What is Zoho DataPrep? | Self Service Data Preparation

What is Zoho DataPrep? | Self Service Data Preparation

The productivity provider SaaS provided Zoho entered the business intelligence platform field in July 2021. Zoho announced an AI-powered data preparation, business intelligence, and self-service platform application that combined the new Zoho DataPrep application with an enhanced version of Zoho Analytics.

This was to win over business users with a combination of features that focused on ease of use, supporting the data preparation, and the ability to blend internal data with the outside data sources. Zoho DataPrep application is self-service data preparation and management tool that uses machine learning to help business users integrate, transform, enrich, transform, and catalog data for creating and managing data pipelines.

Zoho has also added an integrated enterprise portal builder called Zoho Sites and presentation software called Zoho Show to the platform. This is for helping business users put their ideas into context. Basically, Zoho aspires to reduce any friction by empowering business users to drive decisions with data and without learning any new tools.

In this blog, we will learn about Zoho DataPrep in complete detail. So let’s begin.

What is Zoho DataPrep?
 
Zoho DataPrep is data cleaning software that enables organizations to prepare high-quality data by automatically looking for errors, discovering data patterns, cleaning, transforming, and enriching data. This is without any need for coding. It also helps in setting up data pipelines for syncing prepared data to Zoho Analytics or to any data warehouses.

Using Zoho DataPrep you can connect, cleanse, transform, enrich, schedule, and export data with ease. In addition, you can also catalog and manage how the prepared data is consumed with fine-grained controls. It is also possible to import data into Zoho DataPrep from over 50+ data sources such as files, FTP, feeds, cloud storage, databases, and data warehouses while making it simple to bring the data together.

The functions of Zoho DataPrep are:

1. Cleansing and Improving Data Quality
Zoho DataPrep helps in automatically profiling data for viewing distribution, outliers, statistics, and data quality. You can clean and improve data quality by removing duplicates, fixing invalid data, and missing values.

2. Transforming Data
Using the AI-powered data preparations and intelligent suggestions, one can apply over 250 transforms and prepare the data. You can learn to take advantage of machine learning to enrich data with sentiment analysis, keyword extraction, language detection, and much more.

3. Data Lineage
You can track every change applied to the data using ruleset. It is also possible to modify, disable, and remove any changes at any point in time. You can reuse rulesets for applying the same set of changes in other datasets while removing automated data preparation.

4. Data Catalog
The Zoho DataPrep can be used to catalog and manage datasets by categories, data quality, custom tags, data readiness, and much more. You can perform a system-wide metadata search powered by Zia for improving discoverability.

5. End to end data Pipelines
The organizations continue to gather data each day and cleaning it is never a one-time task. It includes setting up pipelines by automating imports, preparing data using rule sets, and exporting to destinations. This status can be monitored and one can also get notified in case there are any changes to improve the data quality.

Basically, you should use Zoho DataPrep because it helps in doing the below-mentioned things.
  1. Empowers business users with a self-service data preparation
  2. Offers high-quality data for any business need
  3. Helps in identifying the next step with augmented data preparation
  4. Brings unstructured data into the fold
  5. Helps in being expansive scale with the cloud
  6. It is an extensible data preparation platform with powerful APIs.
Zoho DataPrep is multipurpose software by design. It can fit in wherever it is needed. It helps in:

1. Advanced Analytics
The high data quality helps the data analyst to get deeper insights from business intelligence and analytics tools. The use of Zoho DataPrep reduces the time and effort needed to prepare the data.

Basically, data analytics enables organizations to interpret and analyze the data and make data-driven decisions. The data analysts can clean and prepare inconsistent and invalid data before coming on to analysis and insights.

The data analysts and scientists spend around 80% time preparing data and the use of Zoho DataPrep helps in speeding up the process and improving the data preparation experience.

2. Data Warehousing
You can run automated data pipelines from various sources to Amazon Redshift, Microsoft Azure SQL, and other popular cloud data warehouses.

It is also possible to build resilient and end-to-end data pipelines while connecting multiple siloed data sources to the data warehouse of an organization. This can be done with easy to maintain and low-code platform.                      

3. Machine Learning
The overall efficiency of the machine learning model is dependent on the quality of the data used for training it. The use of Zoho DataPrep helps the data scientists with data cleaning at a full scale without any need for coding.

