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restructure for a better flow
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IndrajeetPatil committed Nov 17, 2024
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- How to avoid reporting errors?
- How to interpret null results?
- How to increase replicability?
- How to improve quality of statistical reporting?
- How to emphasize the importance of the effect?
- How to easily assess validity of model assumptions?
- How to make data visualization effortless?

:::

Expand Down Expand Up @@ -181,7 +181,7 @@ The **grammar of graphics** framework can prepare **any** visualization! But bui
`{ggstatsplot}` was born!

:::{style="font-size: 20px;"}
(published on [GitHub](https://github.com/IndrajeetPatil/ggstatsplot){target='_blank'} in 2017 and on [CRAN](https://CRAN.R-project.org/package=ggstatsplot){target='_blank'} in 2018)
(open-sourced on [GitHub](https://github.com/IndrajeetPatil/ggstatsplot){target='_blank'} in 2017; still actively developed)
:::

## Example function {.smaller}
Expand All @@ -201,11 +201,7 @@ ggbetweenstats(iris, Species, Sepal.Length)
#| echo: false
#| fig-width: 6
#| fig-height: 5
ggbetweenstats(
data = iris,
x = Species,
y = Sepal.Length
)
ggbetweenstats(iris, Species, Sepal.Length)
```

:::
Expand All @@ -228,7 +224,7 @@ ggbetweenstats(
**Statistical approaches available**

- parametric
- parametric
- non-parametric
- robust
- Bayesian

Expand Down Expand Up @@ -327,6 +323,67 @@ probable under the null hypothesis as compared to the alternative hypothesis. Th

:::

# Impact

*I can haz users?!*

## User Love {.smaller}

:::: {.columns}

::: {.column width='50%'}

:::{.callout-tip collapse=false appearance='default' icon=true}

## Total downloads > **500K** (97 percentile)

```{r}
#| label: "cran_downloads"
#| fig-align: center
#| echo: false
#| include: false
library(packageRank)
p_downloads <- plot(
cranDownloads("ggstatsplot", from = "2018-04-03", to = Sys.Date()),
graphics = "ggplot2", smooth = TRUE
)
```

```{r}
#| label: "cran_downloads_print"
#| fig-align: center
#| echo: false
p_downloads +
ggplot2::labs(subtitle = NULL) +
ggplot2::theme_minimal(base_size = 24)
```

:::{style="background-color: #FFDCA9; padding: 10px; border-radius: 25px; text-align: center; font-size:20px;"}
Second most starred `{ggplot2}`-extension!
:::

![](media/ggstats-stars.png){.relative fig-align="center"}

:::

:::

::: {.column width='50%'}

:::{.callout-tip collapse=false appearance='default' icon=true}

## Total citations > **1000**

![](media/ggstats-paper.png){.relative fig-align="center"}

![](media/ggstats-citations.png){.relative fig-align="center"}

:::

:::

::::

# Pleasant Side Effects

*Maybe the real treasure was the technical skills we picked up along the way!*
Expand Down Expand Up @@ -439,67 +496,6 @@ While improving the QA tooling for `{ggstatsplot}`, I started contributing upstr

:::

# Impact

*I can haz users?!*

## User Love {.smaller}

:::: {.columns}

::: {.column width='50%'}

:::{.callout-tip collapse=false appearance='default' icon=true}

## Total downloads > **500K** (97 percentile)

```{r}
#| label: "cran_downloads"
#| fig-align: center
#| echo: false
#| include: false
library(packageRank)
p_downloads <- plot(
cranDownloads("ggstatsplot", from = "2018-04-03", to = Sys.Date()),
graphics = "ggplot2", smooth = TRUE
)
```

```{r}
#| label: "cran_downloads_print"
#| fig-align: center
#| echo: false
p_downloads +
ggplot2::labs(subtitle = NULL) +
ggplot2::theme_minimal(base_size = 24)
```

:::{style="background-color: #FFDCA9; padding: 10px; border-radius: 25px; text-align: center; font-size:20px;"}
Second most starred `{ggplot2}`-extension!
:::

![](media/ggstats-stars.png){.relative fig-align="center"}

:::

:::

::: {.column width='50%'}

:::{.callout-tip collapse=false appearance='default' icon=true}

## Total citations > **1000**

![](media/ggstats-paper.png){.relative fig-align="center"}

![](media/ggstats-citations.png){.relative fig-align="center"}

:::

:::

::::

## Community Involvement {.smaller}

:::: {.columns}
Expand Down

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