visualize all data from github api

AkafraK · AkafraK · commit 28d54b33ae49 · 2024-10-29T10:38:56.000+08:00
diff --git a/python_repos.py b/python_repos.py
@@ -1,4 +1,5 @@
 import requests
+import plotly.express as px
 
 #&#25191;&#34892;api&#35843;&#29992;&#24182;&#26597;&#30475;&#21709;&#24212;
 url = 'https://api.github.com/search/repositories'
@@ -11,27 +12,45 @@
 #&#23558;&#21709;&#24212;&#36716;&#25442;&#20026;&#23383;&#20856;
 response_dict = r.json()
 # print(response_dict.keys())
-
-print(f"Total repositories: {response_dict['total_count']}")
-print(f"Complete results: {not response_dict['incomplete_results']}")
+# print(f"Total repositories: {response_dict['total_count']}")
+# print(f"Complete results: {not response_dict['incomplete_results']}")
 
 #&#25628;&#32034;&#26377;&#20851;&#20179;&#24211;&#30340;&#20449;&#24687;
 repo_dicts = response_dict['items']
-print(f"Repositories returned: {len(repo_dicts)}")
+# print(f"Repositories returned: {len(repo_dicts)}")
 
 #&#30740;&#31350;&#31532;&#19968;&#20010;&#20179;&#24211;
-repo_dict = repo_dicts[0]
+# repo_dict = repo_dicts[0]
 # print(f"\nKeys: {len(repo_dict)}")
 # for key in sorted(repo_dict.keys()):
 #     print(key)
 
-print("\nSelected information about each repository:")
+#&#25171;&#21360;&#20179;&#24211;&#30340;&#20855;&#20307;&#20449;&#24687;
+# print("\nSelected information about each repository:")
+# for repo_dict in repo_dicts:
+#     print(f"Name: {repo_dict['name']}")
+#     print(f"Owner: {repo_dict['owner']['login']}")
+#     print(f"Stars: {repo_dict['stargazers_count']}")
+#     print(f"Repository: {repo_dict['html_url']}")
+#     print(f"Created: {repo_dict['created_at']}")
+#     print(f"Updated: {repo_dict['updated_at']}")
+#     print(f"Description: {repo_dict['description']}")
+
+repo_names, stars, hover_texts = [], [], []
 for repo_dict in repo_dicts:
-    print(f"Name: {repo_dict['name']}")
-    print(f"Owner: {repo_dict['owner']['login']}")
-    print(f"Stars: {repo_dict['stargazers_count']}")
-    print(f"Repository: {repo_dict['html_url']}")
-    print(f"Created: {repo_dict['created_at']}")
-    print(f"Updated: {repo_dict['updated_at']}")
-    print(f"Description: {repo_dict['description']}")
-
+    repo_names.append(repo_dict['name'])
+    stars.append(repo_dict['stargazers_count'])
+
+    #&#21019;&#24314;&#24748;&#20572;&#25991;&#26412;
+    owner = repo_dict['owner']['login']
+    description = repo_dict['description']
+    hover_text = f"{owner}<br />{description}"
+    hover_texts.append(hover_text)
+
+
+#&#21487;&#35270;&#21270;
+title = "Most-Starred Python Projects"
+labels = {'x':'Repositories', 'y':'Stars'}
+fig = px.bar(x=repo_names, y=stars, title=title, labels=labels, hover_name=hover_texts)
+fig.update_layout(title_font_size=20, xaxis_title_font_size=10, yaxis_title_font_size=10)
+fig.show()
