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    • Labii: The Best ELN for ELISA Data Analysis
    • Introducing Labii’s Mouse Colony Management: Streamlining mouse colony tracking for research lab
    • 2024-11-04 Introducing Labii’s New API Documentation: Your Guide to Seamless Integration
    • 2024-06-09 Introducing Labii v10.0.0: A Revamped User Interface for Enhanced Research Experience
    • 2023-11-1 Revolutionizing Scientific Research: The Vitality Robotics & Labii Partnership
    • 2023-09-15 Labii's Cutting-Edge Data Center Launches in Hong Kong, Marking Chinese Market Entry
    • 2023-01-09 Labii Partners with Beijing Topbiox to Introduce Labii ELN and LIMS to the Chinese Market
    • 2022-06-22 Labii ELN & LIMS Joins the Tetra Partner Network to Help Pharmaceutical Customers
    • 2022-01-19 Labii Made A Contribution To The Leukemia And Lymphoma Society To Fight Cancer
    • 2020-11-22 Labii ELN & LIMS Opens A New Data Center In Europe
    • 2020-09-12 Announcing An Exciting Partnership With QB3
    • 2020-01-22 Labii Will Now Offer ELN & LIMS To All MBC BioLabs Startups
    • 2019-07-31 Labii ELN & LIMS Is Nominated For The Outsell 300
    • 2019-01-06 Announcing The Historic Partnership Between Labii And Hanhai Biolabs
    • 2017-08-18 Labii Presents To Tasly Pharmaceutical Group
    • 2017-06-23 Labii At 2017 Biopacific Conference
    • 2016-05-28 NSF Funded
    • 2016-01-17 Labii At Wuxi Global Forum
    • 2015-11-22 Interview At Plug And Play
    • 2015-11-15 Labii LLC Is Now Labii Inc
    • 2015-10-06 Labii Presents In Stanford Chinese Students And Scholars Symposium
    • 2015-08-10 Labii After Icorps Special Forces Now
    • 2015-05-15 Labii Scientific Paper Commenting And Rating Platform Has Been Selected As One Of The Top
    • 2015-05-11 Labii To Attend 3DS Stanford
    • 2015-03-23 Labii Makes Debut In ACSSS Career Fair Stanford University
    • 2015-03-15 Join Labii At Stanford University ACSSS Career Fair
  • Feature updates
    • Unlocking the Power of Labii CRM: A Fully Integrated Customer Management Solution
    • 2024-11-29 A Comprehensive Guide to Permission Settings in Labii
    • 2024-10-27 Integrating QuickBooks with Labii: A Powerful Solution for Streamlined CRM and Finance
    • 2024-07-27 Willkommen! Labii Now Supports Deutsch (German) Language
    • 2024-04-14 Streamline Your Sample Testing Workflow with Labii LIMS for Sample Testing
    • 2024-04-04 Introducing Labii's New Calendar Integration Feature: Seamlessly Sync Your Lab Records
    • 2024-03-26 Labii's New Field Function: Advancing Scientific Data Capture and Calculation
    • 2024-03-04 Enhancing Laboratory Efficiency: Introducing Inventory Usage Tracking with Labii
    • 2024-02-05 Labii's New AI QA Feature Integration in In-Page Documentation
    • 2024-01-22 Labii LIMS for Next-Generation Sequencing (NGS): Streamlining Efficiency in the Lab
    • 2023-10-03 Streamline Your Lab Workflow with Labii Equipment Scheduling
    • 2023-08-01 Introducing Labii v9.0.0: Unleashing the Power of Local Version and AI Features!
    • 2023-07-17 Labii's Local Data Center: Empowering Data Control and Security
    • 2023-06-27 Labii CRM Now Fully Supports Stripe API for Invoice Payment
    • 2023-06-13 Introducing Labii's Desktop and Mobile Applications for Enhanced Data Management
    • 2023-05-09 The Future of Research: Exploring the Benefits of Labii ELN and ChatGPT
    • 2023-04-08 Labii's Steps Widget: Ultimate Tool for Organizing and Tracking Experimental Processes
    • 2023-02-28 Efficiently Connect External Data Sources with Labii API Widget for Research Management
