Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
40
datasets available to search
ShareScore release 0.9.0
Dataset results
40 results for “the science world”
Open Science as a nest that welcomes, as caring; and with openness to the world
<p>New infographic proposal on Open Science after those of the umbrella and the mushroom; care and welcome are added</p>
Data and figures for "A half-century of global collaboration in science and the 'Shrinking World'"
<p>This package supplements the paper entitled <i>"A half-century of global collaboration in science and the 'Shrinking World'"</i> published in <i>Quantitative Science Studies</i> (doi: <a href="https://doi.org/10.1162/qss_a_00268">10.1162/qss_a_00268</a>).</p><p>It contains the datasets and figures used in the original paper based on bibliometric data from a broad set of scientific publications (works), including journal articles, preprints and datasets; see the subfolder named "all_works".</p><p>In addition, for reference, it also contains datasets and figures based on bibliometric data from journal articles only; see the subfolder named "journal_only". The bottom-level files in this subfolder are suffixed with '_j' for identification.</p><p> </p><p><strong>Contents and Instructions</strong></p><p>The datasets and figures in this package are based on the data obtained via <a href="https://docs.openalex.org/api/">OpenAlex API</a>. See the original paper for details. The following file and folders are found at the next level of the subfolders named "all_works" or "journal_only".</p><p> </p><p><strong>- nworks_intlrate_master</strong> (.csv file)</p><ul><li>This file contains information on the number of works ('nworks_all') produced in each of the 15 research disciplines ('discipline' and 'disc_ID'; see below) by 18 countries (Australia, Canada, China, France, Germany, India, Indonesia, Iran, Italy, Japan, Netherlands, Poland, Russia, South Korea, Spain, Switzerland, UK and US) ('country' and 'country_code') from 1970 to 2021 ('year'), the number of international collaborative works among them ('nworks_intl'), and the international collaboration rate ('intlrate') calculated from the ratio of the two.</li><li>The 15 disciplines are Artificial Intelligence ('disc_ID' = 1; 'ai'), Quantum Science (2; 'quantum'), Biotechnology (3; 'bio'), Nanotechnology (4; 'nano'), Agricultural Engineering (5; 'agri'), Particle Physics (6; 'particle'), Aerospace Engineering (7; 'aerospace'), Nuclear Engineering (8; 'nuclear'), Marine Engineering (9; 'marine'), Neuroscience (10; 'neuro'), Condensed Matter Physics (11; 'condensed'), Environmental Engineering (12; 'envi'), Earth Science (13; 'earth'), Astronomy (14; 'astro') and Pure Mathematics (15; 'math'). See the original paper for the definitions of these disciplines.</li><li>The figures contained in the folders '[line]_nworks' and '[line]_intlrate' are based on this dataset.</li></ul><p> </p><p><strong> - [line]_nworks</strong> (Folder)</p><ul><li>This folder contains line plots (.pdf/.png) representing the trends in the number of works by discipline and country, corresponding to the left-hand side diagrams of Fig. 1 and Suppl. Fig. S2 in the v1 preprint.</li></ul><p> </p><p><strong>- [line]_intlrate</strong> (Folder)</p><ul><li>This folder contains line plots (.pdf/.png) representing the trends in the international collaboration rate by discipline and country, corresponding to the right-hand side diagrams of Fig. 1 and Suppl. Fig. S2 in the v1 preprint.</li></ul><p> </p><p><strong>- [chord]_bilateral</strong> (Folder)</p><ul><li>This folder contains chord diagrams (.pdf/.png) representing the bilateral collaborative relationships by discipline and period, corresponding to Fig. 2 and Suppl. Fig. S4 in the v1 preprint. The number at the end of the file name indicates the period represented by the diagram; specifically, '1' = 1971–1990, '2' = 1991–2000, '3' = 2001–2010 and '4' = 2011–2020.</li><li>The raw data (.xlsx) to reproduce the contained diagrams are also provided by discipline in the accompanied 'Data' folder. The file named '[list]_nworks_(discipline name).xlsx' shows, for the top 30 countries ('country' and 'country_code') in work production during the period indicated by the sheet name, their work production ('nworks_all'), the number of international collaborative works among them ('nworks_intl'), and the international collaboration rate ('intlrate') calculated from the ratio of the two. The file named '[mat]_bilat_nworks_(discipline name)' shows the number of works produced by each country pair during the period indicated by the sheet name. Country names are abbreviated by two-letter country codes (ISO 3166-1 alpha-2).</li></ul><p> </p><p><strong>- [dend]_hcluster</strong> (Folder)</p><ul><li>This folder contains circularised dendrograms (.pdf/.png) representing the international research collaboration clusters by discipline and period, corresponding to Fig. 3 and Suppl. Fig. S5 in the v1 preprint.</li><li>The raw data (.xlsx) to reproduce the contained diagrams are also provided by discipline in the accompanied 'Data' folder. The file named '[mat]_bilat_dist_(discipline name)' shows the distance between each country pair for the period indicated by the sheet name, calculated based on the formula presented in the original paper. Country names are abbreviated by two-letter country codes (ISO 3166-1 alpha-2).</li></ul>
Figs 104–109. 104–106. Telephoroides occidentalis Motschulsky, 1854b in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 104–109. 104–106. Telephoroides occidentalis Motschulsky, 1854b, lectotype, ♀. 104. Habitus, dorsal view. 105. Habitus, ventral view. 106. Labels. 107–109. Telephoroides pallida Motschulsky, 1854b, paralectotype, ♂. 107. Habitus, dorsal view. 108. Habitus, ventral view. 109. Labels.
