Tip of the Week: Moving Calculation with Dynamic Window

Tip of the Week: Moving Calculation with Dynamic Window

Moving Calculations are ideal for analyzing data sets that fluctuate a lot. Be it stock prices, temperature, or daily sales trend, moving calculation allows you to identify the trend. It smoothens the noise of the random short-term fluctuations from your report.


In moving calculations, the value for each data point will be calculated over a specified time frame. For example, you are calculating a moving average over your stock price and have set the window as 10 days. Now your chart plots the 10days average stock price for each data point. Zoho Analytics supports moving calculations and also allows you to change the time frame in your report dynamically using Variables.


This week, let's see how to create moving calculations with dynamic window.


Supported Moving Calculations 

Zoho Analytics supports the following window calculations .

  • Window Sum
  • Window Average
  • Window Minimum
  • Window Maximum
  • Window Count
  • Window STD
  • Window Variance

Variables

Variables are placeholders that can be used as input, and can be changed on the fly. They enable dynamic input parameterization for various operations. With variables, you can set a dynamic window for your moving calculation.

To create a variable,

  1. From the Explorer page, click Settings .
  2. Open the Variables tab.
  3. Click the Create New Variable button.
  4. The Create New Variable dialog will open.
  5. Specify a name.
  6. Set the Data Typ e as Number .
  7. Select Range in the Define Value as field.
  8. Specify a range. Here, we've set a range of 5 to 50 with 2 as the default value.




  9. Click Create .

The variable is created. Now, we can use this to input a dynamic window for the moving calculation.


Create a Moving Average with Dynamic Window 

Follow the steps to create a chart with moving average with dynamic window.

  • Calculate moving average with a dynamic window
  • Create a moving average chart

Calculate Moving Average with a Dynamic Window 

Now, let's see how to calculate a moving average with a dynamic window.

  1. Open the data table.
  2. Click the Add > Aggregate Formula.
  3. The Add Aggregate Formula dialog will open.



  4. Specify the moving average formula with the variable as the window as in the following format.

    window_function( Aggregate Expression, Start, End )

     

    The following formula calculates the moving average of the stock price with a dynamic window.

    window_avg(avg( "index Prize"."Open" ), ${Window Range} , 0 )


  5. Click Save .

The formula is created. Now it can be used in the report.

Create a Moving Average Chart

Now let's create the moving average chart.

  1. Click Create > Chart View.
  2. Add the Date column with Full Date in X-Axis.
  3. Add the Moving Average Aggregate Formula and  Closed Prize  in Y-Axis.


  4. Add the variable as User Filter.


  5. Generate the report. Chart will plot 5 days moving average for everyday based on the variables default value.



You can drag the sliders to change the window for the report.


Explore the workspace from the below url.

https://analytics.zoho.com/workspace/1160261000007432001

Stay tuned to learn about more calculations. 


    • Sticky Posts

    • Tip of the Week - Spot Risky Sales with Conditional Formatting

      In Zoho Analytics, small tweaks can lead to big insights. One such feature is Conditional formatting based on other columns, your key to instantly spotting where sales success is overshadowed by product returns. Our tip this week shows you how to apply

    • Recent Topics

    • How to Associate multiple contacts with deal in Sales Inbox

      Hello, I have many deals that have multiple potential customers associated with a single deal, for example an engineer and a manager. The manager is the Deal's primary contact in CRM and the Engineer is added to the deal in the "Contact Roles" Associated

    • WorkDrive and CRM not in sync

      1/ There is a CRM file upload field with WorkDrive file set as the source: 2/ Then the file is renamed in WorkDrive (outside CRM): 3/ The File in CRM is not synced after the change in WorkDrive; the file name (reference) in CRM record is not updated (here

    • "code": "500","description": "Account not exists", mail api

      I have been through all the steps and have a functioning Oath access_token etc etc... I then GET https://mail.zoho.com/api/organization And get my zoid then GET http://mail.zoho.com/api/organization/<hidden>/accounts and get the account details, which

    • RTL Support for Webforms in Zoho CRM

      Dear Zoho CRM Support Team, We are writing to request an enhancement to the webform builder functionality within Zoho CRM. Currently, to create a webform in a right-to-left (RTL) language, the entire CRM instance must be set to RTL, which can be inconvenient

    • Imported contacts succesful but contacts do not show up in Contacts

      I imported +300 contacts. I can see them in import history. When clicking on a contact in import history I see all the imported contact details for any given contact. So import seems to be successful.   However the imported contacts do not show up in the contacts tab. Not in All contacts, and not in a filtered view where they absolutely should show up. The search function also does not find any imported contact.   Help?

