lmmx · April 4, 2026 13:16
diff --git a/0_query_permalink.md b/0_query_permalink.md
diff --git a/1_package_deps_since_2024.sql b/1_package_deps_since_2024.sql
 WITH earliest_packages AS (
    -- Get the first release for each package (regardless of year), only keep packages first uploaded since 2020
    SELECT *
    FROM (
        SELECT *,
               row_number() OVER (PARTITION BY name, author ORDER BY upload_time ASC) AS rn
        FROM pypi.projects
        WHERE toYear(upload_time) >= 2024
    )
    WHERE rn = 1
 ),
 total_packages AS (
    -- Count total number of packages in this subset
    SELECT count(*) AS total_pkg
    FROM earliest_packages
 )
 SELECT
    lower(
        splitByChar('~', splitByChar('=', splitByChar(';', splitByChar(' ', splitByChar('!', splitByChar('>', splitByChar('<', splitByChar('[', arrayJoin(requires_dist))[1])[1])[1])[1])[1])[1])[1])[1]
    ) AS dependency_clean,
    count(*) AS package_count,
    count(*) / (SELECT total_pkg FROM total_packages) AS proportion_of_packages
 FROM earliest_packages
 GROUP BY dependency_clean
 ORDER BY package_count DESC
diff --git a/2_package_deps_since_2020.csv b/2_package_deps_since_2020.csv
 "dependency_clean","package_count","proportion_of_packages"
 "pytest","66951",0.20057880876841358
 "numpy","60419",0.18100955993157353
 "requests","49017",0.14685025570045748
 "pandas","40481",0.12127721404839584
 "pytest-cov","33821",0.10132448942295881
 "pydantic","31353",0.09393059687407314
 "matplotlib","27965",0.08378047209464662
 "black","25098",0.07519121361099378
 "scipy","24214",0.07254283394599582
 "mypy","23566",0.07060148776622358
 "pyyaml","22400",0.06710826300447288
 "ruff","19683",0.05896839021058214
 "click","18111",0.05425882818187538
 "httpx","17484",0.05238039599866982
 "tqdm","17196",0.051517575474326595
 "rich","15975",0.04785957595966314
 "flake8","15725",0.04711059981005965
 "python-dotenv","14647",0.04388101465296939
 "torch","14175",0.042466947682518
 "sphinx","14148",0.04238605825836082
 "scikit-learn","14117",0.042293185215809985
 "pytest-asyncio","13542",0.04057054007172196
 "typing-extensions","13492",0.040420744841801255
 "pillow","13244",0.03967776050139459
 "pre-commit","12138",0.03636429001554874
 "twine","10360",0.03103757163956871
 "isort","10337",0.030968665833805187
 "fastapi","9931",0.029752328566849118
 "beautifulsoup4","9499",0.02845809778033428
 "aiohttp","9493",0.028440122352743798
 "typer","9426",0.028239396744650064
 "openai","9400",0.0281615032250913
 "jinja2","9240",0.027682158489345066
 "build","8939",0.02678039120522246
 "coverage","8758",0.026238132472909532
 "setuptools","8705",0.026079349529193593
 "uvicorn","8319",0.0249229303542058
 "odoo","8296",0.02485402454844228
 "python-dateutil","7959",0.023844404698776772
 "mcp","7871",0.023580765094116343
 "psutil","7509",0.022496247629490488
 "sqlalchemy","7138",0.021384767023478905
 "sphinx-rtd-theme","6964",0.020863479623354875
 "urllib3","6957",0.020842508291165976
 "seaborn","6494",0.01945540446210031
 "django","6413",0.01921273618962878
 "cryptography","6258",0.018748370976874613
 "pytest-mock","6096",0.01826303443193155
 "packaging","6014",0.018017370254861605
 "boto3","5936",0.017783689696185316
 "transformers","5768",0.017280377723651767
 "lxml","5662",0.016962811836219886
 "networkx","5550",0.016627270521197522
 "loguru","5358",0.01605205683830204
 "flask","5267",0.01577942951984637
 "opencv-python","5242",0.01570453190488602
 "openpyxl","5129",0.015365994685265243
 "ipython","5116",0.015327047925485861
 "colorama","4833",0.014479206924134708
 "pyarrow","4763",0.01426949360224573
 "plotly","4488",0.013445619837681888
 "pydantic-settings","4322",0.01294829967434517
 "pytz","4318",0.012936316055951514
 "wheel","4208",0.012606766550125978
 "redis","4029",0.012070499627009878
 "tox","3988",0.011947667538474906