    • 2023-02-26 Introducing Labii ELN & LIMS 8.0
    • 2023-01-29 Simplifying Data Transfer With The Labii Serial Port Widget
    • 2023-01-24 Efficiently Tracking And Managing Research Tasks With Labii
    • 2023-01-14 Use Labii As Diabetes Tracker
    • 2023-01-10 Automatic Your Pipeline With Workflows In Labii LIMS
    • 2022-10-27 Barcode System In Labii LIMS
    • 2022-10-11 Utilize Labii LIMS For Diagnostic Testing
    • 2022-09-21 Introducing Labii ELN & LIMS 7.0
    • 2022-08-19 Sample Storage Management In Labii LIMS
    • 2022-07-14 Table List View Vs Project List View In Labii ELN & LIMS
    • 2022-07-11 User Management In Labii Electronic Lab Notebook And LIMS
    • 2022-06-16 Managing Permissions, Sharing, And Collaborating In Labii ELN & LIMS
    • 2022-06-06 Signing And Witnessing In Labii Electronic Lab Notebook (ELN)
    • 2022-05-09 3 Methods To Create New Entries In Labii Electronic Lab Notebook (ELN)
    • 2022-04-30 How To Document Research Data With Electronic Lab Notebook (ELN) For R&D And Production
    • 2022-01-26 Permission Control In ELN & LIMS: Top-down Vs. Bottom-up
    • 2021-11-26 Introducing Labii 6.0
    • 2021-06-13 Labii Supports The Chemical Drawing Widgets Of Marvin JS, Kekule.js, JSME And SMILES
    • 2021-06-12 Labii Added Files Importing Function For Chemical Drawing Widgets
    • 2021-05-30 Tickets, Forum, And Requests Were Added To Labii Support Center
    • 2021-05-23 Labii Integrated 4 New Chemical-related Widgets
    • 2021-04-16 New Google Drive Widget
    • 2021-03-26 Enhanced Labii ELN & LIMS Security With Antivirus Scan
    • 2021-03-16 New Version V5.0 Released
    • 2020-11-03 Chemical Registration With Labii ELN & LIMS
    • 2020-10-25 Perform Sample Aliquoting With Labii ELN & LIMS
    • 2020-08-08 What's New With Labii ELN & LIMS Version 4
    • 2020-06-05 Use Labii Scheduling Widget To Maintain Social Distancing While Performing Research
    • 2020-01-31 Labii Supports Chemical Drawing With Marvin JS
    • 2019-08-26 ELISA Standard Curve With Labii ELN & LIMS In 3 Steps
    • 2019-08-21 3 Widgets To Manage Your Barcodes At Labii ELN & LIMS
    • 2019-08-09 New Sketch Widget In Labii ELN & LIMS To Write And Draw
    • 2019-06-04 Labii ELN & LIMS Introduces New Reporting Functionality
    • 2019-06-02 Labii ELN & LIMS (v4) Released
    • 2019-03-09 Labii ELN &LIMS Introduces New Reference Management Function
    • 2019-01-13 Sample Consumption Tracking Functionality In Labii ELN & LIMS
    • 2018-12-19 Enhance Your Labii Electronic Laboratory Notebook (ELN) And LIMS
    • 2018-11-16 Formula Support Added In Labii ELN & LIMS
    • 2018-10-14 Labii Introduces Cutting Edge ELN Feature For The Visualization Of Gene Sequences
    • 2018-08-12 Labii Electronic Lab Notebook For Bioinformatics Data Analysis
    • 2018-06-21 Support Ticket At Labii ELN & LIMS
    • 2018-06-13 Introducing The Design Of Labii ELN & LIMS
    • 2018-05-03 Labii Is Releasing A New Version Of Electronic Lab Notebook v3.0
    • 2018-03-22 Using Blockchain Technology In Electronic Lab Notebook (ELN)
    • 2018-03-14 Pay Per Use Electronic Lab Notebook
    • 2018-02-28 Labii ELN & LIMS v3 Is On Beta Testing
    • 2018-02-18 Text Editor Widgets For Labii Electronic Lab Notebook
    • 2018-01-22 Extend The Usability Of Your Labii ELN Via Widgets
    • 2017-04-19 Labii ELN 2 Is Released
    • 2016-03-08 Updated Landing Page And Data Export
    • 2016-02-29 New Labii Dashboard
    • 2015-12-15 Labii ELN Is Now Completely Table Friendly
    • 2015-11-10 New Feature To Import Your Word Documents To Labii ELN
