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index 682c1d659..1d3bd30a0 100644
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diff --git a/vignettes/images/app-using-bivariate-plot.png b/vignettes/images/app-using-bivariate-plot.png
index 4b66e480c..8ff4ffcca 100644
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diff --git a/vignettes/images/app-using-data-table.png b/vignettes/images/app-using-data-table.png
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diff --git a/vignettes/images/app-using-response-plot.png b/vignettes/images/app-using-response-plot.png
index d53fe5740..797e2ae33 100644
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diff --git a/vignettes/images/app-using-scatterplot-matrix.png b/vignettes/images/app-using-scatterplot-matrix.png
index 703677109..afb07b49a 100644
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diff --git a/vignettes/images/app-using-scatterplot.png b/vignettes/images/app-using-scatterplot.png
index b2e4d92b3..3a665e46a 100644
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diff --git a/vignettes/using-association-plot.Rmd b/vignettes/using-association-plot.Rmd
index c1f439e69..84dcb31e7 100644
--- a/vignettes/using-association-plot.Rmd
+++ b/vignettes/using-association-plot.Rmd
@@ -301,4 +301,4 @@ A simple `shiny::shinyApp()` call will let you run the app. Note that app is onl
 shinyApp(app$ui, app$server, options = list(height = 1024, width = 1024))
 ```
 
-<img src="images/app-teal-modules-general.png" style="display: block; margin: 0px; width: 100%"/>
+<img src="images/app-using-association-plot.png" style="display: block; margin: 0px; width: 100%"/>