 "six","3959",0.011860786305120899
 "protobuf","3900",0.011684027933814475
 "tabulate","3820",0.011444355565941358
 "h5py","3806",0.011402412901563562
 "pylint","3714",0.011126789678509478
 "numba","3707",0.01110581834632058
 "mkdocs-material","3599",0.010782260649691872
 "torchvision","3543",0.01061448999218069
 "mkdocs","3517",0.010536596472621926
 "anthropic","3415",0.0102310142035837
 "pytest-xdist","3414",0.010228018298985286
 "certifi","3409",0.010213038775993217
 "jsonschema","3322",0.009952395075931202
 "websockets","3301",0.009889481079364508
 "joblib","3291",0.009859522033380369
 "myst-parser","3253",0.009745677658640638
 "toml","3202",0.009592886524121526
 "scikit-image","3132",0.009383173202232548
 "langchain","3031",0.009080586837792738
 "gitpython","2927",0.008769012759557685
 "ipykernel","2922",0.008754033236565616
 "pyjwt","2911",0.00872107828598306
 "importlib-metadata","2907",0.008709094667589404
 "psycopg2-binary","2899",0.008685127430802093
 "validators","2858",0.00856229534226712
 "fastmcp","2840",0.008508369059495669
 "attrs","2837",0.008499381345700427
 "tomli","2831",0.008481405918109943
 "pygments","2788",0.008352582020378143
 "tensorflow","2758",0.008262704882425724
 "sentence-transformers","2718",0.008142868698489165
 "jupyter","2689",0.00805598746513516
 "shapely","2680",0.008029024323749434
 "tenacity","2648",0.007933155376600188
 "mkdocstrings","2617",0.007840282334049355
 "aiofiles","2534",0.007591622252380996
 "statsmodels","2486",0.007447818831657124
 "tiktoken","2467",0.007390896644287259
 "datasets","2373",0.007109281612036346
 "polars","2359",0.007067338947658551
 "sphinx-copybutton","2341",0.0070134126648870995
 "discordautochat","2328",0.006974465905107718
 "discorudo","2327",0.006971470000509304
 "idna","2288",0.006854629721171159
 "xarray","2261",0.006773740297013982
 "sphinx-autodoc-typehints","2260",0.006770744392415568
 "anyio","2254",0.006752768964825084
 "langchain-core","2254",0.006752768964825084
 "platformdirs","2199",0.006587994211912316
 "ipywidgets","2189",0.006558035165928176
 "streamlit","2149",0.006438198981991617
 "orjson","2134",0.006393260413015408
 "types-requests","2085",0.006246461087693124
 "jax","2085",0.006246461087693124
 "astropy","2081",0.006234477469299468
 "nltk","2061",0.0061745593773311885
 "python-multipart","2029",0.006078690430181942
 "grpcio","2023",0.006060715002591458
 "furo","2012",0.006027760052008904
 "selenium","2012",0.006027760052008904
 "pymongo","1985",0.005946870627851726
 "charset-normalizer","1974",0.005913915677269173
 "sympy","1923",0.0057611245427500605
 "playwright","1905",0.005707198259978609
 "pyqt5","1856",0.005560398934656325
 "huggingface-hub","1855",0.005557403030057911
 "markdown","1854",0.005554407125459497
 "nbsphinx","1832",0.00548849722429439
 "starlette","1832",0.00548849722429439
 "geopandas","1822",0.00545853817831025
 "dask","1797",0.005383640563349901
 "cython","1769",0.00529975523459431
 "docker","1768",0.005296759329995896
 "accelerate","1749",0.005239837142626031
 "pycryptodome","1739",0.005209878096641891
 "hypothesis","1658",0.004967209824170359
 "pyserial","1639",0.004910287636800494
 "watchdog","1637",0.004904295827603666
 "google-generativeai","1615",0.004838385926438558
 "langchain-openai","1613",0.0048323941172417305
 "llama-index-core","1608",0.004817414594249661
 "bandit","1597",0.004784459643667107
 "opentelemetry-api","1595",0.004778467834470279
 "pymysql","1579",0.004730533360895656
 "cachetools","1559",0.004670615268927376
 "markupsafe","1558",0.004667619364328962
 "regex","1545",0.004628672604549581
 "types-pyyaml","1541",0.004616688986155925
 "botocore","1501",0.004496852802219366
 "textual","1495",0.004478877374628883
 "typing_extensions","1469",0.0044009838550701195
 "bs4","1467",0.004394992045873292