    • Update on V2 API End-of-Life Timeline

      Dear Users, Earlier this year, we shared the launch of the V3 APIs and requested users to migrate from the older V2 APIs by December 2025. We have received valuable feedback from our users and partners regarding their migration timelines. We are happy

    • 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

    • Saving sent email campaign as PDF

      I'm looking to add all campaigns sent to an archive folder in sharepoint. Is there anyway to accomplish this in Zoho Flow ? I'm falling at the first hurdle ... can I automatically save a sent campaign as a PDF to a folder location ?

    • Zoho Voice lance BYOC (Bring Your Own Carrier) : intégrez votre opérateur

      Pour accompagner sa croissance, une entreprise a besoin d’une infrastructure téléphonique flexible et évolutive. Les solutions de téléphonie s’adaptent aux exigences du centre de contact, tout en intégrant aisément les opérateurs locaux de votre choix.

    • Zoho Social API for generating draft posts from a third-party app ?

      Hello everyone, I hope you are all well. I have a question regarding Zoho Social. I am developing an application that generates social media posts, and I would like to be able to incorporate a feature that allows saving these posts as drafts in Zoho Social.

    • Digest Novembre - Un résumé de ce qui s'est passé le mois dernier sur Community

      Bonjour chers utilisateurs, Avec l'arrivée du dernier mois de l'année, il est temps de résumer les activités de novembre dans la communauté Zoho France. Ce mois-ci, Zoho Webinar se dote de deux nouvelles intégrations ! La première est avec Zapier : connectez

    • How do I create an update to the Cost Price from landed costs?

      Hi fellow Zoho Inventory battlers, I am new to Zoho inventory and was completely baffled to find that the cost price of products does not update when a new purchase order is received. The cost price is just made up numbers I start with when the product

    • E-Invoicing in Belgium with Zoho Books

      Starting January 1, 2026, Belgium is introducing mandatory electronic invoices (e-invoicing) for all B2B transactions between VAT-registered businesses. This means that invoices and credits notes must be exchanged in a prescribed digital format. How E-Invoicing

    • Lead Blueprint transition in custom list view

      Hi, Is It possible to insert the Blueprint transition label in a custom Canvas list view? I am using Lead module. I see the status, but it would be great if our users could execute the Blueprint right from the list view without having to enter the detailed

    • Announcing new features in Trident for Mac (1.30.0)

      Hello everyone! We’re excited to introduce the latest updates to Trident, bringing you a more seamless, intuitive, and secure communication experience. Let’s take a quick look at what’s new. Work with PST/EML files more efficiently. You can now do more

    • Open Form in Same window as Page from embedded Report

      I have a page that has an embedded report, as shown below. When I click the + sign to add a new record, the form shows up inside the page where the report was embedded. I know that I can add a custom action to the report grid or report detail view and

    • Weekly Sales Summary

      Is it possible to generate a weekly report in Zoho Books to show -$$ amount of estimates generated -# of estimates generated by Salesperson -$$ amount of Sales Orders created -$$ amount of Invoices generated

    • Pricing Strategies: #4 Counting on Discounts

      "Is there any chance I can get a little discount on this month's service?" Maya hears this almost every time at her fitness studio. She offers monthly subscription plans for various services, including yoga, strength training, wellness sessions, and personal

    • Introducing Query Workbench in Zoho CRM

      Hello everyone! We’re excited to announce the Query Workbench, a brand-new interface designed to improve developer experience of building Queries in Zoho CRM faster, simpler, and more intuitive. In the past, constructing queries required navigating across

    • Limitation with Dynamic Email Attachment Capture

      I've discovered a flaw in how Zoho Creator handles email attachments when using the Email-to-Form feature, and I'm hoping the Zoho team can address this in a future update. The Issue According to the official documentation, capturing email attachments

    • Add Customer in Books on Creator Form Submit Params

      Hi guys, Were integrating a creator app with books however what were doing is adding a books customer on submit of creator form.  We have some parameters but some fields aren't coping, All were seeing is the contact name in books,.  Any help of the params for this would be great. below is a sample of the script... response = zoho.books.createRecord("contacts", "XXXXXXXXX", { "contact_name" : input.Name, "address" : input.Email }); 

    • Admin asked me for Backend Details when I wanted to verify my ZeptoMail Account

      Please provide the backend details where you will be adding the SMTP/API information of ZeptoMail Who knows what this means?

    • Suggestion : link KB with Accounts

      Hi Zoho teams.  I think it could be good to link KB articles with  : accounts in order to easily  find articles dedicated to some account specificities. I tried to use tags , but tags are free text with not easy way  to retrieve it directly from ticket or list article for one tag. Tickets : It would be a good way to measure usage of KB directly from ticket when we don't need to copy/paste KB in solution. And : Great Tool , keep going ! 

