Tool Box
Handy tools and services for the management of research data
There are now numerous tools and services that can support the handling of research data. On this page, we compiled a selection for various RDM tasks. Many other tools and services are currently being developed within the framework of the National Research Data Infrastructure and various disciplinary services, though we cannot list them all here. We therefore recommend that you regularly consult the respective websites for current information.
Overviews of RDM-related tools and services
If you are looking for specific tools and services, also take a look at the following websites.
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Service portfolio of the Leibniz University IT Services (LUIS)
The LUIS offers a wide range of services and infrastructures suitable for storing, generating or editing data, as well as for collaboration.
Namely, the category "storage systems" contains multiple services relevant for RDM purposes.
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LUIS software catalogue
The LUIS offers licences for numerous software tools or provide support in obtaining them. If you need special software, please check first whether it can be obtained through the LUIS.
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Service overview at forschungsdaten.info
At www.forschungsdaten.info/praxis-kompakt/tools you will find an extensive list of programmes and online services that support you with various data processing and project planning tasks.
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Academic Cloud Niedersachsen
The Society for Scientific Data Processing Göttingen(GWDG) operates the "Academic Cloud Niedersachsen" on behalf of the state of Lower Saxony. It bundles numerous services that are available free of charge to all members of public research institutions in Lower Saxony. Login is possible via the "federated login" with the access data of the respective institution, for example also with the LUH ID.
Tools for creating data management plans
You want or need to create a data management plan (DMP) but you are unsure how to do it? The following tools will guide you step by step through the creation process. You simply answer questions for which you are shown explanations and help texts. At the end, you can export your DMP as a document. Such tools are particularly suitable for collaborative work on a plan.
Numerous specialized services and consortia of the National Research Data Infrastructure (NFDI) now offer discipline-specific DMP tools. To find out whether such a tool exists for your field, it is best to check the websites of the NFDI consortia and specialized services relevant to you. You can get an overview at www.forschungsdaten.info/wissenschaftsbereiche.
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Research Data Management Organizer (RDMO)
RDMO is an open source tool developed in Germany that can also be installed locally on individual computers. In most cases, however, it makes more sense to create a free user account for one of the public instances listed here and use it. These differ primarily in the questionnaires or catalogues provided, which are partly generic and partly subject-specific.
Specialised RDMO instances
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RDMO-Instance of NFDI4Ing
Subject-specific catalogue of questions for engineering sciences
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RDMO-Instance of NFDI4Ing
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ARGOS
ARGOS is a tool provided by the EU-funded open science network OpenAIRE. The generic catalogue of questions takes particular account of the European Commission's requirements for data management plans, which must be submitted by EU-funded projects.
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DMPonline
DMPonline is being developed and provided by the UK Digital Curation Centre. It offers a generic English-language question catalogue and is available to users all over the world. However, the data servers are located in the UK and, since Brexit, outside the scope of the General Data Protection Regulation.
Documentary systems
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Electronic lab notebooks
Just like their analogue counterparts, electronic lab notebooks (ELNs) are used to document laboratory experiments and their results. However, the electronic versions have many advantages, especially with regard to retrieving information and processing recorded data. The ELN Finder at TU Darmstadt will help you to find the ELN that best suits your needs.
Several NFDI consortia are currently developing or adapting subject-specific ELNs, which are expected to be available for free use by the respective communities in the near future. Institutional instances are also being set up at many places or are already ready to use. LUH is currently testing eLabFTW. This ELN is also expected to be available soon as part of the Academic Cloud.
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Wikis
Wikis are particularly suitable for holding and linking semi-structured information in text form. If well-organized and consistently maintained, they are much more efficient than loose collections of Word and PDF documents, for example. DokuWiki is available as part of the LUIS "Projektablage". Another open source wiki, which is also used by Wikipedia, is MediaWiki (installation on own server required).
Tools for data collection and analysis
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Conduct surveys
The following tools help you design and conduct online surveys of all levels of complexity.
Note: The free version of the SoSciSurvey tool only allows anonymous surveys for scientific purposes!
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Perform statistical analyses
Almost every conceivable type of statistical analysis can be carried out with the widely used open source program "R".
