📦 Package Type Coverage Report

🛠️ See code and methodology here: https://github.com/lolpack/type_coverage_py

Ranking Package Name Download Count Has Typeshed Has Stubs Package Has py.typed File Non-Typeshed Stubs Pyright Known Types Pyright Ambiguous Types Pyright Unknown Types Pyright Coverage Parameter Type Coverage Return Type Coverage Parameter Coverage w/ Typeshed Return Type Coverage w/ Typeshed Typeshed-stats Parameter Type Coverage Typeshed-stats Return Type Coverage Typeshed-stats Completeness Level Typeshed-stats Stubtest Strictness
1 boto3 1,346,601,849 No No No boto3-stubs N/A N/A N/A N/A 0.00% 0.00% 60.75% 47.71% N/A N/A N/A N/A
2 urllib3 670,262,655 No No Yes N/A N/A N/A N/A N/A 98.71% 99.78% 98.71% 99.78% N/A N/A N/A N/A
3 botocore 609,967,137 No No No botocore-stubs N/A N/A N/A N/A 0.06% 0.00% 41.76% 38.73% N/A N/A N/A N/A
4 requests 576,250,793 Yes No No N/A N/A N/A N/A N/A 1.27% 0.44% 50.79% 53.28% 67.50% 74.32% COMPLETE ERROR_ON_MISSING_STUB
5 certifi 563,169,502 No No Yes N/A N/A N/A N/A N/A -1.00% 100.00% -1.00% 100.00% N/A N/A N/A N/A
6 charset-normalizer 533,963,799 No No Yes N/A N/A N/A N/A N/A 100.00% 99.26% 100.00% 99.26% N/A N/A N/A N/A
7 setuptools 515,259,652 Yes No Yes N/A N/A N/A N/A N/A 58.85% 54.04% 59.09% 56.36% 86.94% 78.49% COMPLETE ERROR_ON_MISSING_STUB
8 idna 512,857,052 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
9 grpcio-status 492,528,430 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 33.33% 16.67% 66.67% 33.33% COMPLETE ERROR_ON_MISSING_STUB
10 typing-extensions 479,677,890 No No No N/A N/A N/A N/A N/A 19.29% 8.64% 19.29% 8.64% N/A N/A N/A N/A
11 packaging 474,695,177 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
12 aiobotocore 454,054,215 No No No aiobotocore-stubs N/A N/A N/A N/A 7.00% 0.95% 7.00% 0.95% N/A N/A N/A N/A
13 python-dateutil 453,387,776 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 45.48% 41.87% 84.38% 82.47% COMPLETE ERROR_ON_MISSING_STUB
14 s3transfer 415,989,804 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
15 six 404,306,024 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
16 numpy 381,826,344 No No Yes N/A N/A N/A N/A N/A 66.47% 64.33% 66.47% 64.33% N/A N/A N/A N/A
17 pyyaml 360,961,023 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% 56.35% 65.16% COMPLETE ERROR_ON_MISSING_STUB
18 s3fs 359,178,671 No No No N/A N/A N/A N/A N/A 29.87% 49.38% 29.87% 49.38% N/A N/A N/A N/A
19 pip 355,011,082 No No Yes N/A N/A N/A N/A N/A 70.25% 70.40% 70.25% 70.40% N/A N/A N/A N/A
20 fsspec 336,751,364 No No No N/A N/A N/A N/A N/A 11.18% 11.69% 11.18% 11.69% N/A N/A N/A N/A
21 google-api-core 325,104,210 No No Yes N/A N/A N/A N/A N/A 23.63% 20.77% 23.63% 20.77% N/A N/A N/A N/A
22 cryptography 309,681,352 No No Yes N/A N/A N/A N/A N/A 93.89% 95.90% 93.89% 95.90% N/A N/A N/A N/A
23 cffi 287,715,421 Yes No No N/A N/A N/A N/A N/A 0.22% 0.00% 14.88% 8.32% 73.54% 61.31% COMPLETE ERROR_ON_MISSING_STUB
24 pydantic 283,246,117 No No Yes N/A N/A N/A N/A N/A 99.05% 98.47% 99.05% 98.47% N/A N/A N/A N/A
25 pycparser 282,364,469 No No No pycparser-stubs N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
26 pandas 278,848,477 No No No pandas-stubs N/A N/A N/A N/A 69.47% 70.98% 72.56% 73.23% N/A N/A N/A N/A
27 attrs 276,988,719 No No Yes N/A N/A N/A N/A N/A 43.85% 36.40% 43.85% 36.40% N/A N/A N/A N/A
28 markupsafe 262,452,647 No No Yes N/A N/A N/A N/A N/A 88.89% 92.98% 88.89% 92.98% N/A N/A N/A N/A
29 rsa 260,586,799 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
30 pyasn1 252,369,285 Yes No No N/A N/A N/A N/A N/A 0.28% 0.00% 11.32% 12.98% 20.97% 26.91% COMPLETE ERROR_ON_MISSING_STUB
31 wheel 251,786,378 No No No N/A N/A N/A N/A N/A 100.00% 93.68% 100.00% 93.68% N/A N/A N/A N/A
32 jinja2 249,906,497 No No Yes N/A N/A N/A N/A N/A 98.71% 98.66% 98.71% 98.66% N/A N/A N/A N/A
33 click 247,497,543 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
34 protobuf 244,920,156 Yes No No N/A N/A N/A N/A N/A 10.79% 14.27% 38.42% 49.77% 78.88% 67.97% PARTIAL MISSING_STUBS_IGNORED
35 importlib-metadata 244,459,745 No No Yes N/A N/A N/A N/A N/A 32.73% 38.71% 32.73% 38.71% N/A N/A N/A N/A
36 pytz 242,093,684 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 70.33% 54.12% N/A 97.18% COMPLETE ERROR_ON_MISSING_STUB
37 jmespath 236,513,796 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 51.07% 35.88% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
38 platformdirs 235,242,182 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
39 zipp 225,833,055 No No No N/A N/A N/A N/A N/A 5.26% 1.56% 5.26% 1.56% N/A N/A N/A N/A
40 colorama 210,502,886 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 93.10% 83.58% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
41 aiohttp 208,365,192 No No Yes N/A N/A N/A N/A N/A 96.98% 96.82% 96.98% 96.82% N/A N/A N/A N/A
42 cachetools 200,794,545 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 30.22% 35.34% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
43 pluggy 195,346,012 No No Yes N/A N/A N/A N/A N/A 73.78% 74.28% 73.78% 74.28% N/A N/A N/A N/A
44 awscli 193,948,930 No No No N/A N/A N/A N/A N/A 0.15% 0.00% 0.15% 0.00% N/A N/A N/A N/A
45 filelock 192,942,125 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
46 pydantic-core 187,279,401 No No Yes N/A N/A N/A N/A N/A 100.00% 95.51% 100.00% 95.51% N/A N/A N/A N/A
47 pyjwt 185,926,805 No No Yes N/A N/A N/A N/A N/A 97.93% 100.00% 97.93% 100.00% N/A N/A N/A N/A
48 googleapis-common-protos 185,363,137 No No No googleapis-common-protos-stubs N/A N/A N/A N/A 89.34% 0.00% 91.54% 54.55% N/A N/A N/A N/A
49 virtualenv 185,025,059 No No No N/A N/A N/A N/A N/A 4.41% 9.67% 4.41% 9.67% N/A N/A N/A N/A
50 google-auth 184,030,444 No No Yes google-auth-stubs N/A N/A N/A N/A 2.89% 3.62% 24.11% 9.91% N/A N/A N/A N/A
51 wrapt 181,792,623 No No Yes N/A N/A N/A N/A N/A 26.12% 16.00% 26.12% 16.00% N/A N/A N/A N/A
52 pyasn1-modules 169,871,725 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
53 tzdata 169,041,671 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
54 pytest 167,688,126 No No Yes N/A N/A N/A N/A N/A 78.07% 78.79% 78.07% 78.79% N/A N/A N/A N/A
55 jsonschema 166,784,643 Yes No No N/A N/A N/A N/A N/A 16.74% 21.79% 32.74% 66.14% 94.09% 40.23% COMPLETE ERROR_ON_MISSING_STUB
56 tomli 166,412,432 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
57 pygments 162,528,346 No No No N/A N/A N/A N/A N/A 0.09% 0.12% 0.09% 0.12% 58.15% 36.63% PARTIAL MISSING_STUBS_IGNORED
58 requests-oauthlib 156,974,698 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 39.32% 59.18% 91.84% 49.64% COMPLETE ERROR_ON_MISSING_STUB
59 pyarrow 155,525,406 No No No pyarrow-stubs N/A N/A N/A N/A 6.92% 8.50% 79.04% 81.15% N/A N/A N/A N/A
60 iniconfig 154,394,449 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
61 annotated-types 149,030,131 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
62 sqlalchemy 147,120,884 No No Yes sqlalchemy-stubs N/A N/A N/A N/A 53.99% 56.68% 47.48% 47.61% N/A N/A N/A N/A
63 psutil 145,113,355 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 25.14% 22.06% 36.59% 25.74% COMPLETE ERROR_ON_MISSING_STUB
64 rich 145,014,488 No No Yes N/A N/A N/A N/A N/A 100.00% 99.87% 100.00% 99.87% N/A N/A N/A N/A
65 sniffio 144,157,206 No No Yes N/A N/A N/A N/A N/A -1.00% 100.00% -1.00% 100.00% N/A N/A N/A N/A
66 yarl 143,837,581 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
67 oauthlib 142,780,476 Yes No No N/A N/A N/A N/A N/A 4.34% 1.67% 59.93% 51.11% 83.51% 77.47% COMPLETE ERROR_ON_MISSING_STUB
68 multidict 142,543,124 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
69 h11 139,930,579 No No Yes N/A N/A N/A N/A N/A 84.16% 89.53% 84.16% 89.53% N/A N/A N/A N/A
70 anyio 138,613,002 No No Yes N/A N/A N/A N/A N/A 99.48% 99.80% 99.48% 99.80% N/A N/A N/A N/A
71 pyparsing 137,934,453 No No Yes N/A N/A N/A N/A N/A 35.30% 38.83% 35.30% 38.83% N/A N/A N/A N/A
72 grpcio 137,677,011 Yes No No N/A N/A N/A N/A N/A 42.81% 37.84% 46.58% 42.61% 99.52% 98.73% PARTIAL MISSING_STUBS_IGNORED
73 requests-toolbelt 136,519,322 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
74 docutils 134,303,463 Yes No No N/A N/A N/A N/A N/A 18.39% 69.60% 55.82% 80.80% 86.72% 77.51% COMPLETE ERROR_ON_MISSING_STUB
75 frozenlist 133,159,479 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
76 tomlkit 132,770,542 No No Yes N/A N/A N/A N/A N/A 81.99% 81.63% 81.99% 81.63% N/A N/A N/A N/A
77 httpx 132,477,246 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
78 aiosignal 130,673,297 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
79 tqdm 130,585,098 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 73.86% 54.22% 86.08% 84.10% COMPLETE ERROR_ON_MISSING_STUB
80 distlib 128,224,675 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
81 pyopenssl 127,434,474 No No Yes N/A N/A N/A N/A N/A 98.22% 97.19% 98.22% 97.19% N/A N/A N/A N/A
82 pillow 127,331,453 No No Yes N/A N/A N/A N/A N/A 99.66% 99.76% 99.66% 99.76% N/A N/A N/A N/A
83 deprecated 127,329,651 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
84 more-itertools 127,040,162 No No Yes N/A N/A N/A N/A N/A 89.53% 84.68% 89.53% 84.68% N/A N/A N/A N/A
85 pathspec 126,877,008 No No Yes N/A N/A N/A N/A N/A 96.59% 96.36% 96.59% 96.36% N/A N/A N/A N/A
86 werkzeug 125,019,700 No No Yes N/A N/A N/A N/A N/A 80.36% 82.63% 80.36% 82.63% N/A N/A N/A N/A
87 scipy 124,452,573 No No Yes scipy-stubs N/A N/A N/A N/A 5.57% 10.64% 48.53% 42.42% N/A N/A N/A N/A
88 exceptiongroup 122,026,909 No No Yes N/A N/A N/A N/A N/A 74.14% 72.97% 74.14% 72.97% N/A N/A N/A N/A
89 greenlet 122,010,661 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 27.27% 53.85% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
90 httpcore 121,205,779 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
91 beautifulsoup4 117,812,383 No No Yes N/A N/A N/A N/A N/A 99.81% 99.10% 99.81% 99.10% N/A N/A N/A N/A
92 openpyxl 117,046,036 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 58.64% 54.62% 93.78% 87.88% COMPLETE ERROR_ON_MISSING_STUB
93 et-xmlfile 116,971,427 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
94 decorator 116,195,930 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 82.93% 52.38% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
95 google-cloud-storage 115,962,916 No No Yes N/A N/A N/A N/A N/A 6.82% 20.92% 6.82% 20.92% N/A N/A N/A N/A
96 soupsieve 115,372,613 No No Yes N/A N/A N/A N/A N/A 99.36% 98.77% 99.36% 98.77% N/A N/A N/A N/A
97 proto-plus 114,749,420 No No No proto-plus-stubs N/A N/A N/A N/A 11.67% 15.83% 20.74% 24.39% N/A N/A N/A N/A
98 pynacl 114,300,242 No No Yes N/A N/A N/A N/A N/A 96.90% 91.67% 96.90% 91.67% N/A N/A N/A N/A
99 isodate 113,537,954 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
100 rpds-py 113,244,347 No No No N/A N/A N/A N/A N/A 60.00% 73.68% 60.00% 73.68% N/A N/A N/A N/A
101 async-timeout 112,928,116 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
102 referencing 110,881,993 No No Yes N/A N/A N/A N/A N/A 80.77% 65.96% 80.77% 65.96% N/A N/A N/A N/A
103 propcache 110,399,854 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
104 jsonschema-specifications 107,551,150 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
105 poetry-core 107,182,581 No No Yes N/A N/A N/A N/A N/A 59.78% 69.68% 59.78% 69.68% N/A N/A N/A N/A
106 trove-classifiers 106,486,141 No No Yes N/A N/A N/A N/A N/A 0.00% 50.00% 0.00% 50.00% N/A N/A N/A N/A
107 lxml 106,306,424 No No No lxml-stubs N/A N/A N/A N/A 0.76% 0.72% 19.86% 19.57% N/A N/A N/A N/A
108 msgpack 103,573,985 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
109 python-dotenv 102,467,712 No No Yes N/A N/A N/A N/A N/A 97.92% 91.67% 97.92% 91.67% N/A N/A N/A N/A
110 markdown-it-py 101,023,151 No No Yes N/A N/A N/A N/A N/A 100.00% 99.54% 100.00% 99.54% N/A N/A N/A N/A
111 aiohappyeyeballs 100,680,658 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
112 google-cloud-core 98,264,952 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
113 sortedcontainers 97,417,346 No No No sortedcontainers-stubs N/A N/A N/A N/A 0.00% 0.00% 68.56% 70.92% N/A N/A N/A N/A
114 gitpython 97,333,251 No No Yes N/A N/A N/A N/A N/A 99.88% 99.84% 99.88% 99.84% N/A N/A N/A N/A
115 websocket-client 96,413,554 No No Yes N/A N/A N/A N/A N/A 80.00% 76.55% 80.00% 76.55% N/A N/A N/A N/A
116 mypy-extensions 96,355,777 Yes No No N/A N/A N/A N/A N/A 9.09% 9.52% 51.22% 66.67% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
117 tenacity 95,126,005 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
118 flask 94,155,459 No No Yes N/A N/A N/A N/A N/A 96.39% 93.73% 96.39% 93.73% N/A N/A N/A N/A
119 mdurl 91,869,837 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
120 azure-core 90,363,900 No No Yes N/A N/A N/A N/A N/A 85.82% 80.15% 85.82% 80.15% N/A N/A N/A N/A
121 google-resumable-media 90,360,863 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
122 coverage 89,452,152 No No Yes N/A N/A N/A N/A N/A 88.72% 88.86% 88.72% 88.86% N/A N/A N/A N/A
123 shellingham 89,375,903 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
124 bcrypt 88,701,834 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
125 psycopg2-binary 87,580,003 No No No N/A N/A N/A N/A N/A 0.00% 1.35% 0.00% 1.35% N/A N/A N/A N/A
126 smmap 85,970,992 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
127 asn1crypto 85,709,184 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
128 gitdb 85,043,048 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
129 itsdangerous 84,854,322 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
130 chardet 83,736,300 No No Yes N/A N/A N/A N/A N/A 85.53% 95.35% 85.53% 95.35% N/A N/A N/A N/A
131 paramiko 83,500,235 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 66.49% 63.04% 99.54% 98.98% COMPLETE ERROR_ON_MISSING_STUB
132 regex 83,388,468 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 23.59% 16.85% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
133 msal 82,920,877 No No No N/A N/A N/A N/A N/A 0.19% 0.97% 0.19% 0.97% N/A N/A N/A N/A
134 google-crc32c 82,644,717 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
135 opentelemetry-api 82,032,577 No No Yes N/A N/A N/A N/A N/A 100.00% 98.29% 100.00% 98.29% N/A N/A N/A N/A
136 dill 81,534,440 No No No N/A N/A N/A N/A N/A 1.91% 1.74% 1.91% 1.74% N/A N/A N/A N/A
137 ptyprocess 81,354,511 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
138 snowflake-connector-python 81,249,819 No No Yes N/A N/A N/A N/A N/A 76.58% 78.86% 76.58% 78.86% N/A N/A N/A N/A
139 keyring 81,018,507 No No Yes N/A N/A N/A N/A N/A 20.10% 26.37% 20.10% 26.37% N/A N/A N/A N/A
140 pexpect 80,209,239 Yes No No N/A N/A N/A N/A N/A 0.25% 0.72% 48.95% 55.02% 84.58% 63.84% COMPLETE ERROR_ON_MISSING_STUB
141 wcwidth 78,232,581 No No No wcwidth-stubs N/A N/A N/A N/A 27.59% 39.13% 31.52% 41.05% N/A N/A N/A N/A
142 backoff 78,189,274 No No Yes backoff-stubs N/A N/A N/A N/A 22.92% 36.00% 50.00% 50.00% N/A N/A N/A N/A
143 alembic 77,979,323 No No Yes alembic-stubs N/A N/A N/A N/A 82.43% 70.26% 82.43% 70.26% N/A N/A N/A N/A
144 scikit-learn 77,410,546 No No Yes scikit-learn-stubs N/A N/A N/A N/A 3.67% 9.31% 37.61% 38.57% N/A N/A N/A N/A
145 grpcio-tools 77,169,177 No No No N/A N/A N/A N/A N/A 4.12% 4.11% 4.12% 4.11% N/A N/A N/A N/A
146 pyproject-hooks 76,591,620 No No Yes N/A N/A N/A N/A N/A 58.33% 52.50% 58.33% 52.50% N/A N/A N/A N/A
147 typedload 75,885,554 No No Yes N/A N/A N/A N/A N/A 75.31% 92.96% 75.31% 92.96% N/A N/A N/A N/A
148 build 75,490,339 No No Yes N/A N/A N/A N/A N/A 99.07% 98.59% 99.07% 98.59% N/A N/A N/A N/A
149 matplotlib 75,050,012 No No Yes matplotlib-stubs N/A N/A N/A N/A 40.84% 41.11% 43.69% 47.65% N/A N/A N/A N/A
150 jaraco-classes 74,838,303 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
151 tabulate 74,554,479 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 7.85% 4.29% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
152 jeepney 73,696,055 No No No jeepney-stubs N/A N/A N/A N/A 9.22% 7.96% 54.72% 50.43% N/A N/A N/A N/A
153 fastjsonschema 73,619,697 No No No N/A N/A N/A N/A N/A 3.19% 0.00% 3.19% 0.00% N/A N/A N/A N/A
154 secretstorage 73,215,936 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
155 importlib-resources 73,183,725 No No Yes N/A N/A N/A N/A N/A 26.44% 25.44% 26.44% 25.44% N/A N/A N/A N/A
156 blinker 73,114,133 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
157 google-cloud-bigquery 72,395,341 No No Yes N/A N/A N/A N/A N/A 50.87% 31.06% 50.87% 31.06% N/A N/A N/A N/A
158 google-api-python-client 71,853,491 No No No google-api-python-client-stubs N/A N/A N/A N/A 0.00% 0.00% 1.39% 2.98% N/A N/A N/A N/A
159 rapidfuzz 71,379,118 No No Yes N/A N/A N/A N/A N/A 34.23% 34.99% 34.23% 34.99% N/A N/A N/A N/A
160 fastapi 69,817,927 No No Yes N/A N/A N/A N/A N/A 90.14% 51.37% 90.14% 51.37% N/A N/A N/A N/A
161 httplib2 69,337,358 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 18.84% 54.05% 88.52% 25.16% COMPLETE ERROR_ON_MISSING_STUB
162 networkx 69,063,633 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 45.34% 36.73% 65.64% 71.67% COMPLETE ERROR_ON_MISSING_STUB
163 asgiref 68,959,306 No No Yes N/A N/A N/A N/A N/A 45.61% 46.51% 45.61% 46.51% N/A N/A N/A N/A
164 ruamel-yaml 68,106,376 No No Yes N/A N/A N/A N/A N/A 98.53% 94.53% 98.53% 94.53% N/A N/A N/A N/A
165 opentelemetry-semantic-conventions 66,929,962 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
166 starlette 66,928,931 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
167 opentelemetry-sdk 66,907,323 No No Yes N/A N/A N/A N/A N/A 92.43% 75.64% 92.43% 75.64% N/A N/A N/A N/A
168 google-auth-oauthlib 66,824,531 No No No google-auth-oauthlib-stubs N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
169 sqlparse 66,223,842 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
170 joblib 66,127,072 No No No joblib-stubs N/A N/A N/A N/A 0.00% 0.00% 61.60% 49.76% N/A N/A N/A N/A
171 kiwisolver 65,279,319 No No Yes N/A N/A N/A N/A N/A 86.27% 98.73% 86.27% 98.73% N/A N/A N/A N/A
172 threadpoolctl 65,053,483 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
173 prompt-toolkit 64,840,769 No No Yes N/A N/A N/A N/A N/A 96.21% 90.77% 96.21% 90.77% N/A N/A N/A N/A
174 uritemplate 64,650,292 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
175 types-requests 64,214,192 No No Yes N/A N/A N/A N/A N/A 56.47% 65.05% 56.47% 65.05% N/A N/A N/A N/A
176 dnspython 64,133,616 No No Yes N/A N/A N/A N/A N/A 41.82% 42.89% 41.82% 42.89% N/A N/A N/A N/A
177 huggingface-hub 64,074,172 No No Yes N/A N/A N/A N/A N/A 96.78% 86.06% 96.78% 86.06% N/A N/A N/A N/A
178 fonttools 64,056,040 No No Yes N/A N/A N/A N/A N/A 10.68% 7.31% 10.68% 7.31% N/A N/A N/A N/A
179 py4j 63,590,971 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
180 portalocker 62,378,188 No No Yes N/A N/A N/A N/A N/A 71.34% 61.86% 71.34% 61.86% N/A N/A N/A N/A
181 cloudpickle 62,164,880 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
182 poetry-plugin-export 62,133,502 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
183 xmltodict 62,022,431 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 53.62% 40.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
184 google-auth-httplib2 61,979,864 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
185 cycler 60,971,020 No No Yes N/A N/A N/A N/A N/A 95.45% 90.91% 95.45% 90.91% N/A N/A N/A N/A
186 pkginfo 60,914,352 No No Yes N/A N/A N/A N/A N/A 72.58% 67.50% 72.58% 67.50% N/A N/A N/A N/A
187 grpc-google-iam-v1 60,473,001 No No No N/A N/A N/A N/A N/A 78.05% 0.00% 78.05% 0.00% N/A N/A N/A N/A
188 defusedxml 60,353,824 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 74.52% 33.60% 79.37% 90.99% COMPLETE ERROR_ON_MISSING_STUB
189 cachecontrol 59,165,948 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
190 babel 58,931,894 No No Yes N/A N/A N/A N/A N/A 80.62% 73.90% 80.62% 73.90% N/A N/A N/A N/A
191 azure-storage-blob 58,824,008 No No Yes N/A N/A N/A N/A N/A 70.73% 49.02% 70.73% 49.02% N/A N/A N/A N/A
192 azure-identity 58,619,351 No No Yes N/A N/A N/A N/A N/A 86.27% 83.67% 86.27% 83.67% N/A N/A N/A N/A
193 distro 58,548,766 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
194 py 58,408,116 No No Yes N/A N/A N/A N/A N/A 11.92% 8.96% 11.92% 8.96% N/A N/A N/A N/A
195 marshmallow 58,172,913 No No Yes N/A N/A N/A N/A N/A 52.35% 68.78% 52.35% 68.78% N/A N/A N/A N/A
196 docker 57,963,622 Yes No No N/A N/A N/A N/A N/A 0.09% 0.18% 58.97% 40.51% 71.85% 79.18% COMPLETE ERROR_ON_MISSING_STUB
197 gunicorn 57,939,831 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 69.46% 67.32% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
198 awswrangler 57,560,101 No No Yes N/A N/A N/A N/A N/A 99.98% 99.78% 99.98% 99.78% N/A N/A N/A N/A
199 uvicorn 57,442,932 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
200 installer 57,231,629 No No Yes N/A N/A N/A N/A N/A 89.11% 80.00% 89.11% 80.00% N/A N/A N/A N/A
201 msal-extensions 56,824,980 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
202 cython 55,665,115 No No Yes N/A N/A N/A N/A N/A 6.93% 2.64% 6.93% 2.64% N/A N/A N/A N/A
203 isort 55,373,851 No No Yes N/A N/A N/A N/A N/A 99.76% 97.16% 99.76% 97.16% N/A N/A N/A N/A
204 poetry 55,127,643 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
205 ipython 53,658,567 No No Yes N/A N/A N/A N/A N/A 26.36% 19.75% 26.36% 19.75% N/A N/A N/A N/A
206 pycodestyle 53,655,707 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
207 dulwich 53,570,569 No No Yes N/A N/A N/A N/A N/A 99.73% 99.53% 99.73% 99.53% N/A N/A N/A N/A
208 crashtest 53,398,655 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
209 tzlocal 53,354,056 No No Yes N/A N/A N/A N/A N/A 0.00% 33.33% 0.00% 33.33% N/A N/A N/A N/A
210 pytest-cov 52,756,102 No No No N/A N/A N/A N/A N/A 8.62% 0.00% 8.62% 0.00% N/A N/A N/A N/A
211 ruamel-yaml-clib 52,580,722 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
212 redis 52,261,363 No No Yes N/A N/A N/A N/A N/A 70.12% 49.14% 70.12% 49.14% N/A N/A N/A N/A
213 traitlets 51,890,148 No No Yes N/A N/A N/A N/A N/A 93.28% 92.31% 93.28% 92.31% N/A N/A N/A N/A
214 mccabe 51,802,275 No No No N/A N/A N/A N/A N/A 4.26% 1.92% 4.26% 1.92% N/A N/A N/A N/A
215 contourpy 51,505,071 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
216 toml 51,481,436 Yes No No N/A N/A N/A N/A N/A 80.46% 22.73% 80.46% 22.73% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
217 black 51,122,581 No No Yes N/A N/A N/A N/A N/A 97.06% 98.81% 97.06% 98.81% N/A N/A N/A N/A
218 nest-asyncio 51,075,509 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
219 jaraco-functools 50,632,500 No No Yes N/A N/A N/A N/A N/A 76.60% 84.62% 76.60% 84.62% N/A N/A N/A N/A
220 cleo 50,526,489 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
221 jedi 50,032,051 No No No N/A N/A N/A N/A N/A 78.73% 73.72% 78.73% 73.72% N/A N/A N/A N/A
222 openai 49,938,621 No No Yes N/A N/A N/A N/A N/A 99.48% 99.31% 99.48% 99.31% N/A N/A N/A N/A
223 pymysql 49,738,927 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% 80.38% 89.83% COMPLETE ERROR_ON_MISSING_STUB
224 setuptools-scm 49,646,362 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
225 jaraco-context 49,226,503 No No Yes N/A N/A N/A N/A N/A 20.00% 12.50% 20.00% 12.50% N/A N/A N/A N/A
226 parso 48,338,006 No No Yes N/A N/A N/A N/A N/A 7.51% 5.60% 7.51% 5.60% N/A N/A N/A N/A
227 transformers 48,296,869 No No Yes N/A N/A N/A N/A N/A 60.58% 38.66% 60.58% 38.66% N/A N/A N/A N/A
228 kubernetes 47,951,965 No No No kubernetes-stubs N/A N/A N/A N/A 0.01% 0.03% 33.52% 19.68% N/A N/A N/A N/A
229 websockets 47,871,064 No No Yes N/A N/A N/A N/A N/A 99.50% 99.41% 99.50% 99.41% N/A N/A N/A N/A
230 tornado 47,184,512 No No Yes N/A N/A N/A N/A N/A 99.05% 98.53% 99.05% 98.53% N/A N/A N/A N/A
231 matplotlib-inline 47,108,509 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
232 prometheus-client 47,067,045 No No Yes N/A N/A N/A N/A N/A 65.65% 54.94% 65.65% 54.94% N/A N/A N/A N/A
233 webencodings 47,058,177 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
