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he was born in the year in 1991
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Complex: Sentiment analysis helps understand public sentiment and can inform decision-making in marketing, customer service, and product development.
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if he runs faster ,he can reach his destination

error there is compound sentence written in third while it should complex sentence ,it should be simple ,compound ,complex and compound -complex

he lives in islamabad and works in hbl bank

simple sentences -
he lives in islamabad
he works in hbl bank

Sentiment analysis is a natural language processing (NLP) technique.
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It involves classifying text into various categories.

Explainable AI techniques can enhance the transparency and interpretability of sentiment analysis models across various domains.
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Compound Sentence:
Rhizobia are capable to live inside the root nodules and fix nitrogen from the atmosphere.Complex sentence:
Bacterial infections have become a major threat because of the increased bacterial resistance.Compound-Complex sentence:
A balanced microbiome regulates the stress response; an altered microbiome is linked to depression, anxiety and other disorders as it dysregulates the immune response.
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Four Sentence types:
Mistake in sequence. It should be "Simple-Compound-Complex" instead of "Simple-Complex-Compound."
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Mistake in compound sentence:
Conjugation instead of conjunction.
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Simple sentence:
1- Antibiotics inhibits bacterial cell growth.
2- Colchicine disrupts mitotic spindle.
3- Transposons are jumping genes.
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1- Antibiotics inhibit bacterial cell growth.

Compound Complex:
Machine learning excels at pattern recognition and learn from the data, and when it evolves deep learning recognize the data and processing it through neural network it provides the results like a human provides these.
Machine Learning algorithms find patterns into a new data, while the deep learning algorithms identifying the difficult patterns and avoid simple methods.
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20:00 the heading of compound sentences should be complex, and complex should be compund
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