Python - code studio
Hi, I see the code studio is "coming soon". We have some files that will require some more complex transformation, is this feature far off? It appears to have been released in Zoho Analytics already
Introducing 8 New Connectors in Zoho DataPrep!
We’ve just made data management even easier - Zoho DataPrep now supports 8 new external connectors to help you build more robust, scalable ETL pipelines. Why it matters: ✅ Broader data access ✅ More automation, less manual work ✅ Smarter pipelines, better
Dataprep Webhook Limits and Cannot update column with Dataprep
I have two problems : 1 - I am using Airflow to trigger my pipeline, and when I tested it, it worked fine a couple of times. However, after that, I received an error: {"code":429,"message":"Request rate limited"}. I didn’t send too many requests — maybe
Announcement: Zoho DataPrep to Deprecate Password-Only Authentication for Snowflake Connections on July 31, 2025
As part of our ongoing commitment to security and in alignment with Snowflake's pledge to the Cybersecurity and Infrastructure Security Agency (CISA) Secure by Design initiative, Zoho DataPrep will no longer support single-factor password authentication.
transforming 1D tables to 2D and the other way round
Does Dataprep have tools to convert 1D tables to 2D tables and the other way round? The actions that are commonly called "pivot" and "melt". What I mean is transitioning between these two kinds of table: 2D id ____ name ____ surname ____ age 00 ____ Matt
Zoho DataPrep
Zoho DataPrep is not updating the dataset. I post the updated dataset in Zoho WorkDrive under the same file name. (I delete the old file and upload the updated file with the same filename.) Zoho DataPrep is supposed to pull the dataset from Zoho WorkDrive,
Announcement: Zoho DataPrep 1.0 will be deprecated on January 31, 2026
We'd like to inform you that the Zoho DataPrep 1.0 version will be officially deprecated as of January 31, 2026. This aligns with our efforts to streamline and improve your overall experience with Zoho DataPrep 2.0 which was released in Sep 2024 . To
Data Import validations
Hi, I currently have a CSV file download from a 3rd party SFTP server prior to performing the data transform. When we don't have any transactional data, a file is still uploaded by the 3rd party to the server, but it is blank. This causes the transform
Failed job notifications
Is there are way to receive an alert when a job has failed? If not this would be a useful feature.
Zoho DataPrep: Data Type Does Not Match Column in the Target - Dates
We are attempting to add a last order date to our customers in Zoho CRM that is pulled from a google spreadsheet. This is the test data fields we are using. When we import into Zoho Dataprep, we get this error. After checking the formatting, it appears
DataPrep Export to CRM - Linking Modules
Is it possible to export data to linking modules in Zoho CRM? If I want to do this will I have to create a custom module using functions and workflows to mimic a linking module? If this is not possible it should be added. I don't see how this is functionally
I want to change the threshold for data quality.
The following error occurs in Zoho Data Prep. > The export was interrupted because the quality of the data set (88.147) is below the minimum quality (100) set. I want to change the data quality threshold, but where can I do this? Translated with DeepL.
dataprep connection with databridge
Hi i have tried con connet using you r data bridge before an database on analitycs and today im'trineg to confirgure anoter conenction trouht datbridge application . bu unfortunately i cant connect to anyting. i don't revice any errors or any infiormationa
Launch Blueprint or Workflow Automation via Zoho Dataprep Import
Greetings All, I'm curious - Is it possible to trigger a Blueprint or Workflow via Data Prep import? Thanks in Advance
Data Prep not loading
Problem is simple, it just fails to load. Peace Robin
Can you edit individual fields data manually in dataprep?
I just need to affect a manual change in a number of fields. Can I do this in dataprep, ie is there a transformation that can do this or it is fixed only to the formulas available to the column? Peace A Human
Announcement: Migrate your workspaces to Zoho DataPrep 2.0
Zoho DataPrep 2.0 was recently launched with exciting new updates to the platform. You can read more about the new updates in the previous announcement. To take full advantage of the new data pipeline features, migrate your existing workspaces from the
Specify query with parameters
Hi, Is it possible to specify a sql query with filter parameters? Alternatively, is it possible to specify filters for a sql db table being imported? Thanks, Nick
Databridge issue
Hi I have installed Databridge into my PC and I have connected a MySQL that I use in Zoho Analytics. When I try to access the same connection through Zoho DataPrep the databridge is not available and the module requests me to download and install again
Export to Snowflake Failing
I'm attempting to export data to snowflake, but it continues to fail and producing the following error message: Table creation in the cloud database has failed. Error details: net.snowflake.client.jdbc.SnowflakeSQLException: Cannot perform CREATE TABLE.
