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| articles = get_articles(the_guardian, breitbart, title_topic="Trump") | |
| articles["text"] = articles.text.map(clean_text) | |
| articles["text"] = preprocess_articles(articles.text) | |
| def get_readability_stats(parsed_articles): | |
| stats_list = [] | |
| for ix, article in enumerate(parsed_articles): | |
| doc = tcy.Doc(article) | |
| readability_stats = tcy.text_stats.readability_stats(doc) | |
| read_stats_df = pd.DataFrame(readability_stats, index=[ix]) | |
| stats_list.append(read_stats_df) | |
| return pd.concat(stats_list) | |
| readability_stats = get_readability_stats(articles.text) | |
| articles = pd.concat([articles.reset_index(drop=True), readability_stats], axis=1) |
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