46 lines
1.4 KiB
Python
46 lines
1.4 KiB
Python
import requests
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import plotly.express as px
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# Make an API call and check the response.
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url = "https://api.github.com/search/repositories"
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url += "?q=language:python+sort:stars+stars:>10000"
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headers = {"Accept": "application/vnd.github.v3+json"}
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r = requests.get(url, headers=headers)
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print(f"Status code: {r.status_code}")
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# Process overall results.
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response_dict = r.json()
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print(f"Complete results: {not response_dict['incomplete_results']}")
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# Process repository information.
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repo_dicts = response_dict['items']
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repo_links, stars, hover_texts = [], [], []
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for repo_dict in repo_dicts:
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# Turn repo names into active links.
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repo_name = repo_dict['name']
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repo_url = repo_dict['html_url']
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repo_link = f"<a href='{repo_url}'>{repo_name}</a>"
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repo_links.append(repo_link)
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stars.append(repo_dict['stargazers_count'])
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# Build hover texts.
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owner = repo_dict['owner']['login']
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description = repo_dict['description']
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hover_text = f"{owner}<br />{description}"
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hover_texts.append(hover_text)
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# Make visualization.
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title = "Most-Starred Python Projects on GitHub"
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labels = {'x': 'Repository', 'y': 'Stars'}
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fig = px.bar(x=repo_links, y=stars, title=title, labels=labels,
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hover_name=hover_texts)
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fig.update_layout(title_font_size=28, xaxis_title_font_size=20,
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yaxis_title_font_size=20)
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fig.update_traces(marker_color='SteelBlue', marker_opacity=0.6)
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fig.show() |