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https://nih.figshare.com/

Repository to make datasets resulting from NIH funded research more accessible, citable, shareable, and discoverable. Data submitted will be reviewed to ensure there is no personally identifiable information in data and metadata prior to being published and in line with FAIR -Findable, Accessible, Interoperable, and Reusable principles. Data published on Figshare is assigned persistent, citable DOI (Digital Object Identifier) and is discoverable in Google, Google Scholar, Google Dataset Search, and more.Complited on July,2020. Researches can continue to share NIH funded data and other research product on figshare.com.

Proper citation: NIH Figshare Archive (RRID:SCR_017580) Copy   

•   Source: SciCrunch Registry

https://github.com/YosefLab/FastProject

Software Python tool for low dimensional analysis of single-cell RNA-Seq data. Software package for two dimensional visualization of single cell data. Analyzes gene expression matrix and produces output report in which two-dimensional of data can be explored.

Proper citation: FastProject (RRID:SCR_017462) Copy   

•   Source: SciCrunch Registry

https://amp.pharm.mssm.edu/geneshot/

Software tool as search engine for ranking genes from arbitrary text queries. Enables to enter arbitrary search terms, to receive ranked lists of genes relevant to search terms. Returned ranked gene lists contain genes that were previously published in association with search terms, as well as genes predicted to be associated with terms based on data integration from multiple sources. Search results are presented with interactive visualizations.

Proper citation: Geneshot (RRID:SCR_017582) Copy   

•   Source: SciCrunch Registry

https://mousebytes.ca/home

Open access database for all cognitive data collected from touchscreen related tasks. Performs data comparison and interactive data visualization for any data uploaded onto the site. There are also guidelines and video tutorials available.

Proper citation: Mousebytes (RRID:SCR_017904) Copy   

•   Source: SciCrunch Registry

https://ki.se/en/research/the-swedish-twin-registry

Registry contains information about twin pairs for which zygosity is known, both mono- and dizygotic pairs. Registry covers older, middle, and younger cohorts. There are approximately 30 projects ongoing based on data from this registry.

Proper citation: Swedish Twin Registry (RRID:SCR_017478) Copy   

•   Source: SciCrunch Registry

https://clowder.ncsa.illinois.edu/

Web based data management system that allows users to share, annotate, organize and analyze large collections of datasets. Software tool for creating some metadata about software tools automatically. Open source data management for long tail data. Provides support for extensible metadata annotation and distributed analytics for automatic curation of uploaded data. Open source software that can be customized and deployed on your own cloud.

Proper citation: Clowder (RRID:SCR_017599) Copy   

•   Source: SciCrunch Registry

https://www.thermofisher.com/us/en/home/life-science/protein-biology/protein-assays-analysis/western-blotting/detect-proteins-western-blot/western-blot-imaging-analysis/ibright-western-blot-imaging-systems/ibright-analysis-software-connectivity.html

Software for organizing and analyzing blot and gel images captured on iBright Imaging Systems. Available as desktop version PC and Mac OS compatible and cloud-based version accessible via web browser through Connect platform.

Proper citation: iBright Analysis Software (RRID:SCR_017632) Copy   

•   Source: SciCrunch Registry

http://taylor0.biology.ucla.edu/structureHarvester/

Web based program for collating results generated by program STRUCTURE. Provides assess and visualize likelihood values across multiple values of K and hundreds of iterations for easier detection of number of genetic groups that best fit data. Reformats data for use in downstream programs, such as CLUMPP.It is complement for using software Structure in genetics population. Website and program for visualizing STRUCTURE output and implementing Evanno method., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Structure Harvester (RRID:SCR_017636) Copy   

•   Source: SciCrunch Registry

https://amoebadb.org/amoeba/

Integrated genomic and functional genomic database for Entamoeba and Acanthamoeba parasites. Contains genomes of three Entamoeba species and microarray expression data for E. histolytica. Integrates whole genome sequence and annotation and includes experimental data and environmental isolate sequences provided by community researchers.

Proper citation: AmoebaDB (RRID:SCR_017592) Copy   

•   Source: SciCrunch Registry

https://github.com/XSLiuLab/tumor-immunogenicity-score

Repository to share analysis procedure, data and help readers or reviewers to know more detail of this work, reproduce or make use of results they are interested in.