234 mako 47,005,533 No No No N/A N/A N/A N/A N/A 0.77% 0.21% 0.77% 0.21% N/A N/A N/A N/A
235 hatchling 46,825,223 No No Yes N/A N/A N/A N/A N/A 98.35% 99.72% 98.35% 99.72% N/A N/A N/A N/A
236 jsonpointer 46,052,053 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
237 termcolor 46,003,092 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
238 sentry-sdk 45,694,279 No No Yes N/A N/A N/A N/A N/A 2.27% 2.49% 2.27% 2.49% N/A N/A N/A N/A
239 orjson 45,144,101 No No Yes N/A N/A N/A N/A N/A 10.00% 11.11% 10.00% 11.11% N/A N/A N/A N/A
240 pendulum 44,941,086 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
241 typer 44,621,162 No No Yes N/A N/A N/A N/A N/A 96.89% 50.33% 96.89% 50.33% N/A N/A N/A N/A
242 markdown 44,558,494 No No No N/A N/A N/A N/A N/A 88.09% 75.07% 88.09% 75.07% 98.30% 90.12% COMPLETE ERROR_ON_MISSING_STUB
243 aiofiles 44,493,706 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 73.08% 75.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
244 executing 44,345,667 No No Yes N/A N/A N/A N/A N/A 22.81% 22.54% 22.81% 22.54% N/A N/A N/A N/A
245 asttokens 44,095,030 No No Yes N/A N/A N/A N/A N/A 1.12% 0.00% 1.12% 0.00% N/A N/A N/A N/A
246 opentelemetry-proto 44,040,511 No No Yes N/A N/A N/A N/A N/A 60.78% 93.91% 60.78% 93.91% N/A N/A N/A N/A
247 pyzmq 43,521,205 No No Yes N/A N/A N/A N/A N/A 52.82% 40.30% 52.82% 40.30% N/A N/A N/A N/A
248 google-cloud-secret-manager 43,349,530 No No Yes N/A N/A N/A N/A N/A 44.71% 55.65% 44.71% 55.65% N/A N/A N/A N/A
249 future 42,995,774 No No No future-stubs N/A N/A N/A N/A 0.00% 0.00% 0.98% 0.70% N/A N/A N/A N/A
250 python-json-logger 42,456,191 No No Yes N/A N/A N/A N/A N/A 94.34% 97.62% 94.34% 97.62% N/A N/A N/A N/A
251 pyrsistent 42,041,452 No No Yes N/A N/A N/A N/A N/A 28.40% 30.46% 28.40% 30.46% N/A N/A N/A N/A
252 google-cloud-pubsub 41,954,710 No No Yes N/A N/A N/A N/A N/A 57.22% 63.54% 57.22% 63.54% N/A N/A N/A N/A
253 mypy 41,360,604 No No Yes N/A N/A N/A N/A N/A 98.16% 98.72% 98.16% 98.72% N/A N/A N/A N/A
254 stack-data 41,272,025 No No Yes N/A N/A N/A N/A N/A 55.42% 67.86% 55.42% 67.86% N/A N/A N/A N/A
255 pycryptodomex 41,204,440 No No Yes N/A N/A N/A N/A N/A 47.41% 20.35% 47.41% 20.35% N/A N/A N/A N/A
256 pure-eval 41,185,103 No No Yes N/A N/A N/A N/A N/A 30.23% 21.62% 30.23% 21.62% N/A N/A N/A N/A
257 snowflake-sqlalchemy 41,068,570 No No No N/A N/A N/A N/A N/A 25.89% 20.12% 25.89% 20.12% N/A N/A N/A N/A
258 ply 40,814,997 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
259 argcomplete 40,566,758 No No Yes N/A N/A N/A N/A N/A 16.49% 7.25% 16.49% 7.25% N/A N/A N/A N/A
260 shapely 40,427,864 Yes No No N/A N/A N/A N/A N/A 1.06% 0.24% 78.88% 75.49% N/A 78.23% COMPLETE ERROR_ON_MISSING_STUB
261 mysql-connector-python 39,899,574 No No Yes N/A N/A N/A N/A N/A 90.87% 90.84% 90.87% 90.84% N/A N/A N/A N/A
262 opentelemetry-exporter-otlp-proto-common 39,882,952 No No Yes N/A N/A N/A N/A N/A 85.00% 89.66% 85.00% 89.66% N/A N/A N/A N/A
263 torch 39,746,242 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
264 multiprocess 39,604,298 No No No multiprocess-stubs N/A N/A N/A N/A 0.00% 0.16% 41.06% 44.84% N/A N/A N/A N/A
265 types-python-dateutil 39,093,719 No No Yes N/A N/A N/A N/A N/A 80.91% 82.91% 80.91% 82.91% N/A N/A N/A N/A
266 ruff 38,967,192 No No No N/A N/A N/A N/A N/A 96.41% 96.86% 96.41% 96.86% N/A N/A N/A N/A
267 tokenizers 38,709,956 No No No N/A N/A N/A N/A N/A 35.24% 11.99% 35.24% 11.99% N/A N/A N/A N/A
268 pygithub 38,472,724 No No Yes N/A N/A N/A N/A N/A 99.34% 98.61% 99.34% 98.61% N/A N/A N/A N/A
269 pymongo 38,366,956 No No Yes pymongo-stubs N/A N/A N/A N/A 99.30% 96.48% 99.29% 96.12% N/A N/A N/A N/A
270 scramp 38,148,470 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
271 typing-inspect 37,964,863 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
272 nodeenv 37,817,788 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
273 pycryptodome 37,731,468 No No Yes N/A N/A N/A N/A N/A 47.41% 20.35% 47.41% 20.35% N/A N/A N/A N/A
274 arrow 37,557,323 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
275 smart-open 37,288,851 No No No N/A N/A N/A N/A N/A 0.75% 1.23% 0.75% 1.23% N/A N/A N/A N/A
276 python-slugify 37,182,345 No No Yes N/A N/A N/A N/A N/A 91.67% 62.50% 91.67% 62.50% N/A N/A N/A N/A
277 lz4 36,917,603 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
278 opentelemetry-exporter-otlp-proto-grpc 36,240,411 No No Yes N/A N/A N/A N/A N/A 100.00% 96.00% 100.00% 96.00% N/A N/A N/A N/A
279 debugpy 36,180,621 No No No N/A N/A N/A N/A N/A 0.80% 0.62% 0.80% 0.62% N/A N/A N/A N/A
280 sympy 36,108,916 No No No N/A N/A N/A N/A N/A 3.62% 2.42% 3.62% 2.42% N/A N/A N/A N/A
281 langchain 36,079,320 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
282 opentelemetry-exporter-otlp-proto-http 35,948,695 No No Yes N/A N/A N/A N/A N/A 100.00% 75.00% 100.00% 75.00% N/A N/A N/A N/A
283 datadog 35,800,103 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
284 rich-toolkit 35,705,338 No No Yes N/A N/A N/A N/A N/A 99.56% 85.16% 99.56% 85.16% N/A N/A N/A N/A
285 zstandard 35,540,249 No No Yes N/A N/A N/A N/A N/A 40.36% 35.29% 40.36% 35.29% N/A N/A N/A N/A
286 pyflakes 35,300,194 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 89.78% 76.96% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
287 db-dtypes 34,988,544 No No No N/A N/A N/A N/A N/A 16.07% 30.00% 16.07% 30.00% N/A N/A N/A N/A
288 backports-tarfile 34,531,134 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
289 croniter 34,082,901 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 69.92% 57.45% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
290 jupyter-client 34,069,640 No No Yes N/A N/A N/A N/A N/A 100.00% 99.75% 100.00% 99.75% N/A N/A N/A N/A
291 jsonpatch 34,043,460 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
292 identify 33,945,464 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
293 jupyter-core 33,944,375 No No Yes N/A N/A N/A N/A N/A 98.59% 98.77% 98.59% 98.77% N/A N/A N/A N/A
294 aioitertools 33,831,226 No No Yes N/A N/A N/A N/A N/A 77.78% 75.00% 77.78% 75.00% N/A N/A N/A N/A
295 pre-commit 33,647,023 No No No N/A N/A N/A N/A N/A 99.43% 99.71% 99.43% 99.71% N/A N/A N/A N/A
296 structlog 33,592,835 No No Yes N/A N/A N/A N/A N/A 100.00% 99.23% 100.00% 99.23% N/A N/A N/A N/A
297 google-cloud-aiplatform 33,330,754 No No Yes N/A N/A N/A N/A N/A 69.99% 65.23% 69.99% 65.23% N/A N/A N/A N/A
298 msrest 33,195,882 No No Yes N/A N/A N/A N/A N/A 22.68% 8.97% 22.68% 8.97% N/A N/A N/A N/A
299 azure-common 33,009,181 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
300 retry 32,992,159 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 58.62% 25.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
301 cfgv 32,960,563 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
302 requests-aws4auth 32,795,827 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
303 google-cloud-appengine-logging 32,543,394 No No Yes N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
304 ipykernel 32,542,998 No No Yes N/A N/A N/A N/A N/A 14.45% 8.89% 14.45% 8.89% N/A N/A N/A N/A
305 google-cloud-resource-manager 32,349,107 No No Yes N/A N/A N/A N/A N/A 55.54% 62.21% 55.54% 62.21% N/A N/A N/A N/A
306 setproctitle 32,275,666 No No Yes N/A N/A N/A N/A N/A 50.00% 71.43% 50.00% 71.43% N/A N/A N/A N/A
307 rfc3339-validator 32,224,242 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 100.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
308 pandas-gbq 32,164,079 No No No N/A N/A N/A N/A N/A 27.91% 25.00% 27.91% 25.00% N/A N/A N/A N/A
309 slack-sdk 32,063,814 No No Yes N/A N/A N/A N/A N/A 95.16% 86.85% 95.16% 86.85% N/A N/A N/A N/A
310 databricks-sql-connector 31,982,654 No No Yes N/A N/A N/A N/A N/A 32.36% 18.07% 32.36% 18.07% N/A N/A N/A N/A
311 flake8 31,804,742 Yes No No N/A N/A N/A N/A N/A 98.77% 99.48% 98.77% 99.48% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
312 mpmath 31,659,053 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
313 langchain-core 31,584,626 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
314 pyspark 31,525,677 No No Yes pyspark-stubs N/A N/A N/A N/A 88.63% 92.75% 90.08% 92.74% N/A N/A N/A N/A
315 jsonpath-ng 31,421,190 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
316 jupyterlab 30,944,854 No No No N/A N/A N/A N/A N/A 10.15% 7.62% 10.15% 7.62% N/A N/A N/A N/A
317 comm 30,782,809 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
318 bleach 30,748,320 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 11.61% 5.57% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
319 opentelemetry-instrumentation 30,738,658 No No Yes N/A N/A N/A N/A N/A 26.57% 29.41% 26.57% 29.41% N/A N/A N/A N/A
320 redshift-connector 30,702,289 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
321 typeguard 30,691,112 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
322 opensearch-py 30,669,181 No No Yes N/A N/A N/A N/A N/A 99.21% 99.80% 99.21% 99.80% N/A N/A N/A N/A
323 nbconvert 30,536,583 No No Yes N/A N/A N/A N/A N/A 17.11% 11.93% 17.11% 11.93% N/A N/A N/A N/A
324 pytest-xdist 30,473,724 No No No N/A N/A N/A N/A N/A 98.87% 99.29% 98.87% 99.29% N/A N/A N/A N/A
325 mistune 30,425,220 No No Yes N/A N/A N/A N/A N/A 99.00% 98.67% 99.00% 98.67% N/A N/A N/A N/A
326 nbformat 30,422,819 No No Yes N/A N/A N/A N/A N/A 10.33% 3.03% 10.33% 3.03% N/A N/A N/A N/A
327 jiter 30,414,998 No No No N/A N/A N/A N/A N/A 50.00% 40.00% 50.00% 40.00% N/A N/A N/A N/A
328 execnet 30,298,507 No No Yes N/A N/A N/A N/A N/A 80.49% 89.52% 80.49% 89.52% N/A N/A N/A N/A
329 tinycss2 30,283,404 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
330 colorlog 30,082,703 No No Yes N/A N/A N/A N/A N/A 93.33% 69.23% 93.33% 69.23% N/A N/A N/A N/A
331 google-cloud-logging 29,584,422 No No Yes N/A N/A N/A N/A N/A 52.97% 59.48% 52.97% 59.48% N/A N/A N/A N/A
332 requests-file 29,454,969 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
333 oscrypto 29,362,435 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
334 text-unidecode 29,322,301 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
335 watchdog 29,277,413 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
336 cattrs 29,227,940 No No Yes N/A N/A N/A N/A N/A 75.74% 79.45% 75.74% 79.45% N/A N/A N/A N/A
337 notebook 29,207,399 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
338 opentelemetry-exporter-otlp 29,116,572 No No Yes N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
339 pytzdata 29,071,200 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
340 elasticsearch 28,965,732 No No Yes elasticsearch-stubs N/A N/A N/A N/A 99.26% 99.79% 99.26% 99.79% N/A N/A N/A N/A
341 nbclient 28,929,075 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
342 pytest-mock 28,692,395 No No Yes N/A N/A N/A N/A N/A 94.74% 95.24% 94.74% 95.24% N/A N/A N/A N/A
343 jupyter-server 28,181,564 No No Yes N/A N/A N/A N/A N/A 34.04% 38.68% 34.04% 38.68% N/A N/A N/A N/A
344 pg8000 28,171,509 No No No N/A N/A N/A N/A N/A 0.33% 0.00% 0.33% 0.00% N/A N/A N/A N/A
345 google-cloud-bigquery-storage 28,102,489 No No Yes N/A N/A N/A N/A N/A 66.01% 60.81% 66.01% 60.81% N/A N/A N/A N/A
346 toolz 28,032,498 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
347 xlsxwriter 27,977,493 No No No N/A N/A N/A N/A N/A 45.43% 89.88% 45.43% 89.88% N/A N/A N/A N/A
348 zope-interface 27,316,902 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
349 pydata-google-auth 27,245,512 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
350 lazy-object-proxy 27,127,927 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
351 google-cloud-audit-log 27,062,999 No No No N/A N/A N/A N/A N/A 100.00% -1.00% 100.00% -1.00% N/A N/A N/A N/A
352 pylint 27,031,148 No No Yes N/A N/A N/A N/A N/A 91.77% 83.79% 91.77% 83.79% N/A N/A N/A N/A
353 astroid 26,945,383 No No No N/A N/A N/A N/A N/A 85.46% 73.95% 85.46% 73.95% N/A N/A N/A N/A
354 tiktoken 26,835,003 No No Yes N/A N/A N/A N/A N/A 91.04% 82.26% 91.04% 82.26% N/A N/A N/A N/A
355 overrides 26,809,550 No No Yes N/A N/A N/A N/A N/A 65.85% 56.10% 65.85% 56.10% N/A N/A N/A N/A
356 tb-nightly 26,647,602 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
357 python-multipart 26,595,619 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
358 argon2-cffi 26,412,579 No No Yes N/A N/A N/A N/A N/A 95.08% 96.43% 95.08% 96.43% N/A N/A N/A N/A
359 email-validator 26,388,721 No No Yes N/A N/A N/A N/A N/A 100.00% 96.00% 100.00% 96.00% N/A N/A N/A N/A
360 xlrd 26,362,359 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 66.44% 71.35% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
361 opentelemetry-util-http 26,351,636 No No Yes N/A N/A N/A N/A N/A 94.29% 67.86% 94.29% 67.86% N/A N/A N/A N/A
362 semver 26,221,084 No No Yes N/A N/A N/A N/A N/A 63.64% 78.46% 63.64% 78.46% N/A N/A N/A N/A
363 sphinx 26,206,237 No No Yes N/A N/A N/A N/A N/A 99.06% 99.14% 99.06% 99.14% N/A N/A N/A N/A
364 google-cloud-dataproc 26,168,140 No No Yes N/A N/A N/A N/A N/A 56.77% 62.27% 56.77% 62.27% N/A N/A N/A N/A
365 sshtunnel 26,119,889 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
366 argon2-cffi-bindings 26,070,465 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
367 uv 25,965,776 No No Yes N/A N/A N/A N/A N/A 79.63% 84.29% 79.63% 84.29% N/A N/A N/A N/A
368 google-pasta 25,883,010 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
369 dataclasses-json 25,863,399 No No Yes N/A N/A N/A N/A N/A 24.44% 34.78% 24.44% 34.78% N/A N/A N/A N/A
370 ordered-set 25,837,129 No No Yes N/A N/A N/A N/A N/A 88.89% 89.29% 88.89% 89.29% N/A N/A N/A N/A
371 editables 25,639,249 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
372 safetensors 25,613,598 No No Yes N/A N/A N/A N/A N/A 64.85% 52.83% 64.85% 52.83% N/A N/A N/A N/A
373 gcsfs 25,505,376 No No No N/A N/A N/A N/A N/A 25.41% 31.71% 25.41% 31.71% N/A N/A N/A N/A
374 pytest-asyncio 25,492,959 No No Yes N/A N/A N/A N/A N/A 87.04% 80.00% 87.04% 80.00% N/A N/A N/A N/A
375 humanfriendly 25,240,235 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
376 pandocfilters 25,180,373 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
377 absl-py 25,069,224 No No Yes N/A N/A N/A N/A N/A 52.51% 57.11% 52.51% 57.11% N/A N/A N/A N/A
378 nltk 24,961,657 No No No N/A N/A N/A N/A N/A 1.53% 1.08% 1.53% 1.08% N/A N/A N/A N/A
379 google-cloud-vision 24,957,282 No No Yes N/A N/A N/A N/A N/A 46.71% 55.33% 46.71% 55.33% N/A N/A N/A N/A
380 jupyterlab-server 24,939,847 No No Yes N/A N/A N/A N/A N/A 99.46% 99.30% 99.46% 99.30% N/A N/A N/A N/A
381 altair 24,926,579 No No Yes N/A N/A N/A N/A N/A 95.83% 93.14% 95.83% 93.14% N/A N/A N/A N/A
382 jupyterlab-pygments 24,914,979 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
383 apache-airflow-providers-common-sql 24,543,315 No No No N/A N/A N/A N/A N/A 60.26% 77.86% 60.26% 77.86% N/A N/A N/A N/A
384 durationpy 24,502,855 No No Yes N/A N/A N/A N/A N/A 30.00% 33.33% 30.00% 33.33% N/A N/A N/A N/A
385 google-cloud-spanner 24,432,846 No No Yes N/A N/A N/A N/A N/A 29.36% 44.05% 29.36% 44.05% N/A N/A N/A N/A
386 watchfiles 24,429,350 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
387 simplejson 24,405,960 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 40.36% 24.62% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
388 google-cloud-dlp 24,389,933 No No Yes N/A N/A N/A N/A N/A 45.06% 57.12% 45.06% 57.12% N/A N/A N/A N/A
389 uvloop 24,291,355 No No Yes N/A N/A N/A N/A N/A 32.56% 36.70% 32.56% 36.70% N/A N/A N/A N/A
390 pysocks 24,218,693 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
391 pydantic-settings 24,187,418 No No Yes N/A N/A N/A N/A N/A 99.73% 100.00% 99.73% 100.00% N/A N/A N/A N/A
392 pkgutil-resolve-name 24,140,229 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
393 mdit-py-plugins 24,125,684 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
394 looker-sdk 24,019,272 No No Yes N/A N/A N/A N/A N/A 98.39% 93.05% 98.39% 93.05% N/A N/A N/A N/A
395 json5 23,864,138 No No Yes N/A N/A N/A N/A N/A 33.70% 7.79% 33.70% 7.79% N/A N/A N/A N/A
396 google-cloud-monitoring 23,722,336 No No Yes N/A N/A N/A N/A N/A 76.77% 72.01% 76.77% 72.01% N/A N/A N/A N/A
397 imageio 23,631,991 No No Yes N/A N/A N/A N/A N/A 13.46% 16.94% 13.46% 16.94% N/A N/A N/A N/A
398 apache-airflow-providers-snowflake 23,306,291 No No No N/A N/A N/A N/A N/A 81.31% 74.24% 81.31% 74.24% N/A N/A N/A N/A
399 google-cloud-kms 23,280,858 No No Yes N/A N/A N/A N/A N/A 50.57% 59.49% 50.57% 59.49% N/A N/A N/A N/A
400 aenum 23,208,371 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
401 tensorboard 23,114,000 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
402 google-cloud-bigtable 23,038,912 No No Yes N/A N/A N/A N/A N/A 44.76% 50.92% 44.76% 50.92% N/A N/A N/A N/A
403 selenium 22,953,909 No No Yes N/A N/A N/A N/A N/A 68.34% 51.66% 68.34% 51.66% N/A N/A N/A N/A
404 send2trash 22,869,523 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
405 fastavro 22,861,707 No No Yes N/A N/A N/A N/A N/A 28.96% 20.49% 28.96% 20.49% N/A N/A N/A N/A
406 httptools 22,827,589 No No No N/A N/A N/A N/A N/A 100.00% 84.21% 100.00% 84.21% N/A N/A N/A N/A
407 google-cloud-tasks 22,683,382 No No Yes N/A N/A N/A N/A N/A 42.43% 54.04% 42.43% 54.04% N/A N/A N/A N/A
408 webcolors 22,646,012 No No No webcolors-stubs N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
409 wsproto 22,593,088 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
410 pyodbc 22,570,375 No No No N/A N/A N/A N/A N/A 87.76% 96.30% 87.76% 96.30% N/A N/A N/A N/A
411 pbr 22,445,032 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
412 sentencepiece 22,425,587 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
413 appdirs 22,390,890 No No No appdirs-stubs N/A N/A N/A N/A 0.00% 0.00% 46.48% 42.42% N/A N/A N/A N/A
414 apache-airflow-providers-google 22,360,196 No No No N/A N/A N/A N/A N/A 96.02% 73.06% 96.02% 73.06% N/A N/A N/A N/A
415 sqlalchemy-bigquery 22,334,206 No No Yes N/A N/A N/A N/A N/A 9.84% 3.52% 9.84% 3.52% N/A N/A N/A N/A
416 seaborn 22,310,795 Yes No No N/A N/A N/A N/A N/A 20.93% 25.94% 43.42% 51.98% 99.44% 98.31% COMPLETE ERROR_ON_MISSING_STUB
417 google-cloud-container 22,304,411 No No Yes N/A N/A N/A N/A N/A 41.76% 55.97% 41.76% 55.97% N/A N/A N/A N/A
418 python-daemon 22,254,520 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
419 apache-airflow-providers-ssh 22,215,231 No No No N/A N/A N/A N/A N/A 87.50% 88.89% 87.50% 88.89% N/A N/A N/A N/A
420 dbt-core 22,146,825 No No Yes N/A N/A N/A N/A N/A 66.34% 66.05% 66.34% 66.05% N/A N/A N/A N/A
421 monotonic 22,126,015 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
422 google-cloud-datacatalog 22,064,051 No No Yes N/A N/A N/A N/A N/A 85.57% 84.83% 85.57% 84.83% N/A N/A N/A N/A
423 google-ads 21,968,720 No No Yes google-ads-stubs N/A N/A N/A N/A 80.85% 66.56% 85.86% 71.59% N/A N/A N/A N/A
424 thrift 21,961,845 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
425 flask-caching 21,941,943 No No Yes N/A N/A N/A N/A N/A 21.03% 31.46% 21.03% 31.46% N/A N/A N/A N/A
426 docstring-parser 21,932,037 No No Yes N/A N/A N/A N/A N/A 95.96% 83.93% 95.96% 83.93% N/A N/A N/A N/A
427 inflection 21,929,766 No No Yes N/A N/A N/A N/A N/A 34.00% 38.89% 34.00% 38.89% N/A N/A N/A N/A
428 google-cloud-bigquery-datatransfer 21,914,548 No No Yes N/A N/A N/A N/A N/A 45.52% 55.68% 45.52% 55.68% N/A N/A N/A N/A
429 apache-airflow-providers-mysql 21,887,339 No No No N/A N/A N/A N/A N/A 80.00% 66.67% 80.00% 66.67% N/A N/A N/A N/A
430 schema 21,865,208 No No Yes N/A N/A N/A N/A N/A 71.83% 28.48% 71.83% 28.48% N/A N/A N/A N/A
431 nvidia-cublas-cu12 21,860,729 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
432 xgboost 21,858,607 No No Yes N/A N/A N/A N/A N/A 87.99% 90.33% 87.99% 90.33% N/A N/A N/A N/A
433 responses 21,723,416 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
434 terminado 21,700,899 No No Yes N/A N/A N/A N/A N/A 85.71% 74.51% 85.71% 74.51% N/A N/A N/A N/A
435 nvidia-cusparse-cu12 21,526,026 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
436 google-cloud-translate 21,524,588 No No Yes N/A N/A N/A N/A N/A 44.03% 56.49% 44.03% 56.49% N/A N/A N/A N/A
437 fqdn 21,518,910 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
438 sagemaker 21,496,353 No No Yes N/A N/A N/A N/A N/A 57.00% 34.37% 57.00% 34.37% N/A N/A N/A N/A
439 ipywidgets 21,481,136 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
440 deepdiff 21,480,670 No No Yes N/A N/A N/A N/A N/A 49.31% 44.90% 49.31% 44.90% N/A N/A N/A N/A
441 google-cloud-videointelligence 21,461,398 No No Yes N/A N/A N/A N/A N/A 63.39% 56.20% 63.39% 56.20% N/A N/A N/A N/A
442 nvidia-nvjitlink-cu12 21,446,753 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
443 google-cloud-language 21,409,736 No No Yes N/A N/A N/A N/A N/A 44.44% 52.98% 44.44% 52.98% N/A N/A N/A N/A
444 google-cloud-workflows 21,386,722 No No Yes N/A N/A N/A N/A N/A 55.18% 59.94% 55.18% 59.94% N/A N/A N/A N/A
445 google-cloud-redis 21,321,632 No No Yes N/A N/A N/A N/A N/A 42.37% 54.24% 42.37% 54.24% N/A N/A N/A N/A
446 faker 21,319,024 No No Yes N/A N/A N/A N/A N/A 98.48% 98.58% 98.48% 98.58% N/A N/A N/A N/A
447 uri-template 21,301,699 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
448 isoduration 21,299,644 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
449 apache-airflow-providers-databricks 21,191,082 No No No N/A N/A N/A N/A N/A 88.55% 85.14% 88.55% 85.14% N/A N/A N/A N/A
450 jupyter-events 21,187,649 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
451 graphql-core 21,172,140 No No Yes N/A N/A N/A N/A N/A 90.63% 91.51% 90.63% 91.51% N/A N/A N/A N/A
452 nvidia-cuda-runtime-cu12 21,169,255 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
453 google-cloud-dataplex 21,160,115 No No Yes N/A N/A N/A N/A N/A 51.48% 60.69% 51.48% 60.69% N/A N/A N/A N/A
454 google-cloud-build 21,159,916 No No Yes N/A N/A N/A N/A N/A 48.45% 57.83% 48.45% 57.83% N/A N/A N/A N/A
455 nvidia-cuda-cupti-cu12 21,128,377 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
456 nvidia-cufft-cu12 21,109,136 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
457 notebook-shim 21,103,886 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
458 google-cloud-automl 21,047,228 No No Yes N/A N/A N/A N/A N/A 46.96% 54.01% 46.96% 54.01% N/A N/A N/A N/A
459 h5py 20,998,050 No No No h5py-stubs N/A N/A N/A N/A 0.48% 1.23% 12.38% 18.77% N/A N/A N/A N/A
460 google-cloud-os-login 20,975,887 No No Yes N/A N/A N/A N/A N/A 45.45% 53.05% 45.45% 53.05% N/A N/A N/A N/A
461 rfc3986-validator 20,958,667 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
462 nvidia-cuda-nvrtc-cu12 20,933,244 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
463 gcloud-aio-auth 20,921,900 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
464 widgetsnbextension 20,918,405 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
465 async-lru 20,907,023 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
466 gcloud-aio-storage 20,871,506 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
467 google-cloud-memcache 20,856,722 No No Yes N/A N/A N/A N/A N/A 42.77% 54.03% 42.77% 54.03% N/A N/A N/A N/A
468 mock 20,820,598 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 38.93% 37.25% N/A 90.74% COMPLETE ERROR_ON_MISSING_STUB
469 nvidia-cusolver-cu12 20,811,499 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
470 nvidia-curand-cu12 20,788,063 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
471 nvidia-cudnn-cu12 20,765,764 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
472 flatbuffers 20,709,501 No No No N/A N/A N/A N/A N/A 0.00% 0.41% 0.00% 0.41% N/A N/A N/A N/A
473 types-pyyaml 20,705,935 No No Yes N/A N/A N/A N/A N/A 51.04% 47.56% 51.04% 47.56% N/A N/A N/A N/A
474 google-cloud-orchestration-airflow 20,625,945 No No Yes N/A N/A N/A N/A N/A 48.04% 58.36% 48.04% 58.36% N/A N/A N/A N/A
475 jupyterlab-widgets 20,575,198 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
476 google-cloud-dataproc-metastore 20,536,621 No No Yes N/A N/A N/A N/A N/A 48.25% 58.51% 48.25% 58.51% N/A N/A N/A N/A
477 google-cloud-speech 20,410,602 No No Yes N/A N/A N/A N/A N/A 51.63% 61.18% 51.63% 61.18% N/A N/A N/A N/A
