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!
Access your files securely from anywhere
New to Zoho Recruit?
Zoho Developer Community
New to Zoho LandingPage?
Zoho LandingPage Resources
New to Zoho Survey?
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Bigin?
Topic Participants
Shri Rakkshaa Gk
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 windowEasily 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 theIntroducing 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 nowSay 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
New to Zoho TeamInbox?
Zoho TeamInbox Resources
Zoho CRM Plus Resources
Zoho Books Resources
Zoho Subscriptions Resources
Zoho Projects Resources
Zoho Sprints Resources
Qntrl Resources
Zoho Creator Resources
Zoho CRM Resources
Design. Discuss. Deliver.
Zoho Show Resources
Get Started. Write Away!
Writer is a powerful online word processor, designed for collaborative work.
Zoho CRM コンテンツ
-
オンラインヘルプ
-
Webセミナー
-
機能活用動画
-
よくある質問
-
Ebook
-
-
Zoho Campaigns
- Zoho サービスのWebセミナー
その他のサービス コンテンツ
Nederlandse Hulpbronnen
ご検討中の方
Recent Topics
Tips and Tricks #46: Customize themes and templates using Show's Master View
Hi All! Let's say you want to revamp your presentation and make changes to its visual design. You can do this easily using the Master Slide and its associated layouts. The Master Slide stores information about all the layouts used in the presentation.Sheet View in CRM portal
Hi, When will it be possible for my CRM portal users to edit/add records with Sheet View? GeorgeWhat's New in Zoho Invoice | July - September 2025
Hello everyone! We’re back with the latest updates and enhancements we’ve rolled out in Zoho Invoice from July to September 2025. Here’s what’s new this quarter: Introducing the Singapore Edition in Zoho Invoice Share Invoices through WhatsApp GST 2.0Alert: Audio Call Support to be discontinued for Old Live Chat Widget from December 31, 2025
Action Required: Upgrade to the New SalesIQ Live Chat Widget We're reaching out with an important update regarding the SalesIQ Live Chat Widget that requires your immediate attention. Effective December 31, 2025, audio call functionality will no longermultiple contacts for one account
We currently use Zoho CRM where each Account represents a club or organization, and each Contact represents a manager or owner. However, some of our managers own or manage multiple clubs, and Zoho only allows a contact to be linked to one account at aRich text Merge field - Not using font specified in HTML
I have a rich text merge field in a writer template which is creating a table. I have chosen to use this method instead of a repeat region because I need to specify specific cell background colours which change every time the document is created. Theヒートマップ詳細設定について
はじめまして マーケティング担当の浅田です。 PageSenceのヒートマップ設定について質問です。 単一ページ毎の設定は上手くできるのですが 詳細設定にて、トップページのURLを含ませ全体のヒートマップを計測できないか試したところ お知らせ：データを受信していません。と表示されてしまいます。 トップページURLで始まるページの条件も試しております。 全頁を反映させたいと思い、詳細設定を上手く設定できたらと考えております。 どなたか詳しい方がいらっしゃいましたら、教えて頂けませんでしょうか 宜Automatic category assignment
Hi, I’d like to ask if there is a way to automatically assign an expense category based on the recognized Merchant. What would be the simplest way to set up automatic category assignment? Alternatively, is there an option to first choose the categoryExperience with Zoho Vertical Studio
I'm considering Zoho Vertical and would love to hear from some devs who've been using it. The Zoho ecosystem is pretty solid, so I assume the experience has been pretty good, but sometimes Zoho has its quirks. Overall, has your experience been positive?LinkedIn Chrome Extension
Hello - I believe it is a known issue that the LinkedIn extension Resume Extractor has stopped working and they are working on potential fixes. Wondering how others users are finding this issue and if there are any better workarounds for this issue? ItAdvance PDF creation from CRM data
I'm trying to create a PDF export of data in the CRM. My problem is I want a pretty complicated format for the data. I'm trying to export multiple modules worth of data, with nested one-to-many relationships between the modules. Along with that, I wantSub-Form Padding in CSV Export
Hi, When you use the Sub-Form, and for example you have a Date Field on the Main Page, then Option 1 and Option 2 fields on the Subform, when you export this to CSV the Date column will only have the Date in 1 row, the first row, it would be nice to padMore Formula Functions
Hi, I would like for example to be able to have a Date Field and Formula Fields, and then in the Formula Fields I would like to grab just the Month of the above Date Field or the Week Number of the above Date Field. So more "Functions" than the currentFile upload size limits
I am designing a contact form in Zoho Creator with File upload facility. I am not sure where and how to set the following properties for the same: Allowed File Types Maximum Size of the Attachment Number of AttachmentsComposite Services and Account Tracking
I am looking to garner support/request the ability to make composite services. A quick search in the forums brings up multiple requests for this feature. I fail to see why an item is mandatory while services are optional. I also would like to see theAll operation codes getting Not applied in WO-TT22J1025WOR0471, SR-TT22J1025PRE0423,FOR VIN-W1K6G2AB2SL005130.
