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

    • Default/Private Departments in Zoho Desk

      1) How does one configure a department to be private? 2) Also, how does one change the default department? 1) On the list of my company's Zoho Departments, I see that we have a default department, but I am unable to choose which department should be default. 2) From the Zoho documentation I see that in order to create a private department, one should uncheck "Display in customer portal" on the Add Department screen. However, is there a way to change this setting after the department has been created?

    • Show unsubscribed contacts ?

      Hello, I would like to display the unsubscribed contacts. Unfortunately, I do not have this subscription type as described in the documentation (https://help.zoho.com/portal/en/kb/marketing-automation-2-0/user-guide/contacts/contact-management/articles/subscription-type-24-1-2024#Subscription_Type_field.)

    • What's New in Zoho Inventory | Q2 2025

      Hello Customers, The second quarter have been exciting months for Zoho Inventory! We’ve introduced impactful new features and enhancements to help you manage inventory operations with even greater precision and control. While we have many more exciting

    • "Spreadsheet Mode" for Fast Bulk Edits

      One of the challenges with using Zoho Inventory is when bulk edits need to be done via the UI, and each value that needs to be changed is different. A very common use case here is price changes. Often, a price increase will need to be implemented, and

    • Cloning Item With Images Or The Option With Images

      Hello, when I clone an item, I expect the images to carry over to the cloned item, however this is not the case in Inventory. Please make it possible for the images to get cloned or at least can we get a pop up asking if we want to clone the images as

    • ZOHO BOOKS - RECEIVING MORE ITEMS THAN ORDERED

      Hello, When trying to enter a vendor's bill that contains items with bigger quantity than ordered in the PO (it happens quite often) - The system would not let us save the bill and show this error: "Quantity recorded cannot be more than quantity ordered." 

    • Stock count by bin location

      Is there a configuration to make a stock count by bin or area and not by product. these is useful to manage count by area Regards

    • Server-based Appication API access for Social, Sites, Flow, Pages.

      Hello, I am trying to hook up API access for a number of apps and I have hit a wall trying to add these scopes to the API feed. We cannot find the correct way to list the scope for these Zoho apps; Social, Sites, Flow, Writer. Error on web-page comes

    • Zoho Survey – Page Skip Logic Not Working

      Hi everyone, I'm experiencing an issue with the page skip logic in Zoho Survey. Last week, it was working fine, and I haven’t changed anything in the settings. However, today the skip logic is not working at all. I also tried testing it with different

    • Zoho Survey: Bulk Exporting Raw Data (CSV/Excel) from 100+ Individual Survey Projects

      Hi Zoho Community, I am currently managing a 360-degree evaluation process that involves 100+ individual survey projects (one separate survey for each employee being evaluated). I need to download the raw response data (CSV or Excel) for all 100 surveys.

    • Brand Studio Projects in Analytics

      Hi All, Currently pulling my hair out over trying to link together some social media posts for a reporting dashboard in Analytics, so I thought I'd see if anyone on here had a solution. Our Marketing Team created a LinkedIn campaign in Zoho Brand Studio,

    • ERROR: Product type cannot be changed for Items having transactions.

      I have mistakenly added a product type as goods for an item that was a digital service. Now when HSN/SAC became mandatory, this brought my attention to this error I did. So I tried changing the product type but it displayed this error message Product

    • Combine and hide invoice lines

      In quickbooks we are able to create a invoice line that combines and hides invoices lines below. eg. Brochure design         $1000 (total of lines below, the client can see this line) Graphic Design           $600 (hidden but entered to reporting and

    • Introducing Built-in Telephony in Zoho Recruit

      We’re excited to introduce Built-in Telephony in Zoho Recruit, designed to make recruiter–candidate communication faster, simpler, and fully traceable. These capabilities help you reduce app switching, handle inbound calls efficiently, and keep every

    • Auto-publish job openings on my Zoho Recruit Careers Website

      I have developed a script using the Zoho Recruit API that successfully inserts new jobOpening records to my Zoho Recruit website, but my goal is to auto-publish to the Careers Website. The jobOpening field data shows two possible candidates to make this

    • [Free webinar] Custom domains for portals in Zoho Creator - Creator Tech Connect

      Hello everyone, We’re excited to invite you to another edition of the Creator Tech Connect webinar. About Creator Tech Connect The Creator Tech Connect series is a free monthly webinar featuring in-depth technical sessions designed for developers, administrators,

    • Remove my video

      Hi, How can I remove my video so that I don't have to see myself. It's weird so I always remove my own video from what I see but cannot find this feature here. Thanks!

    • Marking a meeting 'done'.

      I would like to somehow mark a meeting 'done' and placed under the contact's page rather than deleting it and having no record of it. Am I missing a button that does this?

