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Fig 1.

Phillips curve.

The long-run and short-run Phillips curves.

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Fig 1 Expand

Fig 2.

Confusion matrix.

The confusion matrix of the sentiment analysis model.

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Fig 2 Expand

Table 1.

Machine learning metrics.

Different metrics of the sentiment analysis model.

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Table 1 Expand

Table 2.

Correlation checking.

Correlation of the sentiment scores with unemployment rate and the dataset for Nigeria and South Africa.

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Table 2 Expand

Table 3.

Method evaluation.

Accuracy of different machine learning algorithms used for predicting the unemployment rate.

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Table 3 Expand

Fig 3.

Phillips curve.

Phillips curve of Canada and South Africa.

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Fig 3 Expand

Fig 4.

Phillips curve.

Phillips curve of Canada, South Africa, and Nigeria.

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Fig 4 Expand