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Palantir Technologies
Oops! Something went terribly wrong. Please try again soon or contact [email protected].
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List of Company name and Description from HackerNoon Tech Companh Dataset

HackerNoon Tech Companh Dataset

Here is the code I use to transform

from datasets import load_dataset, Dataset

# Load the dataset
dataset = load_dataset('HackerNoon/tech-company-news-data-dump', split='train')

# Filter out rows where the "description" column is None or empty
filtered_dataset = dataset.filter(lambda x: x['description'] is not None and x['description'] != '')

# Extract the 'companyName' and 'description' columns
extracted_data = filtered_dataset.select_columns(['companyName', 'description'])

# Remove duplicates from the 'companyName' column while keeping corresponding 'description'
unique_data = {}
for row in extracted_data:
    if row['companyName'] not in unique_data:
        unique_data[row['companyName']] = row['description']

# Convert the unique data back to a Hugging Face Dataset
new_dataset = Dataset.from_dict({
    'companyName': list(unique_data.keys()),
    'description': list(unique_data.values())
})

# Push the new dataset to Hugging Face
new_dataset.push_to_hub('pacozaa/tech-company-news-data-dump-clean')

# Print the length of the new dataset
print(len(new_dataset))
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