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

    • Top Menu Disappeared from Blog Page

      Hi, Our top menu disappeared at Blog Posts page. However, it's still visible any other page on the website. I attached two screenshots, so it can be understood clearly. How can we bring back top menu? Thanks, K.

    • Missing phone numbers

      yesterday I have noticed that most contacts' phone numbers are missing. At first I thought it is a synchronisation problem with my Android phone but as I have found later, numbers are missing on Zoho. I have tried to reimport contacts from a backup but

    • Customise 404 page in Zoho Sites 2.0

      Is it possible to customise the 404 page in Zoho Sites 2? You use to create a new 404 page and that became the default 404 page, but this does not seem to work anymore? Any pointers/suggestions/support appreciated :)

    • [Important announcement] Zoho Writer will mandate DKIM configuration for automation users

      Hi all, Effective Dec. 31, 2024, configuring DKIM for From addresses will be mandatory to send emails via Zoho Writer. DKIM configuration allows recipient email servers to identify your emails as valid and not spam. Emails sent from domains without DKIM

    • Create workflow rules based on notes

      Last modified on 17/04/2023: Creating Workflow rules based on notes is now available for all Zoho CRM users in all DCs. Note that it was an early access feature available only upon request. As of April 13, 2023, it is rolled out for al Zoho CRM accounts.

    • Workflow sync between zoho books and zoho inventory

      Hello, While the custom fields, validation rules and even custom buttons are sync'd between zoho books and zoho inventory, the workflow rules do not. Not sure if this is an intentional purpose of zoho team for some good reason or if it's in the development

    • Item sales account via api

      Hey everyone, I’m making an invoice using the create invoice endpoint on the api. Is it possible to set a sales account in the line_items attributes?

    • Zoho Please change your ways

      I started using Your new Zoho bookings in earnest 3 days ago. What a mistake.  Once again, everything is backwards and upside down.  I had to spend 5 hours testing how the thing works in order for me to understand how to acutally use it.  When i started using google calendar years ago.  it took seconds to figure out how it works. Why is that. bc they put everything in places where it makes sense.  Today, I needed to add an appointment as well as a time off.  Stupid me i added the time off first,

    • Make a ticket visible in the Community

      Hi there, It is possible to have a conversation with a customer via a ticket and eventually the proposed solution isn't possible yet. Therefore you want to add it as an idea in the Community, available and open to everyone that is in the community, so

    • Zoho email folders gone

      Hi, All my email folders are gone, i cant found any email, except sent. Also before folder rulesas was changed and i didnt fixed them, could you please check it?

    • Pause/Resume Subscrtiption API

      I don't see the option to Pause/Resume a subscription using the API, is it in the pipeline?

    • Update Department on Ticket (with applied Blueprint)

      Hello, Is it possible to update the Department of a ticket which is dictated by a blueprint, e.g. I would like to change departments at different states in the Blueprint. I do not see this is an option in workflow rules or blueprint transition actions,

    • ERROR_CODE :554, ERROR_CODE :rejected due to spam

      Please verify bounce message: This message was created automatically by mail delivery software. A message that you sent could not be delivered to one or more of its recipients. This is a permanent error. xxx@thalesesec.com Error, ERROR_CODE :554, ERROR_CODE

    • Can't verify domain with AWS Route53

      I have a domain successfully transferred to AWS Route53 from NameCheap. When I try to CNAME or TXT Records as suggested, they are added in AWS console however zohomail does not verify them. For the TXT record zohomail says the value is wrong, whereas

    • Sent emails not going and showing "Processing"

      Hello Team, Could you please assist with sent emails showing "processing" and not actually going through? Many thanks and regards, Cycology

    • LinkedIn verification link and otp not receiving

      For the last 2 to 3 weeks I'm trying to verify my LinkedIn account to access my company's LinkedIn page, Linkedin is sending verification links and codes to this email address but I have not received any codes or links. Please help me here. Looking forward

    • send file to ftp or another external service

      i'v created a zoho creator application for take a picture and rename it by phone. Now i need to send Each renamed pictures to my ftp or to specific folder on google drive...then, delete it from creator. (every picture recived it will processed by another program and stored on my Erp) HOW CAN I DO ??

    • Mass pdfs into OCR field

      I am working on a Creator app that my org will use internally. Is there any way to mass upload pfs through a form with an OCR file upload field? Is Creator capable of this, or would I need to use Catalyst?

    • How to upload a file to form file upload field from deluge script.

      Hi guys, I need to store API response into Form File upload field . I'm not getting any errors but PDF file is not assigned to file upload field. You can check possibilities using below details: Method: POST URL: https://v2.convertapi.com/convert/web/to/pdf?Secret=<<SecretKey>>&Token=<<APIKey>>&Url=https://www.google.com You need to generate secretKey and APIKey by Login to https://www.convertapi.com/a/su Response: { "ConversionCost": 4, "Files": { "FileName": "www_google_com.pdf", "FileSize": 68342,

    • Export view via deluge.

