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:

      • 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

      • Introducing Org Fonts in Zoho Writer

        Hey Zoho Writer users! We're excited to share that you can now add custom fonts (from web fonts with publicly accessible URLs) using Zoho Writer's Org Fonts. This option allows all users across your organization to use the custom font without the hassle

        • Recent Topics

        • Hide Inactive Social Sign-In Providers from Login Screen

          Hello Zoho Team, We hope you are doing well. Currently, Zoho One allows admins to configure security policies and enable or disable Social Sign-In options for third-party providers such as Apple, Google, Microsoft, LinkedIn, Yahoo, Twitter, Facebook,

        • Zoho Cliq not working on airplanes

          Hi, My team and I have been having this constant issue of cliq not working when connected to an airplane's wifi. Is there a reason for this? We have tried on different Airlines and it doesn't work on any of them. We need assistance here since we are constantly

        • Settings Icon No Longer in ZOHO Desk?

          In ZOHO desk, there has been a gear icon for settings. as of yesterday, it is no longer there. I showed up briefly this morning but is gone again.  Anybody else experiecing this? 

        • Calls to accounts rather than leads or contacts?

          So..... We have a dilemma and I'm hoping someone has encountered this before and figured out a fix. We have just migrated to Zoho. It's great.....expect for how "Calls" are handled.... We are B2B. We do not use the leads module. A "Lead/Prospect" for

        • Adding branded signature to tickets reply

          Hi, i am unable to figure out how to add signatures with logo to tickets reply. please advice .

        • LESS_THAN_MIN_OCCURANCE - code 2945

          Hi I'm trying to post a customer record to creator API and getting this error message. So cryptic. Can someone please help? Thanks Varun

        • Sending emails from an outlook account

          Hi, I need to know if it's possible to send automatic emails from an Outlook account configured in Zoho CRM and, if so, how I can accomplish that. To give you some context, I set up a domain and created a function that generates PDF files to be sent later

        • [Free Webinar] AI Agents in Zoho Creator - Creator Tech Connect

          Hello Everyone! We welcome you all to the upcoming free webinar on the Creator Tech Connect Series. The Creator Tech Connect series is a free monthly webinar that runs for around 45 minutes. It comprises technical sessions in which we delve deep into

        • Can Zoho Flows repeat Actions more than once?

          I'm attempting to make an intentional Zoho Flow loop using the below layout. However, when "WithinLimit" condition is met, the program fails to execute the action "Get & Add Request Co..." again. Is this by design? Is Zoho Flows unable to repeat actions

        • How to update "Lead Status" to more than 100 records

          Hello Zoho CRM, How do I update "Lead Status" to more than 100 records at once? To give you a background, these leads were uploaded or Imported at once but the lead status record was incorrectly chosen. So since there was a way to quickly add records in the system no matter how many they are, we are also wondering if there is a quicker way to update these records to the correct "Lead Status". I hope our concern makes sense and that there will be a fix for it. All the best, Jonathan

        • Ship via Carrier Not Working Since Commerce Update

          Since the recent update to the Commerce platform, I can no longer use the ship via carrier function. It will take me to the address screen and let me verify them but when I go to save and move tot he next screen it will not do anything. This is happening

        • Zoho Marketing Automation 2.0 - Landing Page function not working

          Dear Zoho Team, I am working on implementing Zoho Marketing Automation 2.0, and am now looking into the section "Lead Generation". If I open the "Landing Pages" section, I immediately get an Error code: Error: internal error occurred. Can you help me

        • automations: Can I execute a step on a specific date?

          I have created a form in Zoho forms, and created a contacts list. I have also begun setting up an automation with the intention of sending the form to the contact list on a specific date every month (via email) for the entire year (essentially sending

        • Nimble enhancements to WhatsApp for Business integration in Zoho CRM: Enjoy context and clarity in business messaging

          Dear Customers, We hope you're well! WhatsApp for business is a renowned business messaging platform that takes your business closer to your customers; it gives your business the power of personalized outreach. Using the WhatsApp for Business integration

        • Image Upload Field | Zoho Canvas

          I'm working on making a custom view for one of our team's modules. It's an image upload field (Placement Photo) that would allow our sales reps to upload a picture of the house their working on. However, I don't see that field as a opinion when building

        • Zoho Expense - The ability to add detail to a Trip during booking

          As an admin, I would like the ability to add more detail to the approved Trips. At present a requestor can add flights, accommodation details and suggest their preferences. It would be great if the exact details of the trip could be added either by the

        • Simplified Call Logging

          Our organization would like to start logging calls in our CRM; however, with 13 fields that can't be removed, our team is finding it extremely cumbersome. For our use case, we only need to record that a call happened theirfor would only need the following

        • Signup forms behaviour : Same email & multiple submissions

          My use case is that I have a signup form (FormA) that I use in several places on my website, with a hidden field so I can see where the contact has been made from. I also have a couple of other signup forms (FormB and FormC) that slight differences. All

        • Adding Folders in Android App

          Is it possible to create a new email folder within the Zoho Mail Android app?  Or can this only be done from the desktop version of Zoho Mail? Cheers!

        • Schedule Exports for Regular Project Updates

          Tracking project data often means exporting data at regular intervals. Instead of manually exporting data every time, users can schedule exports for Phases, Tasks, and Tasks in Zoho Projects. These exports can be set to run once, daily, weekly, or monthly

        • Question about custom fields using Pivot Tables.