Figs 110–115. 110–112. Trilychnia flavipes Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 110–115. 110–112. Trilychnia flavipes Motschulsky, 1854a, holotype, sex undetermined. 110. Habitus, dorsal view. 111. Habitus, ventral view. 112. Labels. 113–115. Trilychnia ruficollis Motschulsky, 1854a, syntype, sex undetermined. 113. Habitus, dorsal view. 114. Habitus, ventral view. 115. Labels.
Figs 92–97. 92–94. Pygolampis quadrinotata Motschulsky, 1854b in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 92–97. 92–94. Pygolampis quadrinotata Motschulsky, 1854b, paralectotype, ♂. 92. Habitus, dorsal view. 93. Habitus, ventral view. 94. Labels.. 95–97. Pyractomena vitticollis Motschulsky, 1853, syntype, ♂. 95. Habitus, dorsal view. 96. Habitus, ventral view. 97. Labels.
Figs 98–103. 98–100. Telephoroides fruticola Motschulsky, 1854b in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 98–103. 98–100. Telephoroides fruticola Motschulsky, 1854b, paralectotype, ♂. 98. Habitus, dorsal view. 99. Habitus, ventral view. 100. Labels. 101–103. Telephoroides lineatocollis Motschulsky, 1854b, lectotype, ♂. 101. Habitus, dorsal view. 102. Habitus, ventral view. 103. Labels.
Figs 80–85. 80–82. Pseudolychnuris suturalis Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 80–85. 80–82. Pseudolychnuris suturalis Motschulsky, 1854a, lectotype, ♂. 80. Habitus, dorsal view. 81. Habitus, ventral view. 82. Labels. 83–85. Pseudolychnuris vittata Motschulsky, 1853, paralectotype, ♂. 83. Habitus, dorsal view. 84. Habitus, ventral view. 85. Labels.
Figs 86–91. 86–88. Pygolampis blanda Motschulsky, 1854b in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 86–91. 86–88. Pygolampis blanda Motschulsky, 1854b, Syntype, ♂. 86. Habitus, dorsal view. 87. Habitus, ventral view. 88. Labels. 89–91. Pygolampis interrupta Motschulsky, 1854b, syntype, ♀. 89. Habitus, dorsal view. 90. Habitus, ventral view. 91. Labels.
Figs 74–79. 74–76. Nyctophanes palliata Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 74–79. 74–76. Nyctophanes palliata Motschulsky, 1854a, holotype, ♀. 74. Habitus, dorsal view. 75. Habitus, ventral view. 76. Labels. 77–79. Nyctophanes pellucida Motschulsky, 1854a, holotype, ♀. 77. Habitus, dorsal view. 78. Habitus, ventral view. 79. Labels.
Figs 68–73. 68–70. Nyctophanes cassidea, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 68–73. 68–70. Nyctophanes cassidea, 1854a, holotype, sex undetermined. 68. Habitus, dorsal view. 69. Habitus, ventral view. 70. Labels. 71–73. Nyctophanes lineolata Motschulsky, 1854a, holotype, ♂. 71. Habitus, dorsal view. 72. Habitus, ventral view. 73. Labels.
