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.
- Empowers business users with a self-service data preparation
- Offers high-quality data for any business need
- Helps in identifying the next step with augmented data preparation
- Brings unstructured data into the fold
- Helps in being expansive scale with the cloud
- 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.
- 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
- Warehouses and Databases: It is also possible to import data from a wide range of warehouses and databases.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Blend Data: The data can be blended from a wide range of sources using the join and append transforms.
- 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.
- 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.
- Monitoring Data Quality: The use of Zoho DataPrep helps in continuous monitoring of data quality while sending alerts anytime the quality drops.
- 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.
- Discover Data Easily: The data can be discovered easily using a system-wide search capability powered by Zia.
- 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.
- 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.
- 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.
- 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
Access your files securely from anywhere
Centralize Knowledge. Transform Learning.
All-in-one knowledge management and training platform for your employees and customers.
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
Abhishek - Zoho Partner
pierrebrocart.marketing
Alan Francis
Tom
Viswanath Subramani SS
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
Can I share the drive with another Windows user?
We use the WorkDrive Sync application on a server with several remote desktop users. Our question is: Can the drive created by WorkDrive Sync be shared from one of these remote users with the other users so they can access the files, or do we need toSyncing Bills in Zoho Books to Zoho CRM
Is there any way to sync the Bills in Zoho Books in Zoho CRMAuto CheckOut Based On Shift.
This Deluge script runs on a scheduled basis to automatically set the 'Actual_Check_Out' time for employees who haven't manually checked out. If the current time is past their scheduled 'Shift_End_Time', the script updates the check-out time to matchERROR: Product type cannot be changed for Items having transactions.
I have mistakenly added a product type as goods for an item that was a digital service. Now when HSN/SAC became mandatory, this brought my attention to this error I did. So I tried changing the product type but it displayed this error message ProductBoost your CRM accuracy with smart Data Enrichment
Hello all! In this post let's look at data enrichment from a holistic perspective to gain more clarity on how you can use it. So, here's a quick recap of what data enrichment is and how you set it up it to enhance your existing module data! What is dataIs it possible to set a region lookup table so that my deal country can lookup this lookup table
Hi there, I would like to be able to add a data lookup table with the following fields: Country, Region. And then in my deal report, i can then lookup this table to fish out the region in my report. This will be important for my sales process to categoriseTest Emails Show Sent "via zcsend.net" in My Gmail Account
I noticed the following info... However, a few email service providers such as Outlook and Gmail will display that the email was sent by zcsend.net (Zoho campaigns’ server) on your behalf instead of just your from email address. In order to prevent this, you can go for either of these options: Do not select the check box meant for DomainKey Signature which is listed under Unverified sender domains. Include our mail servers by advanced authentication method such as SPF/ Sender ID and DomainKey/ DKIM.'UnAuthenticated Connection: zbooks_connection'
I have a zoho connection in Zoho Books, the link name es zbooks_connection, but I like to validate if exist, by example if I use this line in my code: response=zoho.books.getTemplates("", "","zbooks_connection"); But I don't have the connection I likeCalling the new 'Custom API' feature from within a Custom Widget
From what I've learned it is not possible to call an endpoint from the new "Custom API" feature within a Creator Widget. The SDK's doesn't support it yet, when calling it natively you end up with CORS issues or at least I couldn't get it working evenCannot post to Instagram. I get the error: Insufficient permission to publish on this page. Check with your page Admin to update permissions.
We had another admin that left the company. Since he left, we get this error when posting to Instagram.Zoho desk desktop application
does zoho desk has a destop applicaion?Ability to re-order Workflow Rules
We really need the ability to re-order workflow rules within departments. Either the ability to drag/drop them into a different order or something.Create an article template
I have a question concern the Knolwedge Database from Zoho Desk. There is any possibility to create an article template ? Exemple of what I research : TODAY : I want to create a lot af articles with the same baseline > I create one article > I copy/pasteChange of Blog Author
Hi, I am creating the blog post on behalf of my colleague. When I publish the post, it is showing my name as author of the post which is not intended and needs to be changed to my colleague's name. How can I change the name of the author in the blogs?? Thanks, RamananZoho FSM API Delete Record
Hi FSM Team, It would be great if you could delete a record via API. Thank you,Instant Messaging Update | Now migrate your WhatsApp Business phonenumber from another BSP to Zoho Desk | Dec'23
Hi All, Everything seems to move at lightning speed these days, and time is certainly flying by for the IM team. But we are delighted at how much ground we covered this year. 🚀 For one, we enabled WhatsApp business phone number migration so that youUpload ticket attachments via Drag-&-Drop
Hello, if you want to upload a file to the ticket attachment you need to click the button and use the file browser to select and upload the desired file. In many cases, it would be much more efficient if you could simply drag the file to the browser window...Can we disable add to cart in Zoho Commerce?