478 google-cloud-dataform 20,345,730 No No Yes N/A N/A N/A N/A N/A 45.24% 57.17% 45.24% 57.17% N/A N/A N/A N/A
479 google-cloud-texttospeech 20,253,429 No No Yes N/A N/A N/A N/A N/A 57.44% 58.05% 57.44% 58.05% N/A N/A N/A N/A
480 apache-airflow 20,245,881 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
481 numba 20,170,050 No No Yes N/A N/A N/A N/A N/A 0.33% 0.76% 0.33% 0.76% N/A N/A N/A N/A
482 django 20,153,015 No No No django-stubs N/A N/A N/A N/A 0.00% 0.00% 41.36% 38.52% N/A N/A N/A N/A
483 tblib 20,048,097 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
484 pathos 20,022,358 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
485 trio 19,994,898 No No Yes N/A N/A N/A N/A N/A 97.55% 98.10% 97.55% 98.10% N/A N/A N/A N/A
486 gcloud-aio-bigquery 19,978,014 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
487 progressbar2 19,913,057 No No Yes N/A N/A N/A N/A N/A 61.19% 61.56% 61.19% 61.56% N/A N/A N/A N/A
488 tensorflow 19,851,340 Yes No No N/A N/A N/A N/A N/A -1.00% -1.00% 98.45% 98.90% 98.69% 99.33% PARTIAL SKIPPED
489 jupyter-server-terminals 19,714,476 No No Yes N/A N/A N/A N/A N/A 90.91% 95.24% 90.91% 95.24% N/A N/A N/A N/A
490 grpcio-gcp 19,681,707 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
491 nvidia-nccl-cu12 19,680,271 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
492 plotly 19,644,470 No No No plotly-stubs N/A N/A N/A N/A 0.24% 3.96% 33.31% 17.66% N/A N/A N/A N/A
493 azure-storage-file-datalake 19,620,788 No No Yes N/A N/A N/A N/A N/A 63.73% 52.32% 63.73% 52.32% N/A N/A N/A N/A
494 opentelemetry-instrumentation-requests 19,618,804 No No Yes N/A N/A N/A N/A N/A 68.75% 18.18% 68.75% 18.18% N/A N/A N/A N/A
495 pox 19,610,128 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
496 ppft 19,566,372 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
497 triton 19,526,915 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
498 time-machine 19,481,314 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
499 html5lib 19,448,141 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 13.84% 14.06% 48.08% 35.56% COMPLETE ERROR_ON_MISSING_STUB
500 databricks-sdk 19,440,118 No No Yes N/A N/A N/A N/A N/A 92.00% 94.02% 92.00% 94.02% N/A N/A N/A N/A
501 llvmlite 19,392,870 No No No N/A N/A N/A N/A N/A 0.22% 0.37% 0.22% 0.37% N/A N/A N/A N/A
502 confluent-kafka 19,379,722 No No No confluent-kafka-stubs N/A N/A N/A N/A -1.00% -1.00% 100.00% 100.00% N/A N/A N/A N/A
503 coloredlogs 19,276,974 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
504 rfc3986 19,223,728 No No No rfc3986-stubs N/A N/A N/A N/A 0.00% 0.00% 97.34% 93.07% N/A N/A N/A N/A
505 pipenv 19,213,164 No No Yes N/A N/A N/A N/A N/A 57.64% 58.48% 57.64% 58.48% N/A N/A N/A N/A
506 google-cloud-compute 19,208,335 No No Yes N/A N/A N/A N/A N/A 71.16% 72.84% 71.16% 72.84% N/A N/A N/A N/A
507 oauth2client 19,133,072 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
508 narwhals 19,102,327 No No Yes N/A N/A N/A N/A N/A 100.00% 99.72% 100.00% 99.72% N/A N/A N/A N/A
509 langsmith 19,054,446 No No Yes N/A N/A N/A N/A N/A 90.69% 81.67% 90.69% 81.67% N/A N/A N/A N/A
510 adal 19,023,732 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
511 semantic-version 19,003,155 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
512 linkify-it-py 18,919,531 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
513 dacite 18,851,649 No No Yes N/A N/A N/A N/A N/A 96.77% 86.79% 96.77% 86.79% N/A N/A N/A N/A
514 jupyter-lsp 18,765,944 No No No N/A N/A N/A N/A N/A 60.00% 23.38% 60.00% 23.38% N/A N/A N/A N/A
515 python-utils 18,564,983 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
516 antlr4-python3-runtime 18,462,192 Yes No No N/A N/A N/A N/A N/A 81.75% 0.49% 76.59% 14.91% 30.01% 76.88% COMPLETE ERROR_ON_MISSING_STUB
517 snowballstemmer 18,363,781 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
518 great-expectations 18,269,956 No No Yes N/A N/A N/A N/A N/A 79.16% 73.81% 79.16% 73.81% N/A N/A N/A N/A
519 azure-keyvault-secrets 18,230,517 No No Yes N/A N/A N/A N/A N/A 50.25% 57.08% 50.25% 57.08% N/A N/A N/A N/A
520 fastapi-cli 18,206,782 No No Yes N/A N/A N/A N/A N/A 100.00% 94.12% 100.00% 94.12% N/A N/A N/A N/A
521 delta-spark 18,058,688 No No Yes N/A N/A N/A N/A N/A 92.93% 96.81% 92.93% 96.81% N/A N/A N/A N/A
522 flask-wtf 17,974,155 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
523 pymssql 17,839,318 No No Yes N/A N/A N/A N/A N/A 74.83% 70.10% 74.83% 70.10% N/A N/A N/A N/A
524 omegaconf 17,814,651 No No Yes N/A N/A N/A N/A N/A 97.90% 66.67% 97.90% 66.67% N/A N/A N/A N/A
525 datasets 17,702,846 No No No N/A N/A N/A N/A N/A 72.89% 46.79% 72.89% 46.79% N/A N/A N/A N/A
526 outcome 17,686,030 No No Yes outcome-stubs N/A N/A N/A N/A 90.00% 92.86% 99.22% 99.00% N/A N/A N/A N/A
527 retrying 17,673,963 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
528 dbt-adapters 17,545,038 No No Yes N/A N/A N/A N/A N/A 81.27% 78.60% 81.27% 78.60% N/A N/A N/A N/A
529 rich-argparse 17,446,507 No No Yes N/A N/A N/A N/A N/A 100.00% 96.61% 100.00% 96.61% N/A N/A N/A N/A
530 gast 17,444,773 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
531 universal-pathlib 17,417,208 No No Yes N/A N/A N/A N/A N/A 80.11% 85.97% 80.11% 85.97% N/A N/A N/A N/A
532 apache-airflow-providers-cncf-kubernetes 17,251,316 No No No N/A N/A N/A N/A N/A 84.82% 71.67% 84.82% 71.67% N/A N/A N/A N/A
533 zeep 17,124,283 No No Yes N/A N/A N/A N/A N/A 11.60% 10.36% 11.60% 10.36% N/A N/A N/A N/A
534 tox 17,092,090 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
535 loguru 17,075,055 No No Yes N/A N/A N/A N/A N/A 8.45% 12.84% 8.45% 12.84% N/A N/A N/A N/A
536 psycopg2 16,973,888 Yes No No N/A N/A N/A N/A N/A 0.00% 1.35% 49.08% 59.95% 81.23% 63.86% COMPLETE ERROR_ON_MISSING_STUB
537 xxhash 16,963,433 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
538 deprecation 16,926,872 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
539 click-plugins 16,924,744 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
540 lockfile 16,851,874 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
541 aws-requests-auth 16,665,209 No No No aws-requests-auth-stubs N/A N/A N/A N/A 0.00% 0.00% 88.46% 50.00% N/A N/A N/A N/A
542 entrypoints 16,646,425 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 66.67% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
543 hypothesis 16,593,577 No No Yes N/A N/A N/A N/A N/A 62.85% 66.71% 62.85% 66.71% N/A N/A N/A N/A
544 trio-websocket 16,591,186 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
545 prettytable 16,477,779 No No Yes N/A N/A N/A N/A N/A 66.67% 80.58% 66.67% 80.58% N/A N/A N/A N/A
546 asynctest 16,431,090 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
547 hpack 16,390,808 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
548 opencv-python 16,377,930 No No No N/A N/A N/A N/A N/A 11.66% 11.76% 11.66% 11.76% N/A N/A N/A N/A
549 hvac 16,313,841 Yes No No N/A N/A N/A N/A N/A 0.59% 0.00% 17.96% 6.83% 14.31% 29.49% COMPLETE ERROR_ON_MISSING_STUB
550 smdebug-rulesconfig 16,181,775 No No No N/A N/A N/A N/A N/A 9.38% 0.00% 9.38% 0.00% N/A N/A N/A N/A
551 langchain-community 16,180,222 No No Yes N/A N/A N/A N/A N/A 99.28% 98.92% 99.28% 98.92% N/A N/A N/A N/A
552 azure-mgmt-core 16,166,552 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
553 libcst 16,130,407 No No Yes N/A N/A N/A N/A N/A 98.69% 99.10% 98.69% 99.10% N/A N/A N/A N/A
554 flask-login 16,100,338 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
555 boto3-stubs 16,054,951 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
556 docker-pycreds 16,028,068 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
557 h2 16,014,953 No No Yes N/A N/A N/A N/A N/A 71.20% 68.46% 71.20% 68.46% N/A N/A N/A N/A
558 hyperframe 16,003,611 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
559 wandb 15,884,344 No No Yes N/A N/A N/A N/A N/A 53.86% 52.27% 53.86% 52.27% N/A N/A N/A N/A
560 kombu 15,852,520 No No No N/A N/A N/A N/A N/A 6.97% 6.30% 6.97% 6.30% N/A N/A N/A N/A
561 amqp 15,756,904 No No No N/A N/A N/A N/A N/A 0.43% 0.38% 0.43% 0.38% N/A N/A N/A N/A
562 nvidia-nvtx-cu12 15,741,599 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
563 marshmallow-oneofschema 15,666,406 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
564 kafka-python 15,540,020 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
565 mysqlclient 15,529,607 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 30.34% 25.74% 34.48% 32.32% COMPLETE ERROR_ON_MISSING_STUB
566 statsmodels 15,460,919 No No No N/A N/A N/A N/A N/A 3.01% 3.78% 3.01% 3.78% N/A N/A N/A N/A
567 botocore-stubs 15,361,139 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
568 avro-python3 15,290,274 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
569 vine 15,228,177 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
570 alabaster 15,210,448 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
571 mashumaro 15,204,810 No No Yes N/A N/A N/A N/A N/A 100.00% 99.20% 100.00% 99.20% N/A N/A N/A N/A
572 sphinxcontrib-serializinghtml 15,175,986 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
573 freezegun 15,168,284 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
574 torchvision 15,144,055 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
575 langchain-google-vertexai 15,098,147 No No Yes N/A N/A N/A N/A N/A 98.46% 95.68% 98.46% 95.68% N/A N/A N/A N/A
576 pickleshare 15,045,412 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
577 pytimeparse 15,016,430 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
578 argparse 14,978,903 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
579 unidecode 14,972,271 No No Yes N/A N/A N/A N/A N/A 92.31% 57.14% 92.31% 57.14% N/A N/A N/A N/A
580 imagesize 14,959,957 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
581 grpcio-health-checking 14,954,821 Yes No No N/A N/A N/A N/A N/A 4.65% 0.00% 27.91% 45.45% 80.00% 35.71% COMPLETE ERROR_ON_MISSING_STUB
582 types-awscrt 14,820,850 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
583 sphinxcontrib-htmlhelp 14,804,779 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
584 backcall 14,766,160 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
585 agate 14,756,963 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
586 sphinxcontrib-applehelp 14,749,658 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
587 sphinxcontrib-qthelp 14,736,278 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
588 cached-property 14,707,151 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
589 sphinxcontrib-devhelp 14,697,235 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
590 authlib 14,502,856 No No No N/A N/A N/A N/A N/A 2.79% 3.65% 2.79% 3.65% 57.03% 20.23% PARTIAL ERROR_ON_MISSING_STUB
591 celery 14,500,951 No No No celery-stubs N/A N/A N/A N/A 6.96% 5.70% 33.37% 11.94% N/A N/A N/A N/A
592 google-cloud-dataflow-client 14,497,977 No No Yes N/A N/A N/A N/A N/A 57.45% 58.63% 57.45% 58.63% N/A N/A N/A N/A
593 brotli 14,484,887 No No No brotli-stubs N/A N/A N/A N/A 0.00% 0.00% 56.52% 46.67% N/A N/A N/A N/A
594 apache-beam 14,365,189 No No Yes N/A N/A N/A N/A N/A 19.66% 13.97% 19.66% 13.97% N/A N/A N/A N/A
595 patsy 14,331,803 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
596 ujson 14,331,194 Yes No No N/A N/A N/A N/A N/A 96.15% 85.71% 98.21% 92.31% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
597 pybind11 14,248,504 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
598 types-s3transfer 14,151,882 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
599 billiard 14,075,310 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
600 google-cloud-firestore 14,065,290 No No Yes N/A N/A N/A N/A N/A 49.36% 58.13% 49.36% 58.13% N/A N/A N/A N/A
601 nh3 14,022,122 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
602 graphviz 13,990,927 No No No N/A N/A N/A N/A N/A 75.14% 72.31% 75.14% 72.31% N/A N/A N/A N/A
603 gremlinpython 13,989,465 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
604 ijson 13,940,976 No No No N/A N/A N/A N/A N/A 0.00% 0.74% 0.00% 0.74% N/A N/A N/A N/A
605 aiosqlite 13,861,369 No No Yes N/A N/A N/A N/A N/A 80.00% 93.10% 80.00% 93.10% N/A N/A N/A N/A
606 flask-session 13,769,427 No No No N/A N/A N/A N/A N/A 92.86% 86.89% 92.86% 86.89% N/A N/A N/A N/A
607 analytics-python 13,756,092 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
608 tensorboard-data-server 13,751,544 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
609 docopt 13,747,797 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
610 sphinxcontrib-jsmath 13,724,413 No No No N/A N/A N/A N/A N/A 100.00% 80.00% 100.00% 80.00% N/A N/A N/A N/A
611 cachelib 13,676,320 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
612 gspread 13,659,164 No No Yes N/A N/A N/A N/A N/A 99.37% 98.39% 99.37% 98.39% N/A N/A N/A N/A
613 mlflow 13,644,564 No No Yes N/A N/A N/A N/A N/A 47.82% 38.26% 47.82% 38.26% N/A N/A N/A N/A
614 ninja 13,614,963 No No Yes N/A N/A N/A N/A N/A 98.68% 98.41% 98.68% 98.41% N/A N/A N/A N/A
615 ecdsa 13,606,186 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
616 astronomer-cosmos 13,601,712 No No No N/A N/A N/A N/A N/A 99.43% 98.83% 99.43% 98.83% N/A N/A N/A N/A
617 makefun 13,554,587 No No Yes N/A N/A N/A N/A N/A 3.64% 1.61% 3.64% 1.61% N/A N/A N/A N/A
618 pip-tools 13,549,340 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
619 simple-salesforce 13,534,959 No No Yes N/A N/A N/A N/A N/A 99.09% 97.10% 99.09% 97.10% N/A N/A N/A N/A
620 readme-renderer 13,521,314 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
621 pbs-installer 13,465,861 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
622 gevent 13,438,393 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 20.95% 10.79% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
623 pycountry 13,383,117 No No Yes N/A N/A N/A N/A N/A 75.00% 51.85% 75.00% 51.85% N/A N/A N/A N/A
624 pytest-metadata 13,375,561 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
625 types-pytz 13,371,350 No No Yes N/A N/A N/A N/A N/A 96.97% 100.00% 96.97% 100.00% N/A N/A N/A N/A
626 findpython 13,353,380 No No No N/A N/A N/A N/A N/A 57.84% 69.57% 57.84% 69.57% N/A N/A N/A N/A
627 opt-einsum 13,259,712 No No No N/A N/A N/A N/A N/A 81.43% 71.34% 81.43% 71.34% N/A N/A N/A N/A
628 pkce 13,230,780 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
629 databricks-cli 13,156,225 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
630 pydeequ 13,126,668 No No No N/A N/A N/A N/A N/A 29.30% 1.01% 29.30% 1.01% N/A N/A N/A N/A
631 twine 13,122,989 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
632 langchain-text-splitters 13,112,233 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
633 types-protobuf 13,006,109 No No Yes N/A N/A N/A N/A N/A 64.03% 76.34% 64.03% 76.34% N/A N/A N/A N/A
634 keras 13,004,500 No No No N/A N/A N/A N/A N/A 0.01% 0.00% 0.01% 0.00% N/A N/A N/A N/A
635 evergreen-py 13,004,391 No No Yes N/A N/A N/A N/A N/A 83.98% 92.80% 83.98% 92.80% N/A N/A N/A N/A
636 bs4 12,996,439 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
637 tensorflow-estimator 12,947,504 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
638 mergedeep 12,946,265 No No No N/A N/A N/A N/A N/A 5.26% 14.29% 5.26% 14.29% N/A N/A N/A N/A
639 click-didyoumean 12,902,666 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
640 flask-cors 12,836,738 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
641 configupdater 12,768,031 No No Yes N/A N/A N/A N/A N/A 83.10% 78.87% 83.10% 78.87% N/A N/A N/A N/A
642 sqlalchemy-jsonfield 12,758,370 No No No N/A N/A N/A N/A N/A 100.00% 42.86% 100.00% 42.86% N/A N/A N/A N/A
643 google-cloud-storage-transfer 12,725,254 No No Yes N/A N/A N/A N/A N/A 42.06% 53.41% 42.06% 53.41% N/A N/A N/A N/A
644 pywin32 12,671,776 Yes No No N/A N/A N/A N/A N/A -1.00% -1.00% 58.57% 66.94% 67.07% 51.54% COMPLETE ERROR_ON_MISSING_STUB
645 parsedatetime 12,652,854 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
646 psycopg 12,648,304 No No Yes N/A N/A N/A N/A N/A 99.93% 99.84% 99.93% 99.84% N/A N/A N/A N/A
647 tldextract 12,615,224 No No Yes N/A N/A N/A N/A N/A 100.00% 98.15% 100.00% 98.15% N/A N/A N/A N/A
648 google-cloud-run 12,551,111 No No Yes N/A N/A N/A N/A N/A 63.41% 65.22% 63.41% 65.22% N/A N/A N/A N/A
649 moto 12,409,800 No No Yes N/A N/A N/A N/A N/A 98.53% 85.17% 98.53% 85.17% N/A N/A N/A N/A
650 python-gitlab 12,400,362 No No Yes N/A N/A N/A N/A N/A 94.24% 98.33% 94.24% 98.33% N/A N/A N/A N/A
651 click-repl 12,394,263 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
652 imbalanced-learn 12,353,123 No No No N/A N/A N/A N/A N/A 0.41% 0.76% 0.41% 0.76% N/A N/A N/A N/A
653 scikit-image 12,281,058 No No Yes N/A N/A N/A N/A N/A 0.10% 0.16% 0.10% 0.16% N/A N/A N/A N/A
654 mypy-boto3-s3 12,263,635 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
655 humanize 12,263,135 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
656 pytest-runner 12,193,148 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
657 mlflow-skinny 11,919,583 No No Yes N/A N/A N/A N/A N/A 47.82% 38.26% 47.82% 38.26% N/A N/A N/A N/A
658 lark 11,882,949 No No Yes N/A N/A N/A N/A N/A 32.04% 25.08% 32.04% 25.08% N/A N/A N/A N/A
659 spacy 11,864,658 No No Yes N/A N/A N/A N/A N/A 82.19% 72.89% 82.19% 72.89% N/A N/A N/A N/A
660 db-contrib-tool 11,837,175 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
661 zope-event 11,795,320 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
662 sqlalchemy-spanner 11,753,681 No No No N/A N/A N/A N/A N/A 3.53% 3.45% 3.53% 3.45% N/A N/A N/A N/A
663 connexion 11,687,525 No No No N/A N/A N/A N/A N/A 45.69% 40.49% 45.69% 40.49% N/A N/A N/A N/A
664 google-cloud-batch 11,658,586 No No Yes N/A N/A N/A N/A N/A 46.65% 56.96% 46.65% 56.96% N/A N/A N/A N/A
665 jsonpickle 11,602,651 No No No N/A N/A N/A N/A N/A 0.51% 0.00% 0.51% 0.00% N/A N/A N/A N/A
666 yapf 11,596,707 No No No N/A N/A N/A N/A N/A 2.79% 1.16% 2.79% 1.16% N/A N/A N/A N/A
667 types-setuptools 11,529,588 No No Yes N/A N/A N/A N/A N/A 73.54% 83.86% 73.54% 83.86% N/A N/A N/A N/A
668 onnxruntime 11,527,592 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
669 ddtrace 11,525,592 No No Yes N/A N/A N/A N/A N/A 44.68% 41.47% 44.68% 41.47% N/A N/A N/A N/A
670 opentelemetry-instrumentation-asgi 11,482,880 No No No N/A N/A N/A N/A N/A 36.21% 33.33% 36.21% 33.33% N/A N/A N/A N/A
671 flask-sqlalchemy 11,463,876 No No Yes flask-sqlalchemy-stubs N/A N/A N/A N/A 100.00% 100.00% 100.00% 70.08% N/A N/A N/A N/A
672 graphene 11,421,879 No No No graphene-stubs N/A N/A N/A N/A 6.63% 2.46% 79.14% 87.32% N/A N/A N/A N/A
673 pytest-timeout 11,386,124 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
674 leather 11,332,163 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
675 dbt-common 11,315,804 No No Yes N/A N/A N/A N/A N/A 71.39% 84.50% 71.39% 84.50% N/A N/A N/A N/A
676 yamllint 11,296,033 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
677 parameterized 11,294,179 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
678 jira 11,240,341 No No Yes N/A N/A N/A N/A N/A 90.22% 63.52% 90.22% 63.52% N/A N/A N/A N/A
679 graphql-relay 11,154,344 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
680 astunparse 11,146,978 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
681 pyproject-api 11,136,472 No No Yes N/A N/A N/A N/A N/A 100.00% 95.00% 100.00% 95.00% N/A N/A N/A N/A
682 opentelemetry-instrumentation-fastapi 11,127,826 No No No N/A N/A N/A N/A N/A 80.00% 25.00% 80.00% 25.00% N/A N/A N/A N/A
683 watchtower 11,057,638 No No Yes N/A N/A N/A N/A N/A 41.67% 0.00% 41.67% 0.00% N/A N/A N/A N/A
684 dbt-extractor 11,052,128 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
685 cron-descriptor 11,046,781 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
686 sqlalchemy-utils 11,025,052 No No No N/A N/A N/A N/A N/A 0.17% 0.24% 0.17% 0.24% N/A N/A N/A N/A
687 types-urllib3 10,994,572 No No No N/A N/A N/A N/A N/A 56.66% 57.03% 56.66% 57.03% N/A N/A N/A N/A
688 bytecode 10,955,730 No No Yes N/A N/A N/A N/A N/A 90.91% 93.33% 90.91% 93.33% N/A N/A N/A N/A
689 python-jose 10,889,223 Yes No No N/A N/A N/A N/A N/A 0.88% 1.57% 36.73% 44.09% 71.43% 65.87% COMPLETE ERROR_ON_MISSING_STUB
690 google-re2 10,882,599 No No No google-re2-stubs N/A N/A N/A N/A 0.00% 0.00% 84.21% 81.25% N/A N/A N/A N/A
691 apispec 10,846,779 No No Yes N/A N/A N/A N/A N/A 66.17% 77.66% 66.17% 77.66% N/A N/A N/A N/A
692 dateparser 10,827,282 Yes No No N/A N/A N/A N/A N/A 0.46% 0.00% 29.10% 27.74% 74.50% 61.51% COMPLETE ERROR_ON_MISSING_STUB
693 fasteners 10,826,811 No No No N/A N/A N/A N/A N/A 26.44% 10.39% 26.44% 10.39% N/A N/A N/A N/A
694 jpype1 10,746,213 No No No N/A N/A N/A N/A N/A 6.14% 10.54% 6.14% 10.54% N/A N/A N/A N/A
695 cramjam 10,738,174 No No Yes N/A N/A N/A N/A N/A 99.44% 100.00% 99.44% 100.00% N/A N/A N/A N/A
696 pypdf2 10,602,041 No No Yes N/A N/A N/A N/A N/A 100.00% 99.54% 100.00% 99.54% N/A N/A N/A N/A
697 langchain-openai 10,600,352 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
698 dbt-semantic-interfaces 10,591,501 No No Yes N/A N/A N/A N/A N/A 98.03% 99.14% 98.03% 99.14% N/A N/A N/A N/A
699 ml-dtypes 10,590,649 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
700 blis 10,569,552 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
701 python-magic 10,559,427 No No Yes N/A N/A N/A N/A N/A 64.06% 17.02% 64.06% 17.02% N/A N/A N/A N/A
702 thinc 10,549,545 No No Yes N/A N/A N/A N/A N/A 81.61% 72.66% 81.61% 72.66% N/A N/A N/A N/A
703 msrestazure 10,476,755 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
704 catalogue 10,465,326 No No No N/A N/A N/A N/A N/A 31.67% 26.19% 31.67% 26.19% N/A N/A N/A N/A
705 uc-micro-py 10,460,662 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
706 azure-datalake-store 10,452,604 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
707 srsly 10,408,216 No No Yes N/A N/A N/A N/A N/A 3.85% 2.80% 3.85% 2.80% N/A N/A N/A N/A
708 djangorestframework 10,402,202 No No No djangorestframework-stubs N/A N/A N/A N/A 0.08% 0.00% 67.90% 60.46% N/A N/A N/A N/A
709 azure-mgmt-resource 10,395,703 No No Yes N/A N/A N/A N/A N/A 83.75% 72.72% 83.75% 72.72% N/A N/A N/A N/A
710 texttable 10,388,543 No No No N/A N/A N/A N/A N/A 36.84% 24.56% 36.84% 24.56% N/A N/A N/A N/A
711 mypy-boto3-rds 10,354,460 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
712 envier 10,300,074 No No No N/A N/A N/A N/A N/A 98.72% 92.59% 98.72% 92.59% N/A N/A N/A N/A
713 asyncpg 10,267,212 No No No asyncpg-stubs N/A N/A N/A N/A 37.30% 33.88% 68.71% 69.41% N/A N/A N/A N/A
714 preshed 10,254,903 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
715 py-cpuinfo 10,240,958 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
716 pypdf 10,231,286 No No Yes N/A N/A N/A N/A N/A 99.75% 100.00% 99.75% 100.00% N/A N/A N/A N/A
717 wtforms 10,214,124 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
718 commonmark 10,214,038 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
719 python-http-client 10,157,647 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 45.45% 50.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
720 flask-appbuilder 10,130,633 No No No N/A N/A N/A N/A N/A 38.33% 35.46% 38.33% 35.46% N/A N/A N/A N/A
721 python-gnupg 10,107,865 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
722 wasabi 10,075,743 No No Yes N/A N/A N/A N/A N/A 87.14% 52.63% 87.14% 52.63% N/A N/A N/A N/A
723 astor 10,068,614 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
724 bitarray 10,047,096 No No Yes N/A N/A N/A N/A N/A 59.04% 13.78% 59.04% 13.78% N/A N/A N/A N/A
725 pysftp 10,002,181 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 95.45% 92.42% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
726 stevedore 9,977,786 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
727 opencv-python-headless 9,956,241 No No No N/A N/A N/A N/A N/A 11.66% 11.76% 11.66% 11.76% N/A N/A N/A N/A
728 sendgrid 9,899,330 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