    • Drag and Drop in Creator Application

      Hi, I am in the planning phase of a new application and I would like to use 'Drag and Drop' in the user interface of my new Creator application that I am sketching out, but I don't seem to be able to find any reference that this is available to developers. In my instance I have table of entries and I would like to be able to allow users to move an entry to another table (much like you do in your own interface when creating a Pivot Table report. In addition, I would like the user to be able to re-order

    • Is there any way to integrate Zoho with Zapier?

      Is there any way to integrate Zoho with Zapier? I'd like to use it to create a workflow, sharing posts from our Wordpress website to all our channels.

    • Popular Articles Report

      From data to decisions: A deep dive into ticketing system reports Content management teams can use various metrics to assess the effectiveness of knowledge base articles, improve content quality, and ensure articles are regularly updated. Predefined article

    • Invoice Ref. Field

      Hello Team, Currently, the Invoice Ref. field is set to a Number type with a maximum limit of 9 digits. However, we often receive customer invoices that contain up to 12 digits. In some cases, the invoice reference includes not only numbers but also letters

    • 60 Days Into Zoho - Tiktok Branding Startup -7 Questions?!

      Wsp Everybody I co-own a TikTok Branding / Consulting Startup & have been using Zoho for the past 60 days - Am now looking to make our overall operations & processes more Efficient & Effective! Curious to know how others are using the platform & what's

    • Turning off the new UI

      Tried the new 'enhanced' UI and actively dislike it. Anyone know how to revert back?

    • XML format to import knowledgebase into Zoho Desk

      Hi, We just started to use Zoho Desk and want to import our knowledgebase from our old support system (Freshdesk) to Zoho Desk. Can anyone give us information about the format of xml file to import? There is no explanation on the related page.

    • Pushing Zoho People leave into Microsoft calendar: how to chose how "event" is shown (busy, free etc)

      Hi, how can I select how a "leave" event is pushed into Microsoft calendar? I want for leave "working elsewhere" to show as working elsewhere and NOT as busy.

    • Duplicate Accounts

      Hi There, I am looking for a solution, script, workflow or anything to solve an issue we have - in our customers section we have a rule that doesn't allow duplicates, however Zoho will allow customers with xxxxx and xxxxx PLC or LTD so effectivley we

    • Error with If formula

      I've got this super simple If formula, what is the reason for the error? If ( LEN(${Leads.Trial Slot Option}) == 3,'y','n') Syntax Error. Check the examples for any functions you're using to see if you formatted them correctly. Make sure your fields are

    • Announcing Multi-language Support in Zoho FSM

      Zoho FSM now speaks your language. The much-awaited multi-language support is now available in Zoho FSM. The following languages are supported in Zoho FSM: Dutch (Nederlands) English - United Kingdom English - United States French (français) French -

    • Creating multiple CRM leads from a Zoho Forms subform

      Hi all, We have a heavily used intake form that is used for new leads as a part of our intake. There is a subform that allows the lead to add additional team members, their titles and other basic info. That form submission creates a new Lead and the subform

    • Free webinar! Build smarter apps with Zoho Sign and Zoho Creator

      Hello, Bring the power of digital signatures to the apps you build in Zoho Creator! Connect Zoho Sign as a microservice and enable seamless e-signature workflows in your applications. This integration allows you to automate signing tasks using Deluge.

    • Restrict Addresses in Zoho Forms?

      In the address field, is there a way to restrict the addresses that auto populate (via Zoho Maps or Google Maps) to a specific state (I know it's possible with the country). Additionally, how often does the address in Zoho Maps get updated? Certain addresses

    • Weekly Tips: Secure your attachment downloads with Zoho Mail

      Safety is one of our main concerns, whether it’s about device security or online protection. We use tools like fingerprint scanners, facial recognition, and two-factor authentication to keep our devices and email accounts secure. We use methods like OTP

    • Resume Harvester: New Enhancements for Faster Sourcing

      We’re excited to share a set of enhancements to Resume Harvester that make sourcing faster and more flexible. These updates help you cut down on repetitive steps, manage auto searches more efficiently, and review candidate profiles with ease. Why we built

    • Looking for best practices to import data from SAP Business One (on-prem) into Zoho Analytics via Zoho DataPrep / Databridge — daily automated schedule

      Hi all, I’m using SAP Business One on-prem (SQL Server / or HANA — depending on DB backend) as our ERP. I want to build a pipeline that, every morning at 9:00 AM IST: pulls transactional data (invoices, customers, products, stock, etc.) from SAP B1, loads

    • Next Page