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fake-orcid-analysis
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added michele notebook

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Andrea Mannocci 2021-07-20 12:15:17 +02:00
parent 7b948bb29e
commit 3854e03d10
5 changed files with 18557 additions and 15797 deletions
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notebooks/01-Exploration.ipynb → notebooks/01-AM-Exploration.ipynb
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notebooks/01.1-Exploration_WorksSource.ipynb → notebooks/01.1-MB-Exploration_WorksSource.ipynb
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notebooks/02-MM-Cluster_validation.ipynb Normal file
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notebooks/03-Supervised.ipynb
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src/data/make_dataset.py
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@ -125,6 +125,7 @@ def main(input_filepath, output_filepath, external_filepath):
df['primary_email_domain'] = df[df.primary_email.notna()]['primary_email'].apply(lambda x: x.split('@')[1])
df['other_email_domains'] = df[df.other_emails.notna()]['other_emails'].apply(lambda x: extract_email_domains(x))
df['url_domains'] = df[df.urls.notna()]['urls'].apply(lambda x: extract_url_domains(x))
df['other_url_domains'] = df[df.other_urls.notna()]['other_urls'].apply(lambda x: extract_url_domains(x))
logger.info('Creating simple numeric columns')
df['n_emails'] = df.other_emails.str.len()