 "pytest-timeout","1449",0.004341065763101839
 "djangorestframework","1423",0.004263172243543076
 "fsspec","1408",0.004218233674566867
 "einops","1406",0.004212241865370039
 "docutils","1403",0.004203254151574797
 "pyparsing","1389",0.0041613114871970015
 "structlog","1389",0.0041613114871970015
 "numpydoc","1387",0.0041553196780001736
 "langchain-community","1372",0.004110381109023964
 "opentelemetry-sdk","1362",0.0040804220630398244
 "filelock","1360",0.0040744302538429965
 "biopython","1360",0.0040744302538429965
 "asyncpg","1357",0.004065442540047755
 "dill","1356",0.004062446635449341
 "litellm","1354",0.004056454826252513
 "pyperclip","1337",0.004005524448079475
 "termcolor","1334",0.003996536734284233
 "spacy","1334",0.003996536734284233
 "chardet","1333",0.0039935408296858195
 "werkzeug","1327",0.003975565402095336
 "netcdf4","1326",0.003972569497496922
 "jupyterlab","1326",0.003972569497496922
 "cffi","1326",0.003972569497496922
 "onnxruntime","1322",0.003960585879103266
 "importlib-resources","1314",0.003936618642315954
 "google-api-python-client","1314",0.003936618642315954
 "google-auth","1305",0.0039096555009302284
 "prompt-toolkit","1299",0.0038916800733397447
 "chromadb","1294",0.003876700550347675
 "pip","1290",0.003864716931954019
 "prometheus-client","1286",0.003852733313560363
 "pymupdf","1284",0.003846741504363535
 "mock","1281",0.0038377537905682933
 "aiosqlite","1273",0.0038137865537809816
 "python-docx","1258",0.0037688479848047717
 "alembic","1257",0.0037658520802063577
 "paramiko","1246",0.003732897129623804
 "appdirs","1241",0.0037179176066317343
 "sentencepiece","1240",0.0037149217020333203
 "duckdb","1236",0.0037029380836396644
 "keyring","1228",0.0036789708468523527
 "websocket-client","1222",0.003660995419261869
 "pywin32","1214",0.003637028182474557
 "pytest-benchmark","1207",0.0036160568502856595
 "opencv-python-headless","1198",0.0035890937088999338
 "torchaudio","1184",0.0035471510445221383
 "graphviz","1183",0.0035441551399237243
 "faiss-cpu","1173",0.0035141960939395847
 "xmltodict","1166",0.003493224761750687
 "imageio","1151",0.0034482861927744774
 "xgboost","1151",0.0034482861927744774
 "tzdata","1144",0.0034273148605855797
 "msgpack","1143",0.0034243189559871657
 "ruamel.yaml","1132",0.003391364005404612
 "pyright","1130",0.003385372196207784
 "pyproj","1116",0.0033434295318299882
 "tensorboard","1116",0.0033434295318299882
 "langgraph","1115",0.0033404336272315743
 "pydata-sphinx-theme","1113",0.0033344418180347463
 "sniffio","1112",0.0033314459134363324
 "google-genai","1101",0.0032984909628537788
 "notebook","1098",0.003289503249058537
 "librosa","1094",0.003277519630664881
 "wandb","1088",0.003259544203074397
 "psycopg","1081",0.0032385728708854995
 "more-itertools","1078",0.0032295851570902576
 "rasterio","1077",0.0032265892524918436
 "colorlog","1062",0.003181650683515634
 "pypdf","1062",0.003181650683515634
 "pyside6","1052",0.0031516916375314945
 "pytest-django","1051",0.0031486957329330805
 "gunicorn","1049",0.0031427039237362526
 "asyncio","1027",0.0030767940225711454
 "yarl","1026",0.0030737981179727314
 "sphinx_rtd_theme","1022",0.0030618144995790755
 "psycopg2","1021",0.0030588185949806616
 "responses","1014",0.003037847262791764
 "jaxlib","1013",0.00303485135819335
 "ollama","1013",0.00303485135819335
 "check-manifest","1013",0.00303485135819335
 "sphinx-autobuild","1005",0.003010884121406038
 "pygame","999",0.0029929086938155543
 "requests-mock","986",0.0029539619340361724
 "xlrd","984",0.0029479701248393444
 "requests-toolbelt","982",0.0029419783156425165
 "nbformat","979",0.0029329906018472746
 "faker","977",0.0029269987926504467
 "soundfile","976",0.0029240028880520327
 "distro","972",0.002912019269658377
 "google-cloud-storage","968",0.002900035651264721
 "optuna","958",0.0028700766052805813
