DamenC – Medium

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DamenC

Utilizing Natural Language Processing Techniques to Analyze Expert Feedback on IPBES’s Regional…

Summary:

8 min readNov 10, 2023

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Utilizing Natural Language Processing Techniques to Analyze Expert Feedback on IPBES’s Regional…

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DamenC

Topic Based Sentiment Analysis: Linking Topic Modeling with Sentiment Analysis

Hello friends! Now we learned how to do topic modeling and sentiment analysis on twitter data, but we have not linked those two techniques…

6 min readMar 15, 2023

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Topic Based Sentiment Analysis: Linking Topic Modeling with Sentiment Analysis

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DamenC

Using BERTopic on Japanese Texts

So far we have covered various cases on usage of BERTopic (Qatar World Cup Twitter Data, Sentiment Analysis and BERTopic). One common…

4 min readApr 6, 2023

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Using BERTopic on Japanese Texts

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DamenC

Trade-off between Precision and Recall

The trade-off between precision and recall is a fundamental concept in machine learning, especially in classification problems. The jargons…

3 min readApr 7, 2024

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Trade-off between Precision and Recall

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DamenC

Identifying Social Media Language Impacting Subjective Well-being

We aim to identify the language features that impact the related variables linked to subjective well-being using the public posts collected…

6 min readMar 9, 2024

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Identifying Social Media Language Impacting Subjective Well-being

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DamenC

A Guide to Nested Cross-Validation with Code Step by Step

Nested cross-validation is a powerful technique for evaluating the generalization performance of machine learning models, particularly…

3 min readFeb 3, 2024

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A Guide to Nested Cross-Validation with Code Step by Step

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DamenC

Navigating the Waters of Climate Impact: What We Can Learn from Seaweeds

The allure of the ocean has captivated many, but for some, it’s more than just a fleeting fascination. Growing up by the sea, marine…

6 min readFeb 2, 2024

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Navigating the Waters of Climate Impact: What We Can Learn from Seaweeds

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DamenC

Making Emoji Clouds for Different Personalities

Introduction: Do MBTI personality types use emojis differently? Let’s find out by visualizing emojis in tweets with a vibrant emoji cloud!

5 min readDec 17, 2023

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Making Emoji Clouds for Different Personalities

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DamenC

Bridging Perspectives: Climate and Biodiversity Conversations from Egypt and Somalia

AWF Delegate: Sherif Elrefaey, from Egypt (Right) and AWF Delegate: Mohamed Ali Mire, from Somalia (Left) Image by Author

2 min readOct 27, 2023

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Bridging Perspectives: Climate and Biodiversity Conversations from Egypt and Somalia

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DamenC

Enhancing Biodiversity in Latin America: Endeavors in Aligning National Strategies with the Global…

The global community has underscored the significance of biodiversity, marking a paradigm shift towards sustainable coexistence. Central to…

3 min readOct 18, 2023

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Enhancing Biodiversity in Latin America: Endeavors in Aligning National Strategies with the Global…

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DamenC

DamenC

MS in Informatics; MA in Area Studies. Interested in using AI for sustainable development of nature and human-beings. Contact me at: s2226089@u.tsukuba.ac.jp

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