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DESCRIPTION

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Package: DataExplorer
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Title: Automate Data Exploration and Treatment
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Version: 0.8.4.9000
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Version: 0.9.0
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Authors@R: person("Boxuan", "Cui", email = "boxuancui@gmail.com", role = c("aut", "cre"))
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Description: Automated data exploration process for analytic tasks and predictive modeling, so
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that users could focus on understanding data and extracting insights. The package scans and

README.Rmd

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plot_prcomp(diamonds, maxcat = 5L, nrow = 2L, ncol = 2L)
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```
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#### Interactive Plots
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All plotting functions support `plotly = TRUE` to generate interactive charts (requires the [plotly](https://plotly.com/r/) package). Hover, zoom, and pan to explore your data:
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```{r plotly-example}
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plot_histogram(diamonds, plotly = TRUE)
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```
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You can also generate a fully interactive HTML report:
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```{r plotly-report}
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create_report(diamonds, y = "price", plotly = TRUE)
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```
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**Note:** The plotly conversion relies on `plotly::ggplotly()`, which has known limitations with `geom_label` and `facet_wrap` (some labels or facet panels may not render correctly). See the [vignette](https://boxuancui.github.io/DataExplorer/articles/dataexplorer-intro.html) for details.
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#### Feature Engineering
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To make quick updates to your data:

README.md

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![](man/figures/README-plot_prcomp-1.png)<!-- -->![](man/figures/README-plot_prcomp-2.png)<!-- -->
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#### Interactive Plots
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All plotting functions support `plotly = TRUE` to generate interactive
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charts (requires the [plotly](https://plotly.com/r/) package). Hover,
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zoom, and pan to explore your data:
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``` r
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plot_histogram(diamonds, plotly = TRUE)
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```
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You can also generate a fully interactive HTML report:
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``` r
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create_report(diamonds, y = "price", plotly = TRUE)
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```
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**Note:** The plotly conversion relies on `plotly::ggplotly()`, which
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has known limitations with `geom_label` and `facet_wrap` (some labels or
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facet panels may not render correctly). See the
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[vignette](https://boxuancui.github.io/DataExplorer/articles/dataexplorer-intro.html)
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for details.
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#### Feature Engineering
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To make quick updates to your data:
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pkgdown/favicon/favicon-96x96.png

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pkgdown/favicon/favicon.ico

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pkgdown/favicon/site.webmanifest

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{
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"name": "",
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"short_name": "",
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"icons": [
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{
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"src": "/web-app-manifest-192x192.png",
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"sizes": "192x192",
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"type": "image/png",
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"purpose": "maskable"
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},
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{
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"src": "/web-app-manifest-512x512.png",
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"sizes": "512x512",
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"type": "image/png",
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"purpose": "maskable"
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}
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],
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"theme_color": "#ffffff",
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"background_color": "#ffffff",
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"display": "standalone"
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}
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