 "argparse","957",0.0028670807006821674
 "azure-identity","946",0.0028341257500996138
 "pip-tools","934",0.002798174894918646
 "prettytable","930",0.0027861912765249903
 "sphinx-design","920",0.0027562322305408507
 "tomlkit","914",0.002738256802950367
 "tokenizers","910",0.002726273184556711
 "pyqt6","903",0.0027053018523678133
 "celery","895",0.0026813346155805016
 "tifffile","883",0.002645383760399534
 "pydub","877",0.00262740833280905
 "questionary","873",0.0026154247144153943
 "markdown-it-py","864",0.0025884615730296687
 "bcrypt","861",0.0025794738592344263
 "gradio","860",0.0025764779546360124
 "greenlet","850",0.0025465189086518727
 "wrapt","848",0.002540527099455045
 "dnspython","840",0.002516559862667733
 "pyspark","839",0.002513563958069319
 "pypdf2","839",0.002513563958069319
 "respx","838",0.002510568053470905
 "cloudpickle","829",0.0024836049120851795
 "nbconvert","828",0.0024806090074867655
 "pathspec","826",0.0024746171982899376
 "omegaconf","823",0.0024656294844946957
 "tornado","819",0.00245364586610104
 "nonebot2","817",0.002447654056904212
 "nest-asyncio","817",0.002447654056904212
 "python-jose","813",0.002435670438510556
 "fire","813",0.002435670438510556
 "grpcio-tools","810",0.002426682724715314
 "zarr","809",0.0024236868201169
 "ray","809",0.0024236868201169
 "types-setuptools","807",0.0024176950109200722
 "pygithub","806",0.0024146991063216583
 "pyopenssl","805",0.0024117032017232443
 "onnx","801",0.0023997195833295884
 "flask-cors","796",0.0023847400603375186
 "annotated-types","791",0.002369760537345449
 "kubernetes","790",0.002366764632747035
 "xlsxwriter","787",0.002357776918951793
 "google-auth-oauthlib","783",0.002345793300558137
 "sentry-sdk","783",0.002345793300558137
 "unidecode","777",0.0023278178729676533
 "pyzmq","773",0.0023158342545739974
 "gymnasium","757",0.002267899780999374
 "web3","753",0.002255916162605718
 "apscheduler","749",0.0022439325442120623
 "defusedxml","748",0.0022409366396136483
 "dash","745",0.0022319489258184064
 "fonttools","744",0.0022289530212199924
 "pycparser","744",0.0022289530212199924
 "reportlab","742",0.0022229612120231645
 "typing","737",0.0022079816890310947
 "qtpy","737",0.0022079816890310947
 "mysql-connector-python","736",0.0022049857844326807
 "bump2version","732",0.002193002166039025
 "deprecated","728",0.0021810185476453686
 "timm","725",0.0021720308338501267
 "h11","724",0.0021690349292517127
 "bitsandbytes","721",0.002160047215456471
 "scanpy","718",0.002151059501661229
 "pint","715",0.002142071787865987
 "natsort","713",0.002136079978669159
 "python-magic","713",0.002136079978669159
 "zipp","708",0.0021211004556770893
 "safetensors","707",0.0021181045510786753
 "rapidfuzz","705",0.0021121127418818474
 "backoff","693",0.00207616188670088
 "uvloop","692",0.002073165982102466
 "sphinx-autoapi","689",0.002064178268307224
 "pluggy","686",0.002055190554511982
 "rdkit","684",0.002049198745315154
 "passlib","683",0.00204620284071674
 "pyodbc","683",0.00204620284071674
 "napari","678",0.0020312233177246703
 "future","672",0.0020132478901341865
 "mdurl","667",0.0019982683671421167
 "pytesseract","666",0.0019952724625437027
 "async-timeout","664",0.001989280653346875
 "anndata","663",0.001986284748748461
 "lightgbm","662",0.001983288844150047
 "azure-storage-blob","660",0.001977297034953219
 "diskcache","655",0.001962317511961149
 "bokeh","653",0.001956325702764321
 "paho-mqtt","653",0.001956325702764321
 "umap-learn","650",0.0019473379889690793
 "marshmallow","648",0.0019413461797722514
 "s3fs","648",0.0019413461797722514
 "pytest-rerunfailures","644",0.0019293625613785955
 "pydocstyle","643",0.0019263666567801816
 "tomli-w","643",0.0019263666567801816
 "tzlocal","639",0.0019143830383865257
 "sphinx-gallery","636",0.0019053953245912838
 "peft","635",0.0019023994199928698
 "qdrant-client","634",0.0018994035153944559