    • Feature Request: Enable Custom PDF Layout Editor for All Modules (Including Package Slips)

      Hello Zoho Community and Product Team, I am writing to share a suggestion that would significantly enhance the customization capabilities within Zoho Books. We all appreciate the power of the Custom PDF Layouts (the "New" template engine) that allows

    • Cannot find zpuid for Zoho Projects user

      I'm using the Zoho Projects v3 API to create a task. The task is created successfully, but in order to assign the task owner, the "Create a Task" API also requires the zpuid of the task owner. Unfortunately I cannot find any user-related API calls that

    • Allocating inventory to specific SO's

      Is there a way that allocate inventory to a specific sales order? For example, let's say we have 90 items in stock. Customer 1 orders 100 items. This allocates all 90 items to their order, and they have a back order for the remaining 10 items which could

    • Incorrect Functioning of Time Logs API (Version 3)

      We need to fetch the list of time logs for each task for our company internal usage. We are trying to achieve it by using the next endpoint: https://projects.zoho.com/api-docs#bulk-time-logs#get-all-project-time-logs Firstly, in the documentation the

    • Partial payments for retainer invoices

      When a customer does not pay the entire retainer invoice there is no way to apply a partial payment. PLEASE add this function.

    • Can I export to PDF in Zoho Learn

      I have seen help pages where export to pdf options are available but I do not see that option available from the application. I see that exprt is available in my free trial version but that is only to html pages. I need to be able to export my manuals

    • Service line items

      Hello Latha, Could you please let me know the maximum number of service line items that can be added to a single work order? Thanks, Chethiya.

    • Sending emails via Books

      Anyone else getting similar problems recently ??..... Hi, Your message to the following recipient was not delivered. Please find the details below.  Bounce Details: Bounced Address : someone@google.com Bounce Reason : other ; Status : 5.0.0 (undefined status) ; Daignostic-Code : smtp;542 someone@google.com Rejected ; Bounced Time : Sep 05, 2017 06:37 PM BST Regards, Zoho Team The email addresses were fine only a few days ago but are now being rejected ?

    • PDF Generator Upgrade

      Hi Team, What will happen if I don't make any changes for existing template. Zoho just ask us upgrade but haven't tell the benefit. Zoho Corporation

    • No Need To Fix Something That Is Working

      Zoho Books is a great financial tool which helps businesses to become more efficient and productive with day-to-day operations. As such, every change, upgrade, improvement needs to be carefully thought before implemented in the software and I'm sure Zoho

    • Total 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 logged

    • Zoho Books (and other finance suite apps) - Retrospective Linking of Invoice and Sales Orders to Quotes.

      In some cases, Quotes and Invoies may be created sperately instead of using the convert feature. In this feature request I am asking for the Finance Suite team to consider adding a lookup field to reference the quote on Invoices and Sales Orders, or some

    • Bring real app analytics into Zoho Creator apps with Zoho Apptics

      We’re kicking off the year with a release we’ve been looking forward to for a long time. After being in the works for a while, Zoho Creator and Zoho Apptics are now officially integrated, bringing in-depth product analytics directly into the Zoho Creator

    • Early Access: Check Printing in Zoho Books

      Hello Everyone,   Are you constantly writing checks to pay your vendors?   We've got a great news to share with you! You can now pay your vendors by writing and printing a check directly from Zoho Books. The feature is ready and we'll be rolling it out to our customers in phases.  It is available in the  US Edition of Zoho Books and also in the Global edition, where the country is selected as USA and the currency is USD.   Here’s a summary of what’s possible:   1. Write and print a check. 2. Make

    • ZohoMail's outbound webhook sends incorrect folderId and messageId

      I used a webhook (outbound) from within ZohoMail to send message details when a new message arrives that meets specific criteria. I received this data correctly. Now I want to get the attachment from this email message. When I made an api call using folder

    • Use URL field to populate Image in a Email Template

      We have two records Record 1: Appointments (with a Lookup to Doctors module) Related Record 2: Doctors (with a URL field that is an image of the doctor) We would like to populate a CRM email template with the image of the URL field for the related doctor

    • Looking for Guidance on Building a Zoho Website

      I'm exploring the possibility of building a custom website with specific features using Zoho as an alternative platform. My goal is to create something similar to https://gtasandresapk.com , with the same kind of functionality and user experience. I'd

    • Ability to add VAT to Retainer Invoices

      Hello, I've had a telephone conversation a month ago with Dinesh on this topic and my request to allow for the addition of VAT on Retainer Invoices.  It's currently not possible to add VAT to Retainer Invoices and it was mutually agreed that there is absolutely no reason why there shouldn't be, especially as TAX LAW makes VAT mandatory on each invoice in Europe!   So basically, what i'm saying is that if you don't allow us to add VAT to Retainer Invoices, than the whole Retainer Invoices becomes

    • Zoho Bookings Forge: A hands-on workshop series

      Hello all! We’re hosting a five-part, hands-on workshop series to help you optimize Zoho Bookings for your business. In these sessions, we’ll cover key features, practical use cases, and clear steps to get started or improve your current setup. Here are

    • Introducing parent-child ticketing in Zoho Desk [Early access]

      Hello Zoho Desk users! We have introduced the parent-child ticketing system to help customer service teams ensure efficient resolution of issues involving multiple, related tickets. You can now combine repetitive and interconnected tickets into parent-child

    • Update Existing Records greyed out in Free Version

      Trying to update records from an Excel sheet, and not getting the option to update. Only option is to add as new accounts. All documentation I can see says update should be an option! Accounts, Leads, Contacts, all the same.

    • Introducing Workqueue: your all-in-one view to manage daily work

      Hello all, We’re excited to introduce a major productivity boost to your CRM experience: Workqueue, a dynamic, all-in-one workspace that brings every important sales activity, approval, and follow-up right to your fingertips. What is Workqueue? Sales

    • Next Page