Proper citation: TIGS (RRID:SCR_017565) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=webchem

Open source software package for R programming language that is used to acquire chemical information from online data sources. Package contains functions that allow programmer to interact with webpages and APIs to retrieve chemical information.

Proper citation: webchem (RRID:SCR_017684) Copy   

•   Source: SciCrunch Registry

https://data.caltech.edu/

Data and software repository from CalTech.

Proper citation: CaltechDATA (RRID:SCR_017602) Copy   

•   Source: SciCrunch Registry

https://github.com/srp33/ShinyLearner

Software framework for performing benchmarks of machine learning classification algorithms. Containerized benchmarking tool for machine-learning classification of tabular data.

Proper citation: ShinyLearner (RRID:SCR_017608) Copy   

•   Source: SciCrunch Registry

https://github.com/SilverLabUCL/SilverLab-Microscope-Software

Software for use with compact Acousto-Optic Lens Microscope (AOLM) developed in the Silver Lab at UCL. Written in LabVIEW. Performs multiple imaging modes and protocols including Z-stacks, multi-plane, single-plane, sub-volume, patches and points. It comes with tools for visualising data acquired with system.

Proper citation: Silver Lab Microscopy Software (RRID:SCR_017456) Copy   

•   Source: SciCrunch Registry

http://vbspt.sourceforge.net/

Software package for analysis of single particle diffusion trajectories, where diffusion constants switch randomly according to Markov process. Analytical tool to combine information from thousands of short single-molecule trajectories of intracellularly diffusing proteins. Has ability to learn number of diffusive states directly from data, in addition to model parameters such as transition rates and diffusion constants.

Proper citation: vbSPT (RRID:SCR_017554) Copy   

•   Source: SciCrunch Registry

https://www.adinstruments.com/products/labchart

LabChart data analysis software creates a platform for all of your recording devices to work together, allowing you to acquire biological signals from multiple sources simultaneously and apply advanced calculations and plots as your experiment unfolds. LabChart Reader is free version of software that allows to analyse with some limitations. LabChart Reader doesn’t allow saving of data - export image only. Has data pad for analysis.

Proper citation: LabChart Reader (RRID:SCR_017551) Copy   

•   Source: SciCrunch Registry

https://www.mbfbioscience.com/microdynamix

Software tool for dendritic spine analysis that enables to visualize and quantify spine morphology over time. After loading image data acquired at different time points from in vivo and in vitro imaging sessions, automatically aligns images in 3D, then reconstructs dendritic branches, detects dendritic spines, and identifies important metrics such as length, thickness, and overall number, for accurate quantitative comparison.

Proper citation: MicroDynamix (RRID:SCR_017671) Copy   

•   Source: SciCrunch Registry

https://www.mbfbioscience.com/vesalius

Software tool as ultra fast, multi channel resonant scanning laser confocal microscope system for rapid 2D and 3D slide scanning, and cleared tissue imaging. System for imaging of slide mounted specimens and cleared tissue imaging. Utilizes strip mosaic scanning process to rapidly and accurately collect fluorescent image data while stage moves specimen continuously in y-axis.

Proper citation: Vesalius (RRID:SCR_017670) Copy   

•   Source: SciCrunch Registry

https://nextstrain.org/

Open source project to harness scientific and public health potential of pathogen genome data. Provides continually updated view of publicly available data alongside powerful analytic and visualization tools for use by community. Used to aid epidemiological understanding and improve outbreak response. Open source SARS-CoV-2 genome data and analytic and visualization tools.

Proper citation: Nextstrain (RRID:SCR_018223) Copy   

•   Source: SciCrunch Registry

https://github.com/AllenInstitute/AllenSDK

Software tool as code for processing and analyzing data in Allen Brain Atlas. Source code for reading and processing Allen Brain Atlas data. Allen SDK focuses on Allen Brain Observatory, Cell Types Database, and Mouse Brain Connectivity Atlas.

Proper citation: Allen Software Development Kit (RRID:SCR_018183) Copy   

•   Source: SciCrunch Registry