 "ruamel-yaml","631",0.001890415801599214
 "codecov","630",0.0018874198970007998
 "zstandard","626",0.001875436278607144
 "hydra-core","626",0.001875436278607144
 "pathlib","626",0.001875436278607144
 "coloredlogs","625",0.00187244037400873
 "kaleido","625",0.00187244037400873
 "yt-dlp","623",0.001866448564811902
 "multidict","623",0.001866448564811902
 "rdflib","622",0.001863452660213488
 "yfinance","620",0.0018574608510166602
 "ase","619",0.0018544649464182462
 "pydantic-core","618",0.0018514690418198322
 "decorator","618",0.0018514690418198322
 "groq","618",0.0018514690418198322
 "elasticsearch","617",0.0018484731372214183
 "google-api-core","617",0.0018484731372214183
 "cycler","616",0.0018454772326230043
 "itsdangerous","615",0.0018424813280245903
 "sqlmodel","615",0.0018424813280245903
 "nox","613",0.0018364895188277624
 "tree-sitter","612",0.0018334936142293484
 "coveralls","612",0.0018334936142293484
 "ujson","612",0.0018334936142293484
 "tables","611",0.0018304977096309345
 "pandas-stubs","610",0.0018275018050325205
 "mkdocstrings-python","609",0.0018245059004341065
 "setuptools-scm","605",0.0018125222820404507
 "qrcode","605",0.0018125222820404507
 "sphinx-book-theme","603",0.0018065304728436227
 "httpcore","602",0.0018035345682452088
 "pymdown-extensions","600",0.0017975427590483809
 "babel","595",0.001782563236056311
 "pexpect","591",0.0017705796176626552
 "keras","589",0.0017645878084658272
 "hatch","589",0.0017645878084658272
 "bumpver","588",0.0017615919038674133
 "nibabel","585",0.0017526041900721714
 "dataclasses-json","585",0.0017526041900721714
 "wcwidth","583",0.0017466123808753435
 "google-cloud-bigquery","581",0.0017406205716785155
 "mpmath","581",0.0017406205716785155
 "moto","579",0.0017346287624816876
 "threadpoolctl","577",0.0017286369532848597
 "webdriver-manager","572",0.0017136574302927898
 "alibabacloud-tea-util","572",0.0017136574302927898
 "safety","571",0.0017106615256943759
 "kiwisolver","571",0.0017106615256943759
 "mlflow","569",0.001704669716497548
 "google-auth-httplib2","567",0.00169867790730072
 "pyautogui","567",0.00169867790730072
 "python-slugify","567",0.00169867790730072
 "argcomplete","565",0.001692686098103892
 "pyinstaller","565",0.001692686098103892
 "sortedcontainers","562",0.00168369838430865
 "pyqtgraph","560",0.001677706575111822
 "markdownify","559",0.001674710670513408
 "typeguard","558",0.0016717147659149941
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 "bluepysnap","4",0.000011983618393655873
 "pywebpack","4",0.000011983618393655873
 "sdypy-sep005","4",0.000011983618393655873
 "opentrons","4",0.000011983618393655873
 "qtdraw","4",0.000011983618393655873
 "django-prose-editor","4",0.000011983618393655873
 "nonebot-adapter-console","4",0.000011983618393655873
 "maleo-database","4",0.000011983618393655873
 "diversipy","4",0.000011983618393655873
 "terratorch-surya","4",0.000011983618393655873
 "color-tools","4",0.000011983618393655873
 "pythclient","4",0.000011983618393655873
 "threadmem","4",0.000011983618393655873
 "patchwork","4",0.000011983618393655873
 "policyengine-uk","4",0.000011983618393655873
 "uszipcode","4",0.000011983618393655873
 "dj-search-url","4",0.000011983618393655873
 "timer4","4",0.000011983618393655873
 "nilql","4",0.000011983618393655873
 "molparse","4",0.000011983618393655873
 "natto-py","4",0.000011983618393655873
 "bbo-bbo","4",0.000011983618393655873
 "fugw","4",0.000011983618393655873
 "spark-nlp-display","3",0.000008987713795241905
 "msgpack-rpc-python","3",0.000008987713795241905
 "accelerator-toolbox","3",0.000008987713795241905
 "prefect-databricks","3",0.000008987713795241905
 "jsonld-ex","3",0.000008987713795241905
 "win_inet_pton","3",0.000008987713795241905
 "sftpserver","3",0.000008987713795241905
 "five.customerize","3",0.000008987713795241905