729 json-merge-patch 9,899,292 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
730 elastic-transport 9,890,457 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
731 langcodes 9,865,046 No No Yes N/A N/A N/A N/A N/A 75.49% 65.33% 75.49% 65.33% N/A N/A N/A N/A
732 mmh3 9,831,914 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
733 thriftpy2 9,818,864 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
734 pyathena 9,785,526 No No Yes N/A N/A N/A N/A N/A 92.03% 84.68% 92.03% 84.68% N/A N/A N/A N/A
735 diskcache 9,751,541 No No No diskcache-stubs N/A N/A N/A N/A 0.00% 0.00% 58.45% 56.52% N/A N/A N/A N/A
736 aws-lambda-powertools 9,730,516 No No Yes N/A N/A N/A N/A N/A 94.10% 87.88% 94.10% 87.88% N/A N/A N/A N/A
737 accelerate 9,720,331 No No No N/A N/A N/A N/A N/A 40.61% 7.29% 40.61% 7.29% N/A N/A N/A N/A
738 opencensus 9,696,294 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
739 dask 9,677,862 No No Yes dask-stubs N/A N/A N/A N/A 9.17% 10.94% 9.81% 12.35% N/A N/A N/A N/A
740 configparser 9,668,493 No No No N/A N/A N/A N/A N/A 0.54% 0.00% 0.54% 0.00% N/A N/A N/A N/A
741 pytest-rerunfailures 9,644,811 No No No N/A N/A N/A N/A N/A 26.09% 13.95% 26.09% 13.95% N/A N/A N/A N/A
742 aws-xray-sdk 9,643,223 Yes No No N/A N/A N/A N/A N/A 0.59% 0.28% 33.47% 44.19% 79.76% 51.99% COMPLETE ERROR_ON_MISSING_STUB
743 opencensus-context 9,634,813 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
744 requests-mock 9,618,885 No No Yes N/A N/A N/A N/A N/A 67.95% 65.88% 67.95% 65.88% N/A N/A N/A N/A
745 pytest-html 9,592,147 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
746 libclang 9,501,279 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
747 polars 9,484,069 No No Yes N/A N/A N/A N/A N/A 99.87% 99.61% 99.87% 99.61% N/A N/A N/A N/A
748 holidays 9,463,914 No No Yes N/A N/A N/A N/A N/A 60.34% 35.57% 60.34% 35.57% N/A N/A N/A N/A
749 validators 9,426,709 No No Yes N/A N/A N/A N/A N/A 100.00% 2.17% 100.00% 2.17% N/A N/A N/A N/A
750 spacy-legacy 9,410,533 No No No N/A N/A N/A N/A N/A 91.92% 61.22% 91.92% 61.22% N/A N/A N/A N/A
751 dataclasses 9,405,110 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
752 pyroaring 9,322,479 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
753 spacy-loggers 9,309,281 No No No N/A N/A N/A N/A N/A 100.00% 53.45% 100.00% 53.45% N/A N/A N/A N/A
754 cymem 9,294,243 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
755 levenshtein 9,251,806 No No Yes N/A N/A N/A N/A N/A 78.72% 56.25% 78.72% 56.25% N/A N/A N/A N/A
756 murmurhash 9,250,523 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
757 eval-type-backport 9,240,083 No No Yes N/A N/A N/A N/A N/A 88.24% 88.89% 88.24% 88.89% N/A N/A N/A N/A
758 pydot 9,196,531 No No Yes N/A N/A N/A N/A N/A 62.16% 64.40% 62.16% 64.40% N/A N/A N/A N/A
759 flit-core 9,141,912 No No Yes N/A N/A N/A N/A N/A 37.14% 23.37% 37.14% 23.37% N/A N/A N/A N/A
760 phonenumbers 9,096,618 No No Yes N/A N/A N/A N/A N/A 96.82% 94.58% 96.82% 94.58% N/A N/A N/A N/A
761 psycopg-binary 9,036,549 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
762 confection 9,034,256 No No Yes N/A N/A N/A N/A N/A 69.23% 59.32% 69.23% 59.32% N/A N/A N/A N/A
763 limits 9,005,705 No No Yes N/A N/A N/A N/A N/A 97.19% 95.65% 97.19% 95.65% N/A N/A N/A N/A
764 datetime 8,999,040 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
765 msgspec 8,985,206 No No Yes N/A N/A N/A N/A N/A 35.11% 38.60% 35.11% 38.60% N/A N/A N/A N/A
766 azure-cosmos 8,972,606 No No Yes N/A N/A N/A N/A N/A 56.81% 51.95% 56.81% 51.95% N/A N/A N/A N/A
767 azure-storage-queue 8,939,154 No No Yes N/A N/A N/A N/A N/A 56.36% 46.44% 56.36% 46.44% N/A N/A N/A N/A
768 anthropic 8,910,995 No No Yes N/A N/A N/A N/A N/A 100.00% 99.34% 100.00% 99.34% N/A N/A N/A N/A
769 events 8,895,054 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
770 office365-rest-python-client 8,880,957 No No No N/A N/A N/A N/A N/A 0.00% 0.02% 0.00% 0.02% N/A N/A N/A N/A
771 avro 8,878,712 No No Yes N/A N/A N/A N/A N/A 61.19% 63.37% 61.19% 63.37% N/A N/A N/A N/A
772 jaydebeapi 8,869,201 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
773 backports-zoneinfo 8,868,460 No No Yes N/A N/A N/A N/A N/A 10.00% 13.56% 10.00% 13.56% N/A N/A N/A N/A
774 pyproj 8,814,156 No No Yes N/A N/A N/A N/A N/A 91.57% 73.99% 91.57% 73.99% N/A N/A N/A N/A
775 nvidia-cusparselt-cu12 8,809,724 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
776 cmake 8,680,816 No No Yes N/A N/A N/A N/A N/A 97.96% 100.00% 97.96% 100.00% N/A N/A N/A N/A
777 cfn-lint 8,672,053 No No No N/A N/A N/A N/A N/A 68.01% 56.44% 68.01% 56.44% N/A N/A N/A N/A
778 tensorflow-io-gcs-filesystem 8,656,121 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
779 id 8,604,670 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
780 hyperlink 8,602,469 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
781 invoke 8,577,731 No No Yes N/A N/A N/A N/A N/A 37.20% 45.13% 37.20% 45.13% N/A N/A N/A N/A
782 tensorflow-serving-api 8,570,990 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
783 resolvelib 8,437,075 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
784 lightgbm 8,429,412 No No Yes N/A N/A N/A N/A N/A 99.57% 98.63% 99.57% 98.63% N/A N/A N/A N/A
785 apscheduler 8,306,787 No No No N/A N/A N/A N/A N/A 1.00% 1.48% 1.00% 1.48% N/A N/A N/A N/A
786 cloudpathlib 8,299,940 No No Yes N/A N/A N/A N/A N/A 68.26% 70.82% 68.26% 70.82% N/A N/A N/A N/A
787 torchaudio 8,276,213 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
788 pyee 8,238,992 No No Yes N/A N/A N/A N/A N/A 98.55% 95.92% 98.55% 95.92% N/A N/A N/A N/A
789 bracex 8,192,384 No No Yes N/A N/A N/A N/A N/A 95.65% 94.12% 95.65% 94.12% N/A N/A N/A N/A
790 azure-kusto-data 8,166,333 No No No N/A N/A N/A N/A N/A 86.61% 71.78% 86.61% 71.78% N/A N/A N/A N/A
791 azure-servicebus 8,157,913 No No Yes N/A N/A N/A N/A N/A 55.14% 56.63% 55.14% 56.63% N/A N/A N/A N/A
792 duckdb 8,123,070 No No Yes N/A N/A N/A N/A N/A 99.01% 99.29% 99.01% 99.29% N/A N/A N/A N/A
793 marisa-trie 8,122,407 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
794 nose 8,042,359 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
795 apache-airflow-providers-http 8,031,291 No No No N/A N/A N/A N/A N/A 96.25% 87.18% 96.25% 87.18% N/A N/A N/A N/A
796 jupyter-console 8,031,043 No No No N/A N/A N/A N/A N/A 1.41% 1.79% 1.41% 1.79% N/A N/A N/A N/A
797 pydub 8,019,443 No No No pydub-stubs N/A N/A N/A N/A 0.00% 0.00% 50.53% 60.34% N/A N/A N/A N/A
798 pyspnego 8,014,825 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
799 jupyter 8,003,808 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
800 lazy-loader 8,001,421 No No No N/A N/A N/A N/A N/A 36.36% 12.50% 36.36% 12.50% N/A N/A N/A N/A
801 boto 7,985,453 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
802 einops 7,952,395 No No Yes N/A N/A N/A N/A N/A 34.32% 12.50% 34.32% 12.50% N/A N/A N/A N/A
803 pymdown-extensions 7,952,298 No No No N/A N/A N/A N/A N/A 16.93% 20.45% 16.93% 20.45% N/A N/A N/A N/A
804 parse 7,948,558 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
805 inflect 7,929,013 No No Yes N/A N/A N/A N/A N/A 82.14% 84.29% 82.14% 84.29% N/A N/A N/A N/A
806 tifffile 7,909,752 No No Yes N/A N/A N/A N/A N/A 92.74% 97.73% 92.74% 97.73% N/A N/A N/A N/A
807 django-cors-headers 7,904,487 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
808 datadog-api-client 7,902,552 No No Yes N/A N/A N/A N/A N/A 59.52% 16.41% 59.52% 16.41% N/A N/A N/A N/A
809 flask-jwt-extended 7,885,391 No No Yes N/A N/A N/A N/A N/A 81.82% 85.82% 81.82% 85.82% N/A N/A N/A N/A
810 passlib 7,882,544 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 24.50% 21.93% 58.43% 50.92% COMPLETE ERROR_ON_MISSING_STUB
811 pytorch-lightning 7,836,806 No No Yes N/A N/A N/A N/A N/A 99.94% 99.96% 99.94% 99.96% N/A N/A N/A N/A
812 streamlit 7,777,781 No No Yes N/A N/A N/A N/A N/A 92.47% 94.41% 92.47% 94.41% N/A N/A N/A N/A
813 azure-storage-file-share 7,730,280 No No Yes N/A N/A N/A N/A N/A 71.62% 57.61% 71.62% 57.61% N/A N/A N/A N/A
814 oracledb 7,718,167 No No Yes N/A N/A N/A N/A N/A 75.22% 78.81% 75.22% 78.81% N/A N/A N/A N/A
815 grpc-interceptor 7,700,720 No No Yes N/A N/A N/A N/A N/A 56.06% 44.19% 56.06% 44.19% N/A N/A N/A N/A
816 httpx-sse 7,695,685 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
817 contextlib2 7,647,861 No No Yes N/A N/A N/A N/A N/A 45.16% 43.33% 45.16% 43.33% N/A N/A N/A N/A
818 pymupdf 7,647,285 No No No pymupdf-stubs N/A N/A N/A N/A 30.20% 17.05% 33.37% 25.02% N/A N/A N/A N/A
819 tomli-w 7,645,811 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
820 cssselect 7,636,303 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
821 fuzzywuzzy 7,628,944 No No No fuzzywuzzy-stubs N/A N/A N/A N/A 0.00% 0.00% 90.22% 13.13% N/A N/A N/A N/A
822 fastparquet 7,625,019 No No No N/A N/A N/A N/A N/A 3.60% 3.61% 3.60% 3.61% N/A N/A N/A N/A
823 language-data 7,615,644 No No No N/A N/A N/A N/A N/A 2.78% 0.00% 2.78% 0.00% N/A N/A N/A N/A
824 kubernetes-asyncio 7,598,251 No No No N/A N/A N/A N/A N/A 0.01% 0.00% 0.01% 0.00% N/A N/A N/A N/A
825 fire 7,578,035 No No No N/A N/A N/A N/A N/A 1.50% 1.28% 1.50% 1.28% N/A N/A N/A N/A
826 marshmallow-sqlalchemy 7,563,973 No No Yes N/A N/A N/A N/A N/A 62.67% 71.43% 62.67% 71.43% N/A N/A N/A N/A
827 cfn-flip 7,555,926 No No No N/A N/A N/A N/A N/A 15.15% 15.79% 15.15% 15.79% N/A N/A N/A N/A
828 ua-parser 7,534,988 No No Yes N/A N/A N/A N/A N/A 72.45% 84.11% 72.45% 84.11% N/A N/A N/A N/A
829 junit-xml 7,533,215 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
830 azure-mgmt-storage 7,487,462 No No Yes N/A N/A N/A N/A N/A 80.20% 64.21% 80.20% 64.21% N/A N/A N/A N/A
831 apache-airflow-providers-slack 7,481,085 No No No N/A N/A N/A N/A N/A 78.26% 73.47% 78.26% 73.47% N/A N/A N/A N/A
832 xarray 7,478,491 No No Yes N/A N/A N/A N/A N/A 61.24% 64.99% 61.24% 64.99% N/A N/A N/A N/A
833 pyserial 7,408,335 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 59.60% 50.85% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
834 openapi-spec-validator 7,403,030 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
835 flask-limiter 7,392,043 No No Yes N/A N/A N/A N/A N/A 97.27% 83.91% 97.27% 83.91% N/A N/A N/A N/A
836 typing 7,383,330 No No No N/A N/A N/A N/A N/A 7.17% 0.70% 7.17% 0.70% N/A N/A N/A N/A
837 pycrypto 7,347,594 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
838 gradio 7,344,309 No No Yes N/A N/A N/A N/A N/A 91.24% 84.82% 91.24% 84.82% N/A N/A N/A N/A
839 filetype 7,325,321 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
840 torchmetrics 7,325,062 No No Yes N/A N/A N/A N/A N/A 100.00% 99.94% 100.00% 99.94% N/A N/A N/A N/A
841 sqlglot 7,313,372 No No Yes N/A N/A N/A N/A N/A 90.22% 91.56% 90.22% 91.56% N/A N/A N/A N/A
842 microsoft-kiota-http 7,312,625 No No Yes N/A N/A N/A N/A N/A 83.48% 63.75% 83.48% 63.75% N/A N/A N/A N/A
843 ratelimit 7,267,409 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 40.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
844 apache-flink 7,246,504 No No No N/A N/A N/A N/A N/A 59.00% 51.64% 59.00% 51.64% N/A N/A N/A N/A
845 pemja 7,245,714 No No No N/A N/A N/A N/A N/A 25.00% 5.00% 25.00% 5.00% N/A N/A N/A N/A
846 slicer 7,237,631 No No No N/A N/A N/A N/A N/A 24.76% 14.86% 24.76% 14.86% N/A N/A N/A N/A
847 sentence-transformers 7,223,937 No No Yes N/A N/A N/A N/A N/A 91.78% 79.66% 91.78% 79.66% N/A N/A N/A N/A
848 apache-flink-libraries 7,216,445 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
849 snowflake-snowpark-python 7,199,239 No No Yes N/A N/A N/A N/A N/A 87.89% 77.79% 87.89% 77.79% N/A N/A N/A N/A
850 frozendict 7,198,205 No No Yes N/A N/A N/A N/A N/A 32.14% 33.33% 32.14% 33.33% N/A N/A N/A N/A
851 posthog 7,168,543 No No Yes N/A N/A N/A N/A N/A 54.08% 41.69% 54.08% 41.69% N/A N/A N/A N/A
852 userpath 7,150,404 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
853 opencensus-ext-azure 7,134,796 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
854 shap 7,125,399 No No No N/A N/A N/A N/A N/A 7.14% 10.82% 7.14% 10.82% N/A N/A N/A N/A
855 python-levenshtein 7,117,586 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
856 crcmod 7,105,112 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
857 configargparse 7,096,160 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
858 inject 7,072,173 No No Yes N/A N/A N/A N/A N/A 89.19% 93.75% 89.19% 93.75% N/A N/A N/A N/A
859 junitparser 7,067,023 No No Yes N/A N/A N/A N/A N/A 40.79% 18.39% 40.79% 18.39% N/A N/A N/A N/A
860 aiohttp-retry 7,065,803 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
861 python-docx 7,065,558 No No Yes N/A N/A N/A N/A N/A 56.28% 32.47% 56.28% 32.47% N/A N/A N/A N/A
862 playwright 7,038,117 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
863 pandas-stubs 7,012,069 No No Yes N/A N/A N/A N/A N/A 86.27% 84.68% 86.27% 84.68% N/A N/A N/A N/A
864 h3 7,009,248 No No No N/A N/A N/A N/A N/A 5.83% 0.00% 5.83% 0.00% N/A N/A N/A N/A
865 tableauserverclient 6,987,805 No No Yes N/A N/A N/A N/A N/A 57.22% 63.83% 57.22% 63.83% N/A N/A N/A N/A
866 microsoft-kiota-authentication-azure 6,970,745 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
867 orderly-set 6,925,407 No No Yes N/A N/A N/A N/A N/A 61.47% 58.33% 61.47% 58.33% N/A N/A N/A N/A
868 starkbank-ecdsa 6,821,406 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
869 wcmatch 6,814,663 No No Yes N/A N/A N/A N/A N/A 99.20% 98.76% 99.20% 98.76% N/A N/A N/A N/A
870 click-option-group 6,813,014 No No Yes N/A N/A N/A N/A N/A 77.19% 91.49% 77.19% 91.49% N/A N/A N/A N/A
871 azure-nspkg 6,796,752 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
872 mkdocs-material 6,793,974 No No No N/A N/A N/A N/A N/A 72.31% 30.19% 72.31% 30.19% N/A N/A N/A N/A
873 azure-keyvault-keys 6,742,276 No No Yes N/A N/A N/A N/A N/A 50.11% 49.57% 50.11% 49.57% N/A N/A N/A N/A
874 lightning-utilities 6,740,524 No No Yes N/A N/A N/A N/A N/A 100.00% 98.59% 100.00% 98.59% N/A N/A N/A N/A
875 kfp 6,738,072 No No No N/A N/A N/A N/A N/A 89.69% 37.17% 89.69% 37.17% N/A N/A N/A N/A
876 pywavelets 6,733,953 No No No N/A N/A N/A N/A N/A 0.89% 0.00% 0.89% 0.00% N/A N/A N/A N/A
877 keras-applications 6,722,708 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
878 meson 6,722,507 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
879 gql 6,705,121 No No Yes N/A N/A N/A N/A N/A 96.40% 85.56% 96.40% 85.56% N/A N/A N/A N/A
880 reportlab 6,704,924 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 25.66% 32.50% 61.82% 40.85% COMPLETE ERROR_ON_MISSING_STUB
881 pydeck 6,672,876 No No No N/A N/A N/A N/A N/A 8.81% 3.30% 8.81% 3.30% N/A N/A N/A N/A
882 pep517 6,672,237 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
883 slackclient 6,669,779 No No Yes N/A N/A N/A N/A N/A 85.88% 69.83% 85.88% 69.83% N/A N/A N/A N/A
884 enum34 6,653,745 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
885 azure-mgmt-datafactory 6,650,614 No No Yes N/A N/A N/A N/A N/A 81.54% 64.87% 81.54% 64.87% N/A N/A N/A N/A
886 tensorflow-text 6,642,195 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
887 pytest-random-order 6,639,851 No No No N/A N/A N/A N/A N/A 2.78% 3.70% 2.78% 3.70% N/A N/A N/A N/A
888 timm 6,603,438 No No Yes N/A N/A N/A N/A N/A 68.07% 52.89% 68.07% 52.89% N/A N/A N/A N/A
889 geographiclib 6,597,731 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
890 flask-babel 6,594,071 No No No N/A N/A N/A N/A N/A 2.44% 33.33% 2.44% 33.33% N/A N/A N/A N/A
891 jax 6,593,462 No No Yes N/A N/A N/A N/A N/A 50.00% 42.59% 50.00% 42.59% N/A N/A N/A N/A
892 geopy 6,571,993 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
893 iso8601 6,569,946 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
894 pyotp 6,525,464 No No Yes N/A N/A N/A N/A N/A 93.44% 38.64% 93.44% 38.64% N/A N/A N/A N/A
895 apache-airflow-providers-sqlite 6,495,257 No No No N/A N/A N/A N/A N/A -1.00% 66.67% -1.00% 66.67% N/A N/A N/A N/A
896 aws-sam-translator 6,487,890 No No No N/A N/A N/A N/A N/A 61.74% 68.33% 61.74% 68.33% N/A N/A N/A N/A
897 albumentations 6,485,259 No No No N/A N/A N/A N/A N/A 100.00% 99.90% 100.00% 99.90% N/A N/A N/A N/A
898 azure-storage-common 6,462,284 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
899 iso3166 6,444,585 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
900 emoji 6,443,980 No No Yes N/A N/A N/A N/A N/A 100.00% 85.37% 100.00% 85.37% N/A N/A N/A N/A
901 types-redis 6,434,686 No No Yes N/A N/A N/A N/A N/A 68.37% 60.92% 68.37% 60.92% N/A N/A N/A N/A
902 pdfminer-six 6,387,956 No No Yes N/A N/A N/A N/A N/A 98.13% 97.65% 98.13% 97.65% N/A N/A N/A N/A
903 netaddr 6,368,467 Yes No No N/A N/A N/A N/A N/A 0.31% 0.60% 57.94% 51.34% N/A 98.63% COMPLETE ERROR_ON_MISSING_STUB
904 keyrings-google-artifactregistry-auth 6,340,269 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
905 ansible-core 6,321,468 No No No N/A N/A N/A N/A N/A 24.49% 30.45% 24.49% 30.45% N/A N/A N/A N/A
906 nvidia-cublas-cu11 6,307,424 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
907 geopandas 6,303,195 Yes No No N/A N/A N/A N/A N/A 18.71% 19.65% 63.85% 70.33% 98.60% 93.77% COMPLETE ERROR_ON_MISSING_STUB
908 prefect 6,301,403 No No Yes N/A N/A N/A N/A N/A 95.28% 78.67% 95.28% 78.67% N/A N/A N/A N/A
909 jsonref 6,300,557 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
910 pyright 6,288,206 No No Yes N/A N/A N/A N/A N/A 74.21% 79.67% 74.21% 79.67% N/A N/A N/A N/A
911 opentelemetry-instrumentation-wsgi 6,263,450 No No Yes N/A N/A N/A N/A N/A 97.37% 26.67% 97.37% 26.67% N/A N/A N/A N/A
912 methodtools 6,243,210 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
913 cssselect2 6,235,390 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
914 sphinx-rtd-theme 6,235,147 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
915 natsort 6,201,670 No No Yes N/A N/A N/A N/A N/A 98.46% 96.97% 98.46% 96.97% N/A N/A N/A N/A
916 ipython-genutils 6,199,881 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
917 incremental 6,199,438 No No Yes N/A N/A N/A N/A N/A 3.70% 9.38% 3.70% 9.38% N/A N/A N/A N/A
918 sql-metadata 6,197,563 No No No N/A N/A N/A N/A N/A 94.87% 84.31% 94.87% 84.31% N/A N/A N/A N/A
919 pywin32-ctypes 6,195,868 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
920 aliyun-python-sdk-core 6,178,495 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
921 partd 6,168,036 No No No N/A N/A N/A N/A N/A 0.64% 0.00% 0.64% 0.00% N/A N/A N/A N/A
922 azure-keyvault 6,159,459 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
923 factory-boy 6,155,317 No No Yes N/A N/A N/A N/A N/A 0.61% 1.90% 0.61% 1.90% N/A N/A N/A N/A
924 nvidia-cudnn-cu11 6,149,507 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
925 apache-airflow-providers-ftp 6,145,314 No No No N/A N/A N/A N/A N/A 81.48% 81.48% 81.48% 81.48% N/A N/A N/A N/A
926 querystring-parser 6,134,226 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
927 gsutil 6,128,235 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
928 faiss-cpu 6,119,166 No No No N/A N/A N/A N/A N/A 5.23% 4.08% 5.23% 4.08% N/A N/A N/A N/A
929 locket 6,105,178 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
930 jellyfish 6,104,213 No No Yes N/A N/A N/A N/A N/A 40.00% 39.29% 40.00% 39.29% N/A N/A N/A N/A
931 wirerope 6,098,162 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
932 checkov 6,093,785 No No Yes N/A N/A N/A N/A N/A 92.96% 82.69% 92.96% 82.69% N/A N/A N/A N/A
933 django-filter 6,091,155 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 61.76% 50.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
934 twilio 6,082,674 No No No twilio-stubs N/A N/A N/A N/A 93.31% 94.57% 51.18% 45.13% N/A N/A N/A N/A
935 aniso8601 6,074,222 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
936 magicattr 6,058,765 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
937 nvidia-cuda-runtime-cu11 6,051,828 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
938 apache-airflow-providers-fab 6,042,813 No No No N/A N/A N/A N/A N/A 42.59% 41.39% 42.59% 41.39% N/A N/A N/A N/A
939 nvidia-cuda-nvrtc-cu11 6,032,557 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
940 jsonlines 6,025,646 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
941 retryhttp 6,018,595 No No Yes N/A N/A N/A N/A N/A 100.00% 93.75% 100.00% 93.75% N/A N/A N/A N/A
942 swagger-ui-bundle 6,015,198 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
943 logbook 6,012,585 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
944 ansible 5,961,860 No No Yes ansible-stubs N/A N/A N/A N/A 5.20% 3.61% 5.20% 3.61% N/A N/A N/A N/A
945 autopep8 5,955,537 No No No N/A N/A N/A N/A N/A 1.36% 1.02% 1.36% 1.02% N/A N/A N/A N/A
946 ftfy 5,926,610 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
947 types-dataclasses 5,924,873 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
948 maxminddb 5,918,390 No No Yes N/A N/A N/A N/A N/A 95.00% 95.83% 95.00% 95.83% N/A N/A N/A N/A
949 rich-click 5,915,348 No No Yes N/A N/A N/A N/A N/A 100.00% 98.73% 100.00% 98.73% N/A N/A N/A N/A
950 google-analytics-admin 5,895,803 No No Yes N/A N/A N/A N/A N/A 43.49% 56.82% 43.49% 56.82% N/A N/A N/A N/A
951 openapi-schema-validator 5,892,498 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
952 statsd 5,891,654 No No No statsd-stubs N/A N/A N/A N/A 0.00% 0.00% 27.61% 15.79% N/A N/A N/A N/A
953 oldest-supported-numpy 5,859,274 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
954 bandit 5,858,936 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
955 protobuf3-to-dict 5,794,435 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
956 ray 5,788,769 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
957 python-nvd3 5,787,478 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
958 azure-mgmt-containerregistry 5,776,650 No No Yes N/A N/A N/A N/A N/A 82.92% 62.47% 82.92% 62.47% N/A N/A N/A N/A
959 stripe 5,776,345 No No Yes N/A N/A N/A N/A N/A 88.96% 87.78% 88.96% 87.78% N/A N/A N/A N/A
960 azure-keyvault-certificates 5,769,008 No No Yes N/A N/A N/A N/A N/A 57.25% 67.14% 57.25% 67.14% N/A N/A N/A N/A
961 boltons 5,765,104 Yes No No N/A N/A N/A N/A N/A 0.18% 0.12% 50.18% 46.87% 73.77% 64.55% COMPLETE ERROR_ON_MISSING_STUB
962 prison 5,762,669 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
963 pycares 5,762,604 No No Yes N/A N/A N/A N/A N/A 29.89% 32.05% 29.89% 32.05% N/A N/A N/A N/A
964 clickclick 5,748,201 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
965 funcsigs 5,747,823 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
966 awscrt 5,742,516 No No No N/A N/A N/A N/A N/A 34.53% 32.56% 34.53% 32.56% N/A N/A N/A N/A
967 onnx 5,731,337 No No Yes N/A N/A N/A N/A N/A 42.14% 52.06% 42.14% 52.06% N/A N/A N/A N/A
968 jaxlib 5,727,991 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
969 typed-ast 5,717,912 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
970 pytest-localserver 5,708,737 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
971 litellm 5,695,615 No No Yes N/A N/A N/A N/A N/A 89.56% 74.57% 89.56% 74.57% N/A N/A N/A N/A
972 twisted 5,688,065 No No Yes N/A N/A N/A N/A N/A 14.52% 17.63% 14.52% 17.63% N/A N/A N/A N/A
973 aiodns 5,676,365 No No Yes N/A N/A N/A N/A N/A 100.00% 94.12% 100.00% 94.12% N/A N/A N/A N/A
974 rdflib 5,676,137 No No Yes N/A N/A N/A N/A N/A 76.88% 69.61% 76.88% 69.61% N/A N/A N/A N/A
975 unicodecsv 5,652,871 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
976 geoip2 5,633,198 No No Yes N/A N/A N/A N/A N/A 99.00% 100.00% 99.00% 100.00% N/A N/A N/A N/A
977 asyncio 5,559,438 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
978 jsondiff 5,556,274 No No No N/A N/A N/A N/A N/A 0.61% 3.85% 0.61% 3.85% N/A N/A N/A N/A
979 pika 5,554,340 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 46.45% 47.64% 81.44% 62.89% COMPLETE ERROR_ON_MISSING_STUB
980 gradio-client 5,535,422 No No No N/A N/A N/A N/A N/A 88.38% 61.83% 88.38% 61.83% N/A N/A N/A N/A
981 azure-mgmt-compute 5,499,928 No No Yes N/A N/A N/A N/A N/A 89.56% 77.23% 89.56% 77.23% N/A N/A N/A N/A
982 minimal-snowplow-tracker 5,475,625 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
983 fs 5,473,430 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
