pyivt
Read Statistics Canada Beyond 20/20 (.ivt) files in Python. Inspect bilingual metadata and export data to Apache Arrow or Parquet.
pyivt is unstable until version 0.1.0. Its public API and output schemas may change between earlier releases.
Install
pip install pyivt
With uv, run uv add pyivt. The package requires Python 3.10 or later.
Open a file and export it
import pyarrow.parquet as pq
import pyivt
ivt = pyivt.open("data.ivt")
print(ivt.metadata.title.en or ivt.metadata.title.fr)
table, members = ivt.to_arrow()
pq.write_table(table, "data.parquet")
members.to_json("data.members.json")
pyivt.open() also accepts bytes or a binary file object. For a download, pass the response bytes.
The table has one label column per dimension and a numeric value column. Keep the JSON with the export to retain native member codes and attributes.
Read metadata
meta = ivt.metadata
print(meta.title.en, meta.title.fr)
for dimension in meta.dimensions:
print(dimension.name.en, dimension.items)
Use .en or .fr for localized fields. Missing translations are None. You can inspect metadata without exporting cells.
Select members
axis = ivt.layout.slugs[0]
subset, subset_members = ivt.to_arrow({axis: [1]})
Keys are dimension slugs and values are 1-based member codes. An omitted dimension keeps all its rows and leaves out its column. The export does not aggregate values.
Documentation
- Usage guide for metadata, member maps, pandas, and Polars.
- Development guide for tests and benchmarks.
License
Acknowledgements
1 maintainer
Metadata
1 maintainer
Release files for pyivt 0.0.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pyivt-0.0.6.tar.gz | 643.8 kB | With provenance | Details for pyivt-0.0.6.tar.gz |
Built distributions (wheels)
| File | Actions Reset | |||
|---|---|---|---|---|
| pyivt-0.0.6-cp310-abi3-win_amd64.whl | CPython 3.10 | abi3 | Windows x86-64 | Details for pyivt-0.0.6-cp310-abi3-win_amd64.whl |
| pyivt-0.0.6-cp310-abi3-manylinux_2_28_x86_64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ x86-64 | Details for pyivt-0.0.6-cp310-abi3-manylinux_2_28_x86_64.whl |
| pyivt-0.0.6-cp310-abi3-manylinux_2_28_aarch64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ ARM64 | Details for pyivt-0.0.6-cp310-abi3-manylinux_2_28_aarch64.whl |
| pyivt-0.0.6-cp310-abi3-macosx_11_0_arm64.whl | CPython 3.10 | abi3 | macOS 11.0+ ARM64 | Details for pyivt-0.0.6-cp310-abi3-macosx_11_0_arm64.whl |
| pyivt-0.0.6-cp310-abi3-macosx_10_12_x86_64.whl | CPython 3.10 | abi3 | macOS 10.12+ x86-64 | Details for pyivt-0.0.6-cp310-abi3-macosx_10_12_x86_64.whl |
Total release size: 10.7 MB
Release files / pyivt-0.0.6.tar.gz
| Download URL | pyivt-0.0.6.tar.gz |
|---|---|
| Size | 643.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c635d2ece9ecf0c72bbceb9672a3b4f142bfb766d4ec766d723a0f9a642180e1
|
|
BLAKE2b-256 checksum How to use checksums |
26a5ab4dd64ce16c939503be8fdabd8ca338b862d663707405dcc69f1f464931
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logRelease files / pyivt-0.0.6-cp310-abi3-win_amd64.whl
| Download URL | pyivt-0.0.6-cp310-abi3-win_amd64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.10 Windows x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
7509a150c9841f2ac2d75fd396453a1d541349532e1a33d259a8a7286203ba8e
|
|
BLAKE2b-256 checksum How to use checksums |
191afe49886a167e4386bd445ba6bc82202b65e8aabda9440f1f84a7ad73ddd8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logRelease files / pyivt-0.0.6-cp310-abi3-manylinux_2_28_x86_64.whl
| Download URL | pyivt-0.0.6-cp310-abi3-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
0f17a3d313d8520216a5e2ece9637d0a495d5253343afde8125dd094f00ef75f
|
|
BLAKE2b-256 checksum How to use checksums |
feaafbb73dcbf630e7a68963dd9cee8d556affd44a9fed26a00d2b9b71fe76c9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logRelease files / pyivt-0.0.6-cp310-abi3-manylinux_2_28_aarch64.whl
| Download URL | pyivt-0.0.6-cp310-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
15b94d2b4e26eb604f8577df5b76def8f2a1f7e81cb47156cbfd1ccfd01265c6
|
|
BLAKE2b-256 checksum How to use checksums |
1db9f4d37721e7cdde918a4ba073d68a242712a1aa37a1db89ddf4ee71562f91
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logRelease files / pyivt-0.0.6-cp310-abi3-macosx_11_0_arm64.whl
| Download URL | pyivt-0.0.6-cp310-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 abi3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d93b2a42cc4d4d51c3238b97c12d39fe1ad66d0e2e6e1a3f87e19cd03e11a2f1
|
|
BLAKE2b-256 checksum How to use checksums |
f393206118c2b2df914efbda671017b62b628a30f2328279a8caabd3d569f445
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logRelease files / pyivt-0.0.6-cp310-abi3-macosx_10_12_x86_64.whl
| Download URL | pyivt-0.0.6-cp310-abi3-macosx_10_12_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.10 abi3 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
2e3db756e248de5e4ce79a01d2f061d4b8fa00c83bf3a0033f051c2dd674ccde
|
|
BLAKE2b-256 checksum How to use checksums |
664101ddcb2c2cb56d9dd39978fa7f633cefece3ae6dffdd5622d6a481de1dc0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logSecurity for pyivt 0.0.6
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 6 files in this release have been uploaded with provenance metadata.
Attestation for pyivt-0.0.6.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