 "dmri-amico","3",0.000008987713795241905
 "littletable","3",0.000008987713795241905
 "imt-tree-utils","3",0.000008987713795241905
 "gpio","3",0.000008987713795241905
 "sonnia","3",0.000008987713795241905
 "spkit","3",0.000008987713795241905
 "vecx","3",0.000008987713795241905
 "vcdvcd","3",0.000008987713795241905
 "coreax","3",0.000008987713795241905
 "mpdaf","3",0.000008987713795241905
 "odoo14-addon-product-dimension","3",0.000008987713795241905
 "adafruit-circuitpython-veml7700","3",0.000008987713795241905
 "simple-file-handler","3",0.000008987713795241905
 "xstatic-smart-table","3",0.000008987713795241905
 "django-request-logging","3",0.000008987713795241905
 "datashape","3",0.000008987713795241905
 "ols-client","3",0.000008987713795241905
 "specreduce","3",0.000008987713795241905
 "gemini-model","3",0.000008987713795241905
 "torch-max-mem","3",0.000008987713795241905
 "code-bert-score","3",0.000008987713795241905
 "cccs-ipyaggrid","3",0.000008987713795241905
 "py_cpuinfo","3",0.000008987713795241905
 "flet_contribute","3",0.000008987713795241905
 "pyctuator","3",0.000008987713795241905
 "rattle-lint","3",0.000008987713795241905
 "rfc9457","3",0.000008987713795241905
 "pychalk","3",0.000008987713795241905
 "cs.range","3",0.000008987713795241905
 "sfzen","3",0.000008987713795241905
 "django-partial-date","3",0.000008987713795241905
 "sphinx-test-reports","3",0.000008987713795241905
 "usersettings","3",0.000008987713795241905
 "aethergraph","3",0.000008987713795241905
 "wintoaster","3",0.000008987713795241905
 "qualang-tools","3",0.000008987713795241905
 "metalsmith","3",0.000008987713795241905
 "ipywebrtc","3",0.000008987713795241905
 "utils-mystuff","3",0.000008987713795241905
 "python-gssapi","3",0.000008987713795241905
 "fprs","3",0.000008987713795241905
 "psrc","3",0.000008987713795241905
 "cla","3",0.000008987713795241905
 "ascii","3",0.000008987713795241905
 "pymctp","3",0.000008987713795241905
 "ufw","3",0.000008987713795241905
 "brainreg","3",0.000008987713795241905
 "yamlpath","3",0.000008987713795241905
 "clyngor-with-clingo","3",0.000008987713795241905
 "mongodb_controller","3",0.000008987713795241905
 "simple_aws_redshift","3",0.000008987713795241905
 "livepopulartimes","3",0.000008987713795241905
 "base32-lib","3",0.000008987713795241905
 "eoq3pyecoreutils","3",0.000008987713795241905
 "genome_info","3",0.000008987713795241905
 "tvdb-v4-official","3",0.000008987713795241905
 "focal-loss","3",0.000008987713795241905
 "citystreetview","3",0.000008987713795241905
 "trytond_company","3",0.000008987713795241905
 "speedict","3",0.000008987713795241905
 "tator","3",0.000008987713795241905
 "agox","3",0.000008987713795241905
 "webview","3",0.000008987713795241905
 "odoo14-addon-rental-pricelist","3",0.000008987713795241905
 "opentelemetry-instrumentation-google-genai","3",0.000008987713795241905
 "importlib-metadata-argparse-version","3",0.000008987713795241905
 "django-shortuuidfield","3",0.000008987713795241905
 "swiftlens-core","3",0.000008987713795241905
 "trustregion","3",0.000008987713795241905
 "pop-genlib","3",0.000008987713795241905
 "marmot-agents","3",0.000008987713795241905
 "llm-utils","3",0.000008987713795241905
 "dictances","3",0.000008987713795241905
 "adafruit-io","3",0.000008987713795241905
 "icoscp-core","3",0.000008987713795241905
 "quartical","3",0.000008987713795241905
 "pytest_unordered","3",0.000008987713795241905
 "pyexr","3",0.000008987713795241905
 "detecta","3",0.000008987713795241905
 "data","3",0.000008987713795241905
 "coconut","3",0.000008987713795241905
 "xdsmjs","3",0.000008987713795241905
 "fameio","3",0.000008987713795241905
 "alerce","3",0.000008987713795241905
 "gvgen","3",0.000008987713795241905
 "mocker","3",0.000008987713795241905
 "odoo14-addon-l10n-br-delivery","3",0.000008987713795241905