Zoho DataPrep can be used to perform data collection, cleaning and pre-processing, feature engineering, and data labeling with the Zoho DataPrep.

4. Business Processes/Migration
You can migrate data between business apps using the DataPrep. It can be used for cleaning and enriching the data in business applications such as CRM, help desk, and survey tools for weeding out any duplicates and validating records.

Hence, the Zoho DataPrep can be used for enhancing the data quality, improving data flows, inefficiencies, and removing any redundancies across an organization.

Now that we have had a look at Zoho DataPrep in complete detail, let us now have a look at the features of Zoho DataPrep in complete detail. This will help in understanding what Zoho DataPrep can do for us.

1. Connecting to Multiple Sources
You can eliminate data silos in an organization, connect to it and a variety of other sources including feeds, files, cloud storage, warehouses, databases, and business applications.
  1. Import Files: It is possible to import files from anywhere in a wide range of formats including CSV, XLS, TSV, TXT, XML, XLSX, HTML, JSON from local storage, URLs, FTP servers, or from cloud drives such as Google Drive, Dropbox, OneDrive, and Box
  2. Warehouses and Databases: It is also possible to import data from a wide range of warehouses and databases.
  3. Tight Integration: Zoho DataPrep allows in connecting and cleansing data directly from Zoho Analytics using the built-in connectors.
2. Improving Data Quality
With Zoho DataPrep, you don’t ever have to miss out on important data with an intelligent solution.
  1. Data Quality: Zoho DataPrep helps in viewing valid, invalid, and missing data from each column using the data quality bar. You can filter and cleanse data using intelligent suggestions while improving the data quality and removing duplicate and invalid data.
  2. Smart Modelling: You can automatically find data types, create custom data types to find and fix invalid data, and get suggestions for joining the datasets.
  3. Data Distribution: Zoho DataPrep helps in understanding your data better with the help of multiple widgets like value distribution histogram, outliers, text patterns, value statistics, and more.
3. Transform and Enrich Data
Using the interactive data preparation studio, the data can be transformed without any code.
  1. Smart Selection: You can highlight the required part from the data and DataPrep helps in looking for selection patterns to offer accurate suggestions for extracting, counting, replacing, and splitting data.
  2. Transforming: It is possible to format and change the data using more than 250 transformations without the need for any coding. The data can be reshaped using pivot, unpivot, and summary transforms.
  3. Blend Data: The data can be blended from a wide range of sources using the join and append transforms.
  4. AI-Powered Enrichment: The data can be enriched with AI-powered transforms such as keyword extraction, language detection, sentiment analysis, and much more.
4. Automating Workflows
The automation of mundane tasks is one of the quickest ways to reduce time in preparing data. With the use of Zoho DataPrep, it is possible to schedule the data preparation workflows and receive alerts as well.
  1. End-to-end Data Pipelines: You can set up end-to-end data pipelines by connecting data from multiple sources, blending and cleaning data, and syncing to various destinations.
  2. Monitoring Data Quality: The use of Zoho DataPrep helps in continuous monitoring of data quality while sending alerts anytime the quality drops.
  3. Tracking and Reusing: The rulesets can be used to track any changes made to the data and reusing them across datasets.
5. Catalog Data
The built-in management capabilities help in classifying, cataloging, and governing data using the Zoho DataPrep.
  1. Discover Data Easily: The data can be discovered easily using a system-wide search capability powered by Zia.
  2. Mark as Ready: When the data is all prepared and set, it can be marked as ready for letting your team know that the data is available for sharing and exporting.
  3. Data About Data: More metadata can be added to the datasets and workspaces using the tags and improving searchability and filtering. All the important details about the datasets and workspaces can be found in a single overview pane.
6. Safe Data Sharing
You can collaborate seamlessly with the teams and offer fine-grained permissions for ensuring that the users access the data intended for them.
  1. Setting Access Permissions: You can set access permissions for sharing data, share workspaces with users and groups in an organization, and set role-based access controls to share data securely.
  2. Data Audit: You can get a detailed report of changes made to your data. The datasets when shared and exported can be tracked and exported. In addition, you can also verify if the security measures are applied to protect personal data before sharing or exporting the datasets.
7. Security and Compliance
The Zoho DataPrep enables you to find personal data in your dataset, ensure privacy by masking or tokenizing sensitive data, and also enables to adhere to privacy policy and data protection regulations such as GDPR.