      Hi, Is it possible to export a view (as a spreadsheet) via deluge? I would like to be able to export a view as a spreadsheet when a user clicks a button. Thanks     

    • Subform Time field showing as null in script.

      Good Afternoon everyone. I am trying to take the information from my subform and populate it into a multiline field in the CRM. The code below works with no errors. The problem is, it shows that the Open and Close (Time fields) are null. But they are

    • Is there a way to sort report on record template by a specific field like date field

      Hi, Is it possible to sort the report on the record template by the date field and not the default Added Time. Please check the example bellow: The records are sorting by the added time I wand to change that by the date field,

    • Shared subfolders

      Am I right in thinking that there is no Zoho email application that allows me to create a shared inbox and then add additional folders/subfolders under that inbox? If so, this is really quite incredible and probably a deal breaker for us to start using

    • Update Multi select field values to another form table as individual record

      Hi, I am new to coding and do basics within deluge. I need help with the deluge script to meet the following requirement. Form Student Attendance The fields are : Attendance Date Course (Lookup to Course Form) Class (Lookup to Class Form) Students (Multi

    • Shared Mailbox - Mark as read for all users

      Hi all, Maybe someone can help me out. At the moment we have a shared mailbox without streams. When a users reads an mail or marks it as read other users will not see this. How can we resolve this? We now archive the mails when read and followed up. However

    • Allocate emails to user in a shared mailbox

      Hi, This might be obvious, but I cannot find the answer. I have 3 shared mailboxes so any team member can see the emails. Is there a way of allocating a specific email to a user so that it is their responsibility to deal with it? Thanks in advance.

    • How to view shared mailbox in Outlook

      How to view shared mailbox in Outlook or in another software

    • Customising the approval email

      Is there anyway to customise the Approval email or to add further fields as the default looks so basic and unlike any of the other email notifications from Desk. My users just thought it was spam.

    • Pushing GCLID info from Gravity Forms to ZohoCRM

      We are switching to Gravity Forms from Zoho Forms and I cannot find any good info on how to make sure my GCLID tracking info is pushed through to the CRM through my new forms. There was an article in the documentation about placing something within the

    • Issue Configuring SSO Integration with Cognito in Zoho Help Center

      Dear Zoho Support Team, We have been working on configuring SSO integration for our Zoho Help Center using Amazon Cognito. While the setup appears to be completed successfully, we are encountering an issue when attempting to access the Help Center. The

    • Need manual aggregate column pathing help

      See linked video here: https://workdrive.zohoexternal.com/external/a5bef0f0889c18a02f722e59399979c604ce0660a1caf50b5fdc61d92166b3e7

    • Merging contacts does fail because of help center membership

      I'm trying to merge two contact records (they are the same contact) where one of them is a member on the help center. The system warns me about this situation and then I de-activate this contact as an "End User" for the help center. Right now the system

    • Duplicate Contacts - how to get merge or delete

      I have noticed that our list of contacts in Zoho Desk duplicates contacts periodically.  I have yet to identify when or why.  How do I merge or delete them?  I see there is a "Deduplicate" but I am unable to find anything that explains this feature.

    • "Mark as Spam" not working as expected

      Dear support, in the below scenario, clicking on "Mark as spam" identifies only the first of the checked emails as spam, removes that email from the visible list and leaves the rest of the list still visible & unchecked. I've tried check-marking them

    • Massive price increase for user licenses of Zoho Portal

      This actually a complaint about this announcement: https://help.zoho.com/portal/en/community/topic/free-user-licenses-across-all-portal-user-types You present this as an enhancement. And, yes, while reading the main part, I'd agree that (for smaller companies),

    • Calendar - "super compact" week view

      every time i go to my calendar i have to re-engage the "super-compact view" for the week view...is there a way to make "super-compact" a default view so I dont have to keep on setting it manually?

    • Calendar - "pop up" locations

      One of the attractive features of google calendar and outlook calendar is that locations for events will start to automatically populate the location drop down menu as you type. Adding this feature to zoho calendar would be the final feature i need.

    • Using Zia in Zoho Sheet data to research the internet and return answer to a cell in Zoho Sheet

      I'm trying to see if Zia (connected with OpenAI key) can take data parameters stored in a Zoho Sheet to conduct research out on the internet then return an answer into the same Sheet. I'm trying to do the equivalent of using something like the =AI() function

    • [Free Webinar] Learning Table Series - Creator for the Education Industry

      Hello Everyone! We're thrilled to invite you to the Learning Table Series—a year-long initiative to demonstrate how Zoho Creator can transform industries with innovative and automated solutions. Each month focuses on a specific industry, and this time,

    • Remove the [## XXXX ###] from subject replies

      For our organisation we would like to have the [## XXXX ###] removed from subject replies. Cheers, Jurgen 365VitaalWerken

    • Next Page