Order was updated. I have created the script but I found that the request is blocked as the Sales Order was generated by
    • How do I create an update to the Cost Price from landed costs?

      Hi fellow Zoho Inventory battlers, I am new to Zoho inventory and was completely baffled to find that the cost price of products does not update when a new purchase order is received. The cost price is just made up numbers I start with when the product
    • Manage control over Microsoft Office 365 integrations with profile-based sync permissions

      Greetings all, Previously, all users in Zoho CRM had access to enable Microsoft integrations (Calendar, Contacts, and Tasks) in their accounts, regardless of their profile type. Users with administrator profiles can now manage profile-based permissions
    • Zoho OAuth Connector Deprecation and Its Impact on Zoho Desk

      Hello everyone, Zoho believes in continuously refining its integrations to uphold the highest standards of security, reliability, and compliance. As part of this ongoing improvement, the Zoho OAuth default connector will be deprecated for all Zoho services
    • VoC in Zoho CRM is now data savvy: Explore response drilldown, summary components and participation in CRM criteria

      VoC has all the goods when it comes to customer intelligence—which is why we're constantly enhancing it. We recently added the following: A customer drilldown component that shows you the list of prospects and customers behind a chart's attribute Expanded
    • How do I bulk archive my projects in ZOHO projects

      Hi, I want to archive 50 Projects in one go. Can you please help me out , How can I do this? Thanks kapil
    • Error 0x800CCC0F Outlook

      Hello, i cannot send or receive email in outlook. can you please help. 'Sending' reported error (0x800CCC0F) : 'The connection to the server was interrupted. If this problem continues, contact your server administrator or Internet service provider (ISP).'
    • 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
    • Can I add Conditional merge tags on my Templates?

      Hi I was wondering if I can use Conditional Mail Merge tags inside my Email templates/Quotes etc within the CRM? In spanish and in our business we use gender and academic degree salutations , ie: Dr., Dra., Sr., Srta., so the beginning of an email / letter
    • Zoho vault instal on windows

      I am trying to use Zoho Vault Desktop for Windows, but I am unable to complete the sign-in process. Problem description After logging in to my Zoho account and clicking Accept on the authorization page, nothing happens. The application does not proceed
    • Zoho Browser??

      hai guys, this sounds awkward but can v get a ZOHO BROWSER same as zoho writer, etc. where i can browse websites @ home and continue browsing the same websites @ my office, as v have the option in Firefox, once i save and close the browser and again when i open it i will be getting the same sites. If u people r not clear with my explanation, plz let me know. Thanks, Sandeep  
    • Let’s Talk Recruit: LinkedIn Cheatsheet

      Welcome to the first edition of Let’s Talk Recruit for 2026. We are kicking off the year by revisiting one of the most asked about topics in Zoho Recruit. How our LinkedIn integrations actually work and how recruiters can get the most value from them.
    • Zoho Forms API

      Is there any way to get all form entry list using API? Looking forward to hear from you
    • Creating a Chart from a Report

      In Zoho Analytics, is it possible to create a chart from a Pivot View report? We are looking to use Zoho Analytics to replace Excel for Sales reports and would like to be able to show both the table and the chart together.
    • Ability to Set Client Name During Portal Invitation

      Hi Zoho Team, We would like to suggest an important enhancement to the Zoho Creator Client Portal functionality. Zoho Creator recently introduced the option to set a client’s display name in the Client Portal settings, which is very helpful for creating
    • Move email between inboxes?

      Is it possible to move emails from one team inbox to another? We would like to be able to have a single "catch-all" inbox for incoming requests, and then move the email to the appropriate department inbox. I was hoping we would be able to accomplish this
    • PDF Attachment Option for Service Reports

      Hello Team, I would like to check with you all if there is an option to attach PDF documents to the service reports. When I try to attach a file, the system only allows the following formats: JPEG, JPG, and PNG. Could you please confirm whether PDF attachments
    • 【Zoho CRM】データ一覧画面でのメモのバッジ機能リリースのお知らせ

      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。2026年度もゾーホーユーザーコミュニティをどうぞよろしくお願いいたします! 今回は「Zoho CRM アップデート情報」の中から、新機能のデータ一覧画面でのメモのバッジ機能をご紹介します。 目次 概要 メモのバッジ機能について メモの作成について メモに関する様々な処理について 最近追加したメモについて メモのバッジの非表示について クライアントスクリプトの対応 概要  メモのバッジ機能について 既存の活動バッジに加えて、すべてのタブのデータ一覧表示画面に、各データごとに利用できる「メモのバッジ」(キャプチャ内の赤枠部分)が新たに導入されました。
    • is it possible to add more than one Whatsapp Phone Number to be integrated to Zoho CRM?

