Interactive visualizations: open access resources on network science, data science, text mining, netnography, and related topics.
In this section, I share a compilation of materials specially prepared for my classes. It includes interactive visualizations, charts, open-access articles, and more. The resources mainly focus on network science, data science, text mining, netnography, and related topics. These resources are freely available and designed for educational purposes. If you use them, please give proper credit.
These include:
1.-Interactive visualization that integrates open-access articles on the topic: "Community Detection".
2.-A dynamic visualization where you can explore Network Visualization Tools. This visualization is inspired by my Medium article titled "16 Network Visualization Tools That You Should Know!", published in 2023, which has reached 40,000 views.
3.-An interactive visualization: Based on open-access articles about "Netnography," I present two types of visualizations: a) Packed Circle Chart and b) Table.
More content will be added soon. This section will be updated regularly, so stay tuned!
All the sections presented below are original research materials prepared by Dr. Veronica Espinoza for her classes.
These are open-access educational resources. If you use the resources from this tab, please give proper credit.
Community Detection
This visualization integrates open-access articles related to Community Detection. The articles were collected through OpenAlex using the search term “Community Detection” in either the title or abstract. Retracted articles were excluded, and only those with open-access status and under the topic Complex Network Analysis Techniques were included.
In this visualization, the articles are grouped by Journal or Source, based on metadata retrieved directly from OpenAlex.
By clicking on any article of interest, you can explore its full title, year of publication, and access a direct link to the original repository for download. The size of the circle representing each article corresponds to its number of citations.
▶ To interact with this visualization and explore the articles, click on this link.
Network Visualization Tools
This visualization is inspired by my Medium article titled "16 Network Visualization Tools That You Should Know!", published in 2023, which has reached over 40,000 views to date. In this interactive version, you can click on each node to find a general description of the tool, along with a link to a tutorial I wrote about it or to the tool’s official website. I will continue adding more network visualization tools to this project over time, so stay tuned!
▶ To interact with this visualization, click on this link.
Netnography: Interactive Visualization
Based on open-access articles about "Netnography," I present two types of visualizations: a) Packed Circle Chart and b) Table.
Description
a) Packed Circle Chart
This visualization integrates open-access articles related to Netnography. The articles were collected via OpenAlex using "Netnography" as the search term in either the title or abstract and were filtered to include only those with open access.
In this visualization, articles are grouped according to the topic.subfield column, with information extracted directly from OpenAlex.
By clicking on each article of interest, you can view its full title, publication year, and access a direct link to the original repository for download. The size of the circle representing each article is determined by its number of citations.
This visualization will be continuously updated with more open-access articles on the topic. Stay tuned!
▶To interact with this visualization and review the articles, click here
b) Table
I have added another visualization to the articles I mentioned earlier so you have another way to explore them: an interactive table. This table includes the title, year, DOI, and abstract, so you can read more about each article.
You can also use the search filter to find articles on any key topic that interests you.
▶To interact with this table and review the articles, click on this link
All the sections presented below are original research materials prepared by Dr. Veronica Espinoza for her classes.
These are open-access educational resources. If you use the resources from this tab, please give proper credit.