          I have created a pivot table showing annual revenue of a client and how much payment that client is paying my company. Is there a way using pivot table to add an additional field that subtracts those to fields / shows me a percentage of that difference?

        • Request for Light/Dark Mode

          Would love the ability to switch between Light and Dark mode similar to Zoho CRM. https://help.zoho.com/portal/en/community/topic/introducing-dark-mode-light-mode-a-new-look-for-your-crm

        • Signature field is showing black

          Hello, When customer signed the service form, it is showing as below picture Phone model: iPhone 16 Pro We tried delete and install application, but it not solved. This has on phone of a few person. There is any advice to solve this?

        • Range names in Zoho Sheet are BROKEN!

          Hi - you've pushed an update that has broken range names. A previously working spreadsheet now returns errors because the range names are not updating the values correctly. I've shared a video with the support desk to illustrate the problem. This spreadsheet

        • Journey Email - Ignored Contacts

          I have a journey setup which simply sends a string of emails over time. For some reason I am getting large amounts of the contacts who enter the first email being ignored and I can't find anywhere in reports or audit logs why these contacts are not

        • Involved account types are not applicable when create journals

          { "journal_date": "2016-01-31", "reference_number": "20160131", "notes": "SimplePay Payroll", "line_items": [{ "account_id": "538624000000035003", "description": "Net Pay", "amount": 26690.09, "debit_or_credit": "credit" }, { "account_id": "538624000000000403", "description": "Gross", "amount": 32000, "debit_or_credit": "debit" }, { "account_id": "538624000000000427", "description": "CPP", "amount": 1295.64, "debit_or_credit": "debit" }, { "account_id": "538624000000000376", "description":

        • Zoho Books - Include Payment Terms as a Custom View filter

          It would be great if you could created a custom view based on Payment Terms. This would be really handy for seeing a list of customers who have credit terms. A workaround is not required. I could do something with a creditor checkbox, but it would be

        • How to update changed purchase account of item in invoice

          I have selected the wrong purchase account for various articles and created invoices. I had to adjust the purchase account in the article afterwards, but the old purchase account is still posted in the transaction-journal of the invoice. To adjust the

        • Help - Zoho CRM notification on mobile (IOS/Android)

          Hello Community! Can I get the IOS/Andoid CRM app to notify me of events, calls, etc. due as I can with MANY other apps?   I am running the free Zoho I would like this to be native to the Zoho CRM app. I do not want to write a sep. mobile app

        • Zoho Books Idea - Include another field in Bank Details for Address

          Hi Books team, Currently use the Description field in the Bank Details to store the bank's address. This works fine but it would be great if you could add another field for Bank Address, so that other notes about the bank account could be stored in the

        • Reverse payment on accidentally closed invoice.

          An invoice was closed accidentally with the full payment added. However, only partial payment was paid. How can I reopen the invoice and reverse this to update it to show partial payment?

        • a question about the COQL API v8

          When I specify eight or more values in a WHERE IN clause and execute it, an error occurs. Is there a limit to the number of values that can be specified in a WHERE IN clause? ↓Error select * FROM Vendors WHERE (id in (1, 2, 3, 4, 5, 6, 7, 8, 9)) ↓Success

        • Zoho Books Idea - Bank Details Button on Banking

          Hi Books team, Sometimes I'm asked to share bank details with a customer or a colleague. So I go to the Banking Module, find the correct bank account, click Setting > Edit, then copy and paste the bank details. Wouldn't it be great if there was a button

        • JS SDK 8.0 – TypeError: Cannot read properties of undefined (reading 'getCacheStore') with sample code

          Hello Zoho Support Team, I’m integrating the Zoho CRM JavaScript SDK v8.0 and I’m getting the error below when running your official sample. I tested directly from: https://github.com/zoho/zohocrm-javascript-sdk-8.0/blob/main/samples/create_records_sample/create_records.js

        • Function #55: Convert multiple quotes to single SO using Custom Button

          Hello everyone, and welcome back to our series! In Zoho Books, after a quote is accepted by your customer, it can be converted into a sales order or an invoice. Often, a customer might have multiple quotes, and for easier billing or upon the customer's

        • Zoho One - Syncing Merchants and Vendors Between Zoho Expense and Zoho Books

          Hi, I'm exploring the features of Zoho One under the trial subscription and have encountered an issue with syncing Merchant information between Zoho Expense and Zoho Books. While utilizing Zoho Expense to capture receipts, I noticed that when I submit

        • More controls for User Fields in CRM

          Dear All, We are here with a minor but crucial enhancement to the user fields—now set accessibility permissions to the records for user field. User field allows you to extend co-ownership of records to your peers. You can collaborate with them for certain

        • Rich Text For Notes in Zoho CRM

          Hello everyone, As you know, notes are essential for recording information and ensuring smooth communication across your records. With our latest update, you can now use Rich Text formatting to organize and structure your notes more efficiently. By using

        • Time based workflow without edit/action

          Hello I need help solving this problem if possible. We have Deals come into the CRM via Live Transfer which have the field properties: Stage = New Channel = Inbound Some of them don't get answered so we want these to automatically go into our Outbound

        • What's New - August 2025 | Zoho Backstage

          Every month, Zoho Backstage grows with you. These updates aren't just features and fixes, they're about making your workday smoother, your events more impactful, and your attendees happier. We’ve listened, learned, and shaped this release to keep things

        • Next Page