 "horde-model-reference","3",0.000008987713795241905
 "ibm_db_sa","3",0.000008987713795241905
 "azure-ai-openai","3",0.000008987713795241905
 "april_vision","3",0.000008987713795241905
 "jetson-stats","3",0.000008987713795241905
 "pyterrier","3",0.000008987713795241905
 "benchexec","3",0.000008987713795241905
 "swh.indexer","3",0.000008987713795241905
 "ripple-detection","3",0.000008987713795241905
 "hipsta","3",0.000008987713795241905
 "nengo","3",0.000008987713795241905
 "pngpaste","3",0.000008987713795241905
 "boost","3",0.000008987713795241905
 "crossfit","3",0.000008987713795241905
 "vito","3",0.000008987713795241905
 "synmem","3",0.000008987713795241905
 "heros","3",0.000008987713795241905
 "odoo14-addon-product-configurator-mrp","3",0.000008987713795241905
 "odoo-addon-purchase-work-acceptance","3",0.000008987713795241905
 "hanzo-tools-shell","3",0.000008987713795241905
 "jupyterlab-eventlistener","3",0.000008987713795241905
 "brainways-reg-model","3",0.000008987713795241905
 "adafruit-board-toolkit","3",0.000008987713795241905
 "optional-dependencies","3",0.000008987713795241905
 "ovos-ocp-m3u-plugin","3",0.000008987713795241905
 "bayesian-lora","3",0.000008987713795241905
 "simplemseed","3",0.000008987713795241905
 "fcw-core-utils","3",0.000008987713795241905
 "chromedriver","3",0.000008987713795241905
 "datastock","3",0.000008987713795241905
 "django-ses","3",0.000008987713795241905
 "nifti2dicom","3",0.000008987713795241905
 "hcrystalball","3",0.000008987713795241905
 "ry","3",0.000008987713795241905
 "isocor","3",0.000008987713795241905
 "quickbot","3",0.000008987713795241905
 "humre","3",0.000008987713795241905
 "musicpy","3",0.000008987713795241905
 "odoo-addon-purchase-discount","3",0.000008987713795241905
 "image-similarity-measures","3",0.000008987713795241905
 "pyobjc-framework-threadnetwork","3",0.000008987713795241905
 "pyobjc-framework-metrickit","3",0.000008987713795241905
 "odoo14-addon-sale-order-lot-selection","3",0.000008987713795241905
 "adafruit-circuitpython-ticks","3",0.000008987713795241905
 "odoo14-addon-account-banking-sepa-direct-debit","3",0.000008987713795241905
 "app-common-python","3",0.000008987713795241905
 "lago-python-client","3",0.000008987713795241905
 "python-aiconfig","3",0.000008987713795241905
 "parse_type","3",0.000008987713795241905
 "magma-auth","3",0.000008987713795241905
 "trufflehog3","3",0.000008987713795241905
 "pyafbf","3",0.000008987713795241905
 "numbin","3",0.000008987713795241905
 "slcfg","3",0.000008987713795241905
 "wcferry","3",0.000008987713795241905
 "kabinet","3",0.000008987713795241905
 "odoo-addon-hr-attendance-reason","3",0.000008987713795241905
 "sphinxext.remoteliteralinclude","3",0.000008987713795241905
 "filesplit","3",0.000008987713795241905
 "sinapsis-glm-ocr","3",0.000008987713795241905
 "rectangle-packer","3",0.000008987713795241905
 "piccolo-api","3",0.000008987713795241905
 "netrun-core","3",0.000008987713795241905
 "storm-tuner","3",0.000008987713795241905
 "dictquery","3",0.000008987713795241905
 "coveo-systools","3",0.000008987713795241905
 "velociraptor","3",0.000008987713795241905
 "zensols-nlp","3",0.000008987713795241905
 "qoa4ml","3",0.000008987713795241905
 "gstlearn","3",0.000008987713795241905
 "toeplitz","3",0.000008987713795241905
 "ssl","3",0.000008987713795241905
 "cssify","3",0.000008987713795241905
 "tagflow","3",0.000008987713795241905
 "apache-airflow-providers-apache-livy","3",0.000008987713795241905
 "odoo-addon-storage-backend","3",0.000008987713795241905
 "codernitydb3","3",0.000008987713795241905
 "fundamentus","3",0.000008987713795241905
 "classy-fastapi","3",0.000008987713795241905
 "plone.app.drafts","3",0.000008987713795241905
 "gw-strike","3",0.000008987713795241905
 "machine68k","3",0.000008987713795241905
 "cluster-tools","3",0.000008987713795241905
