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### Changelog v4.5.1 | ||
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#### 🐛 Bug fixes | ||
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* gap identification and improve gap statistics and visualization ([#1423](https://github.com/ydataai/ydata-profiling/issues/1423)) ([7fb4fc5](https://github.com/ydataai/ydata-profiling/commit/7fb4fc57d06fd0fe585c5090a1ffe00f6d7b70f2)) | ||
* time index and gap analysis bugs ([#1421](https://github.com/ydataai/ydata-profiling/issues/1421)) ([0a569e6](https://github.com/ydataai/ydata-profiling/commit/0a569e6719c01ed2cd196d29697e963c46ee0d76)) | ||
* us air quality doc example link ([#1422](https://github.com/ydataai/ydata-profiling/issues/1422)) ([b1a4927](https://github.com/ydataai/ydata-profiling/commit/b1a492707b0856e0e56fa385fde7e6c820a4b349)) |