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Literature Review – Analytics Dashboard

9 dynamic charts based on the review table

1. Number of Publications per Year

Yearly publication trend showing the growth of literature over time.

2. Distribution of Research Objects

Proportion of studies by research object: Forex, Stock, Crypto, etc.

3. Top 10 Most Frequently Used Methods

Most frequently cited best-performing methods across all studies.

4. Sentiment Analysis Usage

Percentage of studies that incorporate sentiment analysis techniques.

5. Social Media Data Usage

Frequency of social media platforms used as data sources in studies.

6. Real-Time Data Usage

Share of studies that utilise real-time data in their experiments.

7. Trading Signal Generation

Proportion of studies that produce actionable trading signals.

8. Framework Usage

Share of studies built on a specific software or research framework.

9. Top 10 Most Studied Currency Pairs

The ten most frequently researched currencies or currency pairs.