Figs 62–67. 62–64. Nyctophanes bisignata Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 62–67. 62–64. Nyctophanes bisignata Motschulsky, 1854a, holotype, ♀. 62. Habitus, dorsal view. 63. Habitus, ventral view. 64. Labels. 65-67. Nyctophanes bremei Motschulsky, 1854a, syntype, ♀. 65. Habitus, dorsal view. 66. Habitus, ventral view. 67. Labels.
Figs 56–61. 56–58. Nyctocrepis flabellicornis Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 56–61. 56–58. Nyctocrepis flabellicornis Motschulsky, 1854a, holotype, ♂. 56. Habitus, dorsal view. 57. Habitus, ventral view. 58. Labels. 59–61. Nyctocrepis lamellicornis Motschulsky, 1854a, paralectotype, ♂. 59. Habitus, dorsal view. 60. Habitus, ventral view. 61. Labels.
Figs 44–49. 44–46. Macrolampis cincta Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 44–49. 44–46. Macrolampis cincta Motschulsky, 1854a, paralectotype, ♂. 44. Habitus, dorsal view. 45. Habitus, ventral view. 46. Labels. 47–49. Macrolampis longipennis Motschulsky, 1854a, lectotype, ♂. 47. Habitus, dorsal view. 48. Habitus, ventral view. 49. Labels.
Figs 50–55. 50–52. Macrolampis longula Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 50–55. 50–52. Macrolampis longula Motschulsky, 1854a, holotype, ♂. 50. Habitus, dorsal view. 51. Habitus, ventral view. 52. Labels. 53–55. Nyctocrepis demoulini Motschulsky, 1853, holotype, ♂. 53. Habitus, dorsal view. 54. Habitus, ventral view. 55. Labels.
Figs 32–37. 32–34. Ellipolampis suturella Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 32–37. 32–34. Ellipolampis suturella Motschulsky, 1854a, paralectotype, ♂. 32. Habitus, dorsal view. 33. Habitus, ventral view. 34. Labels. 35–37. Lychnacris triguttula Motschulsky, 1854a, holotype, ♀. 35. Habitus, dorsal view. 36. Habitus, ventral view. 37. Labels.
Figs 14–19. 14–16. Ellychnia californica Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 14–19. 14–16. Ellychnia californica Motschulsky, 1854a, lectotype, ♀. 14. Habitus, dorsal view. 15. Habitus, ventral view. 16. Labels. 17–19. Ellychnia latipennis Motschulsky, 1854a, holotype, ♀. 17. Habitus, dorsal view. 18. Habitus, ventral view. 19. Labels.
Figs 38–43. 38–40. Lychnogaster cinctus Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 38–43. 38–40. Lychnogaster cinctus Motschulsky, 1854a, paralectotype, sex undetermined. 38. Habitus, dorsal view. 39. Habitus, ventral view. 40. Labels. 41–43. Lychnuris klugii Motschulsky, 1854a, lectotype, ♂. 41. Habitus, dorsal view. 42. Habitus, ventral view. 43. Labels.
Figs 8–13. 8–10. Dilychnia basalis Motschulsky, 1853 in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 8–13. 8–10. Dilychnia basalis Motschulsky, 1853, syntype, sex undetermined. 8. Habitus, dorsal view. 9. Habitus, ventral view. 10. Labels. 11–13. Ellychnia albilatera Motschulsky, 1854a, holotype, ♀. 11. Habitus, dorsal view. 12. Habitus, ventral view. 13. Labels.
Figs 1–7. 1–4. Amydetes fucatus Motschulsky, 1854b in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 1–7. 1–4. Amydetes fucatus Motschulsky, 1854b, holotype, ♂. 1. Habitus, dorsal view. 2. Habitus, ventral view. 3. Antenna, lateral view. 4. Labels. 5–7. Bicellonycha lividipennis Motschulsky, 1854b, lectotype, ♂. 5. Habitus, dorsal view. 6. Habitus, ventral view. 7. Labels.
Figs 20–25. 20–22. Ellychnia mexicana Motschulsky, 1854a in New world lampyrid types at the Zoological Institute of the Russian Academy of Sciences
Figs 20–25. 20–22. Ellychnia mexicana Motschulsky, 1854a, holotype, ♀. 20. Habitus, dorsal view. 21. Habitus, ventral view.22. Labels. 23–25. Ellipolampis elongata Motschulsky, 1854a, paralectotype, ♂. 23. Habitus, dorsal view. 24. Habitus, ventral view. 25. Labels.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.