Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-teaching-about-networks
An awesome list of resources for teaching about networks and related topics
https://github.com/BrennanAntone/awesome-teaching-about-networks
Last synced: 6 days ago
JSON representation
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No-Code Software
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Online Tutorial Materials
- NLP+CSS 201 Tutorials - Tutorials for advanced natural language processing methods designed for computational social science research.
- Introduction to Computational Social Science Methods with Python
- R Course Material for Communication Science
- UCCSS: University of California Computational Social Science - Multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tool.
- SAGE collection of teaching material for Computational Social Science - Large collection of various teaching material for Computational Social Science
- SICSS Learning Materials - Open source teaching and learning resources for computational social science
- Social and Economic Networks: Models and Analysis - Online course on social and economic networks taught by Matthew O. Jackson
- APIs for Social Scientists
- Introduction to Computational Social Science in R
- Toolkit for Digital Methods - A wiki of resources for digital methods in Social Sciences
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Textbooks
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Social Media and Listservs
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Relevant Awesome Lists
- Awesome Causality - tech/awesome-digital-humanities) | [Awesome Quarto](https://github.com/mcanouil/awesome-quarto) |
- Awesome Community Detection - Julia) | [Awesome R](https://github.com/qinwf/awesome-R) |
- Awesome Computational Social Science - jupyter) | [Awesome Research Software Registries](https://github.com/NLeSC/awesome-research-software-registries) |
- Awesome Data Science with Python - python-data-science)) | [Awesome Machine Learning](https://github.com/josephmisiti/awesome-machine-learning) | [Awesome NLP](https://github.com/keon/awesome-nlp) ([another one](https://github.com/edobashira/speech-language-processing)) |
- Awesome Data Visualization - open-science) | |
- Awesome Data Science - naas/awesome-notebooks) | [Awesome Scholarly Data Analysis](https://github.com/napsternxg/awesome-scholarly-data-analysis) |
- Awesome Deep Learning - python) (other lists: [1](https://github.com/kirang89/pycrumbs), [2](https://github.com/svaksha/pythonidae), [3](https://github.com/trekhleb/learn-python)) | |
- Awesome Network Analysis
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Selected Readings
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Videos and Lectures
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Resources about teaching
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Conferences
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Python
- Python for Computational Social Science and Digital Humanities
- Awesome Python - python)) for general resources in Python
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Resources for use in teaching
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University Course Programs
- MSc Social Data Science
- MSc Social Data Science
- ISO 3166-1 alpha 3
- Master Computational Social System
- Master of Science program in Social Data Science
- Master of Sociology: Quantitative Analysis and Social Data Science specialisation
- Master of Data Science for Public Policy
- Master Social and Economic Data Science
- Master in Computational Social Science
- MSc&T “Data and Economics for Public Policy”
- Master in Data Science for Social Sciences
- MSc Applied Social Data Science
- MPA in Data Science for Public Policy
- MSc Social and Geographic Data Science
- MSc Data Science and Public Policy
- MSc Human and Social Data Science
- DPhil Social Data Science
- Bachelor of Social Sciences in Data Science and Policy Studies
- Bachelor of Arts and Sciences in Social Data Science
- Masters in Computational Social Science
- Master Politics and Data Science
- MSc Social Data Science
- PhD Quantitative and Computational Social Science
- MSc/PG Diploma Applied Social Data Science
- Master Data Science for Economics
- Bachelor Computational Social Science
- Master's Programme Computational Social Science
- Master Computational Social Science
- M.S. in Computational Social Science
- M.A. in Computational Social Science
- M.S. in Computational Analysis & Public Policy
- Complex Networks and Systems track of the PhD in Informatics
- Master of Arts in Interdisciplinary Studies: Computational Social Science Concentration
- PhD in Computational Social Science
- Master of Science in Data Science for Public Policy
- MA in Quantitative Methods in the Social Sciences: Data Science Focus
- BS in Social Data Science
- Master of Science in Public Policy and Data Science
- Master of Science in Survey and Data Science
- BS in Social Data Analytics
- BS in Computational Social Science
- Master (Research) in Societal Resilience - Big Data for Society
- Master's Degree Applied Urban Science and Informatics
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Workshops
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Online Courses and Material
- Toolkit for Digital Methods - A wiki of resources for digital methods in Social Sciences
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Journals
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University Course Programs
- Big Data & Society
- Computational Communication Research
- Computational Economics
- EPJ Data Science
- Frontiers in Big Data
- Information, Communication & Society
- Journal of Artificial Societies and Social Simulation
- Journal of Computational Social Science
- Journal of Social Computing
- Nature Human Behavior
- New Media & Society
- Social Media and Society
- Social Science Computer Review
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Selected Papers
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University Course Programs
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R
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Relevant Awesome Lists
Categories
Sub Categories
Keywords
awesome-list
10
awesome
8
data-science
7
python
6
machine-learning
5
data-visualization
4
deep-learning
4
network-analysis
3
visualization
3
network-science
2
rstats
2
data-analysis
2
data-mining
2
list
2
r
2
digital-humanities
2
computational-social-science
2
jupyter-notebook
2
datascience
1
deeplearning
1
bayes
1
statistics
1
artificial-intelligence
1
text-mining
1
unsupervised-learning
1
social-network
1
node2vec
1
networkx
1
network-clustering
1
matrix-factorization
1
igraph
1
graph-clustering
1
factorization
1
embedding
1
dimensionality-reduction
1
deepwalk
1
community-detection
1
clustering
1
bigclam
1
web-scraping
1
jupyterlab-extension
1
complex-networks
1
disease-networks
1
graph-theory
1
historical-networks
1
network-visualization
1
political-networks
1
semantic-networks
1
sna
1
social-network-analysis
1