 "algomancy-utils","3",0.000008987713795241905
 "hmd-lang-audit","3",0.000008987713795241905
 "artd-stock","3",0.000008987713795241905
 "qai-core","3",0.000008987713795241905
 "pgn-read","3",0.000008987713795241905
 "pywsd","3",0.000008987713795241905
 "pybtex-apa7-style","3",0.000008987713795241905
 "packaging-version-git","3",0.000008987713795241905
 "pytorch-pretrained-bert","3",0.000008987713795241905
 "dvc-gdrive","3",0.000008987713795241905
 "azure-openai","3",0.000008987713795241905
 "dbt-mysql","3",0.000008987713795241905
 "plone.app.i18n","3",0.000008987713795241905
 "fairseq-fixed","3",0.000008987713795241905
 "traceloop-openai","3",0.000008987713795241905
 "cloudshell-cli","3",0.000008987713795241905
 "registro","3",0.000008987713795241905
 "aiomoex","3",0.000008987713795241905
 "codebleu","3",0.000008987713795241905
 "qemu.qmp","3",0.000008987713795241905
 "odoo-addon-l10n_br_base","3",0.000008987713795241905
 "nr-stream","3",0.000008987713795241905
 "mle-hyperopt","3",0.000008987713795241905
 "libtpu-nightly","3",0.000008987713795241905
 "wisepy2","3",0.000008987713795241905
 "aiohttp-remotes","3",0.000008987713795241905
 "neptune-tensorflow-keras","3",0.000008987713795241905
 "torchskradon","3",0.000008987713795241905
 "alicebot-adapter-mirai","3",0.000008987713795241905
 "wwpdb.utils.emdb","3",0.000008987713795241905
 "uptrace","3",0.000008987713795241905
 "webuiapi","3",0.000008987713795241905
 "linode-api4","3",0.000008987713795241905
 "cmeel-eigen","3",0.000008987713795241905
 "cal","3",0.000008987713795241905
 "anaconda-client","3",0.000008987713795241905
 "rhosocial-activerecord-pgsql","3",0.000008987713795241905
 "zope.app.locales","3",0.000008987713795241905
 "localstack-twisted","3",0.000008987713795241905
 "huaweicloudsdkdws","3",0.000008987713795241905
 "xml-analysis-framework","3",0.000008987713795241905
 "esi-utils-transfer","3",0.000008987713795241905
 "pms-integration-utils","3",0.000008987713795241905
 "django-test-enforcer","3",0.000008987713795241905
 "boost_histogram","3",0.000008987713795241905
 "httomolib","3",0.000008987713795241905
 "vivarium-core","3",0.000008987713795241905
 "roocs-utils","3",0.000008987713795241905
 "sdss-lvmtipo","3",0.000008987713795241905
 "pyfastchem","3",0.000008987713795241905
 "neuprint-python","3",0.000008987713795241905
 "hanzidentifier","3",0.000008987713795241905
 "saara","3",0.000008987713795241905
 "davey","3",0.000008987713795241905
 "praxis","3",0.000008987713795241905
 "zoofs","3",0.000008987713795241905
 "apstools","3",0.000008987713795241905
 "tabview","3",0.000008987713795241905
 "vqf","3",0.000008987713795241905
 "xtralien","3",0.000008987713795241905
 "datedown","3",0.000008987713795241905
 "odoo-addon-partner-contact-gender","3",0.000008987713795241905
 "casbin-async-sqlalchemy-adapter","3",0.000008987713795241905
 "cryptography-vectors","3",0.000008987713795241905
 "futurehouse-client","3",0.000008987713795241905
	WITH earliest_packages AS (
	-- Get the first release for each package (regardless of year), only keep packages first uploaded since 2020
	SELECT *
	FROM (
	SELECT *,
	row_number() OVER (PARTITION BY name, author ORDER BY upload_time ASC) AS rn
	FROM pypi.projects
	WHERE toYear(upload_time) >= 2024
	)
	WHERE rn = 1
	),
	total_packages AS (
	-- Count total number of packages in this subset
	SELECT count(*) AS total_pkg
	FROM earliest_packages
	)
	SELECT
	lower(
	splitByChar('~', splitByChar('=', splitByChar(';', splitByChar(' ', splitByChar('!', splitByChar('>', splitByChar('<', splitByChar('[', arrayJoin(requires_dist))[1])[1])[1])[1])[1])[1])[1])[1]
	) AS dependency_clean,
	count(*) AS package_count,
	count(*) / (SELECT total_pkg FROM total_packages) AS proportion_of_packages
	FROM earliest_packages
	GROUP BY dependency_clean
	ORDER BY package_count DESC
No results found