Zoho DataPrep Overview
What is Zoho DataPrep?
Zoho DataPrep is an advanced self-service data preparation software. It offers a comprehensive and automated solution to model, cleanse, prepare, enrich and organize large volumes of data from multiple data sources to serve data analytics and data warehousing with exceptional data quality. Using DataPrep you can create data flows from various sources to destinations using a visual pipeline builder. The advanced scheduling options and workflow triggers make data movement and monitoring seamless.
What is and why data preparation?
Data preparation, or more commonly data wrangling is the process of collecting, combining, structuring, cleaning, transforming, and enriching your data.
If your business deals with data collected from multiple sources and you find it difficult to manage huge chunks of data everyday, you need a reliable data wrangling tool. The need to convert ever-increasing volumes of unstructured data into actionable insights is driving organizations to rethink their approach to preparing data. It is estimated that data preparation alone accounts for 80% of the time spent in making business decisions (Source: The New York Times). Most data wrangling activities are routine, tedious, time-consuming and require coding expertise to perform manually, but can be automated. This is where Zoho DataPrep can help you.
Let's say your company uses a CRM software to process sales data. The data has got issues like duplicate entries of your leads and invalid contact details. You have no option but to manually fix them for an ideal customer relationship management. Let's look into some frequently faced issues: missing data, duplicate data, old or redundant data, compliance, and data management issues. These issues can potentially affect your business. The conventional approach to fixing these issues could take days to weeks and require coding expertise depending on the complexity involved. But imagine resolving your issues in a matter of seconds with just a few clicks.
Here's what Zoho DataPrep can do to help you,
- Missing data - Suppose you collect feedback from your customers. They could miss out on a few details and this could lead to incomplete entries in your system. With Zoho DataPrep can use the Fill empty cells transform to fill in the required data or you can filter and delete the missing data.
- Duplicate data - Having multiple data sources and manually entering data may lead to duplicate data most of the time. Zoho DataPrep can effortlessly help you find and remove duplicate rows and columns using the Deduplicate transform.
- Old or redundant data - Sometimes you could be processing redundant data that is of no use to your business. You need to do manual audits regularly to tackle this problem. With Zoho DataPrep, you can simply set up a pipeline and automate the import and export workflows to ensure that your data is always up to date.
- Compliance issues - It is crucial to maintain confidentiality when you collect personal information and ePHI data. Zoho DataPrep is GDPR and HIPAA compliant and handles personal data securely. Personal data is protected using encryption at rest, data masking, and tokenization.
- Data management - Data management is as significant as data preparation. But it can be challenging if you have huge volumes of data. The Data cataloging feature in Zoho DataPrep helps with easy data management and data discovery based on the usage of data assets, their status, and associated meta information.
- Increased time consumption - The fundamental issue with data preparation is the increased time consumption. Automating the mundane tasks is the quickest way to reduce time with data preparation. With Zoho DataPrep you can create pipelines and automate data preparation workflows and receive alerts.
Key functionalities of Zoho DataPrep
The laborious tasks involved in data preparation are made simple and effective by creating data pipelines. The application boasts powerful features such as live preview of your data operations, a timeline of the previous states of your data, actionable insights on data quality, and more. Here are a few highlights,
1. You can create a pipeline and connect to 50+ data sources and 30+ destinations including files, feeds, cloud storage, databases, warehouses, and business applications such as Zoho Analytics, Zoho CRM, and more.
2. You can add destinations and export your prepared data to 30+ destinations including files, feeds, cloud storage, databases, warehouses, and business applications such as Zoho Analytics, Zoho CRM, and more.
3. Zoho DataPrep auto-suggests transforms based on your data. You can perform smart data cleaning using intelligent suggestions.
4. Availability of 250+ data transforms and AI-based enrichments like sentiment analysis, language detection, keyword extraction for data enrichment.
5. Automated workflows and data pipelines. Automating mundane tasks is the quickest way to reduce time with data preparation. You can schedule data preparation workflows and receive alerts.
6. Data cataloging helps with data management and data discovery based on the usage of data assets, their status, and associated meta information.
7. Zoho DataPrep helps identify personal and ePHI data in your data, ensures privacy by masking or tokenizing sensitive data, and enables you to adhere to privacy policy and data protection regulations like the GDPR. All data associated with Zoho DataPrep are always encrypted in-transit and at-rest.
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