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

        • 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
        • 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
        • Invoice Discount Account

          Is there a way to change the account used for Discounts applied to an invoice? The current Discount account (ZB native account) type is an "Income" type. I would like to change it to "Other Income", but that is not possible, I am assuming because it contains
        • Need Inactive accounts to be visible in Reports in Zoho Books

          I N=need Inactive accounts to be visible in Reports in Zoho Books to do recons of the accounts but when i see the same they are not visible in the Accountant - Account Transactions report
        • javax.mail.authenticationfailedexception 535 authentication failed

          Hi, I am facing 535 authentication failed error when trying to send email from zoho desktop as well as in webmail. Can you suggest to fix this issue,. Regards, Rekha
        • Phantom Opening Balance

          While experimenting w/ creating a composite item, Zoho added funds to Petty Cash and added Bank Account equal to previous day's balance. I'm unable to undo the adding of funds. Attaching screenshots of both bank account and petty cash transactions.
        • Importing customer comments and multiple shipto addresses

          I am evaluating Zoho Books and have most of my data imported with two exceptions: (1) Import customer comments - in my current system I have several comments of different types, and I need to bring these into Zoho. Preferably Books customer records, but
        • Detailed Account Reports - Add Running Balance

          When one clicks into an account from a report (say P/L or Balance Sheet), the default reports have the Debit, Credit, and then the Amount. The Amount column (last one) is duplicate information. It would be far better and fit more peoples' use cases if
        • How to Billed from two different GST Numbers

          How to Billed from two different GST Numbers. Suppose ABC & Co had GST registration in Delhi and Haryana and Zoho account is created with Delhi GST Registration number. Now i also want to issue invoice from Haryana GST Registration number. How can i proceed ?
        • Zoho IP blocked by SpamHaus

          ERROR CODE :550 - 5.7.0 Your server IP address is in the SpamHaus SBL-XBL database, bye
        • IMAP Communication Problems - IMAP Down Again

          We are experiencing the same problems over the last week or so that were supposedly 'solved' according to this thread. Zoho Imap Down Again This is affecting attempts to use IMAP on multiple ISPs and users so is definitely narrowed down to Zoho problems.
        • Can't login to Zoho mail

          I'm logged into Zoho but when I try to go in zoho mail I get: Invalid request! The input passed is invalid or the URL is invoked without valid parameters. Please check your input and try again. I just set up my mx records and stuff with namecheap a few
        • Hotmail is STILL blocking the zoho mail IP

          Greetings, as I already mentioned in my last message, my Zoho IP has been blocked by Hotmail for more than 15 days. Although someone said that the issue was "solved," it still isn't, and this amount of time seems neither normal for a "serious" company,
        • Keyboard shortcut M key

          I'm trying to customize my keyboard shortcuts and assign the "m" key. But it says the key is already assigned. I've looked through all my shortcuts and can't see any assigned "m". When I select an email and press the M key, nothing happens. What is the
        • Manage customer access across multi-brand help centers

          Hello everyone! Managing customer's access across multiple brands has been streamlined with the ability to invite, reinvite, approve, reject, and deactivate contacts individually for each help center brand . This enhancement gives administrators precise
        • White Label certificate

          Hi all, About 72 hours ago, we fulfilled all steps for white labeling (CNAME to point to mail.cs.zohohost.eu), but since then the configuration page is now stuck at "generating certificate" since 3 days. When I execute an NSLOOKUP mail.webfoundry.be it
        • Unusual activity detected from this IP. Please try again after some time

          When i try to create new addresses on my account i am getting this error, it has been 24 hours now and i am still getting this error can anyone help
        • How to add a new domain in my account?

          Probably zoho has the worst UI in the market. Cannot add a new domain to manage a new email address.
        • Report sorting not working

          I make extensive use of Summary reports and Pivot Tables. Most of these reports are structured such that I have several columns of "information" data that I want displayed, followed by one or more "Data" summarizations. For example, I have the following
        • New Enhancements in Wizards

          Dear All, Wizards help you break a long form into a series of smaller forms on different screens, making it less overwhelming. We are thrilled to introduce a couple of enhancements to wizards in Zoho CRM: Enhancements for conditional rules in Wizards
        • Find and Merge Duplicates to trigger webhook

          My sales team uses the Find and Merge Duplicates feature often to cleanup records in the CRM. We use webhooks to signal to our internal tools database when new Contacts are created, updated, or deleted, in order to keep our DB in sync with Zoho CRM. However,
        • Charting the 2025 Voyage: Zoho Invoice's Year in Review

          2025 has been a year of progress, productivity, and purposeful growth for Zoho Invoice. From expanding into new regions to refining everyday workflows, each update was designed to help businesses stay compliant, get paid faster, and work with confidence.
        • How to Hide System-DefinedTemplates in Service Report

          Is there any option available to hide system-defined templates? these templates are causing confusion for field users.
        • WhatsApp Report in Bigin CRM

          Reporting feature for Bigin CRM’s integrated WhatsApp that provides insights such as: Number of WhatsApp conversations closed Number of messages sent and received Number of conversations replied to Response and closure metrics for WhatsApp chats More
        • Issue with Azure DevOps Integration in Zoho Flow

          Hello, All workflows between Zoho Flow and Azure DevOps have stopped working for several days now. Upon further investigation, it seems that the connection to Azure DevOps is no longer directly supported. Indeed, Microsoft has deprecated the Azure DevOps
        • Narrative 16: Simplify with workflows

          Behind the scenes of a successful ticketing system: BTS Series Narrative 16: Simplify with workflows What is a workflow? A workflow organizes business tasks in a defined sequence that makes each step clear to all participants. This ensures work is completed
        • Zoho Invoice Customer Login Portal

          Are there any plans for a customer portal to Zoho Invoice, ala Freshbooks?  I would like customers that I invoice to be able to login to review invoices and invoice history.  I have not switched from Freshbooks for this very reason.
        • Random Leads are being created

          Hi, Every few days I am getting random leads that are being created with no form interactions at all. The email addresses are from obvious spam, such as 'Easymerchantsx'. When I look at the timeline, there is a Visit record and then a Lead Created record,
        • Print a price list or price book

          Hi Community. Am I right in concluding that Zoho has no functionality to print a price list from either Zoho CRM, Zoho Inventory or Zoho Books? I won't get stuck on the fact that Zoho doesn't sync price books between Zoho CRM and Books/Inventory (more
        • Bar Chart -- sort X-axis

          Hi! I created a bar chart ("Top 10 Products by Revenue") X-axis: Product Name Y-axis: Revenue Filter: Revenue - Top 10 Here's a picture: http://screencast.com/t/ZTJlZTdkNz The x-axis is sorted alphabetically by Product Name. How can I force it to sort numerically by Revenue?
        • ZoHo Flow Custom Function not Processing JSON

          JSON is being escaped and converting all the quotes in the JSON to '"' Here's the Code: void InsertRowInE123EligibitySheet(map input) { rawData = get("data",""); decodedData = rawData.htmlDecode(); data = decodedData.toMap(); sheet_id = "ID GOES
        • Managing functions

          Can someone let me know if there are any plans to improve the features for managing functions in CRM? I have lots of functions and finding them is hard. The search only works on the function name and the filter only works on function type. I have created
        • Next Page