All the data associated with the Zoho DataPrep is encrypted in transit and at rest.

Zoho DataPrep In Sum

An important part of any business analytics tool starts with preparing the data for insights. Zoho’s DataPrep is an AI powered data preparation platform that takes out a lot of manual work for correcting formatting, updating fields, and determining missing values. This enables the clients to set up once and save time without being dependent on difficult processes and inaccurate spreadsheets.

The Zoho DataPrep platform is on its way to becoming AI-driven data analytics and self-service tool through data preparation and augmented analytics. It is a BI platform that will allow its customers to clean, unify, and analyze cross-departmental data and obtain an encyclopedic view of the company.

This is a solution that combines Zoho DataPrep which automates and simplifies challenges of importing data sources along with an enhanced version of Zoho Analytics 5.0. The users launch queries for a deeper understanding of data by using the graphical tools or using Ask Zia which is Zoho’s conversational AI platform. The end goal is to make things simple for end-users so that they can construct and share analytics featuring pre-built visual dashboards for data integration and flexible deployment.

Conclusion
Zoho DataPrep is advanced self-service data preparation and pipeline service that helps organizations prepare and manage huge volumes of data. In case you wish to implement Zoho DataPrep then get in touch with a qualified and certified Zoho partner who can guide you at each step.

I hope that you learned something new 
Cheers!
Abhi
(Seasoned Zoho Authorized and Certified Partner)

Feel free to contact me if you have any queries
Email: abhishek(@)encaptechno(dot)com
Call: +1-416-405-8185

    • Recent Topics

    • Introducing Zia GenAI: Zoho's Native Generative AI for Zoho Desk

      Hello everyone, Zia GenAI is available on Early Access for Zoho Desk Enterprise subscribers. Kindly fill out this Registration Form to request early access. We are excited to announce the Beta release of Zia GenAI in Zoho Desk, now available through our

    • Add blueprint buttons to listview and kanban

      Hello, just started to use the Blueprints feature - really useful. I have one suggestion to help this work even better - can there be transition buttons that appear on the top of listview & Kanban? Maybe an option as well - "Blueprint transitions appear

    • Deleted message in SPAM

      In one of my gmail accounts (getnickifit@gmail.com) I had an email from PayPal in the SPAM folder. I thought I was moving the message to the inbox from the zoho mobile but it looks like it was deleted. It is no where to be found--inbox, trash, etc. Can it be restored?

    • CRM x WorkDrive: File storage for new CRM signups is now powered by WorkDrive

      Availability Editions: All DCs: All Release plan: Released for new signups in all DCs. It will be enabled for existing users in a phased manner in the upcoming months. Help documentation: Documents in Zoho CRM Manage folders in Documents tab Manage files

    • Multiple Facebook Pages under Single Brand

      Hi everyone, I'd like to know if there is a possibility of connecting multiple Facebook pages under a single brand on Zoho? At the moment, there are different Facebook pages of a single brand and would want to keep under the same brand on Zoho as we

    • Zoho Books Estimate to Zoho CRM quote?

      I'm not sure why this isnt automatic, but maybe I'm missing something. When we create a quote in zoho books we have a custom function that pushes the contact into a deal within the CRM. I can not for the life of me figure out how to push an estimate from

    • Zoho Developer Hangout (ZDH) – Episode 17 | Optimizing Organizational Processes through Automation

      Hey developers! Running a business can get quite overwhelming especially when juggling multiple tools like those in the Zoho ecosystem. Although integrating most of them is a piece of cake, manual intervention is needed at times. Being able to automate

    • User Emails Blocked

      Community: I keep running into issues where our users stop receiving notifications from CRM because their email addresses get blocked in on the backend some how. I reach out to support, they confirm, they fix, and we carry on, but then it happens again.

    • Organization Variables - Restrict Access

      Currently, there is no way to restrict the access to organization variables. This leads to a problem when storing API related values that should be kept secret as anyone with access to create and edit email templates, workflow rules, or inventory templates

    • Apple Messages for Business in Omnichannel communications?

