Bump the python-dependencies group with 5 updates

Bumps the python-dependencies group with 5 updates:

| Package | From | To |
| --- | --- | --- |
| [ipython](https://github.com/ipython/ipython) | `9.16.1` | `9.17.0` |
| [plotly](https://github.com/plotly/plotly.py) | `6.9.0` | `7.0.0` |
| [selenium](https://github.com/SeleniumHQ/Selenium) | `4.47.0` | `4.48.0` |
| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.6` | `0.15.0` |
| [boto3](https://github.com/boto/boto3) | `1.43.78` | `1.43.83` |


Updates `ipython` from 9.16.1 to 9.17.0
- [Release notes](https://github.com/ipython/ipython/releases)
- [Commits](ipython/ipython@9.16.1...9.17.0)

Updates `plotly` from 6.9.0 to 7.0.0
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/main/CHANGELOG.md)
- [Commits](plotly/plotly.py@v6.9.0...v7.0.0)

Updates `selenium` from 4.47.0 to 4.48.0
- [Release notes](https://github.com/SeleniumHQ/Selenium/releases)
- [Commits](SeleniumHQ/selenium@selenium-4.47.0...selenium-4.48.0)

Updates `statsmodels` from 0.14.6 to 0.15.0
- [Release notes](https://github.com/statsmodels/statsmodels/releases)
- [Changelog](https://github.com/statsmodels/statsmodels/blob/main/CHANGES.md)
- [Commits](statsmodels/statsmodels@v0.14.6...v0.15.0)

Updates `boto3` from 1.43.78 to 1.43.83
- [Release notes](https://github.com/boto/boto3/releases)
- [Commits](boto/boto3@1.43.78...1.43.83)

---
updated-dependencies:
- dependency-name: ipython
  dependency-version: 9.17.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: plotly
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: python-dependencies
- dependency-name: selenium
  dependency-version: 4.48.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: statsmodels
  dependency-version: 0.15.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: boto3
  dependency-version: 1.43.83
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>

Author: dependabot[bot]

pyproject.toml

@@ -7,7 +7,7 @@ requires-python = ">=3.11"
 
 dependencies = [
     # Core Jupyter/IPython
-    "ipython>=8.12",
+    "ipython>=9.17.0",
     "notebook>=7.6.2",
     "jupyter>=1.0",
 
@@ -19,18 +19,18 @@ dependencies = [
     "seaborn>=0.13",
     "plotnine>=0.15.8",
     "lets-plot>=4.11",
-    "plotly>=5.24",
+    "plotly>=7.0.0",
     "altair>=5.0",
     "vl-convert-python>=1.0",  # Required for Altair PNG export
     "hvplot>=0.12",  # Bokeh via the pandas .hvplot accessor
 
     # Image rendering
     "kaleido>=1.0",  # v1+ requires Chrome
     "pillow>=10.0",
-    "selenium>=4.47.0",  # Required for Bokeh PNG export
+    "selenium>=4.48.0",  # Required for Bokeh PNG export
 
     # Statistical tools
-    "statsmodels>=0.14.6",
+    "statsmodels>=0.15.0",
     "scikit-misc>=0.3",
 
     # R integration
@@ -47,7 +47,7 @@ dependencies = [
     "simplegeneric>=0.8",
 
     # Cloud (if needed for deployment)
-    "boto3>=1.43.78",
+    "boto3>=1.43.83",
 
     # Testing
     "pytest>=7.4",