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Impact Analysis
90,728
Total Citations
6,230
Unique Citing Papers
15
Citing Fields
20
Citing Institutions
59
Linked Publications
20 canonical · 28 mentions · 11 papers
2,692
Papers Depending on Software
2183.0M
Package Downloads
121,355
Dependent Packages
5,524
External Users
Non-contributor participants
Publications
Total Citations90,728
Median Citations85
Portfolio FWCI81.38
Citation Trajectory
→116
12
224
13
383
14
717
15
1050
16
1640
17
2713
18
3964
19
6344
20
10716
21
12626
22
14265
23
16175
24
17479
25
2179
26
Repositories
Paper Connections59
Papers Depending on Software2,692
Package Downloads2183.0M
Dependent Packages121,355
Dependent Repos1,677,411
Adoption Signals
Issues from Users7,722
PRs from Users12,581
External Unique Users5,524
Publications
81.38FWCI (28 papers)
Percentile Distribution
Top 1% (26)Top 10% (1)No data (27)
Citation Distribution
0
6
1-5
8
6-20
6
21-50
4
51-100
6
101-500
13
500+
11
Top Papers
| Title | Cit. | FWCI | Pctl |
|---|---|---|---|
| Matplotlib: A 2D Graphics Environment | 37,171 | 24.05 | 100th |
| Array programming with NumPy | 20,267 | 1362.12 | 100th |
| Data Structures for Statistical Computing in Python | 10,594 | 0.40 | 100th |
| scikit-image: image processing in Python | 6,573 | 91.98 | 100th |
| Julia: A Fresh Approach to Numerical Computing | 6,011 | 337.62 | 100th |
| pandas-dev/pandas: Pandas | 1,690 | - | - |
| SymPy: symbolic computing in Python | 1,573 | 90.07 | 100th |
| Vega-Lite: A Grammar of Interactive Graphics | 788 | 24.41 | 100th |
| PyMC: a modern, and comprehensive probabilistic programming framework in Python | 698 | 126.44 | 100th |
| stringr: Simple, Consistent Wrappers for Common String Operations | 651 | - | - |
Repositories
Top Repos by Paper Connections
| Repository | Citing | Mention | Total |
|---|---|---|---|
| ropensci/beautier | 13 | 0 | 13 |
| bactopia/bactopia | 7 | 0 | 7 |
| arviz-devs/arviz | 3 | 0 | 3 |
| econ-ark/hark | 3 | 0 | 3 |
| ropensci/hydroscoper | 3 | 0 | 3 |
| vega/altair | 3 | 0 | 3 |
| gammapy/gammapy | 2 | 0 | 2 |
| pandas-dev/pandas | 2 | 0 | 2 |
| quantecon/quantecon.py | 2 | 0 | 2 |
| pydata/xarray | 2 | 0 | 2 |
Mention Sources
Softcite
140
CZI
311
SoftwareKG
164
145 software items confirmed by multiple sources
Publications
Citing Authors22,969
Citing Institutions4,647
Top Citing Institutions
Centre National de la Recherche Scientifique(FR)
216 citations
University of Washington(US)
135 citations
University of Chicago(US)
115 citations
Massachusetts Institute of Technology(US)
112 citations
University of Oxford(GB)
103 citations
Harvard University(US)
99 citations
Recent Citing Papers
- A super‐resolution framework for the reconstruction of T2‐weighted (T2w) time‐resolved (TR) 4DMRI using T1w TR‐4DMRI as the guidance2020cites: ITK: enabling reproducible research and open science
- DNA Barcodes of the animal species occurring in Italy under the European “Habitats Directive” (92/43/EEC): a reference library for the Italian National Biodiversity Network2017cites: seqinr: Biological Sequences Retrieval and Analysis
- Initial Current Discrepancy in Simulating Lithium-Ion Battery Packs - Resolution from Dr. Ralph White’s Analytical Approach2023cites: Python Battery Mathematical Modelling (PyBaMM)
- Adaptive Choropleth Mapper: An Open-Source Web-Based Tool for Synchronous Exploration of Multiple Variables at Multiple Spatial Extents2019cites: Vega-Lite: A Grammar of Interactive Graphics
- Reconstructing a metazoan genetic pathway with transcriptome-wide epistasis measurements2018cites: Matplotlib: A 2D Graphics Environment
Repositories
Software Used By
University of Washington(US)
3 papers
Banaras Hindu University(IN)
2 papers
Indian Institute of Technology BHU(IN)
2 papers
National University of San Luis(AR)
2 papers
Google (United States)(US)
2 papers
Consejo Nacional de Investigaciones Científicas y Técnicas(AR)
2 papers
University of Oxford(GB)
2 papers
Stanford University(US)
2 papers
Australian National University(AU)
2 papers
Indian Institute of Technology Kharagpur(IN)
2 papers
External User Breakdown
Issue Reporters5,085
Reviewers0
Triagers55
Supporters115
Publications
Citing Domains4
Citing Fields26
Citing Subfields219
Top Citing Fields
Computer Science1716
Biochemistry, Genetics and Molecular Biology1439
Medicine946
Physics and Astronomy934
Engineering917
Top Citing Subfields
Molecular Biology964
Artificial Intelligence803
Computer Vision and Pattern Recognition773
Astronomy and Astrophysics726
Information Systems and Management385
Repositories
Software by Research Field
Computer Science
21
Biochemistry, Genetics and Molecular Biology
11
Decision Sciences
9
Economics, Econometrics and Finance
4
Social Sciences
3
Business, Management and Accounting
3
Earth and Planetary Sciences
3
Environmental Science
3
Medicine
2
Physics and Astronomy
2
Engineering
2
Agricultural and Biological Sciences
1
Psychology
1
Countries (28)
115
United States
33
France
25
Germany
22
Australia
20
India
14
United Kingdom
9
Ireland
6
Spain
6
Denmark
5
Argentina
5
Canada
4
Slovakia
3
Uganda
3
Czechia
2
The Netherlands
2
Norway
2
South Korea
2
Sri Lanka
2
Singapore
2
Japan
1
Sweden
1
Finland
1
Russia
1
Kenya
1
South Africa
1
Vietnam
1
Switzerland
1
China
144 institutions total, 144 with coordinates
Open Access Status
Gold OA
Green OA
Unknown
Closed Access
Hybrid OA
Bronze OA
Research Topics
Genomics and Phylogenetic Studies
10
Computational Physics and Python Applications
7
Scientific Computing and Data Management
5
Parallel Computing and Optimization Techniques
3
Bacterial Identification and Susceptibility Testing
3
Gut microbiota and health
3
Time Series Analysis and Forecasting
3
Data Analysis with R
3
Evolution and Paleontology Studies
3
Other
12
Publication Venues
Zenodo (CERN European Organization for Nuclear Research)
11
The Journal of Open Source Software
5
Proceedings of the Python in Science Conferences
2
PeerJ
2
PeerJ Computer Science
2
Genes
1
Methods in Ecology and Evolution
1
Other
8