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

    • How to link to/displaya png stored in workdrive in a Creator HTML snippet?

      How to link to/display png stored in workdrive in a Creator HTML snippet? I've tried it as a plain external link and as an iframe. The iframe works but is kinda slow...and I'd prefer to be able to do finer-grained positioning but referencing the png as
    • Has anyone built a ticket export that allows Help Center users to export the tickets shown in the My Area list they are looking at?

      Hi, We are moving to Zoho Desk soon. Our current support system displays an option in our help center allowing customers to export their Open, Closed, or all tickets based on which list they are looking at. We need to offer the same in Zoho Desk help
    • Contemplating moving my site from WordPress to Zoho Sites

      Hi Everyone, We currently find ourselves in a situation where we ant to review and update our current sites content. We are small business owners, not developers. We currently use a wide range of Zoho products. We sometimes think about the possibility of either moving or just starting from scratch on Zoho Sites. I would like to know if anyone has done this and of course the things that need to be considered. We have spent quite a bit of time getting our current site positioned organically and I guess
    • Using AVG in SQL Query

      My current SQL Query is: SELECT "Client Info", avg("Revenue") FROM "Funded Deals" GROUP BY "Client Info" The current table that this is creating: Client Info avg(Revenue) Previous 4175 1st - New 3411 1st - Old 3013 Renew 3069 While this works as I had
    • Unified customer portal login

      As I'm a Zoho One subscriber I can provide my customers with portal access to many of the Zoho apps. However, the customer must have a separate login for each app, which may be difficult for them to manage and frustrating as all they understand is that
    • Tracking Implementations

      We create Opportunities (Renamed Deals) with associated Quotes (renamed Products and Services). When we close the deal, we want to be able to track the implementation of each product separately. For instance, the client may have ordered Item A, Item B
    • Is this link the transparent pixel used to track opens?

      Could someone please help me identify this highlighted link? It is automatically created by Zoho and a lot of contacts receiving campaigns will click on this link. I don't believe that it is the "update your preferences link" because on the Link Clicks
    • Zoho desk desktop application

      does zoho desk has a destop applicaion?
    • How can I view Help Center articles in 'Sandbox' mode?

      I have published some help center articles but when I try to preview the knowledge base page, it says 'We have no content to display'.
    • Is this possible with Campaigns?

      My company is currently moving CRM's from Monday to Zoho One. Currently, our marketing lead process is send out 7 sms messages over 14 days if the lead is in a certain status. If we don't get a response the lead is put into a "Closed" status. Do we buy
    • Tracking leads through the sales process

      Our leads are being generated via paid google ads and are arriving to us with UTM data showing lead sources, campaign mediums and campaign names. I want to track the progress of those leads as they migrate through our sales funnel while maintaining a
    • Error 403: Forbidden When Updating Email Signature via API

      Hi Zoho Desk team, First, congratulations again on the excellent Zoho API. But, I’m encountering an issue while attempting to update an email signature via the API. Whenever I make a request to update the signature, the response returns an HTTP 403 Forbidden
    • Opening & working multiple tickets

      We work in multiple tickets at the same time. Currently to do this, we have to open multiple instances of Desk.  Is there a way to do this by just opening multiple ticket tabs within 1 instance of Desk?  
    • Different content per social media account..

      Is there a way to add different content per social media account on one post?
    • Merge tickets

      Hello, I am attempting to merge two tickets; however, the option to merge does not appear to be available. Could you kindly confirm if this feature has been relocated or removed? Additionally, could you please provide guidance on the correct process to
    • Add "Merge by Ticket ID" Option on Ticket Screen

      Dear Zoho Team, We would like to request a new feature for the ticket interface in Zoho Desk. Specifically, we propose adding a button to the ticket screen that allows users to merge the current ticket with another ticket by directly providing the second
    • Using tickets to train Zia

      Hi Team, I would like to know if there is any way that Zia can also learn from previous tickets in addition to the articles from the knowledge base. Since we have most of our knowledge curerently in the tickets and that this is hard to combine into a
    • Unable to delete Junk Lead and Not Qualified from the Lead Status field

      Are Junk Lead and Not Qualified default fields or something that cannot be deleted? I have gone into the Leads module and made sure there are no records using these values. Other values have a minus sign that allows me to remove them, but these two fields do not have that option.
    • Welcome Link Expired

      Hi The links sent to the users didn't get clicked on in time and now all the links have expired. Is there a way to send a new link without deleting them and re-adding them>
    • Alert for Back Navigation in Zoho Creator Widgets on Mobile Apps

      In Zoho Creator widgets, when a user navigates back on mobile devices, the data within the widget is reset. This leads to a loss of any unsaved changes or inputs, causing frustration for users. To enhance user experience, we need to implement a confirmation
    • Zoho Developer Community Monthly Digest - December 2024

      Hello everyone! As we step into the new year, let’s reflect on the strides we’ve made together and gear up for the exciting opportunities 2025 holds. This month’s digest highlights key updates, engaging discussions, and upcoming events designed to keep
    • Allow "add new" option to picklists and multiselection fields from add or edit pages

      Hello zoho, please insert an add option (ie +)sign) to pick and multiselect fields so we can add new options while entering or editing records. For example. in my lead module, while adding a new record, I realized I had a new lead source. I went to my
    • Enhancements to Zoho Corp Help Center "Team Requests" View

      Dear Zoho Team, I hope this message finds you well. The ability to view both my tickets and my team’s tickets in the Zoho Corp Help Center is a fantastic feature, especially as the focal point for Zoho in our organization. However, we’ve encountered a
    • We've revised the pricing model of CRM portal user licenses

      Hello everyone, We’re making important updates to our pricing structure for portal user licenses, effective from the next payment cycle. The new slab-based pricing is as follows: Previously, these portal user licenses were priced at $5/ user/ month. As
    • Zoho and Hostaway webhok integration.

