This PR replaces @googleapis/api-bigquery-dataframe with
@googleapis/bigquery-dataframe-team and
@googleapis/yoshi-python/@googleapis/python-core-client-libraries with
@googleapis/cloud-sdk-python-team. b/478003109

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Fixes #<issue_number_goes_here> 🦕

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Fixes #<issue_number_goes_here> 🦕

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Fixes #<issue_number_goes_here> 🦕

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:c8612d3fffb3f6a32353b2d1abd16b61e87811866f7ec9d65b59b02eb452a620
<details><summary>pandas-gbq: v0.34.0</summary>

##
[v0.34.0](v0.33.0...v0.34.0)
(2026-03-05)

### Features

* support biglake tables in pandas_gbq.sample (#1014)
([16d0869](16d08696))

### Bug Fixes

* support pandas 3.0 (prerelease) (#998)
([4ea2d57](4ea2d57f))

### Documentation

* Update bigframes links to new homepage (#1028)
([72f772e](72f772ec))

</details>