muhammedAdnan3
commited on
Commit
•
ba39550
1
Parent(s):
25567f5
Create nex.py
Browse files
nex.py
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import json
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import pandas as pd
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from datasets import Dataset, DatasetDict
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# Load the JSON data
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with open('tech_quotes.json', 'r') as f:
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data = json.load(f)
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# Convert JSON data to a DataFrame
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df = pd.DataFrame(data)
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# Create a Hugging Face dataset
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dataset = Dataset.from_pandas(df)
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# Optionally, split the dataset into train and test sets
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train_test_split = dataset.train_test_split(test_size=0.2)
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dataset_dict = DatasetDict({
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'train': train_test_split['train'],
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'test': train_test_split['test']
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})
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# Save the dataset locally
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dataset_dict.save_to_disk('tech_quotes_dataset')
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# Optionally, push the dataset to the Hugging Face Hub
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dataset_dict.push_to_hub('your-username/tech-quotes-dataset')
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