      I want to receive data coming from hostaway webhook and receive it in zoho crm to create or update record in a module based on conditions. The hostaway webhook sends data every time a reservation is created or modified or cancelled. The hostaway sends
    • Unable to create custom fields for shipment order

      I'm unable to create custom fields for shipment orders, even though the custom fields are set up correctly. A request to the following endpoint: https://www.zohoapis.com/inventory/v1/settings/preferences/customfields?organization_id=${ZOHO_ORGANIZATION_ID}&entity=shipment_order
    • Records per page in New UI

      It seems the new UI lack of "Records per page" function, it is very handy if you are looking for a data that you don't know the exact search term, but you know it may "between" few entries. without a "page" function, we kind of have to keep page down and page, the autoload is not that fast, and you are dealing with thousands of entries. Could we please have the "records per page" function back to New UI (also it shows total counts of the record) Looking forward to hear from you.
    • zet pack not working

      We are using the zet pack command to package our Zoho extension. However, after running the command, the extension gets packed, but the resulting package is empty. We've attached a screenshot for reference. Could you please assist us with resolving this
    • CSV File Added to Form - Parse and Map to Fields

      Hi,  I apologize, I can't seem to find a clear explanation or help article on how to parse a CSV file. On validate, I process this deluge script. fileContent = Collection(input.File_upload.content); result = fileContent.values(); info result; What I want to do is create a record (in another form), and map certain fields to fields in the form.  I can get values, which is the whole file but no keys. If I use result = fileContent.keys(); I get "0" As you can see from CSV, my first line is my map and
    • Encountered an error while creating a bill in Zoho Inventory: {"code":6,"message":"Invalid data provided"}

      I attempted to create a bill using the Zoho Inventory API, but I received an error: {"code":6,"message":"Invalid data provided"}. However, when I made the same request again, it was successful. Does anyone have insights on why this happened?
    • Why do I need to send the Customer ID in the Create Purchase Order Request?

      I'm trying to create a purchase order using this endpoint https://www.zoho.com/inventory/api/v1/purchaseorders/#create-a-purchase-order Unfortunately, I'm getting this error { "code": 4, "message": "Invalid value passed for Customer ID" } The doc doesn't
    • How to Retrieve Serial Numbers of Items in Zoho Inventory via API?

      Hello, I am currently working with the Zoho Inventory API and need to retrieve the serial numbers associated with specific items in our inventory. After reviewing the documentation, I couldn’t find an endpoint dedicated to fetching serial numbers for
    • merging email accounts

      previously I was using 5 mail pop mailboxes within VO , 2 of them are becoming obsolete so I was thinking about deleting the obsolete ones and merge the remainders into my main account mailbox within VO , is this possible ? thnx in advance.
    • ZohoPeople API - Retrieve leave type IDs

      Hi All, I have created a leave type in Zoho People UI. Now I need to fetch the  Leave Type ID of it. As per the documentation[1] I used the  curl request [2]. But I ended up with the error response from the API.  {"response":{"message":"Error occurred","errors":{"message":"Server Error Occured","code":7031},"status":1,"uri":"/api/leave/getLeaveTypes"}} The new API[3] does not tell anything on how to retrieve the Leave Type ID.  Have you done any changes to the API recently. If so please let me know
    • Inadequate Customer Support

      Hello & Greetings! I have been a pro Zoho user since the last 2 years and I would admit that the apps that are being offered are good, however the support we receive has a lot more to achieve. This being a design issue rather than a staff issue. Being
    • Incorrect Closing Stock Amount value

      Act as Zoho Inventory Expert. We are a construction company, OVAL Projects Engineering Limited. We started using Zoho Inventory for Stock Management.I have multiple warehouses. I have encountered a problem while generating custom warehouse wise inventory
    • The Next Chapter for CRM for Everyone: Moving from Early Access to Phased Rollout for Customers

      #CRM25Q1 Hello Everyone, Until now, CRM for Everyone has been available in early access mode exclusively for users who opted to try the new version. We are now transitioning to a phased release, starting with the basic edition. We are thrilled to announce
    • Zoho vault uses only password to unlock not a TouchID

      TouchID works when normally openning app but when called from keyboard while browsing or trying to log to another app it shows only password option to unlock. This behaviour is only on iPad Mini witch latest 18.2OS
    • Unable to add Guest Members

      We are having issues adding Guest Members to our Cliq account. We have sent out a number of request but it seems that only some people are able to access the platform. Others have received a message stating that they need to be granted access from an
    • Webhook when estimate is refused is not firing

      Hello, I use a workflow through make that sends estimate with zoho books (I paid books and sign). -Those estimates when accepted are firing the webhook that I create in zoho sign (photo 1) -However when refused they are not firing the webhook that I created
    • Next Page