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Crowdfunding, as enabled by donors worldwide, has played a critical role in financially supporting military forces, NGOs, humanitarian groups, and civilians in the ongoing Ukraine-Russia Crisis. These global crowdfunding projects manifest the shifting powers in contemporary geopolitical landscape, providing important implications for large-scale or...
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... first used LDA to generate 15 topics as described in the Method section. Figure 3 shows the top loaded topic words generated for each of the 15 topics, which reflects different themes and semantic structures that LDA helped uncover in the corpus. For example, Topic 7 seems to be particularly relevant to the Russian politics, with "Putin", "democracy", "cruel" identified as some of the top topic words. ...
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Crowdfunding, as enabled by donors worldwide, has played a critical role in financially supporting military forces, NGOs, humanitarian groups, and civilians in the ongoing Ukraine-Russia Crisis. These global crowdfunding projects manifest the shifting powers in contemporary geopolitical landscape, providing important implications for large-scale or...