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Evaluate and visualise measurement data
jBEAM can be used to analyse and visualise measurement data. LUH has purchased a campus licence for the somewhat slimmed-down "Student Edition". It may also be used by non-student LUH members, but not in the context of projects funded by third-parties.
Tools for data preparation
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Clean up tables
Do you know this situation? You want to analyse tabular data, but find that structure and content are inconsistent and incorrect. Typical problems are, for example:
- there is text in columns for numerical values
- several values are merged in the same cell
- special characters have not been coded correctly
With the "OpenRefine" programme, these and other inaccuracies can be corrected relatively quickly and semi-automatically.
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Rename files
Hmmmm, what does the file "APV20864XgbT.txt" contain again? Manually renaming many individual files is time-consuming and rarely free of errors. Fortunately, for such cases, there are tools such as RenameMaster. They can be used to change and standardize hundreds of file names in one go.
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Edit images automatically
Do you want to create thumbnails of all the images in a folder? Or standardise the format? Or change the names? These and other work steps can be conveniently carried out using batch processing with IrfanView. For private use and for use in educational institutions (including universities) the software is free.
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Make scanned/photographed texts searchable
If you work a lot with analogue texts, you will face the task of having to digitize these texts entirely or partially for further evaluation. The PDF24 Creator bundles numerous tools for creating and editing PDF documents. These include automatic text recognition (OCR) in raster images (e.g. jpg or png).
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Anonymise qualitative data
The anonymisation tool QualiAnon is being developed by Qualiservice and Pangaea and supports the replacement of sensitive (usually personal) data in text-based research materials.
Tools for project development and management
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Developing ideas and projects
Paper cards on pinboards are still a popular tool for brainstorming. However, the more ideas that come together and need to be structured, the more annoying the repinning becomes. With the Freeplane software, mind maps can be created very easily and intuitively on the computer. This means that they can be expanded and restructured again and again as required.
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Plan and manage projects
Research projects usually have to be completed by a certain date. Things almost always get very tight towards the end. Solid time and task planning right at the beginning can quickly pay off, especially for larger projects with many participants. ProjectLibre is an open source tool that can help you with this planning. Alternatively, LUH members can use the project management tool from Only Office as part of the personal cloud services. With OpenProject, the Academic Cloud Niedersachsen also offers a comparable tool. GitLab is often used as a project management tool as well, especially in the area of software development.
Services for saving, exchanging, archiving and publishing
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Cloud storage for storing and sharing files
Institutional cloud storage has many advantages. For projects with multiple participants, they can be used as shared file storage, which simplifies sharing. Automatic versioning is often also provided. During field research, data synchronisation with the cloud storage ensures that the collected data is not lost if, for example, a mobile storage medium is lost.
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Publish research data
Publishing research data is part of good scientific practice, provided there are no legal or ethical reasons to the contrary. LUH has an institutional repository in which all types of data can be stored, provided they are not personal. However, if a suitable subject-specific repository is available, it usually makes more sense to store the data there. The re3data.org metadirectory is a good way to search for such repositories.
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Secure long-term archiving of data
In accordance with good scientific practice, at least the research data that forms the basis of a scientific publication should be stored for at least 10 years (as a rule). If this data itself cannot or may not also be published, it makes sense to store it in the LUIS data archive. Backup copies are automatically created there and the data carriers are regularly renewed. Only the person who has stored the data there has access to it.
Tools for data security
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Manage passwords
Sufficiently long and complex passwords are essential for security, but are not always easy to remember. Repeatedly using the same short and possibly easy-to-guess passwords for different services, on the other hand, is a major security risk. A password manager such as KeePass makes it possible to manage an unlimited number of passwords. You then only need to remember a single (sufficiently long and complex) master password.
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Encrypt folders and hard drives
If you work with sensitive data, you should encrypt it to protect it from unauthorised access. VeraCrypt is a tried-and-tested open source programme that can be used to encrypt partitions or even entire hard drives relatively easily. For the highest security requirements, the programme also offers the option of nesting several encryption algorithms or hiding encrypted hard drive areas. The Cryptomator software is particularly suitable for encrypting data in cloud storages. Individual folders can also be encrypted with a packing programme such as WinRAR or 7zip.