      Hello, Apple launched "Apple Messages for Business" but Zoho CRM or Zoho Desk don't appear in the list of possible integrators. Zoho already promotes https://www.zoho.com/crm/omnichannel.html Omni Channel integration, but Apple Messages does not yet appear.

    • Kaizen #140 - Integrating Blog feed scraping service into Zoho CRM Dashboard

      Howdy Tech Wizards! Welcome to a fresh week of kaizen. This week, we will look at how to create a dashboard widget that displays the most recent blog post of your preferred products/services, updated daily at a specific time. We will leverage the potential

    • Schedule meeting monthly on a particular day

      Suppose I wanted to schedule HR meeting every month on the first Tuesday with each employee separately for 20 minutes each. How could I automate these type of meetings? And if Sunday occurs on the first Tuesday I would like to shift that meeting on next

    • In ZohoCRM Dashboards - Editing Shown Columns on Drilldown of Components

      Hello! I'm working with some Dashboards inside of ZohoCRM. When creating a component (In this case, specifically a KPI Ranking Component), I'd like to customize which fields show when trying to drilldown. For example, when I click on one of the sales

    • Multibrand Help Center - Share knowledge base catgories between multiple departments

      Hello, I would like to know if it is possible to share categories between multiple departments when the multi brand feature is enabled. So that then one portal exists per department, but certain categories are visible in multiple portals. After all, we

    • Added Domain but SSL is not being set properly

      We added a Domain for our landing page and it pushed an SSL cert to it. The Cert is generated by LetsEncrypt, but it doesn't match our subdomain (i.e., it's just pointing to zohosites.com). How do we get the cert properly setup there?

    • Zoho CRM Widget not displaying 2 related lists (JS)

      Okay so I basically have 2 relatedLists that I want to get and render: ZOHO.CRM.API.getRelatedRecords({ Entity: data.Entity, RecordID: data.EntityId, RelatedList: "Notes", page: 1, per_page: 200, }) ZOHO.CRM.API.getRelatedRecords({ Entity: data.Entity,

    • Sharing Knowledge Base articles across multiple departments

      It would be useful to share some Knowledge Base articles across multiple departments where they are applicable, rather than having to go into other departments to find the article you're looking for. For example. Our reception uses the 'Admin' desk whereas our IT guys use the 'Support' desk, however both divisions would find KB articles about our company intranet useful. Reception does not have access to the support desk, so cannot see articles created in the Support KB. Perhaps you could install

    • Iteration through a list - Coming up against a "Failure to update function" error

      Hi there! I've been attempting to get a deluge script working and am running into an error that I have been unable to resolve. The error I am getting is Failed to update function Error at line :18. Improper Statement. Error might be due to missing ';'

    • KPI widget with percentage

      I'm trying to create a KPM widget that displays current performance as a percentage - something like the picture below. I've tried following the instructions at https://www.zoho.com/analytics/help/dashboard/kpi-widgets.html#chart but nothing ends up being

    • Canvas List View Not Saving

      Hi, I am trying to edit a list view to look different depending on the tags. Everything worked well and saved well with multiple views, but when I have gone back in to make some small changes like moving one of the icons it comes up with the error message

    • Team Inbox is not working AGAIN

      I like Team Inbox in general. It makes using a collaborative inbox easy - when it works. The problem is that it doesn't work at times - and it seems to not work, a lot. It's not catastrophic failure, it's little things. Unable to send messages Unable

    • QR code image is not exported in PDFs

      The new QR code field works fine when I include it in a report template and I choose the print option: https://creatorapp.zoho.com/<username>/<app_link_name>/record-print/<report_link_name>/<record_ID>/ But when I try to save the document to a .pdf file

    • QR codes in templates

      I'm excited about the new QR code generator. I have included a QR code that contains the record ID setting "${ID}" as input data. In the report detail it works perfectly but when printing it in a template the code is not shown.

    • This mobile number has been marked spam. Please contact support.

      Hi Support, Can you tell me why number was marked as spam. I have having difficult to add my number as you keep requesting i must use it. My number is +63....163 Or is Zoho company excluding Philippines from their services?