Hello, Our sales happen on the phone. During the call the customer is directed to our website to inspect the products together with the sales rep. So we need a way to present our inventory. I figured Zoho Commerce is a good fit for this use case. HoweverIntroducing WhatsApp integration in Bigin
Greetings! In today's business landscape, messaging apps play a significant role in customer operations. Customers can engage with businesses, seek support, ask questions, receive personalized recommendations, read reviews, and even make purchases—allZoho One account closure vs deactivation
I wonder what are the best practices and guidelines around deactivating vs deleting Zoho accounts in organisations? Any practical considerations?Schedule Zoho CRM reports only on Business Days
Hello, Is it possible to schedule reports only on business days ? We currently get daily sales reports on weekend which has no value since the sales team doesn't work on weekends. ThanksHow to install Widget in inventory module
Hi， I am trying to install a app into Sales Order Module related list, however there is no button allow me to do that. May I ask how to install widget to inventory module related list?How to track a contact or customer's past product purchases in Bigin Premiere?
Hello there. I am the sole user of Bigin for a small company (chess club), and would like to track current and past purchases made by a contact (player) or company (family which includes the player). Players may register for multiple tournaments, takeLENTITUD EN RECIBIR MAIL
Buenas tardes, Estamos experimentando lentitud en la recepción de correos electrónicos.Items should display under specific warehouse
I have configured the multi warehouse but it show all the items under all warehouse which is not correct according to our business logic, so i want that items should only display under that specific warehouse not under all the warehouses not even with zero quantity. Some items should be common but not all so is there any option for that purpose so i can specific the items to its warehouse. RegardsPartial refunds
I am trying to process refund for a one item invoice, however the refund is partial: i am getting this error while creating credit note, can anyone share some wisdom about thisBest practice importing items and matching assemblies
Hi, I was wondering what would be the best practice to import items and composite items (assemblies) From my backup, what should I import first? The items or the composite items? I am on Zoho one, using inventory and books. Kind regards, SabineBulk Fill In & Edit PO/Bill/SO/Invoice
Hello, I am adding stock in bulk on a PO, the system is automatically populating the Rate (price) and Tax from the item data. Problem is that the bill rate is different from the rate on the item data, so I have to manually erase each and enter the price.Items Below Reorder Point Report?
Is there a way to run a report of Items that are below the Reorder Point? I don't see this as a specific report, nor can I figure out how to customize any of the other stock reports to give me this information. Please tell me I'm missing something sCancelled Transfer order problem
Hello, We've canceled a transfer order, and we can't add the related items to a new Transfer Order. The system tells us that the bin doesn't have the required quantity, but when we check the item, it indicates that there are 2 units in the bin. It alsoCreating a Chart from a Report
In Zoho Analytics, is it possible to create a chart from a Pivot View report? We are looking to use Zoho Analytics to replace Excel for Sales reports and would like to be able to show both the table and the chart together.Client Portal ZOHO ONE
Dear Zoho one is fantastic option for companies but it seems to me that it is still an aggregation of aps let me explain I have zoho books with client portal so client access their invoice then I have zoho project with client portal so they can access their project but not their invoice without another URL another LOGIN Are you planning in creating a beautiful UI portal for client so we can control access to client in one location to multiple aps at least unify project and invoice aps that wouldEmail Insights included in Bigin emals are marked as SPAM everywhere
Today I noticed that email recipients who use Office 365 never receive emails sent from Bigin. Further examination showed that all Email Insights links in email headers are marked as spam/phishing by Office 365. Example screen included. The problem isData Import | Zoho Analytics Custom Query Window Size
Please increase the window size for the Custom Query Data Import. It's impossible to work with such a small query window.Name changed in settings for mailbox but still not changed when typed in To field
In the email account secretary@ i have updaetd the new staff members details but the old members name still appears when I type secretary@ in the To field. I cant work out where Zoho is finding the old name from. I have deleted the browser cache. If ICannot add my name to my domain name
I want to have My name@mydomain.com and it says my name is linked to another account already. Please fix it since I do not have another account.Establishing new Zoho email account on laptop
Good Morning: I am very long time Outlook business user and decided to try your email service last night and had established an account. I am trying to verify my account; how do I establish my Zoho email account on my laptop? I opened the account withunable to send message reason 550 5.4.6 unusual sending activity
My email account can't send message. It shows unable to send message reason 550 5.4.6 unusual sending activity detectedhow to add email to existing organization i w
I am already registered my organization and i have an email id. I need one more email id but i can't find anywhere .i want the cheapest email id . how to add ?e-mail bloqueado
Estou com meu e-mail lucas@peplus.me bloqueado, preciso desbloquear para retorno de usos em minhas atividades.Next Page