    • 2015-11-03 Security Of Labii Electronic Lab Notebook
    • 2015-09-20 Labii Electronic Lab Notebook Is Now In Beta Testing
    • 2015-09-02 Labii ELN Is On Alpha Testing
  • Customer stories
    • 2023-10-15 Streamline Customer Follow-up Emails with Labii's Process Management
    • 2023-07-23 The Importance of ELN in Academic Research: Lessons from Stanford President's Resignation
    • 2022-08-02 Avoid Research Fraud By Publishing Raw Scientific Data With Labii Electronic Lab Notebook
    • 2022-03-13 What Should You Expect To Pay For An Electronic Lab Notebook
    • 2020-02-06 Labii ELN & LIMS Facilitates Infectious Disease Research
    • 2019-12-13 What Should You Do When Your Scientists Don't Keep Their Lab Notebooks Updated?
    • 2018-10-23 Recent Scientific Fraud In Cardiac Stem Cell Research, How Labii ELN & LIMS Can Help Avoi
    • 2018-10-22 4 Steps To Pick An Electronic Laboratory Notebook (ELN) That’s Perfect For You
    • 2018-08-01 Prevent And Effectively Stop Vaccine Crisis With Labii ELN & LIMS
    • 2018-06-21 Alternative Solutions To Top 3 Barriers When Switching From Paper To ELN
    • 2018-02-24 Resolve R&D Bottleneck With Labii ELN & LIMS
    • 2018-01-18 3 Reasons An ELN & LIMS Is Difficult To Meet The Diversity Of Researchers' Interests
    • 2017-08-10 5 Reasons Why You Are Taking Bad Lab Notes
    • 2017-05-15 Here Is Why You Should Never Use Open Source Electronic Lab Notebook
    • 2017-05-04 Increate Competitive Advantage In Biotech With Labii Electronic Lab Notebook
    • 2016-09-16 Labii Helps Dr Haoquan Wu From TTU Health Sciences Center Published A New Article
    • 2016-06-23 A Better Approach For An Incentive Based Approach For Improving Data Reproducibility
    • 2016-06-21 Secrets And Lies Faked Data And Lack Of Transparency Plague Global Drug Manufacturing
    • 2015-07-18 First Research Paper Published Facilitated By Labii
    • 2015-01-22 It Is Time For Labs To Go Digital
  • Product comparisons
    • 2024-10-29 Labii: The Best Affordable Alternative to Benchling for ELN/LIMS
    • 2022-02-02 Here Is Why You Should Choose Labii ELN Over Labfolder
    • 2018-10-04 Labii ELN & LIMS Vs LabWare, Which One Should I Choose?
    • 2018-10-03 Comparative Analysis Of Labii And LabWare In ELN & LIMS
    • 2018-08-30 Comparative Analysis Of Labii ELN & LIMS And Benchling Software Platform
    • 2018-08-30 Labii ELN & LIMS Vs Benchling, Which One Should I Choose?
  • Others
    • Top 10 Electronic Lab Notebooks (ELN) of 2025: Streamline Your Research with Integrated Inventory
    • 2024-07-06 Top 10 Electronic Lab Notebooks (ELNs) in 2024: Enhancing Scientific Documentation
    • 2023-11-08 Revolutionizing Tech Startups: How ChatGPT Transforms the Game
    • 2023-08-23 Setting up CRISPResso2 as an AWS Batch Job: A Comprehensive Guide
    • 2023-08-07 Effortless Data Migration to Labii: Introducing Our Python Toolkit
    • 2023-01-02 Create A Tutorial Video Using Python Scripts And AI
    • 2020-05-22 Why Do I Move Away From Zappa Serverless?
    • 2018-07-29 How To Earn Free Credits From Labii ELN & LIMS
    • 2018-02-05 Is An ELN & LIMS Too Expensive For You?
    • 2016-07-31 LIMS Class Medium Deck
    • 2015-12-07 Advice For Those Who Are Beginning The SBIR Grant Proposal Process
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On this page
  • 1. Different research groups produce different types of data.
  • 2. Different type of data requires different columns.
  • 3. Specific requirement of different records.
  • How can we store the diversity of data on one platform and meet all different requirements?