984 cloudformation-cli 5,464,587 No No No N/A N/A N/A N/A N/A 4.31% 3.09% 4.31% 3.09% N/A N/A N/A N/A
985 mypy-boto3-appflow 5,461,428 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
986 google-cloud 5,453,891 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
987 cloudformation-cli-python-plugin 5,452,103 No No No N/A N/A N/A N/A N/A 0.00% 6.90% 0.00% 6.90% N/A N/A N/A N/A
988 pyhcl 5,425,893 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
989 mkdocs 5,418,400 No No Yes N/A N/A N/A N/A N/A 77.42% 72.00% 77.42% 72.00% N/A N/A N/A N/A
990 hiredis 5,417,030 No No Yes N/A N/A N/A N/A N/A 100.00% 53.85% 100.00% 53.85% N/A N/A N/A N/A
991 requests-ntlm 5,411,374 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
992 textual 5,400,218 No No Yes N/A N/A N/A N/A N/A 99.01% 96.12% 99.01% 96.12% N/A N/A N/A N/A
993 mypy-boto3-sqs 5,393,236 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
994 weasel 5,390,107 No No No N/A N/A N/A N/A N/A 87.12% 63.22% 87.12% 63.22% N/A N/A N/A N/A
995 bottle 5,389,042 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
996 service-identity 5,372,044 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
997 google 5,369,934 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
998 meson-python 5,365,460 No No No N/A N/A N/A N/A N/A 100.00% 98.46% 100.00% 98.46% N/A N/A N/A N/A
999 scp 5,355,982 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1000 weaviate-client 5,349,834 No No Yes N/A N/A N/A N/A N/A 94.44% 95.92% 94.44% 95.92% N/A N/A N/A N/A
1001 setuptools-rust 5,338,484 No No Yes N/A N/A N/A N/A N/A 95.05% 80.00% 95.05% 80.00% N/A N/A N/A N/A
1002 ddsketch 5,302,652 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1003 cloudformation-cli-java-plugin 5,301,686 No No No N/A N/A N/A N/A N/A 9.62% 5.26% 9.62% 5.26% N/A N/A N/A N/A
1004 cloudformation-cli-go-plugin 5,301,227 No No No N/A N/A N/A N/A N/A 60.00% 21.05% 60.00% 21.05% N/A N/A N/A N/A
1005 cloudformation-cli-typescript-plugin 5,299,281 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1006 ldap3 5,290,122 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 17.17% 20.64% 34.22% 22.77% COMPLETE ERROR_ON_MISSING_STUB
1007 opentelemetry-instrumentation-flask 5,277,372 No No No N/A N/A N/A N/A N/A 0.00% 20.00% 0.00% 20.00% N/A N/A N/A N/A
1008 sh 5,276,014 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1009 immutabledict 5,259,583 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1010 constructs 5,257,412 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1011 pytest-django 5,250,663 No No Yes N/A N/A N/A N/A N/A 87.19% 87.41% 87.19% 87.41% N/A N/A N/A N/A
1012 sagemaker-core 5,248,305 No No No N/A N/A N/A N/A N/A 92.45% 84.08% 92.45% 84.08% N/A N/A N/A N/A
1013 apache-airflow-providers-docker 5,217,063 No No No N/A N/A N/A N/A N/A 71.43% 62.50% 71.43% 62.50% N/A N/A N/A N/A
1014 opentelemetry-instrumentation-urllib3 5,204,483 No No No N/A N/A N/A N/A N/A 90.00% 50.00% 90.00% 50.00% N/A N/A N/A N/A
1015 azure-eventhub 5,191,627 No No Yes N/A N/A N/A N/A N/A 54.66% 51.90% 54.66% 51.90% N/A N/A N/A N/A
1016 chroma-hnswlib 5,175,688 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1017 pyproject-metadata 5,169,665 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1018 applicationinsights 5,162,110 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1019 webdriver-manager 5,142,377 No No Yes N/A N/A N/A N/A N/A 36.67% 20.45% 36.67% 20.45% N/A N/A N/A N/A
1020 pytest-env 5,137,046 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1021 daff 5,105,885 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1022 pydash 5,102,106 No No Yes N/A N/A N/A N/A N/A 90.30% 92.25% 90.30% 92.25% N/A N/A N/A N/A
1023 ciso8601 5,101,124 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1024 opentelemetry-instrumentation-dbapi 5,088,922 No No Yes N/A N/A N/A N/A N/A 96.10% 42.86% 96.10% 42.86% N/A N/A N/A N/A
1025 optree 5,084,353 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1026 hatch-vcs 5,062,879 No No No N/A N/A N/A N/A N/A 25.00% 0.00% 25.00% 0.00% N/A N/A N/A N/A
1027 ghp-import 5,053,053 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1028 fabric 5,037,591 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1029 constantly 5,031,152 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1030 automat 5,025,348 No No Yes N/A N/A N/A N/A N/A 84.05% 67.89% 84.05% 67.89% N/A N/A N/A N/A
1031 marshmallow-enum 5,018,967 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1032 pyyaml-env-tag 4,989,876 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1033 apache-airflow-providers-imap 4,989,428 No No No N/A N/A N/A N/A N/A 92.11% 92.59% 92.11% 92.59% N/A N/A N/A N/A
1034 lbprodrun 4,987,180 No No No N/A N/A N/A N/A N/A 52.38% 26.67% 52.38% 26.67% N/A N/A N/A N/A
1035 waitress 4,964,046 Yes No No N/A N/A N/A N/A N/A 0.00% 0.52% 93.85% 91.71% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1036 cligj 4,963,444 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1037 qrcode 4,934,648 Yes No No N/A N/A N/A N/A N/A 14.48% 16.56% 68.75% 63.58% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1038 pathy 4,925,502 No No Yes N/A N/A N/A N/A N/A 100.00% 99.43% 100.00% 99.43% N/A N/A N/A N/A
1039 azure-mgmt-cosmosdb 4,922,486 No No Yes N/A N/A N/A N/A N/A 87.97% 71.92% 87.97% 71.92% N/A N/A N/A N/A
1040 soundfile 4,918,323 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1041 hdfs 4,916,288 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1042 trino 4,900,796 No No No N/A N/A N/A N/A N/A 71.55% 65.05% 71.55% 65.05% N/A N/A N/A N/A
1043 dash 4,879,843 No No Yes N/A N/A N/A N/A N/A 76.41% 8.09% 76.41% 8.09% N/A N/A N/A N/A
1044 opentelemetry-instrumentation-urllib 4,826,564 No No Yes N/A N/A N/A N/A N/A 70.97% 26.67% 70.97% 26.67% N/A N/A N/A N/A
1045 django-extensions 4,807,313 No No Yes N/A N/A N/A N/A N/A 1.23% 1.38% 1.23% 1.38% N/A N/A N/A N/A
1046 peewee 4,795,738 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 20.09% 16.71% 46.18% 37.92% PARTIAL ERROR_ON_MISSING_STUB
1047 firebase-admin 4,790,870 No No No N/A N/A N/A N/A N/A 9.05% 8.83% 9.05% 8.83% N/A N/A N/A N/A
1048 django-storages 4,781,753 No No No N/A N/A N/A N/A N/A 0.53% 0.56% 0.53% 0.56% N/A N/A N/A N/A
1049 dpath 4,777,112 No No Yes N/A N/A N/A N/A N/A 33.33% 18.18% 33.33% 18.18% N/A N/A N/A N/A
1050 adlfs 4,756,972 No No No N/A N/A N/A N/A N/A 35.88% 13.56% 35.88% 13.56% N/A N/A N/A N/A
1051 atomicwrites 4,728,471 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1052 azure-mgmt-authorization 4,714,669 No No Yes N/A N/A N/A N/A N/A 70.46% 53.60% 70.46% 53.60% N/A N/A N/A N/A
1053 pathlib 4,714,234 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1054 pyperclip 4,711,154 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 11.54% 10.64% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1055 mkdocs-material-extensions 4,705,017 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1056 clickhouse-connect 4,700,925 No No Yes N/A N/A N/A N/A N/A 86.76% 34.92% 86.76% 34.92% N/A N/A N/A N/A
1057 azure-mgmt-keyvault 4,697,995 No No Yes N/A N/A N/A N/A N/A 67.03% 54.50% 67.03% 54.50% N/A N/A N/A N/A
1058 sphinxcontrib-jquery 4,695,394 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1059 diff-cover 4,692,642 No No No N/A N/A N/A N/A N/A 1.05% 1.59% 1.05% 1.59% N/A N/A N/A N/A
1060 ua-parser-builtins 4,686,316 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1061 ultralytics 4,678,846 No No Yes N/A N/A N/A N/A N/A 65.66% 51.55% 65.66% 51.55% N/A N/A N/A N/A
1062 binaryornot 4,673,973 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 100.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1063 namex 4,652,506 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1064 apache-airflow-providers-microsoft-mssql 4,648,304 No No No N/A N/A N/A N/A N/A 58.33% 85.71% 58.33% 85.71% N/A N/A N/A N/A
1065 uuid6 4,639,154 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1066 kfp-pipeline-spec 4,634,690 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1067 azure-mgmt-containerinstance 4,626,108 No No Yes N/A N/A N/A N/A N/A 46.51% 39.31% 46.51% 39.31% N/A N/A N/A N/A
1068 nvidia-ml-py 4,610,779 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1069 azure-mgmt-network 4,577,545 No No Yes N/A N/A N/A N/A N/A 97.63% 96.06% 97.63% 96.06% N/A N/A N/A N/A
1070 beartype 4,571,027 No No Yes N/A N/A N/A N/A N/A 92.31% 94.28% 92.31% 94.28% N/A N/A N/A N/A
1071 pytest-randomly 4,568,480 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1072 langdetect 4,566,925 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1073 cloudevents 4,560,826 No No Yes N/A N/A N/A N/A N/A 96.03% 97.33% 96.03% 97.33% N/A N/A N/A N/A
1074 pytest-forked 4,557,603 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1075 types-paramiko 4,556,827 No No Yes N/A N/A N/A N/A N/A 99.34% 99.46% 99.34% 99.46% N/A N/A N/A N/A
1076 azure-kusto-ingest 4,551,619 No No Yes N/A N/A N/A N/A N/A 84.78% 59.43% 84.78% 59.43% N/A N/A N/A N/A
1077 funcy 4,551,487 No No No funcy-stubs N/A N/A N/A N/A 0.00% 0.00% 34.68% 29.73% N/A N/A N/A N/A
1078 aioboto3 4,536,185 No No No N/A N/A N/A N/A N/A 23.68% 23.53% 23.68% 23.53% N/A N/A N/A N/A
1079 numexpr 4,534,439 No No No N/A N/A N/A N/A N/A 11.43% 0.97% 11.43% 0.97% N/A N/A N/A N/A
1080 bidict 4,533,620 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1081 pandera 4,531,363 No No Yes N/A N/A N/A N/A N/A 71.67% 55.03% 71.67% 55.03% N/A N/A N/A N/A
1082 ffmpy 4,514,138 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1083 strictyaml 4,512,100 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1084 pydantic-extra-types 4,511,796 No No Yes N/A N/A N/A N/A N/A 97.54% 99.44% 97.54% 99.44% N/A N/A N/A N/A
1085 elasticsearch-dsl 4,508,155 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1086 levanter 4,502,574 No No No N/A N/A N/A N/A N/A 66.10% 42.68% 66.10% 42.68% N/A N/A N/A N/A
1087 azure-graphrbac 4,495,156 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1088 timezonefinder 4,488,176 No No Yes N/A N/A N/A N/A N/A 48.70% 50.27% 48.70% 50.27% N/A N/A N/A N/A
1089 mypy-boto3-dynamodb 4,476,268 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1090 amazon-ion 4,476,219 No No No N/A N/A N/A N/A N/A 3.00% 0.00% 3.00% 0.00% N/A N/A N/A N/A
1091 xyzservices 4,454,872 No No No N/A N/A N/A N/A N/A 36.67% 36.36% 36.67% 36.36% N/A N/A N/A N/A
1092 deltalake 4,424,246 No No Yes N/A N/A N/A N/A N/A 98.20% 98.71% 98.20% 98.71% N/A N/A N/A N/A
1093 mypy-boto3-lambda 4,420,405 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1094 configobj 4,413,900 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1095 llama-parse 4,405,491 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1096 pathlib2 4,403,705 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1097 mypy-boto3-glue 4,388,188 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1098 azure-data-tables 4,351,756 No No Yes N/A N/A N/A N/A N/A 42.53% 42.82% 42.53% 42.82% N/A N/A N/A N/A
1099 singer-sdk 4,350,226 No No Yes N/A N/A N/A N/A N/A 98.25% 98.10% 98.25% 98.10% N/A N/A N/A N/A
1100 azure-batch 4,343,686 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1101 opentelemetry-instrumentation-psycopg2 4,341,371 No No No N/A N/A N/A N/A N/A 23.08% 8.33% 23.08% 8.33% N/A N/A N/A N/A
1102 addict 4,331,959 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1103 gensim 4,326,109 No No No N/A N/A N/A N/A N/A 0.34% 0.40% 0.34% 0.40% N/A N/A N/A N/A
1104 python-decouple 4,324,835 No No No python-decouple-stubs N/A N/A N/A N/A 0.00% 0.00% 50.00% 40.62% N/A N/A N/A N/A
1105 pyelftools 4,319,609 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1106 face 4,315,753 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1107 glom 4,302,581 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1108 korean-lunar-calendar 4,300,576 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1109 hydra-core 4,281,410 No No Yes N/A N/A N/A N/A N/A 98.48% 76.97% 98.48% 76.97% N/A N/A N/A N/A
1110 webob 4,281,197 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1111 pytest-split 4,279,818 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1112 apache-airflow-providers-smtp 4,278,468 No No No N/A N/A N/A N/A N/A 93.88% 87.50% 93.88% 87.50% N/A N/A N/A N/A
1113 opentelemetry-instrumentation-django 4,269,080 No No No N/A N/A N/A N/A N/A 8.00% 31.25% 8.00% 31.25% N/A N/A N/A N/A
1114 futures 4,252,175 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1115 av 4,228,281 No No Yes N/A N/A N/A N/A N/A 86.00% 60.95% 86.00% 60.95% N/A N/A N/A N/A
1116 pgpy 4,225,240 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1117 apache-airflow-providers-amazon 4,205,999 No No No N/A N/A N/A N/A N/A 93.60% 72.47% 93.60% 72.47% N/A N/A N/A N/A
1118 azure-devops 4,200,049 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1119 mkdocs-get-deps 4,186,410 No No Yes N/A N/A N/A N/A N/A 75.00% 72.73% 75.00% 72.73% N/A N/A N/A N/A
1120 py-spy 4,182,393 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1121 azure-mgmt-containerservice 4,182,167 No No Yes N/A N/A N/A N/A N/A 76.12% 62.78% 76.12% 62.78% N/A N/A N/A N/A
1122 minio 4,171,099 No No Yes N/A N/A N/A N/A N/A 92.37% 68.67% 92.37% 68.67% N/A N/A N/A N/A
1123 dbt-snowflake 4,162,854 No No No N/A N/A N/A N/A N/A 78.50% 64.84% 78.50% 64.84% N/A N/A N/A N/A
1124 undetected-chromedriver 4,149,132 No No No N/A N/A N/A N/A N/A 16.28% 2.60% 16.28% 2.60% N/A N/A N/A N/A
1125 fiona 4,141,942 No No No N/A N/A N/A N/A N/A 2.14% 2.22% 2.14% 2.22% N/A N/A N/A N/A
1126 atlassian-python-api 4,137,634 No No Yes N/A N/A N/A N/A N/A 25.34% 14.68% 25.34% 14.68% N/A N/A N/A N/A
1127 pyrfc3339 4,136,072 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1128 pathable 4,135,930 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1129 ipdb 4,122,819 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1130 jsii 4,122,586 No No Yes N/A N/A N/A N/A N/A 87.14% 78.50% 87.14% 78.50% N/A N/A N/A N/A
1131 mypy-boto3-secretsmanager 4,119,032 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1132 spark-nlp 4,107,803 No No No N/A N/A N/A N/A N/A 5.48% 0.17% 5.48% 0.17% N/A N/A N/A N/A
1133 types-pyopenssl 4,101,829 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1134 pyarrow-hotfix 4,099,326 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1135 jwcrypto 4,092,210 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 30.63% 24.15% 94.33% 82.97% COMPLETE ERROR_ON_MISSING_STUB
1136 python-socketio 4,091,200 No No No python-socketio-stubs N/A N/A N/A N/A 0.00% 0.00% 74.55% 56.81% N/A N/A N/A N/A
1137 langgraph 4,084,833 No No Yes N/A N/A N/A N/A N/A 96.36% 94.03% 96.36% 94.03% N/A N/A N/A N/A
1138 eth-account 4,083,692 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1139 appnope 4,083,429 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1140 pipx 4,080,296 No No No N/A N/A N/A N/A N/A 97.59% 92.89% 97.59% 92.89% N/A N/A N/A N/A
1141 elementpath 4,076,452 No No Yes N/A N/A N/A N/A N/A 97.61% 99.07% 97.61% 99.07% N/A N/A N/A N/A
1142 python-engineio 4,072,568 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1143 pyaml 4,069,365 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1144 teradatasql 4,063,180 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1145 grpcio-reflection 4,057,023 Yes No No N/A N/A N/A N/A N/A 44.78% 30.43% 53.73% 34.78% 81.82% 66.67% COMPLETE ERROR_ON_MISSING_STUB
1146 user-agents 4,049,186 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1147 pymsteams 4,042,497 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1148 paginate 4,041,295 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1149 pdf2image 4,029,728 No No Yes N/A N/A N/A N/A N/A 94.85% 70.00% 94.85% 70.00% N/A N/A N/A N/A
1150 google-generativeai 4,029,307 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1151 parse-type 4,027,853 No No No N/A N/A N/A N/A N/A 3.41% 3.31% 3.41% 3.31% N/A N/A N/A N/A
1152 apache-airflow-providers-common-compat 4,025,052 No No No N/A N/A N/A N/A N/A 76.19% 28.57% 76.19% 28.57% N/A N/A N/A N/A
1153 cookiecutter 4,022,596 No No No N/A N/A N/A N/A N/A 15.00% 13.70% 15.00% 13.70% N/A N/A N/A N/A
1154 google-ai-generativelanguage 4,008,675 No No Yes N/A N/A N/A N/A N/A 52.59% 59.63% 52.59% 59.63% N/A N/A N/A N/A
1155 uamqp 4,000,521 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1156 snowplow-tracker 3,996,261 No No Yes N/A N/A N/A N/A N/A 99.34% 97.90% 99.34% 97.90% N/A N/A N/A N/A
1157 bokeh 3,987,842 No No Yes N/A N/A N/A N/A N/A 87.62% 85.99% 87.62% 85.99% N/A N/A N/A N/A
1158 publication 3,985,157 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
1159 mypy-protobuf 3,980,435 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1160 dbt-postgres 3,977,255 No No No N/A N/A N/A N/A N/A 58.06% 52.17% 58.06% 52.17% N/A N/A N/A N/A
1161 whitenoise 3,975,107 No No No N/A N/A N/A N/A N/A 3.39% 7.35% 3.39% 7.35% N/A N/A N/A N/A
1162 blessed 3,967,611 No No Yes N/A N/A N/A N/A N/A 63.13% 73.42% 63.13% 73.42% N/A N/A N/A N/A
1163 opentelemetry-instrumentation-logging 3,967,259 No No No N/A N/A N/A N/A N/A -1.00% 25.00% -1.00% 25.00% N/A N/A N/A N/A
1164 strenum 3,966,740 No No Yes N/A N/A N/A N/A N/A 41.56% 45.83% 41.56% 45.83% N/A N/A N/A N/A
1165 objsize 3,960,736 No No No N/A N/A N/A N/A N/A 84.85% 76.92% 84.85% 76.92% N/A N/A N/A N/A
1166 toposort 3,959,556 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 100.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1167 pydocstyle 3,955,047 No No No N/A N/A N/A N/A N/A 11.83% 12.00% 11.83% 12.00% N/A N/A N/A N/A
1168 schedule 3,936,939 No No Yes N/A N/A N/A N/A N/A 59.18% 16.34% 59.18% 16.34% N/A N/A N/A N/A
1169 ipaddress 3,920,488 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1170 mypy-boto3-redshift-data 3,907,106 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1171 pooch 3,905,271 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1172 uritools 3,902,391 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1173 ndg-httpsclient 3,883,169 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1174 opentelemetry-distro 3,874,907 No No Yes N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
1175 langchain-google-community 3,870,369 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1176 asyncssh 3,854,459 No No Yes N/A N/A N/A N/A N/A 99.69% 99.32% 99.69% 99.32% N/A N/A N/A N/A
1177 yfinance 3,853,795 No No No N/A N/A N/A N/A N/A 11.31% 43.74% 11.31% 43.74% N/A N/A N/A N/A
1178 pyphen 3,843,734 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1179 distributed 3,843,626 No No Yes N/A N/A N/A N/A N/A 49.44% 49.80% 49.44% 49.80% N/A N/A N/A N/A
1180 functions-framework 3,843,617 No No Yes N/A N/A N/A N/A N/A 5.19% 15.07% 5.19% 15.07% N/A N/A N/A N/A
1181 dask-expr 3,836,038 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1182 unstructured-client 3,831,460 No No Yes N/A N/A N/A N/A N/A 67.09% 49.43% 67.09% 49.43% N/A N/A N/A N/A
1183 mkdocstrings-python 3,828,017 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1184 pypika 3,818,536 No No No pypika-stubs N/A N/A N/A N/A 71.17% 94.99% 99.70% 98.69% N/A N/A N/A N/A
1185 django-redis 3,812,041 No No No N/A N/A N/A N/A N/A 63.52% 51.21% 63.52% 51.21% N/A N/A N/A N/A
1186 mypy-boto3-cloudformation 3,811,213 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1187 stringcase 3,798,031 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1188 cx-oracle 3,792,170 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1189 markdownify 3,790,901 No No No N/A N/A N/A N/A N/A 30.52% 5.77% 30.52% 5.77% N/A N/A N/A N/A
1190 fakeredis 3,789,513 No No Yes N/A N/A N/A N/A N/A 88.85% 92.03% 88.85% 92.03% N/A N/A N/A N/A
1191 cog 3,783,490 No No No N/A N/A N/A N/A N/A 63.13% 73.30% 63.13% 73.30% N/A N/A N/A N/A
1192 convertdate 3,781,887 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 90.72% 91.79% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1193 cerberus 3,779,331 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1194 apache-airflow-providers-common-io 3,765,128 No No No N/A N/A N/A N/A N/A 84.62% 94.12% 84.62% 94.12% N/A N/A N/A N/A
1195 xmlschema 3,762,853 No No Yes N/A N/A N/A N/A N/A 90.69% 91.13% 90.69% 91.13% N/A N/A N/A N/A
1196 cohere 3,737,290 No No Yes N/A N/A N/A N/A N/A 94.49% 88.34% 94.49% 88.34% N/A N/A N/A N/A
1197 geomet 3,729,764 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1198 sklearn 3,724,811 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
1199 azure-mgmt-datalake-store 3,712,339 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1200 boolean-py 3,712,089 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1201 azure-monitor-opentelemetry-exporter 3,708,913 No No Yes N/A N/A N/A N/A N/A 67.00% 60.13% 67.00% 60.13% N/A N/A N/A N/A
1202 colorful 3,703,342 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1203 simple-websocket 3,693,916 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 90.91% N/A 99.08% COMPLETE ERROR_ON_MISSING_STUB
1204 unittest-xml-reporting 3,689,181 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1205 types-cachetools 3,688,359 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1206 hyperpyyaml 3,669,774 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1207 pypandoc 3,667,104 No No No N/A N/A N/A N/A N/A 43.16% 16.13% 43.16% 16.13% N/A N/A N/A N/A
1208 patchelf 3,658,490 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1209 speechbrain 3,658,166 No No No N/A N/A N/A N/A N/A 11.12% 6.67% 11.12% 6.67% N/A N/A N/A N/A
1210 kfp-server-api 3,657,417 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1211 griffe 3,640,897 No No Yes N/A N/A N/A N/A N/A 100.00% 99.22% 100.00% 99.22% N/A N/A N/A N/A
1212 pathvalidate 3,639,729 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1213 python-jenkins 3,639,716 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 89.86% 84.21% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1214 diracx-core 3,635,036 No No Yes N/A N/A N/A N/A N/A 94.03% 78.12% 94.03% 78.12% N/A N/A N/A N/A
1215 license-expression 3,634,599 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1216 shortuuid 3,621,941 No No Yes N/A N/A N/A N/A N/A 85.00% 38.24% 85.00% 38.24% N/A N/A N/A N/A
1217 jsonschema-path 3,619,334 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1218 sphinx-autodoc-typehints 3,615,371 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1219 aioresponses 3,611,826 No No Yes N/A N/A N/A N/A N/A 98.67% 76.47% 98.67% 76.47% N/A N/A N/A N/A
1220 packageurl-python 3,597,357 No No Yes N/A N/A N/A N/A N/A 32.28% 23.08% 32.28% 23.08% N/A N/A N/A N/A
1221 cmdstanpy 3,597,227 No No Yes N/A N/A N/A N/A N/A 98.81% 98.66% 98.81% 98.66% N/A N/A N/A N/A
1222 sqlalchemy-redshift 3,596,766 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1223 hatch 3,592,589 No No Yes N/A N/A N/A N/A N/A 47.59% 41.68% 47.59% 41.68% N/A N/A N/A N/A
1224 openlineage-python 3,589,293 No No Yes N/A N/A N/A N/A N/A 100.00% 99.69% 100.00% 99.69% N/A N/A N/A N/A
1225 aiohttp-cors 3,581,865 No No Yes N/A N/A N/A N/A N/A 54.76% 29.63% 54.76% 29.63% N/A N/A N/A N/A
1226 mypy-boto3-ec2 3,572,192 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1227 azure-mgmt-managementgroups 3,564,738 No No No N/A N/A N/A N/A N/A 17.78% 11.90% 17.78% 11.90% N/A N/A N/A N/A
1228 prometheus-flask-exporter 3,559,404 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1229 tree-sitter 3,557,452 No No Yes N/A N/A N/A N/A N/A 100.00% 99.35% 100.00% 99.35% N/A N/A N/A N/A
1230 async-generator 3,556,541 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1231 locust 3,549,975 No No Yes N/A N/A N/A N/A N/A 51.95% 53.66% 51.95% 53.66% N/A N/A N/A N/A
1232 xlwt 3,549,297 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1233 python-pptx 3,545,071 No No Yes N/A N/A N/A N/A N/A 36.42% 28.05% 36.42% 28.05% N/A N/A N/A N/A
1234 py-partiql-parser 3,544,188 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1235 altgraph 3,539,467 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1236 questionary 3,534,921 No No Yes N/A N/A N/A N/A N/A 84.32% 53.68% 84.32% 53.68% N/A N/A N/A N/A
