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Impact Analysis
94,704
Total Citations
67,948
Unique Citing Papers
15
Citing Fields
20
Citing Institutions
69
Linked Publications
26 canonical · 31 mentions · 12 papers
55,710
Papers Depending on Software
2616.7M
Package Downloads
131,322
Dependent Packages
13,139
External Users
Non-contributor participants
Publications
Total Citations94,704
Median Citations83
Portfolio FWCI78.04
Citation Trajectory
→117
12
225
13
386
14
717
15
1049
16
1655
17
2745
18
4044
19
6499
20
11039
21
12945
22
14625
23
16625
24
18197
25
3698
26
Repositories
Paper Connections69
Papers Depending on Software55,710
Package Downloads2616.7M
Dependent Packages131,322
Dependent Repos1,794,240
Adoption Signals
Issues from Users11,058
PRs from Users13,800
External Unique Users13,139
Publications
78.04FWCI (32 papers)
Percentile Distribution
Top 1% (29)Top 10% (1)No data (31)
Citation Distribution
0
8
1-5
8
6-20
6
21-50
5
51-100
7
101-500
14
500+
13
Top Papers
| Title | Cit. ▼ | FWCI | Pctl |
|---|---|---|---|
| Matplotlib: A 2D Graphics Environment | 37,869 | 30.17 | 100th |
| Array programming with NumPy | 20,849 | 1275.47 | 100th |
| Data Structures for Statistical Computing in Python | 10,787 | 0.47 | 100th |
| scikit-image: image processing in Python | 6,689 | 89.08 | 100th |
| Julia: A Fresh Approach to Numerical Computing | 6,011 | 337.62 | 100th |
| pandas-dev/pandas: Pandas | 1,690 | - | - |
| xarray: N-D labeled Arrays and Datasets in Python | 1,589 | 38.16 | 100th |
| 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 |
Repositories
Top Repos by Paper Connections
| Repository | Citing | Mention | Total ▼ |
|---|---|---|---|
| ropensci/beautier | 13 | 0 | 13 |
| bactopia/bactopia | 7 | 5 | 12 |
| arviz-devs/arviz | 6 | 0 | 6 |
| sigmavirus24/github3 | 0 | 6 | 6 |
| pandas-dev/pandas | 2 | 3 | 5 |
| ipinfo/python | 0 | 5 | 5 |
| docker/docker-py | 0 | 5 | 5 |
| pydata/xarray | 2 | 3 | 5 |
| matplotlib/matplotlib | 1 | 4 | 5 |
| mwaskom/seaborn | 2 | 2 | 4 |
| yhat/ggplot | 0 | 4 | 4 |
| numpy/numpy | 1 | 3 | 4 |
| scikit-image/scikit-image | 1 | 3 | 4 |
| econ-ark/hark | 3 | 1 | 4 |
| vega/altair | 3 | 1 | 4 |
| cython/cython | 0 | 3 | 3 |
| scikit-learn/scikit-learn | 0 | 3 | 3 |
| ropensci/hydroscoper | 3 | 0 | 3 |
| singularityhub/singularity-cli | 0 | 3 | 3 |
| conda/conda | 0 | 3 | 3 |
Mention Sources
Softcite
143
CZI
311
SoftwareKG
164
146 software items confirmed by multiple sources
Publications
Citing Authors189,004
Citing Institutions16,504
Top Citing Institutions
Centre National de la Recherche Scientifique(FR)
3430 citations
California Institute of Technology(US)
1343 citations
University of Oxford(GB)
1286 citations
University of Cambridge(GB)
1245 citations
Center for Astrophysics Harvard & Smithsonian(US)
1236 citations
Massachusetts Institute of Technology(US)
1217 citations
Recent Citing Papers
- Analysis of the H.E.S.S. public data release with ctools2019cites: Matplotlib: A 2D Graphics Environment
- Jet Structure and Burst Environment of GRB 221009A2024cites: Array programming with NumPy
- Measurement of prompt charged-particle production in proton-proton collisions at a centre-of-mass energy of 13 TeV2021cites: SymPy: symbolic computing in Python
- A Compartmental Model for <i>Xylella fastidiosa</i> Diseases with Explicit Vector Seasonal Dynamics2023cites: Julia: A Fresh Approach to Numerical Computing
- Gridded land use data for the conterminous United States 1940–20152022cites: Array programming with NumPy
Repositories
Software Used By
University of Washington(US)
3 papers
Aalto University(FI)
3 papers
University of Tübingen(DE)
2 papers
Banaras Hindu University(IN)
2 papers
New York University(US)
2 papers
Arvinas (United States)(US)
2 papers
Google (United States)(US)
2 papers
Stanford University(US)
2 papers
University of Oxford(GB)
2 papers
Indian Institute of Technology Kharagpur(IN)
2 papers
External User Breakdown
Issue Reporters12,683
Reviewers0
Triagers53
Supporters63
Publications
Citing Domains4
Citing Fields26
Citing Subfields242
Top Citing Fields
Physics and Astronomy22468
Engineering14488
Biochemistry, Genetics and Molecular Biology14414
Computer Science14055
Medicine8736
Environmental Science7695
Earth and Planetary Sciences6790
Neuroscience3848
Materials Science3727
Agricultural and Biological Sciences3690
Top Citing Subfields
Astronomy and Astrophysics16910
Molecular Biology10689
Artificial Intelligence7410
Instrumentation5763
Nuclear and High Energy Physics3646
Computer Vision and Pattern Recognition3599
Electrical and Electronic Engineering3540
Atomic and Molecular Physics, and Optics3181
Biomedical Engineering3116
Materials Chemistry2959
Repositories
Software by Research Field
Computer Science
25
Biochemistry, Genetics and Molecular Biology
11
Decision Sciences
11
Environmental Science
4
Earth and Planetary Sciences
4
Economics, Econometrics and Finance
4
Business, Management and Accounting
3
Social Sciences
3
Engineering
2
Medicine
2
Physics and Astronomy
2
Agricultural and Biological Sciences
1
Materials Science
1
Psychology
1
Countries (28)
166
United States
33
France
28
Germany
22
Australia
20
India
14
United Kingdom
9
Ireland
6
Spain
6
Denmark
5
Argentina
5
Canada
4
Finland
4
Slovakia
3
Uganda
3
Czechia
2
The Netherlands
2
Norway
2
South Korea
2
Sri Lanka
2
Singapore
2
Japan
1
Sweden
1
Russia
1
Kenya
1
South Africa
1
Vietnam
1
Switzerland
1
China
153 institutions total, 153 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
9
Scientific Computing and Data Management
6
Parallel Computing and Optimization Techniques
4
Bacterial Identification and Susceptibility Testing
3
Data Analysis with R
3
Evolution and Paleontology Studies
3
Gut microbiota and health
3
Time Series Analysis and Forecasting
3
Other
12
Publication Venues
Zenodo (CERN European Organization for Nuclear Research)
13
The Journal of Open Source Software
7
Journal of Open Research Software
2
PeerJ
2
PeerJ Computer Science
2
Proceedings of the Python in Science Conferences
2
Astronomy and Astrophysics
1
Other
8