Dear Support Team, Please refer attached screenshot. All operation codes getting not applied in work order. Request you to please check and update ASAP.Exclude Segment from Campaign Recipients
I've created two Segments in order to separate Non-Marketing Contacts from Marketing Contacts. I'd like to send an Eblast to all Marketing contacts in my lists, but when I go to select Recipients, I have two options: 1. To Choose Lists to Send to; 2.Reschedule Multiple/Mass Calls at Once
When we go into a Call record, we have the option to "Reschedule Call." How can we select multiple Calls at once from the Activities tab and Reschedule them? The big use case for us: We have many leads that our reps are supposed to call on a daily basis.Option to Empty Entire Mailbox or Folder in Zoho Mail
Hello Zoho Mail Team, How are you? We would like to request an enhancement to Zoho Mail that would allow administrators and users to quickly clear out entire folders or mailboxes, including shared mailboxes. Current Limitation: At present, Zoho Mail onlyI want to Make the due date of the project appears automatically
hello everyone I want to know if the zoho projects app can add automatically the END DATE of the project I added the duration, start after dates of each tasks in the project template & the starting date of the project itself and the end date of it doesn'tDrag 'n' Drop Fields to a Sub-Form and "Move Field To" Option
Hi, I would like to be able to move fields from the Main Page to a Sub-Form or from a Sub-Form to either the Main Page or another Sub-Form. Today if you change the design you have to delete and recreate every field, not just move them. Would be nice toDeluge Tips & Tricks: Mastering dates and times
Hello everyone! We're bringing back our Deluge Tips & Tricks series, where we show you how to make the most of Deluge for achieving a wide range of use cases. Working with dates and times is a fundamental part of almost any business application. WhetherAdding a Button in a Form in Zoho Creator App
Hi I want to know how can I add a Button in Zoho Creator form. I have options that I select from a multiselect options and I want the button to add those selected options in a Subform. I do not want to add on a Page Builder I want it inside a specificInternal Exception for Creator function
I have been running a script successfully for several days using the scheduler in my application. Now today it suddenly creates and Internal Exception error. Nothing has changed about the script. The data is still retrievable from the web service it is using. Why would this suddenly be happening for no apparent reason? Also noticed that my usage logs are not up to date. Is something changing behind the scenes?How to Set Up a Custom Domain and Customize Homepage
Hello, I am experimenting with Zoho Creator to build applications for my own use case and have encountered a couple of issues: 1. Custom Domain Access: Is it possible to access my Zoho Creator application through a domain that I own? If so, how does theAnnouncing new features in Trident for Mac (1.26.0)
Hello everyone! Trident for macOS (v1.26.0) is here with new updates to securely manage your passwords, locally save your emails, and protect against emails with suspicious URLs. Let's take a quick look at them. Manage passwords with Zoho Vault eWidget.Default Value on a Number
Hi, I would be nice to also be able to set the Default Value for a Number Field, not just the Initial Value shown, so if not on the screen so not enetred it can have a value of 0 for example. Thanks DanHaving trouble fetching contents of Zoho Connect Feeds using the API, requesting alternative API documentation.
I'm trying to retrieve feed/post data from Zoho Connect using the API but facing challenges with the current documentation. What I've tried: OAuth authentication is working correctly (getting 200 OK responses) Tested multiple endpoints: /pulse/nativeapi/v2/feeds,Tip#45: Custom Tags and Cluster Tags
Tagging your work items helps categorize and label work items within your Zoho Sprints workspace. Now, this feature is expanded across multiple modules, along with the introduction of cluster tags that offer an advanced tagging mechanism. Manage TagsExtensions 101 webinar series: Build, integrate, and monetize with extensions
Attention developers! Are you ready to take your extension development skills to the next level? We're excited to bring back the Extensions 101 webinar series with an expanded lineup of Zoho products and an introduction to more platform features. Last[Free Webinar] User Management 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 intoA couple of minor enhancements to Workflows
Last updated on September 17, 2024: These enhancements were initially available for early access, and we've now enabled them for all users. We are elated to announce a couple of enhancements to custom functions in our Workflows! Say hello to: "Source"Business Continuity - Disaster Recovery
I know about the Zoho CRM backup .zip files, however, this doesn't include any of the infrastructure with like custom fields or custom modules. I am curious on what everyone has in place for a true backup or what your plan is if your Zoho instance wereNarrative 11: Are your customers happy?
Behind the scenes of a successful ticketing system: BTS Series Narrative 11: Are your customers happy? Happiness isn't just something you experience; it's something you remember. Hear your customers' voices by enabling customer happiness ratings in ZohoDon't understand INVALID_REQUEST_METHOD when I try to post up an attachment
When I make the POST request (using python requests.post() for files): https://www.zohoapis.com/crm/v8/Calls/***************01/Attachments I get this response: r:{ "code": "INVALID_REQUEST_METHOD", "details": {}, "message": "The http request method typeSignature 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?Zoho CRM Android app updates: record sharing, user image upload, Zoho Survey integration, and more
Hello everyone, We've made some important improvements to Zoho CRM's Android app, and we'd like to walk you through the latest updates. Here's what's new: Record sharing with org users User image upload Zoho Survey integration support Venue preferenceHow to Delete/hide Google adwords section from Layout?
Hi people, maybe someone can tell me how to remove or hide the Google adwords section from my layout? Im not using it and it takes too much space.WIDGET in related record list ZOHO CRM; how to get and put data to subform custom fields?
he need: Read and write two custom subform line-item fields on Quotes: Segment_wyceny (picklist/text) and W_pakiecie (number). Write works; read does not return these fields via SDK. Environment Zoho CRM Widget Zoho Embedded App SDK v1.2 Module: QuotesIntroducing Assemblies and Kits in Zoho Inventory
Hello customers, We’re excited to share a major revamp to Zoho Inventory that brings both clarity and flexibility to your inventory management experience! Presenting Assemblies and Kits We’re thrilled to introduce Assemblies and Kits, which replaces theNext Page