1237 acryl-datahub 3,530,648 No No Yes N/A N/A N/A N/A N/A 96.19% 94.60% 96.19% 94.60% N/A N/A N/A N/A
1238 recordlinkage 3,527,243 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1239 django-debug-toolbar 3,515,590 No No No N/A N/A N/A N/A N/A 16.08% 8.93% 16.08% 8.93% N/A N/A N/A N/A
1240 cassandra-driver 3,513,203 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1241 pyhumps 3,507,836 No No Yes N/A N/A N/A N/A N/A 58.82% 66.67% 58.82% 66.67% N/A N/A N/A N/A
1242 python3-openid 3,505,617 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1243 python-telegram-bot 3,503,078 No No Yes N/A N/A N/A N/A N/A 99.20% 99.19% 99.20% 99.19% N/A N/A N/A N/A
1244 olefile 3,495,812 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 100.00% 96.83% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1245 smbprotocol 3,495,097 No No No N/A N/A N/A N/A N/A 4.06% 7.41% 4.06% 7.41% N/A N/A N/A N/A
1246 feedparser 3,492,442 No No No N/A N/A N/A N/A N/A 0.32% 0.36% 0.32% 0.36% N/A N/A N/A N/A
1247 autograd 3,489,273 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1248 types-toml 3,471,475 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1249 prophet 3,464,694 No No No N/A N/A N/A N/A N/A 13.69% 17.39% 13.69% 17.39% N/A N/A N/A N/A
1250 cyclonedx-python-lib 3,457,575 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1251 lxml-html-clean 3,451,054 No No Yes N/A N/A N/A N/A N/A 60.87% 55.00% 60.87% 55.00% N/A N/A N/A N/A
1252 enum-compat 3,450,260 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1253 kaleido 3,447,087 No No No N/A N/A N/A N/A N/A 63.27% 35.90% 63.27% 35.90% N/A N/A N/A N/A
1254 pgvector 3,440,046 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1255 pyhanko 3,440,018 No No Yes N/A N/A N/A N/A N/A 57.84% 42.90% 57.84% 42.90% N/A N/A N/A N/A
1256 simple-gcp-object-downloader 3,439,710 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1257 motor 3,439,121 No No Yes motor-stubs N/A N/A N/A N/A 62.75% 61.12% 62.75% 61.12% N/A N/A N/A N/A
1258 azure-mgmt-sql 3,431,917 No No No N/A N/A N/A N/A N/A 16.04% 15.17% 16.04% 15.17% N/A N/A N/A N/A
1259 openlineage-integration-common 3,429,395 No No No N/A N/A N/A N/A N/A 72.16% 66.84% 72.16% 66.84% N/A N/A N/A N/A
1260 types-cffi 3,424,267 No No Yes N/A N/A N/A N/A N/A 54.31% 69.29% 54.31% 69.29% N/A N/A N/A N/A
1261 pypdfium2 3,418,683 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1262 optuna 3,417,089 No No Yes N/A N/A N/A N/A N/A 90.33% 95.07% 90.33% 95.07% N/A N/A N/A N/A
1263 hexbytes 3,416,341 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1264 aws-cdk-integ-tests-alpha 3,412,929 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1265 flower 3,397,536 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1266 azure-mgmt-monitor 3,396,643 No No Yes N/A N/A N/A N/A N/A 69.60% 58.86% 69.60% 58.86% N/A N/A N/A N/A
1267 azure-mgmt-rdbms 3,394,500 No No No N/A N/A N/A N/A N/A 54.37% 50.53% 54.37% 50.53% N/A N/A N/A N/A
1268 azure-mgmt-redis 3,388,362 No No Yes N/A N/A N/A N/A N/A 66.01% 50.92% 66.01% 50.92% N/A N/A N/A N/A
1269 prometheus-fastapi-instrumentator 3,369,120 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1270 nox 3,364,831 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1271 psycopg-pool 3,360,457 No No Yes N/A N/A N/A N/A N/A 98.97% 98.94% 98.97% 98.94% N/A N/A N/A N/A
1272 djangorestframework-simplejwt 3,359,907 No No Yes N/A N/A N/A N/A N/A 95.18% 93.14% 95.18% 93.14% N/A N/A N/A N/A
1273 azure-mgmt-web 3,355,135 No No Yes N/A N/A N/A N/A N/A 96.20% 90.60% 96.20% 90.60% N/A N/A N/A N/A
1274 colour 3,349,700 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1275 microsoft-kiota-abstractions 3,349,618 No No Yes N/A N/A N/A N/A N/A 89.38% 86.09% 89.38% 86.09% N/A N/A N/A N/A
1276 semgrep 3,347,187 No No Yes N/A N/A N/A N/A N/A 96.83% 98.54% 96.83% 98.54% N/A N/A N/A N/A
1277 pytest-json-report 3,344,859 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1278 pyinstaller-hooks-contrib 3,336,193 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1279 llama-index-core 3,335,358 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1280 robotframework 3,318,724 No No Yes N/A N/A N/A N/A N/A 30.15% 23.19% 30.15% 23.19% N/A N/A N/A N/A
1281 microsoft-kiota-serialization-json 3,317,279 No No Yes N/A N/A N/A N/A N/A 98.25% 96.30% 98.25% 96.30% N/A N/A N/A N/A
1282 pyinstaller 3,315,139 Yes No No N/A N/A N/A N/A N/A 5.95% 1.10% 12.80% 6.95% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1283 pyxlsb 3,313,486 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1284 weasyprint 3,302,741 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1285 geventhttpclient 3,293,226 No No No N/A N/A N/A N/A N/A 0.00% 0.48% 0.00% 0.48% N/A N/A N/A N/A
1286 proglog 3,277,960 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1287 w3lib 3,277,253 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1288 yq 3,276,606 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1289 sqlmodel 3,272,020 No No Yes N/A N/A N/A N/A N/A 99.32% 27.16% 99.32% 27.16% N/A N/A N/A N/A
1290 google-cloud-datastore 3,267,300 No No Yes N/A N/A N/A N/A N/A 29.59% 41.57% 29.59% 41.57% N/A N/A N/A N/A
1291 fixedint 3,264,866 No No Yes N/A N/A N/A N/A N/A 48.39% 57.94% 48.39% 57.94% N/A N/A N/A N/A
1292 qdrant-client 3,253,937 No No Yes N/A N/A N/A N/A N/A 83.56% 86.52% 83.56% 86.52% N/A N/A N/A N/A
1293 web3 3,252,889 No No Yes N/A N/A N/A N/A N/A 99.95% 100.00% 99.95% 100.00% N/A N/A N/A N/A
1294 pathlib-abc 3,252,490 No No No N/A N/A N/A N/A N/A 1.73% 5.74% 1.73% 5.74% N/A N/A N/A N/A
1295 azure-appconfiguration 3,244,672 No No Yes N/A N/A N/A N/A N/A 50.59% 56.00% 50.59% 56.00% N/A N/A N/A N/A
1296 python-snappy 3,242,058 No No No N/A N/A N/A N/A N/A 10.26% 0.00% 10.26% 0.00% N/A N/A N/A N/A
1297 dash-core-components 3,239,282 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1298 diffusers 3,235,901 No No Yes N/A N/A N/A N/A N/A 67.56% 24.81% 67.56% 24.81% N/A N/A N/A N/A
1299 dash-html-components 3,230,677 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1300 msgraph-core 3,230,083 No No No N/A N/A N/A N/A N/A 94.12% 83.16% 94.12% 83.16% N/A N/A N/A N/A
1301 microsoft-kiota-serialization-text 3,227,846 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1302 dash-table 3,225,598 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1303 dynamodb-json 3,217,702 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1304 dictdiffer 3,211,651 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1305 pytz-deprecation-shim 3,185,105 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1306 expiringdict 3,183,506 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1307 pkgconfig 3,180,388 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1308 nbclassic 3,179,082 No No No N/A N/A N/A N/A N/A 0.00% 1.34% 0.00% 1.34% N/A N/A N/A N/A
1309 azure-mgmt-servicebus 3,178,011 No No Yes N/A N/A N/A N/A N/A 77.59% 56.70% 77.59% 56.70% N/A N/A N/A N/A
1310 django-environ 3,174,387 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1311 azure-mgmt-dns 3,167,126 No No Yes N/A N/A N/A N/A N/A 50.00% 37.82% 50.00% 37.82% N/A N/A N/A N/A
1312 drf-spectacular 3,165,799 No No Yes N/A N/A N/A N/A N/A 30.36% 29.68% 30.36% 29.68% N/A N/A N/A N/A
1313 imageio-ffmpeg 3,164,421 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1314 python-crontab 3,164,040 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 90.91% 83.77% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1315 types-deprecated 3,146,238 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1316 keras-preprocessing 3,139,379 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1317 pprintpp 3,138,822 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1318 pygit2 3,136,590 No No Yes N/A N/A N/A N/A N/A 82.76% 89.27% 82.76% 89.27% N/A N/A N/A N/A
1319 click-default-group 3,135,768 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 94.74% 88.89% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1320 llama-index 3,135,029 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1321 multitasking 3,126,885 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1322 ffmpeg-python 3,119,452 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1323 mongomock 3,118,868 No No Yes N/A N/A N/A N/A N/A 0.58% 0.78% 0.58% 0.78% N/A N/A N/A N/A
1324 paho-mqtt 3,111,040 No No Yes paho-mqtt-stubs N/A N/A N/A N/A 37.67% 60.25% 35.50% 43.75% N/A N/A N/A N/A
1325 azure-mgmt-batch 3,110,878 No No Yes N/A N/A N/A N/A N/A 69.42% 51.97% 69.42% 51.97% N/A N/A N/A N/A
1326 azure-mgmt-msi 3,105,379 No No Yes N/A N/A N/A N/A N/A 30.40% 24.38% 30.40% 24.38% N/A N/A N/A N/A
1327 xformers 3,100,614 No No No N/A N/A N/A N/A N/A 41.86% 37.74% 41.86% 37.74% N/A N/A N/A N/A
1328 eth-rlp 3,099,718 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1329 py-serializable 3,078,097 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1330 svgwrite 3,065,832 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1331 tokenize-rt 3,065,760 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1332 chromadb 3,065,748 No No Yes N/A N/A N/A N/A N/A 98.48% 98.30% 98.48% 98.30% N/A N/A N/A N/A
1333 dunamai 3,058,977 No No Yes N/A N/A N/A N/A N/A 99.47% 96.49% 99.47% 96.49% N/A N/A N/A N/A
1334 tensorflow-metadata 3,058,864 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1335 aws-cdk-asset-awscli-v1 3,056,038 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1336 unidiff 3,054,129 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 73.68% 61.90% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1337 azure-mgmt-search 3,053,456 No No Yes N/A N/A N/A N/A N/A 59.66% 45.03% 59.66% 45.03% N/A N/A N/A N/A
1338 osqp 3,052,762 No No No N/A N/A N/A N/A N/A 1.14% 1.03% 1.14% 1.03% N/A N/A N/A N/A
1339 azure-mgmt-eventhub 3,046,932 No No Yes N/A N/A N/A N/A N/A 77.84% 58.79% 77.84% 58.79% N/A N/A N/A N/A
1340 azure-monitor-query 3,045,504 No No Yes N/A N/A N/A N/A N/A 42.18% 47.85% 42.18% 47.85% N/A N/A N/A N/A
1341 pipdeptree 3,041,736 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1342 sqlfluff 3,039,448 No No Yes N/A N/A N/A N/A N/A 96.36% 98.15% 96.36% 98.15% N/A N/A N/A N/A
1343 tensorboard-plugin-wit 3,034,075 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1344 uuid 3,032,637 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1345 dirac 3,015,842 No No No N/A N/A N/A N/A N/A 4.89% 2.50% 4.89% 2.50% N/A N/A N/A N/A
1346 mypy-boto3-sts 3,011,956 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1347 pytest-repeat 3,007,089 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1348 simpleeval 3,006,741 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1349 azure-mgmt-nspkg 3,005,769 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1350 readchar 3,002,075 No No Yes N/A N/A N/A N/A N/A -1.00% 80.00% -1.00% 80.00% N/A N/A N/A N/A
1351 knack 2,997,094 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1352 nested-lookup 2,992,085 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1353 pdfplumber 2,982,541 No No Yes N/A N/A N/A N/A N/A 99.74% 99.55% 99.74% 99.55% N/A N/A N/A N/A
1354 azure-mgmt-loganalytics 2,980,664 No No No N/A N/A N/A N/A N/A 7.24% 13.76% 7.24% 13.76% N/A N/A N/A N/A
1355 bitsandbytes 2,978,919 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1356 html2text 2,977,698 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1357 azure-mgmt-cdn 2,977,056 No No Yes N/A N/A N/A N/A N/A 83.10% 65.77% 83.10% 65.77% N/A N/A N/A N/A
1358 fpdf 2,974,442 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1359 cytoolz 2,967,669 No No No cytoolz-stubs N/A N/A N/A N/A 0.00% 0.00% 99.24% 98.81% N/A N/A N/A N/A
1360 librosa 2,961,640 No No Yes N/A N/A N/A N/A N/A 71.10% 83.43% 71.10% 83.43% N/A N/A N/A N/A
1361 flit 2,958,550 No No Yes N/A N/A N/A N/A N/A 30.00% 16.67% 30.00% 16.67% N/A N/A N/A N/A
1362 azure-mgmt-iothub 2,954,652 No No Yes N/A N/A N/A N/A N/A 66.42% 49.21% 66.42% 49.21% N/A N/A N/A N/A
1363 azure-mgmt-recoveryservicesbackup 2,953,790 No No Yes N/A N/A N/A N/A N/A 80.75% 60.98% 80.75% 60.98% N/A N/A N/A N/A
1364 azure-mgmt-recoveryservices 2,950,756 No No Yes N/A N/A N/A N/A N/A 69.32% 60.22% 69.32% 60.22% N/A N/A N/A N/A
1365 jwt 2,944,245 No No Yes N/A N/A N/A N/A N/A 82.52% 81.25% 82.52% 81.25% N/A N/A N/A N/A
1366 azure-mgmt-cognitiveservices 2,939,542 No No Yes N/A N/A N/A N/A N/A 79.38% 62.87% 79.38% 62.87% N/A N/A N/A N/A
1367 notion-client 2,939,146 No No Yes N/A N/A N/A N/A N/A 100.00% 98.36% 100.00% 98.36% N/A N/A N/A N/A
1368 azure-cosmosdb-table 2,934,326 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1369 pytest-custom-exit-code 2,933,554 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1370 azure-mgmt-datalake-nspkg 2,933,430 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1371 flask-migrate 2,927,241 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1372 marshmallow-dataclass 2,918,679 No No Yes N/A N/A N/A N/A N/A 90.79% 83.33% 90.79% 83.33% N/A N/A N/A N/A
1373 eth-hash 2,917,744 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1374 genson 2,915,976 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1375 catboost 2,915,385 No No No N/A N/A N/A N/A N/A 13.33% 12.78% 13.33% 12.78% N/A N/A N/A N/A
1376 azureml-core 2,914,721 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1377 allure-python-commons 2,911,266 No No Yes N/A N/A N/A N/A N/A 1.19% 1.28% 1.19% 1.28% N/A N/A N/A N/A
1378 apache-airflow-providers-sftp 2,906,829 No No No N/A N/A N/A N/A N/A 90.80% 91.30% 90.80% 91.30% N/A N/A N/A N/A
1379 azure-cosmosdb-nspkg 2,898,342 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1380 azure-mgmt-trafficmanager 2,896,436 No No Yes N/A N/A N/A N/A N/A 43.23% 38.46% 43.23% 38.46% N/A N/A N/A N/A
1381 launchdarkly-server-sdk 2,895,423 No No Yes N/A N/A N/A N/A N/A 64.83% 37.14% 64.83% 37.14% N/A N/A N/A N/A
1382 myst-parser 2,890,158 No No Yes N/A N/A N/A N/A N/A 85.51% 72.93% 85.51% 72.93% N/A N/A N/A N/A
1383 deepmerge 2,885,820 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1384 codeowners 2,883,581 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1385 azure-mgmt-marketplaceordering 2,880,694 No No No N/A N/A N/A N/A N/A 0.00% 6.25% 0.00% 6.25% N/A N/A N/A N/A
1386 opentelemetry-instrumentation-sqlalchemy 2,876,366 No No No N/A N/A N/A N/A N/A 0.00% 10.34% 0.00% 10.34% N/A N/A N/A N/A
1387 azure-mgmt-applicationinsights 2,873,604 No No Yes N/A N/A N/A N/A N/A 76.13% 56.43% 76.13% 56.43% N/A N/A N/A N/A
1388 pyogrio 2,871,671 No No No N/A N/A N/A N/A N/A 4.55% 5.56% 4.55% 5.56% N/A N/A N/A N/A
1389 llama-index-indices-managed-llama-cloud 2,866,001 No No No N/A N/A N/A N/A N/A 99.45% 97.50% 99.45% 97.50% N/A N/A N/A N/A
1390 formulaic 2,861,827 No No No N/A N/A N/A N/A N/A 97.26% 97.30% 97.26% 97.30% N/A N/A N/A N/A
1391 orderedmultidict 2,861,207 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1392 netifaces 2,855,271 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 42.86% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1393 cssutils 2,852,596 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1394 flake8-bugbear 2,851,374 Yes No No N/A N/A N/A N/A N/A 48.25% 79.70% 91.46% 89.63% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1395 django-timezone-field 2,851,294 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1396 google-analytics-data 2,843,643 No No Yes N/A N/A N/A N/A N/A 47.74% 57.99% 47.74% 57.99% N/A N/A N/A N/A
1397 azure-mgmt-advisor 2,832,076 No No No N/A N/A N/A N/A N/A 8.96% 16.67% 8.96% 16.67% N/A N/A N/A N/A
1398 types-tabulate 2,830,704 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1399 clickhouse-driver 2,828,694 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1400 azure-mgmt-servicefabric 2,828,032 No No Yes N/A N/A N/A N/A N/A 63.48% 46.77% 63.48% 46.77% N/A N/A N/A N/A
1401 azure-mgmt-eventgrid 2,823,754 No No Yes N/A N/A N/A N/A N/A 84.87% 69.70% 84.87% 69.70% N/A N/A N/A N/A
1402 maturin 2,823,262 No No No N/A N/A N/A N/A N/A 100.00% 94.44% 100.00% 94.44% N/A N/A N/A N/A
1403 pdpyras 2,810,608 No No No N/A N/A N/A N/A N/A 27.72% 82.35% 27.72% 82.35% N/A N/A N/A N/A
1404 pinotdb 2,809,842 No No No N/A N/A N/A N/A N/A 2.44% 2.63% 2.44% 2.63% N/A N/A N/A N/A
1405 terminaltables 2,806,775 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1406 geojson 2,806,752 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1407 vcrpy 2,798,744 No No No N/A N/A N/A N/A N/A 0.71% 0.41% 0.71% 0.41% N/A N/A N/A N/A
1408 hatch-fancy-pypi-readme 2,798,591 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1409 azure-mgmt-signalr 2,797,259 No No Yes N/A N/A N/A N/A N/A 58.84% 45.08% 58.84% 45.08% N/A N/A N/A N/A
1410 peft 2,796,786 No No Yes N/A N/A N/A N/A N/A 57.03% 46.55% 57.03% 46.55% N/A N/A N/A N/A
1411 azure-mgmt-devtestlabs 2,789,917 No No No N/A N/A N/A N/A N/A 15.61% 9.73% 15.61% 9.73% N/A N/A N/A N/A
1412 fake-useragent 2,787,831 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1413 requirements-parser 2,783,943 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1414 aws-psycopg2 2,782,042 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1415 python3-saml 2,780,287 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1416 eth-utils 2,778,662 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1417 azure-monitor-opentelemetry 2,778,301 No No Yes N/A N/A N/A N/A N/A 46.43% 17.24% 46.43% 17.24% N/A N/A N/A N/A
1418 google-cloud-pubsublite 2,773,310 No No Yes N/A N/A N/A N/A N/A 83.93% 70.63% 83.93% 70.63% N/A N/A N/A N/A
1419 azure-synapse-artifacts 2,771,128 No No Yes N/A N/A N/A N/A N/A 64.33% 67.92% 64.33% 67.92% N/A N/A N/A N/A
1420 chevron 2,770,352 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 70.00% 60.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1421 pytesseract 2,769,619 No No No N/A N/A N/A N/A N/A 8.86% 0.00% 8.86% 0.00% N/A N/A N/A N/A
1422 pymeeus 2,766,374 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1423 atpublic 2,765,398 No No Yes N/A N/A N/A N/A N/A 33.33% 35.71% 33.33% 35.71% N/A N/A N/A N/A
1424 interface-meta 2,764,039 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1425 influxdb 2,760,282 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1426 types-six 2,751,518 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1427 autoflake 2,745,142 No No No N/A N/A N/A N/A N/A 97.76% 98.73% 97.76% 98.73% N/A N/A N/A N/A
1428 stanio 2,743,653 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1429 azure-mgmt-billing 2,738,890 No No Yes N/A N/A N/A N/A N/A 85.27% 72.21% 85.27% 72.21% N/A N/A N/A N/A
1430 azure-mgmt-policyinsights 2,738,379 No No No N/A N/A N/A N/A N/A 40.41% 34.94% 40.41% 34.94% N/A N/A N/A N/A
1431 azure-mgmt-media 2,734,827 No No Yes N/A N/A N/A N/A N/A 81.83% 63.48% 81.83% 63.48% N/A N/A N/A N/A
1432 fasttext-wheel 2,733,574 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1433 databricks-api 2,732,588 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1434 azure-mgmt-iothubprovisioningservices 2,728,885 No No No N/A N/A N/A N/A N/A 88.83% 79.41% 88.83% 79.41% N/A N/A N/A N/A
1435 azure-mgmt-batchai 2,724,561 No No Yes N/A N/A N/A N/A N/A 16.29% 16.18% 16.29% 16.18% N/A N/A N/A N/A
1436 azure-core-tracing-opentelemetry 2,724,021 No No Yes N/A N/A N/A N/A N/A 53.12% 76.67% 53.12% 76.67% N/A N/A N/A N/A
1437 zipfile38 2,721,773 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1438 memray 2,720,475 No No Yes N/A N/A N/A N/A N/A 99.74% 98.71% 99.74% 98.71% N/A N/A N/A N/A
1439 python-box 2,717,001 No No Yes N/A N/A N/A N/A N/A 75.00% 38.41% 75.00% 38.41% N/A N/A N/A N/A
1440 requests-aws-sign 2,714,344 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1441 furl 2,712,840 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1442 azure-mgmt-maps 2,705,081 No No Yes N/A N/A N/A N/A N/A 42.80% 36.09% 42.80% 36.09% N/A N/A N/A N/A
1443 influxdb-client 2,704,696 No No Yes N/A N/A N/A N/A N/A 4.82% 2.29% 4.82% 2.29% N/A N/A N/A N/A
1444 azure-mgmt-datamigration 2,703,330 No No Yes N/A N/A N/A N/A N/A 80.15% 64.87% 80.15% 64.87% N/A N/A N/A N/A
1445 pre-commit-uv 2,702,848 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1446 pyhocon 2,701,035 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1447 azure-mgmt-iotcentral 2,700,481 No No No N/A N/A N/A N/A N/A 2.27% 14.81% 2.27% 14.81% N/A N/A N/A N/A
1448 rustworkx 2,692,854 No No Yes N/A N/A N/A N/A N/A 90.03% 98.14% 90.03% 98.14% N/A N/A N/A N/A
1449 xmlsec 2,681,441 No No Yes N/A N/A N/A N/A N/A 86.44% 77.33% 86.44% 77.33% N/A N/A N/A N/A
1450 qdldl 2,674,971 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1451 plotnine 2,673,089 No No Yes N/A N/A N/A N/A N/A 66.76% 48.66% 66.76% 48.66% N/A N/A N/A N/A
1452 pastel 2,665,730 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1453 pmdarima 2,652,719 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1454 pyzipper 2,645,765 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1455 scs 2,642,464 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1456 tweepy 2,640,872 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1457 pathlib-mate 2,640,485 No No No N/A N/A N/A N/A N/A 1.67% 0.00% 1.67% 0.00% N/A N/A N/A N/A
1458 moviepy 2,635,552 No No No N/A N/A N/A N/A N/A 9.76% 13.58% 9.76% 13.58% N/A N/A N/A N/A
1459 pyhive 2,630,169 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1460 azure-storage-file 2,630,142 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1461 qtpy 2,626,717 No No Yes N/A N/A N/A N/A N/A 4.35% 2.38% 4.35% 2.38% N/A N/A N/A N/A
1462 aws-cdk-lib 2,623,313 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1463 datamodel-code-generator 2,619,273 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1464 pynamodb 2,618,973 No No Yes N/A N/A N/A N/A N/A 78.94% 69.03% 78.94% 69.03% N/A N/A N/A N/A
1465 voluptuous 2,618,738 No No Yes voluptuous-stubs N/A N/A N/A N/A 48.15% 21.62% 69.68% 15.58% N/A N/A N/A N/A
1466 azure-functions 2,618,283 No No Yes N/A N/A N/A N/A N/A 90.68% 80.78% 90.68% 80.78% N/A N/A N/A N/A
1467 flask-restful 2,618,111 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1468 opentelemetry-resource-detector-azure 2,613,502 No No No N/A N/A N/A N/A N/A 0.00% 80.00% 0.00% 80.00% N/A N/A N/A N/A
1469 testcontainers 2,611,089 No No Yes N/A N/A N/A N/A N/A 94.91% 94.26% 94.91% 94.26% N/A N/A N/A N/A
1470 parsimonious 2,606,207 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 60.00% 45.54% 98.33% N/A COMPLETE ERROR_ON_MISSING_STUB
1471 types-docutils 2,606,040 No No Yes N/A N/A N/A N/A N/A 77.40% 86.17% 77.40% 86.17% N/A N/A N/A N/A
1472 dependency-groups 2,604,813 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1473 unstructured 2,604,676 No No Yes N/A N/A N/A N/A N/A 80.81% 33.83% 80.81% 33.83% N/A N/A N/A N/A
1474 aiokafka 2,595,284 No No No N/A N/A N/A N/A N/A 49.76% 49.26% 49.76% 49.26% N/A N/A N/A N/A
1475 python-hcl2 2,593,530 No No Yes N/A N/A N/A N/A N/A 84.00% 90.36% 84.00% 90.36% N/A N/A N/A N/A
1476 pulumi 2,593,438 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1477 jsonpath-python 2,591,304 No No No N/A N/A N/A N/A N/A 30.56% 0.00% 30.56% 0.00% N/A N/A N/A N/A
1478 scikit-build-core 2,588,450 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1479 supervisor 2,585,333 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1480 orbax-checkpoint 2,584,819 No No No N/A N/A N/A N/A N/A 85.71% 60.76% 85.71% 60.76% N/A N/A N/A N/A
1481 evaluate 2,582,496 No No No N/A N/A N/A N/A N/A 66.80% 39.60% 66.80% 39.60% N/A N/A N/A N/A
1482 python-bidi 2,581,939 No No No N/A N/A N/A N/A N/A 22.73% 19.05% 22.73% 19.05% N/A N/A N/A N/A
1483 pytest-benchmark 2,581,769 No No Yes N/A N/A N/A N/A N/A 0.35% 0.00% 0.35% 0.00% N/A N/A N/A N/A
1484 multimethod 2,581,361 No No Yes N/A N/A N/A N/A N/A 55.26% 47.50% 55.26% 47.50% N/A N/A N/A N/A
1485 strip-hints 2,576,722 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1486 tensorboardx 2,575,963 No No No N/A N/A N/A N/A N/A 20.89% 0.00% 20.89% 0.00% N/A N/A N/A N/A