Was this helpful?

  1. Customer stories

2018-01-18 3 Reasons An ELN & LIMS Is Difficult To Meet The Diversity Of Researchers' Interests

2018-01-18

Previous2018-02-24 Resolve R&D Bottleneck With Labii ELN & LIMSNext2017-08-10 5 Reasons Why You Are Taking Bad Lab Notes

Last updated 2 years ago

Was this helpful?

On July/August 2017, a group of researchers from University of Cambridge (life sciences), coordinated a trial of to explore the possibility of deployment or recommendation of a product for use at campus, school or departmental levels. They conclude that, in Cambridge at least, it would be inappropriate to prescribe a single product for use at Campus, College, Department or Research Group levels, because of the sheer diversity of interests, workflows and preferences within the research community. As a result, they have created a web page (http://www.gurdon.cam.ac.uk/institute-life/computing/elnguidance) with some guidance notes for prospective users and listed , plus other . We at , as the vendor of , do have a similar impression after talking to hundreds of customers. We have always been asked with questions like can you do this, or can you do that? We are trying our best to meet our customer's requirements, but still, it is not possible to develop an ELN that makes everyone happy. The solutions that Labii provides, and I am sure the other provide as well, is focused on the features that has been mostly required. What makes it so hard to meet the diversity of researchers' interests, requirements and preferences?

1. Different research groups produce different types of data.

Different research groups usually focus on different research areas and therefore, they need different data to demonstrate their results and to support their hypothesis. Even for those groups that are working in the similar area, the type of data they generated is different because of different methods they applied. It is common for most of the biotech researchers to store the samples, the reagents, and most of these modules already available in the . However, the samples and reagents are just a small portion of data researchers are trying to track. They might need to store the plasmids and cell lines as well. Or in some other labs, researchers need to store the proteins. It is clearly not feasible to purchase a specific LIMS for each type of data.

2. Different type of data requires different columns.

Each type of data requires many specific attributes. For example, reagent data requires vendors, prices, volume, concentrations, et.al; protein data requires molecular weight, sequences, et.al. In LIMS, all these data stored as structured data in SQL database, with specific headers. Each type of data is created as one table in a database. It is technically impossible to efficiently put two different type of data, with all different headers in one table. Even within the same type of data, the attributions are often different. One record might have a metadata that none of the other records would have. Most of the time, the researchers themselves have no idea what other attributes might come. Diversity and the unknown of data attribution is the second reason which hinders the creation of universal .

3. Specific requirement of different records.

Besides the above two issues, one other problem is the specific requirement of different records. Specifically, an equipment record needs to attach an instruction document, an experiment notebook needs signatures, a reagent requires the log of usage, et.al. The requirement of such specific functionalities is still growing.

How can we store the diversity of data on one platform and meet all different requirements?

In 2017, Labii has started working on resolving such issues, creating an that is powerful yet also flexible. We created solutions for each of above problems: We have created modules to enable users from an organization to customize what kind of data they want to store and what terms they prefer. We also make it possible to extend customizable columns with specific data type requirements. Also, we provide widgets to extend the functionalities of each record. All of these awesome updates and solutions will be available in our coming new version:

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