How to Maintain Column Order When Exporting DataSets from DataPrep
I have a daily scheduled export of a Dataset that absolutely must maintain a consistent column order. However, I'm finding that the exported column order changes from time to time which breaks the pipeline upstream. Is there some method of ensuring that
Announcing Zoho DataPrep 2.0: An AI-Powered Data Management Platform
Originally launched in 2021, Zoho DataPrep started as an efficient self-service data preparation solution. We are excited to launch our new version 2.0, with significant enhancements to our platform to help you manage your end-to-end data needs with the
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
Cannot change datatype from Dataprep into Zoho Analytics
When importing data directly from DataPrep into Zoho Analytics, I am unable to change the datatype for a column to visualise as a geo-location. Zoho Analytics says it cant change the table as its a system table, while Dataprep only has a "map" datatype
Announcing DataPrep 2.0 Beta!
Being data-driven is an important end goal for all organizations, because when businesses can manage, analyze, and make actionable decisions based on data, they have a competitive advantage. With that said, how confident are you in making business decisions
Data types are not imported from Subforms
I have a subform in Zoho CRM Contacts. With Date type, Currency Type, and Text type. When i import to DataPrep, the Dataset shows all fields has TEXT. The same problem when trying to export data from DataPrep to that subform in Zoho Contacts. The system
Relative Dates
Is there a way to apply a Relative Date filter in DataPrep (ie. Today or Yesterday)? I need to filter a dataset to only include rows with a created date of yesterday, but I’m not finding a way to do it?
Integration With Creator
Is integration with Zoho Creator possible? If not presently, is it on the roadmap?
A Comprehensive Report: Ensuring Data Diversity and Compliance with Zoho DataPrep
Executive Summary: In today's data-driven landscape, organizations face the challenge of managing diverse datasets from various sources while ensuring data cleanliness and compliance with regulatory standards. Zoho DataPrep offers a robust solution to
Currency data type invalidates any value above 999.99
I imported sales data from Amazon via an XLSX file. The data type in Excel was "Currency". Data prep is showing any value of $1000 or over as invalid. I tried deleting the $ and any commas, removed whitespaces and still any value above that amount comes
50 row limit - Merge and Cluster
I am trying to standardize about 28000 rows. When I select Merge and Cluster, it limits each run to 50 rows. This is not practical for many data sets. I cannot find reference to the limitation in either Zoho subscription or help documents. How do you
Marking ePHI, preventing export of sensitive information - here's how orgs can use DataPrep for HIPAA compliance
We're thrilled to unveil enhanced HIPAA compliance features within Zoho DataPrep, designed to bolster the protection and handling of ePHI (Electronic Protected Health Information). HIPAA as most of you know, refers to Health Insurance Portability and
File Pattern Matching in DataPrep Amazon S3
I'm trying to automate the refresh of a simple CSV file in a folder in a bucket on S3. . I'm using the advanced selection because I have 2 different files I need to import: Stores_20240208.csv People_20240208.csv I can connect to the bucket Using the
Export to zoho CRM
It's so pity .Dataprep can't export to Zoho CRM via connection. If Dataprep can do that .It will save a lots of time to integrate.
help dataprep
Hello, I've started working with the "dataprep" tool from Zoho. The objective is to automate the import of customer data from our Sage ERP to Zoho CRM. The first step involves synchronizing the "ACCOUNT" data, followed by the "contact" data, and finally,
Filter incomplete email addresses using DataPrep or DataPrep + Zoho Worksheet
Hello, I have a dataset containgin hundreds of email addresses. Each "email address could be: correct: i.e. info@companyname.ext incomplete: i.e. info@companyname empty I can see Data Prep is able to recognize wrong data type: Is there a way to manually
Check for "similar" Account Names
Is there a way to use DataPrep to compare the Account_Name in CRM Accounts to a column in a spreadsheet? Account Name in CRM is unique. I want to try to catch, before import, Account names which might be duplicates that a human could recognize, but which
Zoho DataPrep doesn't import external data with DataBridge
In a new project we want to import data to CRM through DataPrep. for 25 days the system has worked. After some changes we have not been able to successfully import the data again. When we launch the import activity, no complaint from DataPrep (previously
Bulk change columns data type
Hello, is there a way to bulk change the columns data type in a Dataset? Thank you
Zoho DataPrep integration with OpenAI (beta)
We are thrilled to announce Zoho DataPrep's integration with OpenAI. The public beta roll-out opens up three features. Users who configure their OpenAI Organizational ID and ChatGPT API key (Find out how) will be able access the features. The features
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