    • geographic search filter in map view

      Hi, I have a recruiting and timesheet system built in Creator. The client wants to enhance the search for candidates based on their location and filter by job skills - currently they look on the Map View which uses the geo location or post code of the

    • Real Estate CRM

      How can I tailor my CRM for real estate? I had seen an image where the CRM included property tabs.

    • Zoho CRM search not working

      The search bar is not showing any results in our CRM installation. We have a lot of items and can not search them by using the navigation each time. Can someone please check this asap.

    • Reload page with widget

      Hi all, I hope I can find some help here. I developed a small widget for Creator that is integrated into a page as a component. The page contains other content as well. When the widget is sent, the entire page should be reloaded to apply the changes to

    • Tip of the week #37 - Manage all your Telegram business conversations directly from your shared inboxes.

      Tired of switching between multiple apps to manage your business conversations? With Zoho TeamInbox's multichannel inboxes, connect your Telegram channel to a shared inbox. This way, your teams can easily handle c View, reply, and collaborate on them

    • Tags on notes aren't syncing correctly on Android

      I've created notes on the desktop version that have several tags assigned, but on both my Android devices those notes only have ONE of those tags instead of all of them, despite the actual content of the note being correctly synced, and I'm also starting

    • Reports - custom layout - duplicate report

      Do you also have this problem and what is the possible solution? I duplicate a report that has a "custom layout". Unfortunately the custom layout is not duplicated. To be improved for a future release by Zoho. I export the custom layout and import it...

    • "Copy Field Values from one Module to another" how to use?

      Hi everyone! I'm sorry if this question was already asked, I didn't find it! So let me explain:  In my Tickets module, we have the custome field "customer type" where we indicate if it's a lead, user, etc... In the Contact module I used the "type" field with exactely the same entries. I would like when in the tickets module an operator choose an option that it automatically update it in the contact module. I found the "Copy Field Values from one Module to another" custom function which seems perfect

    • How to map a global picklist from one module to another

      Hi there, i currently have a new field that is called sales office which we use for permission settings between our different offices located in different countries. It is a global set picklist with three different options: MY, SG and VN. I want to be

    • Pageless mode needed to modernise Writer

      When we switched from GSuite to Zoho, one of the easiest apps I found to give up, was Docs. In many ways, Writer has always been more powerful than Docs, especially in terms of workflows/fillable forms/etc. However, I went back into Docs because I notice

    • Changing the Logo Size on Zoho Sites

      My company logo incorporates both an image and text, and I would like it to be much more prominent on the page than is currently allowed by the small logo box in the template.  Is there any way to hide the page name and then make the logo box much bigger since my company name and logo are connected / are all in one file?  Thank you. 

    • Is it possible to Select Item Serial Numbers from a Sales Order?

      Our accepted estimates are converted to Sales orders for our warehouse staff to pick.  How can my warehouse staff select the serial numbers for an item when editing a Sales Order?  Logically when staff pull an item and have the serial in front of them they update the Sales Order and select the serial. I understand a serial can be added when creating an invoice but how can accounts team know the serial if the warehouse staff can't select it! A basic flaw!

    • MORE BUGS: Client Script, Deluge and Widget JS SDK don't work as expected when trying to retrieve a record that has been "rejected" as part of an approval process.

      Client Script $Page.record is null when accessing a record that has been "rejected" as part of an approval process. Deluge zoho.crm.getRecordById(moduleName, recordId) returns {"status":"failure"} when recordId is a valid, but rejected record. OK... I

    • Zoho CRM Widget not displaying 2 related lists (JS)

      Okay so I basically have 2 relatedLists that I want to get and render: ZOHO.CRM.API.getRelatedRecords({ Entity: data.Entity, RecordID: data.EntityId, RelatedList: "Notes", page: 1, per_page: 200, }) ZOHO.CRM.API.getRelatedRecords({ Entity: data.Entity,

    • Recurring Events Not Appearing in "My Events" and therefore not syncing with Google Apps

      We use the Google Sync functionality for our events, and it appears to have been working fine except: I've created a set of recurring events that I noticed were missing from my Google Apps calendar. Upon further research, it appears this is occurring

    • Zoho Books and Zoho Projects Task Status Update

      How can we create an automation using custom functions for the following scenario. When our zoho books invoice status changes to paid. I want a task in Zoho projects to change to completed.

    • Next Page