From 571e837b82766740a6740150646da5e1c883a8f4 Mon Sep 17 00:00:00 2001 From: adelaiderobinson Date: Tue, 22 Aug 2023 08:51:26 -0700 Subject: [PATCH] added a visualization for the website card to blogpost --- .../images/layers_blog/layer_connections.html | 6 +-- .../layers_blog/layer_visualization.jpeg | Bin 0 -> 39942 bytes .../images/layers_blog/mar_connections.html | 6 +-- content/news/data_layers.md | 10 ++--- scripts/layers_blogpost_visualizations.Rmd | 39 ++++++++++++++++-- 5 files changed, 47 insertions(+), 14 deletions(-) create mode 100644 content/images/layers_blog/layer_visualization.jpeg diff --git a/content/images/layers_blog/layer_connections.html b/content/images/layers_blog/layer_connections.html index 3d120bcdc..ee69b3f7b 100644 --- a/content/images/layers_blog/layer_connections.html +++ b/content/images/layers_blog/layer_connections.html @@ -5315,11 +5315,11 @@
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+
- - + + diff --git a/content/news/data_layers.md b/content/news/data_layers.md index 63d070dbb..ffd783df8 100644 --- a/content/news/data_layers.md +++ b/content/news/data_layers.md @@ -1,8 +1,8 @@ --- title: "Exploring OHI Data Layers" name: "A deep dive into how data is incorporated into the OHI framework" -bg_image: "/images/banners/tidal_zone.jpg" -card_image: "/images/tidal_flat.jpg" +bg_image: "/images/banners/tidal_zone.jpeg" +card_image: "/images/layers_blog/layer_visualization.jpeg" preview_text: "" Date: 2023-08-10 author: Adelaide Robinson @@ -36,17 +36,17 @@ The mariculture data prep is contained within a single R script: [Mar_dataprep.R ### Exploring the Connections Between Layers -As OHI fellows we spend a large proportion of our time creating data layers. Data layers are the foundational components used to calculate OHI scores. As a reminder: each data layer is a new data set created from one or more raw data sources. +As OHI fellows we spend a large proportion of our time creating data layers. Data layers are the foundational components used to calculate OHI scores. As a reminder: each data layer is a new dataset created from one or more raw data sources. Now that we have a better idea of what a data layer is, we can take a deeper look at how they fit into the OHI model. Below you'll find an interactive visualization that shows the relationships between all layers included in OHI and the goals that they are incorporated into. *Click on a goal or data layer icon, or select a goal from the dropdown list to see which data layers impact each goal score. Hover over the goal and data layer icons to see their titles.* -
+
------------------------------------------------------------------------- +Code for visualizations in this blogpost can be found in the [website GitHub repospitory](https://github.com/OHI-Science/OHI-website/blob/dev/scripts/layers_blogpost_visualizations.Rmd). This post was created by the [2023 OHI Fellows](https://oceanhealthindex.org/about/ohifellows/). diff --git a/scripts/layers_blogpost_visualizations.Rmd b/scripts/layers_blogpost_visualizations.Rmd index 4e7513dc3..3328876a7 100644 --- a/scripts/layers_blogpost_visualizations.Rmd +++ b/scripts/layers_blogpost_visualizations.Rmd @@ -71,6 +71,39 @@ goal_id <- layers_clean |> select(label = goals, id = goal_id) ``` +# Card Visualization + +Creating a simple visualization for the card on the website. + +```{r} +#crate a data frame with all the elements we need +nodes <- data.frame(label = c("Raw Data", "Data Prep", "Data Layer", "Goal"), + id = c(0,1,2,3), + group = c("Raw Data", "Data Prep", "Data Layer", "Goal")) +#define the connections +edges <- data.frame(from = c(0, 1,2), + to = c(1,2,3)) |> mutate(weight = 1) + +visNetwork(nodes,edges) |> + visHierarchicalLayout( + direction = "LR", sortMethod = "directed" +) |> + visEdges(arrows = 'to') |> #add arrows + visGroups(groupname = "Raw Data", + color = "#fcbc6c", + size =40, + borders = 0) |> + visGroups(groupname = "Data Prep", + color = "#f07446", + size = 40) |> + visGroups(groupname = "Data Layer", + color = "#377cbf", + size = 40) |> + visGroups(groupname = "Goal", + color = "#a7354e", + size = 40) +``` + # Mariculture Visualization This code is used to make a visualization that shows the data preparation and incorporation process for the mariculture data prep. @@ -138,7 +171,7 @@ edges_new <- data.frame(from = c(8,9, 10, 10, 10), to = c(10,10, 0, 1, 2)) |> edges_final <- edges_new |> rbind(edges_mar) #create the visualization -mar_plot <- visNetwork(nodes_mar, edges_final) |> +visNetwork(nodes_mar, edges_final) |> visHierarchicalLayout( direction = "LR", sortMethod = "directed" ) |> #make it a hierarchical layour @@ -195,7 +228,7 @@ nodes <- rbind(layer_ids, goal_id) |> label == "HAB" ~ "Habitat", label == "ICO"~ "Iconic species", label == "NP"~ "Natural Products", - label == "SPP" ~"Species condition", + label == "SPP" ~"Species Condition", label == "LIV"~ "Livelihoods", label == "LSP" ~ "Lasting Special Places", label == "MAR" ~ "Mariculture", @@ -244,7 +277,7 @@ nodes <- nodes %>% #create the plot -layers_plot <-visNetwork(nodes=nodes, edges=edges) %>% +layers_plot <- visNetwork(nodes=nodes, edges=edges) %>% visEdges( hoverWidth = 10, selectionWidth = 10,