Linux workstation

Debian 12 (Bookworm) native package

python3-pandas

data structures for "relational" or "labeled" data

Packages / Debian 12 (Bookworm) / python / python3-pandas

[Source: pandas]

Package: python3-pandas (1.5.3+dfsg-2)

Maintainers:

Debian Science Team

External Resources:

Homepage: [pandas.pydata.org]

Similar packages:

data structures for "relational" or "labeled" data

Other Packages Related to python3-pandas:

  • dep: [python3-dateutil]

    powerful extensions to the standard Python 3 datetime module

  • dep: [python3-numpy]

    Fast array facility to the Python 3 language

  • dep: [python3-numpy] (>= 1:1.18.5~)

    Fast array facility to the Python 3 language

  • dep: [python3] (<< 3.10)

    interactive high-level object-oriented language (default python3 version)

  • dep: [python3-numpy] (>= 1:1.18.5~)

    Fast array facility to the Python 3 language

  • dep: [python3] (>> 3.10)

    interactive high-level object-oriented language (default python3 version)

  • dep: [python3-tz] (>= 2022.1~)

    Python3 version of the Olson timezone database

  • dep: [python3] [any]

    interactive high-level object-oriented language (default python3 version)

  • dep: [python3-pandas-lib] (>= 1.5.3+dfsg)

    low-level implementations and bindings for pandas

  • dep: [python3-pkg-resources]

    Package Discovery and Resource Access using pkg_resources

  • dep: [python3-six]

    Python 2 and 3 compatibility library

  • rec: [python3-scipy]

    scientific tools for Python 3

  • rec: [python3-matplotlib]

    Python based plotting system in a style similar to Matlab (Python 3)

  • rec: [python3-bottleneck]

    Fast NumPy array functions written in C (Python 3)

  • rec: [python3-numexpr]

    Fast numerical array expression evaluator for Python 3 and NumPy

  • rec: [python3-odf]

    Python3 API to manipulate OpenDocument files

  • rec: [python3-openpyxl]

    Python 3 module to read/write OpenXML xlsx/xlsm files

  • rec: [python3-bs4]

    error-tolerant HTML parser for Python 3

  • rec: [python3-html5lib]

    HTML parser/tokenizer based on the WHATWG HTML5 specification

  • rec: [python3-lxml]

    pythonic binding for the libxml2 and libxslt libraries

  • rec: [python3-tables]

    hierarchical database for Python3 based on HDF5

  • rec: [python3-jinja2]

    small but fast and easy to use stand-alone template engine

Download python3-pandas

ArchitecturePackage SizeInstalled SizeFiles
all2.8 MiB20 MiB[list of files]

Percorsi file del pacchetto (0)

Paths come from the repository package-file index for the observed builds. They describe archive/package associations, not every file that will exist on a running system after maintainer scripts, alternatives, generated state, diversions, or installation choices.

No package-associated file paths were observed for the displayed build metadata.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

Usa questo pacchetto

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Prova Debian 12 (Bookworm) nel browserCrea un'immagine che include python3-pandas

Versioni, suite e repository

Ogni riga è metadato dell'indice pacchetti per una versione, architettura, suite e repository. Nomi, URL e dimensioni arrivano dalla fonte; un link è un punto di recupero mutabile, non una redistribuzione OpenFactory.

VersionReleaseArchitectureRepositoryPackage sizeInstalled sizePublisher repository artifact
1.5.3+dfsg-2bookworm / mainallDebian 12 · main · arm642.8 MiB20 MiBpool/main/p/pandas/python3-pandas_1.5.3+dfsg-2_all.deb
1.5.3+dfsg-2bookworm / mainallDebian 12 · main · amd642.8 MiB20 MiBpool/main/p/pandas/python3-pandas_1.5.3+dfsg-2_all.deb

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

Checksum e date di osservazione

For an APT source, signature verification authenticates the repository metadata chain and the Packages index containing this source-reported artifact digest. It does not certify package safety.

1.5.3+dfsg-2 / allObserved Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 4c530b36c107dcfdcbf2a2bef4008a4667b1833084259c0c40ef7d26b7fec0a5

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s %s\n' '4c530b36c107dcfdcbf2a2bef4008a4667b1833084259c0c40ef7d26b7fec0a5' 'python3-pandas_1.5.3+dfsg-2_all.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

1.5.3+dfsg-2 / allObserved Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 4c530b36c107dcfdcbf2a2bef4008a4667b1833084259c0c40ef7d26b7fec0a5

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s %s\n' '4c530b36c107dcfdcbf2a2bef4008a4667b1833084259c0c40ef7d26b7fec0a5' 'python3-pandas_1.5.3+dfsg-2_all.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

Completezza del record

The completeness score measures metadata coverage, not software quality, security, compatibility, or suitability.

Summary and description
25/25
Artifact path and source digest
25/25
Dependency metadata
15/15
Package-file index
0/15
Homepage
5/5
License text
0/5
Source package or maintainer
10/10

Recorded total: 80/100

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5, Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00. The cross-OS mapping is catalog-derived from the source-reported homepage; it does not establish authorship or publisher identity

Fonti e provenienza

Field-source links above resolve here. Each source entry names the metadata publisher, trust tier, exact snapshot revision, signature result, and observation time; catalog-derived mappings are labeled separately.

  • Debian 12 (Bookworm) main amd64Sep 1, 2026

    Authoritative source; repository metadata signature verified, revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

    Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.

    Repository-signature verification record
    Signed-object SHA-256
    77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
    Signer fingerprint
    4CB50190207B4758A3F73A796ED0E7B82643E131
    Keyring revision
    debian-archive-keyring.gpg
    SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
    Tool and policy
    gpgv (GnuPG) 2.4.9
    openfactory-software-catalog-signature-v1
    Verification time
    Sep 1, 2026
    Signed Release → package-index hash linkage

    Path: main/binary-amd64/Packages.xz
    Expected SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
    Observed SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
    Result: match verified

  • Debian 12 (Bookworm) main arm64Sep 1, 2026

    Authoritative source; repository metadata signature verified, revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

    Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.

    Repository-signature verification record
    Signed-object SHA-256
    77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
    Signer fingerprint
    4CB50190207B4758A3F73A796ED0E7B82643E131
    Keyring revision
    debian-archive-keyring.gpg
    SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
    Tool and policy
    gpgv (GnuPG) 2.4.9
    openfactory-software-catalog-signature-v1
    Verification time
    Sep 1, 2026
    Signed Release → package-index hash linkage

    Path: main/binary-arm64/Packages.xz
    Expected SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
    Observed SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
    Result: match verified

python3-pandas Package for Debian 12 (Bookworm) | OpenFactory