1487 facebook-business 2,573,895 No No No N/A N/A N/A N/A N/A 0.08% 0.27% 0.08% 0.27% N/A N/A N/A N/A
1488 poetry-dynamic-versioning 2,569,605 No No No N/A N/A N/A N/A N/A 94.32% 94.34% 94.32% 94.34% N/A N/A N/A N/A
1489 zopfli 2,564,499 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1490 ultralytics-thop 2,562,431 No No No N/A N/A N/A N/A N/A 24.48% 1.64% 24.48% 1.64% N/A N/A N/A N/A
1491 eth-typing 2,555,620 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1492 pikepdf 2,549,262 No No Yes N/A N/A N/A N/A N/A 82.67% 72.59% 82.67% 72.59% N/A N/A N/A N/A
1493 datasketch 2,547,614 No No No N/A N/A N/A N/A N/A 43.50% 42.03% 43.50% 42.03% N/A N/A N/A N/A
1494 url-normalize 2,547,286 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1495 socksio 2,545,006 No No Yes N/A N/A N/A N/A N/A 71.74% 72.92% 71.74% 72.92% N/A N/A N/A N/A
1496 jdcal 2,544,511 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1497 lifelines 2,540,770 No No No N/A N/A N/A N/A N/A 22.35% 34.35% 22.35% 34.35% N/A N/A N/A N/A
1498 pystache 2,533,289 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1499 unearth 2,531,856 No No Yes N/A N/A N/A N/A N/A 98.47% 98.22% 98.47% 98.22% N/A N/A N/A N/A
1500 mixpanel 2,528,578 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1501 astropy 2,526,150 No No No N/A N/A N/A N/A N/A 7.60% 8.32% 7.60% 8.32% N/A N/A N/A N/A
1502 find-libpython 2,524,630 No No Yes N/A N/A N/A N/A N/A 100.00% 94.44% 100.00% 94.44% N/A N/A N/A N/A
1503 pyinstrument 2,523,428 No No Yes N/A N/A N/A N/A N/A 70.12% 47.56% 70.12% 47.56% N/A N/A N/A N/A
1504 yandexcloud 2,522,714 No No Yes N/A N/A N/A N/A N/A 41.50% 92.35% 41.50% 92.35% N/A N/A N/A N/A
1505 dm-tree 2,519,851 No No No N/A N/A N/A N/A N/A 1.25% 2.88% 1.25% 2.88% N/A N/A N/A N/A
1506 inputimeout 2,517,938 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1507 thrift-sasl 2,510,103 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1508 pydyf 2,501,558 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1509 pyluach 2,500,518 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 76.81% 73.86% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1510 audioread 2,492,111 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1511 mmcif 2,491,420 No No Yes N/A N/A N/A N/A N/A 3.73% 5.59% 3.73% 5.59% N/A N/A N/A N/A
1512 langgraph-checkpoint 2,490,276 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1513 haversine 2,490,109 No No No N/A N/A N/A N/A N/A 23.08% 14.29% 23.08% 14.29% N/A N/A N/A N/A
1514 s3path 2,487,338 No No Yes N/A N/A N/A N/A N/A 28.18% 29.95% 28.18% 29.95% N/A N/A N/A N/A
1515 flaky 2,486,197 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1516 opentelemetry-instrumentation-grpc 2,482,834 No No No N/A N/A N/A N/A N/A 5.48% 13.51% 5.48% 13.51% N/A N/A N/A N/A
1517 appium-python-client 2,482,597 No No Yes N/A N/A N/A N/A N/A 100.00% 99.77% 100.00% 99.77% N/A N/A N/A N/A
1518 mizani 2,466,094 No No Yes N/A N/A N/A N/A N/A 88.22% 79.48% 88.22% 79.48% N/A N/A N/A N/A
1519 allure-pytest 2,462,692 No No No N/A N/A N/A N/A N/A 2.19% 0.00% 2.19% 0.00% N/A N/A N/A N/A
1520 databricks-connect 2,460,011 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1521 rollbar 2,459,916 No No No N/A N/A N/A N/A N/A 7.05% 7.60% 7.05% 7.60% N/A N/A N/A N/A
1522 pyzstd 2,458,172 No No Yes N/A N/A N/A N/A N/A 21.49% 21.91% 21.49% 21.91% N/A N/A N/A N/A
1523 construct 2,447,930 No No No N/A N/A N/A N/A N/A 0.50% 0.33% 0.50% 0.33% N/A N/A N/A N/A
1524 blobfile 2,444,873 No No Yes N/A N/A N/A N/A N/A 89.77% 72.96% 89.77% 72.96% N/A N/A N/A N/A
1525 behave 2,443,453 No No No N/A N/A N/A N/A N/A 2.68% 0.83% 2.68% 0.83% N/A N/A N/A N/A
1526 pyreadline3 2,434,711 No No Yes N/A N/A N/A N/A N/A 4.06% 4.99% 4.06% 4.99% N/A N/A N/A N/A
1527 sphinx-copybutton 2,434,366 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1528 llama-index-llms-openai 2,433,900 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1529 anytree 2,431,475 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1530 neo4j 2,421,351 No No Yes N/A N/A N/A N/A N/A 23.47% 46.24% 23.47% 46.24% N/A N/A N/A N/A
1531 azure-eventgrid 2,420,103 No No Yes N/A N/A N/A N/A N/A 49.55% 47.44% 49.55% 47.44% N/A N/A N/A N/A
1532 papermill 2,414,440 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1533 django-celery-beat 2,405,619 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1534 torchsde 2,397,475 No No No N/A N/A N/A N/A N/A 23.39% 4.46% 23.39% 4.46% N/A N/A N/A N/A
1535 py7zr 2,388,964 No No Yes N/A N/A N/A N/A N/A 61.84% 51.71% 61.84% 51.71% N/A N/A N/A N/A
1536 sqlparams 2,388,635 No No No N/A N/A N/A N/A N/A 98.08% 97.06% 98.08% 97.06% N/A N/A N/A N/A
1537 ansible-compat 2,387,588 No No Yes N/A N/A N/A N/A N/A 100.00% 97.62% 100.00% 97.62% N/A N/A N/A N/A
1538 dockerfile-parse 2,385,040 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 58.21% 43.48% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1539 github-heatmap 2,379,132 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1540 boxsdk 2,376,432 No No No N/A N/A N/A N/A N/A 97.50% 92.96% 97.50% 92.96% N/A N/A N/A N/A
1541 truststore 2,365,711 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1542 pytest-sugar 2,363,569 No No No N/A N/A N/A N/A N/A 40.58% 49.25% 40.58% 49.25% N/A N/A N/A N/A
1543 tensorflow-addons 2,355,947 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1544 pymupdfb 2,355,257 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1545 memory-profiler 2,354,390 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1546 requests-sigv4 2,354,079 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1547 python-editor 2,354,042 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1548 qtconsole 2,353,429 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1549 tablib 2,352,291 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1550 hishel 2,350,238 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1551 zope-deprecation 2,344,179 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1552 zict 2,342,926 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1553 reactivex 2,340,613 No No Yes N/A N/A N/A N/A N/A 100.00% 91.22% 100.00% 91.22% N/A N/A N/A N/A
1554 pypng 2,339,920 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1555 trampoline 2,338,561 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1556 sphinx-design 2,337,410 No No Yes N/A N/A N/A N/A N/A 82.65% 69.51% 82.65% 69.51% N/A N/A N/A N/A
1557 multipledispatch 2,335,096 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1558 dj-database-url 2,328,394 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1559 hijri-converter 2,324,564 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1560 environs 2,323,625 No No Yes N/A N/A N/A N/A N/A 88.46% 84.21% 88.46% 84.21% N/A N/A N/A N/A
1561 opentelemetry-instrumentation-botocore 2,322,892 No No No N/A N/A N/A N/A N/A 77.42% 26.75% 77.42% 26.75% N/A N/A N/A N/A
1562 google-cloud-bigquery-biglake 2,321,902 No No Yes N/A N/A N/A N/A N/A 47.87% 57.64% 47.87% 57.64% N/A N/A N/A N/A
1563 fastcore 2,318,577 No No No N/A N/A N/A N/A N/A 9.46% 3.56% 9.46% 3.56% N/A N/A N/A N/A
1564 cleanco 2,316,092 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1565 thefuzz 2,314,227 No No Yes N/A N/A N/A N/A N/A 58.33% 16.88% 58.33% 16.88% N/A N/A N/A N/A
1566 piexif 2,308,171 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1567 lightning 2,302,121 No No Yes N/A N/A N/A N/A N/A 99.94% 99.96% 99.94% 99.96% N/A N/A N/A N/A
1568 temporalio 2,299,066 No No Yes N/A N/A N/A N/A N/A 61.60% 95.13% 61.60% 95.13% N/A N/A N/A N/A
1569 gprof2dot 2,298,309 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1570 datefinder 2,294,450 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1571 oss2 2,293,919 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1572 google-apitools 2,293,481 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1573 scandir 2,291,110 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1574 markdown2 2,290,612 No No No N/A N/A N/A N/A N/A 74.29% 58.33% 74.29% 58.33% N/A N/A N/A N/A
1575 pastedeploy 2,289,032 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1576 bc-detect-secrets 2,287,468 No No Yes N/A N/A N/A N/A N/A 100.00% 99.69% 100.00% 99.69% N/A N/A N/A N/A
1577 cbor2 2,286,066 No No Yes N/A N/A N/A N/A N/A 84.72% 82.89% 84.72% 82.89% N/A N/A N/A N/A
1578 braceexpand 2,278,670 No No Yes N/A N/A N/A N/A N/A 12.50% 7.14% 12.50% 7.14% N/A N/A N/A N/A
1579 hupper 2,278,271 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1580 opencv-contrib-python 2,276,702 No No No N/A N/A N/A N/A N/A 10.11% 10.42% 10.11% 10.42% N/A N/A N/A N/A
1581 pex 2,275,116 No No Yes N/A N/A N/A N/A N/A 6.48% 6.29% 6.48% 6.29% N/A N/A N/A N/A
1582 biopython 2,271,097 No No Yes N/A N/A N/A N/A N/A 6.97% 3.22% 6.97% 3.22% N/A N/A N/A N/A
1583 langgraph-sdk 2,266,365 No No Yes N/A N/A N/A N/A N/A 98.60% 94.79% 98.60% 94.79% N/A N/A N/A N/A
1584 repoze-lru 2,264,199 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1585 pycocotools 2,262,238 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 86.79% 80.56% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1586 etils 2,261,642 No No No N/A N/A N/A N/A N/A 81.04% 81.08% 81.04% 81.08% N/A N/A N/A N/A
1587 rasterio 2,261,510 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1588 std-uritemplate 2,259,768 No No Yes N/A N/A N/A N/A N/A 95.45% 86.96% 95.45% 86.96% N/A N/A N/A N/A
1589 vllm 2,259,546 No No Yes N/A N/A N/A N/A N/A 86.07% 70.96% 86.07% 70.96% N/A N/A N/A N/A
1590 pyerfa 2,259,220 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1591 spdx-tools 2,256,074 No No Yes N/A N/A N/A N/A N/A 94.75% 56.30% 94.75% 56.30% N/A N/A N/A N/A
1592 mistral-common 2,254,584 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1593 apache-airflow-providers-postgres 2,248,484 No No No N/A N/A N/A N/A N/A 69.57% 88.37% 69.57% 88.37% N/A N/A N/A N/A
1594 hyperopt 2,244,269 No No No N/A N/A N/A N/A N/A 0.10% 0.00% 0.10% 0.00% N/A N/A N/A N/A
1595 microsoft-kiota-serialization-multipart 2,243,876 No No Yes N/A N/A N/A N/A N/A 100.00% 96.00% 100.00% 96.00% N/A N/A N/A N/A
1596 dynaconf 2,242,246 No No Yes N/A N/A N/A N/A N/A 2.90% 3.27% 2.90% 3.27% N/A N/A N/A N/A
1597 microsoft-kiota-serialization-form 2,232,633 No No Yes N/A N/A N/A N/A N/A 100.00% 98.08% 100.00% 98.08% N/A N/A N/A N/A
1598 opentelemetry-instrumentation-redis 2,232,227 No No Yes N/A N/A N/A N/A N/A 67.19% 22.22% 67.19% 22.22% N/A N/A N/A N/A
1599 concurrent-log-handler 2,228,542 No No Yes N/A N/A N/A N/A N/A 98.25% 92.31% 98.25% 92.31% N/A N/A N/A N/A
1600 pypiwin32 2,227,934 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1601 cvxpy 2,224,944 No No Yes N/A N/A N/A N/A N/A 29.97% 51.66% 29.97% 51.66% N/A N/A N/A N/A
1602 eth-keys 2,224,031 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1603 tld 2,213,154 No No Yes N/A N/A N/A N/A N/A 80.49% 66.67% 80.49% 66.67% N/A N/A N/A N/A
1604 graphframes 2,211,265 No No No graphframes-stubs N/A N/A N/A N/A 0.00% 0.00% 100.00% 97.73% N/A N/A N/A N/A
1605 sqlglotrs 2,205,104 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1606 drf-yasg 2,201,666 No No No drf-yasg-stubs N/A N/A N/A N/A 0.36% 2.83% 73.99% 19.73% N/A N/A N/A N/A
1607 apprise 2,196,984 No No No N/A N/A N/A N/A N/A 12.84% 15.10% 12.84% 15.10% N/A N/A N/A N/A
1608 venusian 2,196,046 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1609 sacrebleu 2,191,934 No No Yes N/A N/A N/A N/A N/A 71.01% 49.03% 71.01% 49.03% N/A N/A N/A N/A
1610 pygsheets 2,188,742 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1611 opentelemetry-instrumentation-aiohttp-client 2,187,782 No No No N/A N/A N/A N/A N/A 68.00% 23.08% 68.00% 23.08% N/A N/A N/A N/A
1612 django-stubs-ext 2,184,394 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1613 gguf 2,181,038 No No Yes N/A N/A N/A N/A N/A 95.38% 87.02% 95.38% 87.02% N/A N/A N/A N/A
1614 types-jsonschema 2,178,597 No No Yes N/A N/A N/A N/A N/A 38.37% 93.45% 38.37% 93.45% N/A N/A N/A N/A
1615 newrelic 2,177,201 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1616 aiomultiprocess 2,176,796 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1617 mbstrdecoder 2,173,973 No No Yes N/A N/A N/A N/A N/A 33.33% 94.12% 33.33% 94.12% N/A N/A N/A N/A
1618 python-arango 2,169,181 No No Yes N/A N/A N/A N/A N/A 99.74% 100.00% 99.74% 100.00% N/A N/A N/A N/A
1619 azure-synapse-spark 2,166,606 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1620 eth-abi 2,165,710 No No Yes N/A N/A N/A N/A N/A 31.23% 25.12% 31.23% 25.12% N/A N/A N/A N/A
1621 pytest-base-url 2,164,450 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1622 pyppmd 2,158,044 No No Yes N/A N/A N/A N/A N/A 43.28% 25.86% 43.28% 25.86% N/A N/A N/A N/A
1623 pybcj 2,157,327 No No Yes N/A N/A N/A N/A N/A 86.67% 76.92% 86.67% 76.92% N/A N/A N/A N/A
1624 biotite 2,156,751 No No No N/A N/A N/A N/A N/A 0.14% 0.23% 0.14% 0.23% N/A N/A N/A N/A
1625 dep-logic 2,156,271 No No Yes N/A N/A N/A N/A N/A 100.00% 99.55% 100.00% 99.55% N/A N/A N/A N/A
1626 aws-cdk-asset-node-proxy-agent-v6 2,150,715 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1627 pypyp 2,148,001 No No No N/A N/A N/A N/A N/A 100.00% 97.50% 100.00% 97.50% N/A N/A N/A N/A
1628 rlp 2,147,333 No No No N/A N/A N/A N/A N/A 2.76% 5.06% 2.76% 5.06% N/A N/A N/A N/A
1629 yt-dlp 2,146,293 Yes No No N/A N/A N/A N/A N/A 2.00% 0.98% 18.85% 13.75% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1630 opentelemetry-propagator-aws-xray 2,145,297 No No No N/A N/A N/A N/A N/A 52.94% 27.27% 52.94% 27.27% N/A N/A N/A N/A
1631 typepy 2,142,501 No No Yes N/A N/A N/A N/A N/A 33.05% 21.43% 33.05% 21.43% N/A N/A N/A N/A
1632 pyqt5 2,139,749 No No No pyqt5-stubs N/A N/A N/A N/A 0.00% 0.00% 87.64% 89.66% N/A N/A N/A N/A
1633 python-crfsuite 2,139,154 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1634 mkdocstrings 2,135,668 No No Yes N/A N/A N/A N/A N/A 100.00% 99.26% 100.00% 99.26% N/A N/A N/A N/A
1635 translationstring 2,134,242 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 73.81% 72.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1636 promise 2,132,913 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1637 hjson 2,131,975 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1638 aws-cdk-asset-kubectl-v20 2,129,760 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1639 eventlet 2,127,757 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1640 munch 2,120,417 No No No munch-stubs N/A N/A N/A N/A 0.00% 0.00% 55.32% 47.92% N/A N/A N/A N/A
1641 dbt-bigquery 2,120,217 No No No N/A N/A N/A N/A N/A 72.45% 75.64% 72.45% 75.64% N/A N/A N/A N/A
1642 zeroconf 2,113,287 No No Yes N/A N/A N/A N/A N/A 99.24% 100.00% 99.24% 100.00% N/A N/A N/A N/A
1643 cloudsplaining 2,110,216 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1644 policy-sentry 2,107,770 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1645 eth-keyfile 2,106,695 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1646 pycep-parser 2,105,407 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1647 polling 2,105,009 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1648 pytest-ordering 2,102,206 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1649 multivolumefile 2,100,360 No No Yes N/A N/A N/A N/A N/A 79.17% 53.66% 79.17% 53.66% N/A N/A N/A N/A
1650 pyusb 2,098,277 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1651 azure-cli-core 2,096,849 No No No N/A N/A N/A N/A N/A 0.66% 0.47% 0.66% 0.47% N/A N/A N/A N/A
1652 django-stubs 2,092,539 No No Yes N/A N/A N/A N/A N/A 99.99% 100.00% 99.99% 100.00% N/A N/A N/A N/A
1653 arpeggio 2,090,690 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1654 opentelemetry-exporter-prometheus 2,088,041 No No Yes N/A N/A N/A N/A N/A 100.00% 91.67% 100.00% 91.67% N/A N/A N/A N/A
1655 bc-python-hcl2 2,087,209 No No Yes N/A N/A N/A N/A N/A 100.00% 93.02% 100.00% 93.02% N/A N/A N/A N/A
1656 langchain-aws 2,085,679 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1657 databricks-pypi1 2,083,239 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1658 asana 2,081,979 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1659 json-log-formatter 2,080,619 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1660 dirtyjson 2,080,520 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1661 aws-cdk-cloud-assembly-schema 2,080,158 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1662 striprtf 2,077,655 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1663 trimesh 2,077,425 No No Yes N/A N/A N/A N/A N/A 22.54% 19.93% 22.54% 19.93% N/A N/A N/A N/A
1664 moreorless 2,076,408 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1665 requests-cache 2,072,819 No No Yes N/A N/A N/A N/A N/A 75.00% 36.91% 75.00% 36.91% N/A N/A N/A N/A
1666 multi-key-dict 2,068,479 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1667 types-html5lib 2,067,226 No No Yes N/A N/A N/A N/A N/A 33.99% 42.24% 33.99% 42.24% N/A N/A N/A N/A
1668 findspark 2,066,386 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1669 apache-airflow-microsoft-fabric-plugin 2,060,918 No No No N/A N/A N/A N/A N/A 89.29% 80.00% 89.29% 80.00% N/A N/A N/A N/A
1670 pdm 2,060,363 No No Yes N/A N/A N/A N/A N/A 99.35% 98.69% 99.35% 98.69% N/A N/A N/A N/A
1671 pyqt5-sip 2,055,274 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1672 aiocache 2,053,834 No No No N/A N/A N/A N/A N/A 8.03% 5.80% 8.03% 5.80% N/A N/A N/A N/A
1673 dbt-spark 2,052,713 No No No N/A N/A N/A N/A N/A 97.44% 97.35% 97.44% 97.35% N/A N/A N/A N/A
1674 pytest-order 2,047,509 No No No N/A N/A N/A N/A N/A 94.25% 44.07% 94.25% 44.07% N/A N/A N/A N/A
1675 pyfiglet 2,046,759 No No Yes N/A N/A N/A N/A N/A 64.38% 15.38% 64.38% 15.38% N/A N/A N/A N/A
1676 o365 2,045,716 No No No N/A N/A N/A N/A N/A 27.33% 16.94% 27.33% 16.94% N/A N/A N/A N/A
1677 sentinels 2,041,956 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1678 bc-jsonpath-ng 2,035,469 No No Yes N/A N/A N/A N/A N/A 4.78% 3.00% 4.78% 3.00% N/A N/A N/A N/A
1679 boto-session-manager 2,030,930 No No No N/A N/A N/A N/A N/A 91.23% 97.71% 91.23% 97.71% N/A N/A N/A N/A
1680 s3pathlib 2,030,198 No No No N/A N/A N/A N/A N/A 96.41% 78.41% 96.41% 78.41% N/A N/A N/A N/A
1681 iterproxy 2,027,599 No No No N/A N/A N/A N/A N/A 83.33% 78.57% 83.33% 78.57% N/A N/A N/A N/A
1682 kornia 2,024,287 No No Yes N/A N/A N/A N/A N/A 97.58% 98.08% 97.58% 98.08% N/A N/A N/A N/A
1683 google-cloud-trace 2,018,269 No No Yes N/A N/A N/A N/A N/A 49.32% 53.62% 49.32% 53.62% N/A N/A N/A N/A
1684 google-cloud-recommendations-ai 2,016,556 No No Yes N/A N/A N/A N/A N/A 55.64% 57.06% 55.64% 57.06% N/A N/A N/A N/A
1685 salesforce-bulk 2,015,653 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1686 pyhamcrest 2,011,878 No No Yes N/A N/A N/A N/A N/A 90.81% 90.40% 90.81% 90.40% N/A N/A N/A N/A
1687 pyfakefs 2,010,934 No No Yes N/A N/A N/A N/A N/A 70.77% 60.48% 70.77% 60.48% N/A N/A N/A N/A
1688 pyramid 2,008,507 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1689 comtypes 2,005,321 No No No N/A N/A N/A N/A N/A 71.56% 72.21% 71.56% 72.21% N/A N/A N/A N/A
1690 icdiff 2,001,856 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1691 sgmllib3k 2,000,142 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1692 pyyaml-include 1,998,039 No No Yes N/A N/A N/A N/A N/A 83.33% 100.00% 83.33% 100.00% N/A N/A N/A N/A
1693 azure-mgmt-subscription 1,995,384 No No Yes N/A N/A N/A N/A N/A 17.80% 26.90% 17.80% 26.90% N/A N/A N/A N/A
1694 dbt-redshift 1,990,707 No No No N/A N/A N/A N/A N/A 67.50% 73.63% 67.50% 73.63% N/A N/A N/A N/A
1695 plaster 1,990,628 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1696 plaster-pastedeploy 1,990,566 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1697 safety 1,988,856 No No No N/A N/A N/A N/A N/A 89.06% 82.52% 89.06% 82.52% N/A N/A N/A N/A
1698 lit 1,988,746 No No No N/A N/A N/A N/A N/A 0.00% 0.93% 0.00% 0.93% N/A N/A N/A N/A
1699 pinecone-client 1,987,129 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1700 yaspin 1,986,381 No No Yes N/A N/A N/A N/A N/A 83.82% 55.86% 83.82% 55.86% N/A N/A N/A N/A
1701 affine 1,986,066 No No No N/A N/A N/A N/A N/A 67.65% 43.59% 67.65% 43.59% N/A N/A N/A N/A
1702 aws-secretsmanager-caching 1,986,030 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1703 mkdocs-autorefs 1,985,589 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1704 sse-starlette 1,981,544 No No Yes N/A N/A N/A N/A N/A 100.00% 83.33% 100.00% 83.33% N/A N/A N/A N/A
1705 lru-dict 1,979,847 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1706 pefile 1,978,434 No No No N/A N/A N/A N/A N/A 1.34% 0.83% 1.34% 0.83% N/A N/A N/A N/A
1707 types-aiofiles 1,978,311 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1708 pep8-naming 1,973,998 Yes No No N/A N/A N/A N/A N/A 21.02% 0.59% 49.46% 22.91% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1709 pygame 1,973,805 No No Yes N/A N/A N/A N/A N/A 55.52% 60.19% 55.52% 60.19% N/A N/A N/A N/A
1710 func-args 1,973,010 No No No N/A N/A N/A N/A N/A 100.00% 53.33% 100.00% 53.33% N/A N/A N/A N/A
1711 azure-search-documents 1,972,710 No No Yes N/A N/A N/A N/A N/A 67.44% 63.01% 67.44% 63.01% N/A N/A N/A N/A
1712 dependency-injector 1,967,700 No No Yes N/A N/A N/A N/A N/A 96.52% 97.53% 96.52% 97.53% N/A N/A N/A N/A
1713 curlify 1,963,736 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1714 opentelemetry-instrumentation-httpx 1,962,940 No No Yes N/A N/A N/A N/A N/A 94.12% 66.67% 94.12% 66.67% N/A N/A N/A N/A
1715 casefy 1,959,805 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1716 python-socks 1,957,157 No No Yes N/A N/A N/A N/A N/A 72.46% 38.38% 72.46% 38.38% N/A N/A N/A N/A
1717 wget 1,955,996 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1718 dagster 1,947,601 No No Yes N/A N/A N/A N/A N/A 86.92% 78.66% 86.92% 78.66% N/A N/A N/A N/A
1719 chispa 1,938,115 No No Yes N/A N/A N/A N/A N/A 98.46% 100.00% 98.46% 100.00% N/A N/A N/A N/A
1720 base58 1,934,051 No No Yes N/A N/A N/A N/A N/A 66.67% 26.09% 66.67% 26.09% N/A N/A N/A N/A
1721 rtree 1,932,474 No No Yes N/A N/A N/A N/A N/A 30.29% 49.69% 30.29% 49.69% N/A N/A N/A N/A
1722 outlines 1,931,161 No No Yes N/A N/A N/A N/A N/A 76.71% 63.11% 76.71% 63.11% N/A N/A N/A N/A
1723 azure-mgmt-reservations 1,928,570 No No Yes N/A N/A N/A N/A N/A 52.37% 44.81% 52.37% 44.81% N/A N/A N/A N/A
1724 types-markdown 1,921,482 No No Yes N/A N/A N/A N/A N/A 100.00% 98.94% 100.00% 98.94% N/A N/A N/A N/A
1725 jq 1,920,954 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1726 joserfc 1,920,934 No No Yes N/A N/A N/A N/A N/A 99.84% 99.68% 99.84% 99.68% N/A N/A N/A N/A
1727 ollama 1,917,473 No No Yes N/A N/A N/A N/A N/A 96.69% 88.16% 96.69% 88.16% N/A N/A N/A N/A
1728 pykwalify 1,914,656 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1729 opsgenie-sdk 1,914,614 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1730 inflate64 1,909,546 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1731 ec2-metadata 1,908,999 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1732 soda-core-spark-df 1,907,205 No No No N/A N/A N/A N/A N/A 87.80% 63.64% 87.80% 63.64% N/A N/A N/A N/A
1733 python-consul 1,904,663 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1734 subprocess-tee 1,901,634 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1735 pymemcache 1,901,364 No No Yes N/A N/A N/A N/A N/A 42.43% 42.57% 42.43% 42.57% N/A N/A N/A N/A
1736 pytest-icdiff 1,900,063 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1737 htmldate 1,898,718 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1738 parver 1,897,312 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1739 bitstring 1,896,044 No No Yes N/A N/A N/A N/A N/A 95.01% 88.55% 95.01% 88.55% N/A N/A N/A N/A
1740 trailrunner 1,895,034 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1741 injector 1,894,125 No No Yes N/A N/A N/A N/A N/A 80.75% 45.42% 80.75% 45.42% N/A N/A N/A N/A
1742 databricks 1,889,404 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1743 netcdf4 1,886,145 No No Yes N/A N/A N/A N/A N/A 72.70% 78.31% 72.70% 78.31% N/A N/A N/A N/A
