Resources
Software, books, websites, datasources, etc. (arbitrarily categorised).
Useful software
Network analysis Graph-tool · NetworkX · igraph · SNAP Stanford Network Analysis Project · OSMnx Street networks · Hive Plots · NetBunch
Network analysis - no coding Cytoscape · Gephi
Large networks analysis Large Network Visualization Tool · Multinet Large multi-layered graphs · Cosmograph Visual analytics for big graphs
Other Power-law Distributions · GNU Parallel, Shell tool for jobs in parallel
Tutorials Network analysis with R and igraph: NetSci Tutorial · Static and dynamic network visualization with R · Temporal networks with R and igraph · Network Analysis Made Simple
Visualising and representing Data
Plotting Matplotlib Parts of a Figure · Python_Matplotlib_Cheat_Sheet · Colormaps in Matplotlib · List of named colors Matplotlib · Choosing color palettes seaborn · ColorBrewer Color Advice for Maps · Create a palette Coolors · What to consider when choosing colors
Data Art Kirell Benzi · Information is Beautiful Awards · Data design and storytelling Tiziana Alocci
Data viz Chartable · Find the graphic you need · Free Logo Maker · scientific-visualization-book · Redundant coding, text annotations · Streamline Icon Library · That ole Illustrator magic · The Python Graph Gallery
Datasources
Network Index of Complex Networks · Netzschleuder the network catalogue · Network Data Repository · KONECT The Koblenz Network Collection · Stanford Large Network Dataset Collection
General BlackDemographics US · Colouring London · data.europa.eu · Datasets UBDC Data Portal · GoodCityLife · SoBigData.eu · Metroverse Harvard Growth Lab · Office for National Statistics · OpenAlex The open catalog to the global research system · QuantUrb · DataShine Census · Our World in Data · Humanitarian Data Exchange
Maps Overpass turbo · TIGER/Line Shapefiles · IPUMS NHGIS · National Historical Geographic Information System · Mapzen
Transit TransitFeeds · Transitland
Free reading material
Network Science Glossary of graph theory terms · Network Science book by A. Barabasi · The Atlas for the Aspiring Network Scientist
Complexity Complexity Explorer · Think Complexity 2e · Complexity Explained · Complexity Digest · Complexity Explorables
Maths 3blue1brown · Encyclopedia of Mathematics · Guide To The Fourier Transform · List of mathematical symbols · Random: Probability, Mathematical Statistics, Stochastic Processes · Wolfram Alpha · Symbolab math solver
Other collections
Awesome lists awesome-network-analysis · awesome-understanding-math · awesome-math · awesome-dataviz · awesome-datascience · awesome-computational-social-science · awesome-python · awesome-causality · awesome-nlp · speech-language-processing · awesome-open-science · awesome-quarto