      so I have successfully added one Whatsapp number like this from this User Interface it seems I can't add a new Whatsapp Number. I need to add a new Whatsapp Number so I can control the lead assignment if a chat sent to Whatsapp Phone Number 1 then assign
    • Can’t find fsm in zoho one

      Every other app is available to me in Zoho one except fsm
    • Posibility to add Emoticons on the Email Subject of Templates

      Hi I´ve tried to add Emoticons on the Subject line of Email templates, the emoticon image does show up before saving the template or if I add the Emoticon while sending an Individual email and placing it manually on the subject line. Emoticons also show
    • Task Deletion Restriction & Strict Stage Control

      Hello Zoho Community, We have the following two issues currently pending and under testing, for which we require a workable and reliable solution: 1. Task Deletion Restriction We are testing ways to ensure that staff users are not able to delete tasks
    • Unable to mass update a picklist field

      Hello, I have the records within our Accounts module divided between two account types: Parent Accounts & Member Accounts. I am attempting to mass update accounts from one picklist value to the other (within other specific criteria in our custom fields)
    • Process checklist in CRM

      Hi We've created a new sales process that I'm mapping into the CRM - issue I have is that some of the tasks / milestones I would like to capture require very simple tick box responses but there are quite a few under a variety of sub categories so I don't
    • CRM project association via deluge

      I have created a workflow in my Zoho CRM for closing a deal. Part of this workflow leverages a deluge script to create a project for our delivery team. Creating the project works great however, after or during the project creation, I would like to associate
    • Holidays - Cannot Enter Two Holidays on Same Day

      I have a fairly common setup, where part-time employees receive 1/2 day's pay on a holiday and full-time employees receive a full day's pay. Historically, I've been able to accommodate this by entering two separate holidays, one that covers full-time
    • Where is the settings option in zoho writer?

      hi, my zoho writer on windows has menu fonts too large. where do i find the settings to change this option? my screen resolution is correct and other apps/softwares in windows have no issues. regards
    • File emails in Shared email folder

      Hi, I am unable to allow users to collaborate in Shared email folders: User 1 shares a folder let's say "SharedTopic" with full permissions Users 2 and 3 can see this folder but are unable to add emails to this folder or search in this folder. For example,
    • How create a draft via workflow?

      I wish to create a workflow rule for specific emails that creates a draft response - not an automatic email reply, but just a draft with a set response ready to be verified by an agent who can then manually select recipients. Alternatively, the workflow
    • This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details

      Hi Team, when I,m trying to create a email account (imagixmidia.com.br) it's showing this error >>  This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details plz help me  thanks
    • How to manage task lists in Zoho Desk?

      Hello, I use Zoho Desk for IT customer support. I have a list of standard operating procedures (SOPs), including SOPs for onboarding new users, offboarding users, losing a device, etc. These are lists of tasks to be performed depending on the situation.
    • Zoho → ShipStation Integration – Sales Order–Driven Fulfilment Workflow

      Hello All, I’m reaching out to explore the best way to integrate a shipping tool into our inventory which will speed our process up. We are looking to integrate ShipStation into our existing order-to-fulfilment workflow, as we’re keen to standardise on
    • Business Day Logic Update: More Accurate Scheduling for Your Workflows

      Hello everyone, We’re improving how business-day calculations work in workflows, especially when triggers happen on weekends. This update ensures that offsets like +0, +1, and +2 business days behave exactly as intended, giving you clearer and more predictable
    • 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
    • Default Tagging on API-generated Transactions

      If one assigns tags to an Item or Customer, those tags get auto-populated in each line item of an Invoice or Sales Order when one creates those documents. However, if one creates the Sales Order or Invoice via the API (either directly coding or using
    • User

      If user is already part of manage engine endpoint central , what hapens when i try to add them to another Zoho org / directory? Are these users added as external users?
    • Adding a new section to the related details sidebar when creating a new ticket.

      Hello, I was wondering if you can add a new section to the related details sidebar when creating a new ticket. I was wanting to have it to where it also shows the account information related to the contact chosen as well. This is the section I am referring
    • Displaying only unread tickets in ticket view

      Hello, I was wondering if someone might be able to help me with this one. We use filters to display our ticket list, typically using a saved filter which displays the tickets which are overdue or due today. What I'd really like is another filter that
    • How to compare a subform lookup field that allows multiple entries when edited

      I have a form with a subform with multiple fields. One of the fields is a lookup field that allows a multi select. On edit validation, I want a workflow to execute only when the entries in that subform field has changed. The old. function is not working
    • Next Page