1744 bazel-runfiles 1,882,955 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1745 python-ldap 1,881,962 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1746 tf-keras 1,881,566 No No No N/A N/A N/A N/A N/A 0.77% 0.09% 0.77% 0.09% N/A N/A N/A N/A
1747 pytest-instafail 1,881,091 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1748 soxr 1,879,706 No No No N/A N/A N/A N/A N/A 58.82% 75.00% 58.82% 75.00% N/A N/A N/A N/A
1749 stdlibs 1,878,367 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1750 lm-format-enforcer 1,878,261 No No No N/A N/A N/A N/A N/A 92.27% 82.98% 92.27% 82.98% N/A N/A N/A N/A
1751 riot 1,873,217 No No Yes N/A N/A N/A N/A N/A 50.00% 71.93% 50.00% 71.93% N/A N/A N/A N/A
1752 tensorstore 1,871,673 No No No tensorstore-stubs N/A N/A N/A N/A 66.42% 31.69% 72.75% 49.81% N/A N/A N/A N/A
1753 zstd 1,870,168 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 50.00% 86.36% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1754 scapy 1,866,223 No No Yes N/A N/A N/A N/A N/A 2.37% 1.85% 2.37% 1.85% N/A N/A N/A N/A
1755 usort 1,862,565 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1756 interegular 1,861,624 No No Yes N/A N/A N/A N/A N/A 41.09% 42.04% 41.09% 42.04% N/A N/A N/A N/A
1757 roman-numerals-py 1,861,549 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1758 sudachipy 1,859,104 No No No N/A N/A N/A N/A N/A 62.22% 78.43% 62.22% 78.43% N/A N/A N/A N/A
1759 hologram 1,855,023 No No Yes N/A N/A N/A N/A N/A 79.69% 75.93% 79.69% 75.93% N/A N/A N/A N/A
1760 singledispatch 1,851,953 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 11.76% 11.76% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1761 num2words 1,850,914 No No No N/A N/A N/A N/A N/A 0.28% 0.00% 0.28% 0.00% N/A N/A N/A N/A
1762 stepfunctions 1,849,449 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1763 auth0-python 1,842,419 Yes No No N/A N/A N/A N/A N/A 96.82% 89.27% 95.75% 74.45% 75.96% 98.79% COMPLETE ERROR_ON_MISSING_STUB
1764 pyaes 1,839,570 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1765 django-appconf 1,839,256 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1766 ufmt 1,834,516 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1767 hf-transfer 1,833,304 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1768 pygeohash 1,830,784 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1769 python-rapidjson 1,827,607 No No No N/A N/A N/A N/A N/A 33.73% 20.59% 33.73% 20.59% N/A N/A N/A N/A
1770 pytest-socket 1,825,232 No No No N/A N/A N/A N/A N/A 13.64% 26.32% 13.64% 26.32% N/A N/A N/A N/A
1771 tensorflow-hub 1,823,539 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1772 pywinpty 1,820,823 No No No N/A N/A N/A N/A N/A 55.56% 29.41% 55.56% 29.41% N/A N/A N/A N/A
1773 cli-exit-tools 1,819,923 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1774 pdm-backend 1,818,155 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1775 azure 1,818,030 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1776 lib-detect-testenv 1,818,018 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1777 apache-airflow-providers-mongo 1,813,811 No No No N/A N/A N/A N/A N/A 100.00% 83.33% 100.00% 83.33% N/A N/A N/A N/A
1778 diff-match-patch 1,812,207 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1779 dbutils 1,810,049 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1780 python-iso639 1,808,646 No No Yes N/A N/A N/A N/A N/A 90.00% 100.00% 90.00% 100.00% N/A N/A N/A N/A
1781 dbt-databricks 1,808,536 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1782 partial-json-parser 1,807,385 No No No N/A N/A N/A N/A N/A 82.86% 41.18% 82.86% 41.18% N/A N/A N/A N/A
1783 types-beautifulsoup4 1,806,441 No No Yes N/A N/A N/A N/A N/A 55.78% 77.63% 55.78% 77.63% N/A N/A N/A N/A
1784 cftime 1,802,282 No No No N/A N/A N/A N/A N/A 14.29% 0.00% 14.29% 0.00% N/A N/A N/A N/A
1785 pytest-messenger 1,801,421 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1786 boa-str 1,800,422 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1787 llama-index-readers-file 1,797,759 No No No N/A N/A N/A N/A N/A 92.26% 96.97% 92.26% 96.97% N/A N/A N/A N/A
1788 django-model-utils 1,797,339 No No Yes N/A N/A N/A N/A N/A 98.32% 97.58% 98.32% 97.58% N/A N/A N/A N/A
1789 cairosvg 1,795,838 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1790 dagster-pipes 1,794,013 No No Yes N/A N/A N/A N/A N/A 100.00% 94.12% 100.00% 94.12% N/A N/A N/A N/A
1791 mypy-boto3-ssm 1,792,333 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1792 pure-sasl 1,791,028 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1793 azure-mgmt-datalake-analytics 1,790,853 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1794 sacremoses 1,787,075 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1795 channels 1,785,721 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 65.83% 62.32% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1796 redis-py-cluster 1,785,103 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1797 ckzg 1,784,729 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1798 fpdf2 1,782,106 Yes No No N/A N/A N/A N/A N/A 29.92% 26.77% 61.71% 64.54% 82.94% 69.08% COMPLETE ERROR_ON_MISSING_STUB
1799 pyspark-dist-explore 1,781,724 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1800 types-croniter 1,781,576 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1801 gitdb2 1,781,502 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1802 jproperties 1,780,445 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1803 pyclipper 1,778,565 No No No N/A N/A N/A N/A N/A -1.00% 0.00% -1.00% 0.00% N/A N/A N/A N/A
1804 pyqt5-qt5 1,776,086 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1805 cheroot 1,774,936 No No Yes N/A N/A N/A N/A N/A 36.36% 33.33% 36.36% 33.33% N/A N/A N/A N/A
1806 mypy-boto3-iam 1,771,459 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1807 vertica-python 1,770,954 No No No N/A N/A N/A N/A N/A 53.73% 52.91% 53.73% 52.91% N/A N/A N/A N/A
1808 pylint-plugin-utils 1,770,662 No No No N/A N/A N/A N/A N/A 14.81% 7.14% 14.81% 7.14% N/A N/A N/A N/A
1809 kazoo 1,770,332 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1810 pyiceberg 1,768,310 No No Yes N/A N/A N/A N/A N/A 29.16% 25.81% 29.16% 25.81% N/A N/A N/A N/A
1811 pympler 1,767,466 No No Yes N/A N/A N/A N/A N/A 15.28% 14.61% 15.28% 14.61% N/A N/A N/A N/A
1812 bump2version 1,767,329 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1813 flake8-docstrings 1,767,321 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 62.50% 37.50% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1814 autobahn 1,765,139 No No No N/A N/A N/A N/A N/A 7.58% 7.00% 7.58% 7.00% N/A N/A N/A N/A
1815 rq 1,761,763 No No Yes N/A N/A N/A N/A N/A 70.43% 40.67% 70.43% 40.67% N/A N/A N/A N/A
1816 txaio 1,761,595 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1817 bashlex 1,760,117 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1818 json-repair 1,757,710 No No Yes N/A N/A N/A N/A N/A 97.56% 80.65% 97.56% 80.65% N/A N/A N/A N/A
1819 wordcloud 1,757,458 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1820 types-psutil 1,757,145 No No Yes N/A N/A N/A N/A N/A 43.75% 33.46% 43.75% 33.46% N/A N/A N/A N/A
1821 langchain-anthropic 1,754,058 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1822 llama-index-readers-llama-parse 1,753,689 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1823 flatten-json 1,752,641 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1824 puremagic 1,751,526 No No Yes N/A N/A N/A N/A N/A 70.97% 83.33% 70.97% 83.33% N/A N/A N/A N/A
1825 llama-index-agent-openai 1,749,646 No No No N/A N/A N/A N/A N/A 100.00% 97.67% 100.00% 97.67% N/A N/A N/A N/A
1826 codespell 1,748,493 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1827 requests-futures 1,747,399 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1828 azure-schemaregistry 1,745,796 No No Yes N/A N/A N/A N/A N/A 44.66% 41.95% 44.66% 41.95% N/A N/A N/A N/A
1829 webargs 1,744,118 No No Yes N/A N/A N/A N/A N/A 64.39% 54.86% 64.39% 54.86% N/A N/A N/A N/A
1830 vulture 1,742,556 No No No N/A N/A N/A N/A N/A 0.00% 1.11% 0.00% 1.11% N/A N/A N/A N/A
1831 boto3-type-annotations 1,742,230 No No No N/A N/A N/A N/A N/A 100.00% 84.78% 100.00% 84.78% N/A N/A N/A N/A
1832 compressed-tensors 1,741,204 No No No N/A N/A N/A N/A N/A 90.52% 65.23% 90.52% 65.23% N/A N/A N/A N/A
1833 open-clip-torch 1,737,344 No No No N/A N/A N/A N/A N/A 53.78% 11.04% 53.78% 11.04% N/A N/A N/A N/A
1834 types-pymysql 1,737,050 No No Yes N/A N/A N/A N/A N/A 83.08% 78.32% 83.08% 78.32% N/A N/A N/A N/A
1835 grpclib 1,734,372 No No Yes N/A N/A N/A N/A N/A 97.20% 99.39% 97.20% 99.39% N/A N/A N/A N/A
1836 azure-mgmt-consumption 1,734,121 No No Yes N/A N/A N/A N/A N/A 80.92% 63.00% 80.92% 63.00% N/A N/A N/A N/A
1837 iopath 1,732,642 No No No N/A N/A N/A N/A N/A 94.74% 91.24% 94.74% 91.24% N/A N/A N/A N/A
1838 plumbum 1,732,514 No No No N/A N/A N/A N/A N/A 3.92% 6.45% 3.92% 6.45% N/A N/A N/A N/A
1839 sarif-om 1,730,182 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1840 django-phonenumber-field 1,727,741 No No No N/A N/A N/A N/A N/A 0.00% 2.56% 0.00% 2.56% N/A N/A N/A N/A
1841 shtab 1,727,649 No No Yes N/A N/A N/A N/A N/A 28.99% 19.44% 28.99% 19.44% N/A N/A N/A N/A
1842 cairocffi 1,726,260 No No No cairocffi-stubs N/A N/A N/A N/A 0.00% 0.00% 79.71% 66.76% N/A N/A N/A N/A
1843 ifaddr 1,725,643 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1844 pytest-playwright 1,724,522 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1845 social-auth-core 1,724,341 No No Yes N/A N/A N/A N/A N/A 22.61% 19.81% 22.61% 19.81% N/A N/A N/A N/A
1846 pyramid-mako 1,722,747 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1847 expandvars 1,720,669 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1848 urwid 1,719,904 No No No N/A N/A N/A N/A N/A 82.39% 83.06% 82.39% 83.06% N/A N/A N/A N/A
1849 editdistance 1,714,800 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 83.33% 80.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1850 weread2notionpro 1,713,149 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1851 soda-core-spark 1,710,978 No No No N/A N/A N/A N/A N/A 97.26% 60.71% 97.26% 60.71% N/A N/A N/A N/A
1852 pamqp 1,708,434 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1853 pynndescent 1,706,624 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1854 pyramid-debugtoolbar 1,706,168 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1855 gym-notices 1,705,670 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1856 onnxruntime-gpu 1,705,463 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1857 pytest-subtests 1,703,106 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1858 folium 1,702,808 No No Yes N/A N/A N/A N/A N/A 62.67% 50.00% 62.67% 50.00% N/A N/A N/A N/A
1859 pdfkit 1,701,745 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1860 branca 1,699,566 No No Yes N/A N/A N/A N/A N/A 92.97% 83.08% 92.97% 83.08% N/A N/A N/A N/A
1861 sphinxcontrib-mermaid 1,697,531 No No No N/A N/A N/A N/A N/A 10.26% 5.00% 10.26% 5.00% N/A N/A N/A N/A
1862 ip3country 1,697,299 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1863 openlineage-airflow 1,696,885 No No No N/A N/A N/A N/A N/A 57.02% 57.02% 57.02% 57.02% N/A N/A N/A N/A
1864 pymilvus 1,695,305 No No No N/A N/A N/A N/A N/A 65.38% 20.35% 65.38% 20.35% N/A N/A N/A N/A
1865 types-pillow 1,694,798 No No Yes N/A N/A N/A N/A N/A 55.36% 60.35% 55.36% 60.35% N/A N/A N/A N/A
1866 premailer 1,692,949 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1867 dagster-graphql 1,690,476 No No Yes N/A N/A N/A N/A N/A 84.41% 50.97% 84.41% 50.97% N/A N/A N/A N/A
1868 arviz 1,689,886 No No Yes N/A N/A N/A N/A N/A 8.65% 9.89% 8.65% 9.89% N/A N/A N/A N/A
1869 wrapt-timeout-decorator 1,688,481 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1870 llama-index-embeddings-openai 1,685,188 No No No N/A N/A N/A N/A N/A 100.00% 82.35% 100.00% 82.35% N/A N/A N/A N/A
1871 pycurl 1,682,699 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 7.65% 9.76% 87.50% 77.27% COMPLETE ERROR_ON_MISSING_STUB
1872 gcovr 1,680,306 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1873 azure-loganalytics 1,677,038 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1874 ecos 1,676,139 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1875 pydata-sphinx-theme 1,674,097 No No No N/A N/A N/A N/A N/A 74.74% 71.70% 74.74% 71.70% N/A N/A N/A N/A
1876 virtualenv-clone 1,673,867 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1877 umap-learn 1,673,837 No No No N/A N/A N/A N/A N/A 0.10% 0.00% 0.10% 0.00% N/A N/A N/A N/A
1878 pyramid-jinja2 1,670,841 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1879 priority 1,670,727 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1880 rembg 1,670,308 No No No N/A N/A N/A N/A N/A 66.03% 28.35% 66.03% 28.35% N/A N/A N/A N/A
1881 azure-mgmt-apimanagement 1,669,826 No No Yes N/A N/A N/A N/A N/A 92.37% 75.34% 92.37% 75.34% N/A N/A N/A N/A
1882 safehttpx 1,668,108 No No No N/A N/A N/A N/A N/A 100.00% 66.67% 100.00% 66.67% N/A N/A N/A N/A
1883 databricks-pypi2 1,663,570 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1884 chex 1,662,892 No No No N/A N/A N/A N/A N/A 27.41% 18.63% 27.41% 18.63% N/A N/A N/A N/A
1885 testpath 1,659,472 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1886 flashtext 1,654,420 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1887 langchain-experimental 1,653,932 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1888 robotframework-pythonlibcore 1,653,302 No No No N/A N/A N/A N/A N/A 52.54% 26.19% 52.54% 26.19% N/A N/A N/A N/A
1889 mysql-connector 1,650,240 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1890 conan 1,649,209 No No No conan-stubs N/A N/A N/A N/A 6.03% 2.90% 15.10% 19.60% N/A N/A N/A N/A
1891 ansible-lint 1,648,863 No No Yes N/A N/A N/A N/A N/A 99.73% 99.45% 99.73% 99.45% N/A N/A N/A N/A
1892 tox-uv 1,642,476 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1893 pymongo-auth-aws 1,639,002 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1894 rfc3987 1,638,895 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1895 backports-functools-lru-cache 1,638,857 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1896 qpsolvers 1,636,827 No No Yes N/A N/A N/A N/A N/A 95.81% 79.81% 95.81% 79.81% N/A N/A N/A N/A
1897 instructor 1,636,651 No No No N/A N/A N/A N/A N/A 93.25% 70.81% 93.25% 70.81% N/A N/A N/A N/A
1898 jschema-to-python 1,636,545 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1899 googlemaps 1,634,266 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1900 mypy-boto3-ecr 1,631,638 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1901 pymatting 1,625,512 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1902 tzfpy 1,624,399 No No Yes N/A N/A N/A N/A N/A 100.00% 54.55% 100.00% 54.55% N/A N/A N/A N/A
1903 types-mock 1,623,855 No No Yes N/A N/A N/A N/A N/A 76.76% 100.00% 76.76% 100.00% N/A N/A N/A N/A
1904 mypy-boto3-athena 1,623,247 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1905 llama-index-program-openai 1,621,430 No No No N/A N/A N/A N/A N/A 96.00% 90.91% 96.00% 90.91% N/A N/A N/A N/A
1906 giturlparse 1,621,228 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1907 llama-index-multi-modal-llms-openai 1,619,838 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1908 pint 1,618,735 No No Yes N/A N/A N/A N/A N/A 43.63% 26.56% 43.63% 26.56% N/A N/A N/A N/A
1909 sseclient-py 1,617,482 No No Yes N/A N/A N/A N/A N/A 33.33% 75.00% 33.33% 75.00% N/A N/A N/A N/A
1910 arch 1,616,840 No No Yes N/A N/A N/A N/A N/A 99.62% 99.15% 99.62% 99.15% N/A N/A N/A N/A
1911 azure-cli-telemetry 1,616,708 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1912 launchdarkly-eventsource 1,611,435 No No No N/A N/A N/A N/A N/A 63.64% 32.89% 63.64% 32.89% N/A N/A N/A N/A
1913 mypy-boto3-kinesis 1,611,153 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1914 inquirer 1,610,011 No No No N/A N/A N/A N/A N/A 0.87% 5.19% 0.87% 5.19% N/A N/A N/A N/A
1915 django-celery-results 1,608,581 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1916 types-psycopg2 1,606,812 No No Yes N/A N/A N/A N/A N/A 63.48% 77.40% 63.48% 77.40% N/A N/A N/A N/A
1917 cdk-nag 1,605,571 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1918 cmd2 1,604,325 No No Yes N/A N/A N/A N/A N/A 81.70% 97.40% 81.70% 97.40% N/A N/A N/A N/A
1919 slack-bolt 1,603,816 No No Yes N/A N/A N/A N/A N/A 98.71% 84.10% 98.71% 84.10% N/A N/A N/A N/A
1920 uwsgi 1,600,435 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1921 click-spinner 1,600,023 Yes No No N/A N/A N/A N/A N/A 0.00% 0.00% 21.57% 23.26% N/A N/A COMPLETE ERROR_ON_MISSING_STUB
1922 timeout-decorator 1,598,889 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1923 optax 1,597,668 No No No N/A N/A N/A N/A N/A 56.93% 31.43% 56.93% 31.43% N/A N/A N/A N/A
1924 groq 1,597,425 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1925 kaitaistruct 1,597,196 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1926 pybuildkite 1,596,583 No No No N/A N/A N/A N/A N/A 12.76% 0.00% 12.76% 0.00% N/A N/A N/A N/A
1927 pulp 1,596,418 No No No N/A N/A N/A N/A N/A 17.72% 12.65% 17.72% 12.65% N/A N/A N/A N/A
1928 port-for 1,595,671 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1929 langfuse 1,590,354 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1930 flask-openid 1,584,386 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1931 nvidia-cusolver-cu11 1,584,228 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1932 azure-mgmt-relay 1,583,465 No No No N/A N/A N/A N/A N/A 8.84% 14.29% 8.84% 14.29% N/A N/A N/A N/A
1933 flask-restx 1,582,584 No No No N/A N/A N/A N/A N/A 0.24% 0.36% 0.24% 0.36% N/A N/A N/A N/A
1934 yamale 1,581,891 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1935 cloud-sql-python-connector 1,579,689 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1936 types-aiobotocore 1,578,841 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1937 gdown 1,578,613 No No No N/A N/A N/A N/A N/A 2.60% 4.00% 2.60% 4.00% N/A N/A N/A N/A
1938 dbl-tempo 1,577,441 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1939 simsimd 1,575,258 No No Yes N/A N/A N/A N/A N/A 19.86% 44.00% 19.86% 44.00% N/A N/A N/A N/A
1940 sounddevice 1,573,706 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1941 filterpy 1,571,037 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1942 azure-mgmt-notificationhubs 1,569,630 No No No N/A N/A N/A N/A N/A 87.79% 77.33% 87.79% 77.33% N/A N/A N/A N/A
1943 sudachidict-core 1,569,568 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1944 gspread-dataframe 1,568,740 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1945 nvidia-cuda-cupti-cu11 1,568,518 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1946 imagehash 1,566,927 No No Yes N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1947 types-simplejson 1,565,858 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1948 aiomysql 1,565,067 No No No N/A N/A N/A N/A N/A 0.00% 0.65% 0.00% 0.65% N/A N/A N/A N/A
1949 albucore 1,565,060 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1950 pywinrm 1,564,368 No No Yes N/A N/A N/A N/A N/A 80.69% 73.08% 80.69% 73.08% N/A N/A N/A N/A
1951 respx 1,564,347 No No Yes N/A N/A N/A N/A N/A 88.89% 80.73% 88.89% 80.73% N/A N/A N/A N/A
1952 nvidia-cusparse-cu11 1,563,733 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1953 opencv-contrib-python-headless 1,561,956 No No No N/A N/A N/A N/A N/A 10.11% 10.42% 10.11% 10.42% N/A N/A N/A N/A
1954 nvidia-cufft-cu11 1,558,937 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1955 pyudev 1,558,593 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1956 curl-cffi 1,558,078 No No Yes N/A N/A N/A N/A N/A 83.23% 53.78% 83.23% 53.78% N/A N/A N/A N/A
1957 llama-index-cli 1,557,322 No No No N/A N/A N/A N/A N/A 92.50% 60.00% 92.50% 60.00% N/A N/A N/A N/A
1958 nvidia-curand-cu11 1,557,122 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1959 parsel 1,553,617 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1960 tecton 1,551,280 No No Yes N/A N/A N/A N/A N/A 62.38% 37.58% 62.38% 37.58% N/A N/A N/A N/A
1961 tensorflow-datasets 1,550,409 No No No N/A N/A N/A N/A N/A 47.14% 30.20% 47.14% 30.20% N/A N/A N/A N/A
1962 patch-ng 1,549,592 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1963 smmap2 1,548,085 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1964 statsig 1,545,664 No No Yes N/A N/A N/A N/A N/A 56.07% 17.72% 56.07% 17.72% N/A N/A N/A N/A
1965 youtube-transcript-api 1,545,614 No No Yes N/A N/A N/A N/A N/A 97.32% 91.78% 97.32% 91.78% N/A N/A N/A N/A
1966 llama-index-question-gen-openai 1,544,459 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1967 embedchain 1,543,580 No No No N/A N/A N/A N/A N/A 73.06% 31.05% 73.06% 31.05% N/A N/A N/A N/A
1968 pulumi-aws 1,542,272 No No Yes N/A N/A N/A N/A N/A 63.06% 94.06% 63.06% 94.06% N/A N/A N/A N/A
1969 llama-cloud 1,541,354 No No No N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1970 azure-cli 1,540,950 No No No N/A N/A N/A N/A N/A 2.16% 1.74% 2.16% 1.74% N/A N/A N/A N/A
1971 django-crispy-forms 1,539,142 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1972 openxlab 1,537,487 No No No N/A N/A N/A N/A N/A 41.24% 37.35% 41.24% 37.35% N/A N/A N/A N/A
1973 editorconfig 1,536,858 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1974 nvidia-nvtx-cu11 1,536,096 No No No N/A N/A N/A N/A N/A -1.00% -1.00% -1.00% -1.00% N/A N/A N/A N/A
1975 supervision 1,535,552 No No Yes N/A N/A N/A N/A N/A 95.77% 89.21% 95.77% 89.21% N/A N/A N/A N/A
1976 pyppeteer 1,535,495 No No No N/A N/A N/A N/A N/A 99.62% 100.00% 99.62% 100.00% N/A N/A N/A N/A
1977 arabic-reshaper 1,535,011 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1978 pytest-dotenv 1,534,333 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1979 django-simple-history 1,532,276 No No No N/A N/A N/A N/A N/A 14.72% 16.35% 14.72% 16.35% N/A N/A N/A N/A
1980 azure-mgmt-logic 1,530,916 No No Yes N/A N/A N/A N/A N/A 80.15% 72.67% 80.15% 72.67% N/A N/A N/A N/A
1981 xgrammar 1,530,482 No No Yes N/A N/A N/A N/A N/A 85.71% 60.75% 85.71% 60.75% N/A N/A N/A N/A
1982 category-encoders 1,527,582 No No No N/A N/A N/A N/A N/A 46.01% 54.68% 46.01% 54.68% N/A N/A N/A N/A
1983 jaxtyping 1,525,747 No No Yes N/A N/A N/A N/A N/A 44.23% 31.82% 44.23% 31.82% N/A N/A N/A N/A
1984 pyquery 1,523,272 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1985 pytest-assume 1,521,626 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1986 aliyun-python-sdk-kms 1,521,186 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1987 pinecone-plugin-interface 1,518,884 No No Yes N/A N/A N/A N/A N/A 30.00% 0.00% 30.00% 0.00% N/A N/A N/A N/A
1988 javaproperties 1,516,808 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1989 azure-mgmt-hdinsight 1,513,503 No No No N/A N/A N/A N/A N/A 3.24% 6.67% 3.24% 6.67% N/A N/A N/A N/A
1990 segment-analytics-python 1,513,375 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1991 robotframework-seleniumlibrary 1,513,283 No No No N/A N/A N/A N/A N/A 67.79% 11.49% 67.79% 11.49% N/A N/A N/A N/A
1992 asgi-lifespan 1,512,670 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1993 openlineage-sql 1,510,766 No No No N/A N/A N/A N/A N/A 72.73% 100.00% 72.73% 100.00% N/A N/A N/A N/A
1994 types-pygments 1,510,643 No No Yes N/A N/A N/A N/A N/A 36.44% 50.97% 36.44% 50.97% N/A N/A N/A N/A
1995 j2cli 1,508,433 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1996 aio-pika 1,507,316 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1997 backports-weakref 1,505,935 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A
1998 syrupy 1,503,619 No No Yes N/A N/A N/A N/A N/A 100.00% 100.00% 100.00% 100.00% N/A N/A N/A N/A
1999 social-auth-app-django 1,503,547 No No Yes N/A N/A N/A N/A N/A 5.22% 5.81% 5.22% 5.81% N/A N/A N/A N/A
2000 requests-unixsocket 1,502,180 No No No N/A N/A N/A N/A N/A 0.00% 0.00% 0.00% 0.00% N/A N/A N/A N/A

Historical Data