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Merge pull request #218 from MaximilianWenzel/bugfix/graph-insights-screenshot-and-template-sync
fix: sync tutorial screenshots, resolve indefinite article grammar, ensure consistent indentation for alerts
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docs/explore-and-author/graph-exploration/graph-insights/concepts.md

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@@ -100,4 +100,4 @@ Narrow down any group to match your current focus using [data property filters](
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- **Images:** [Export](features/persistence.md#export-visuals) the canvas as SVG or PNG images.
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- **CSV data:** Download of the resources of a group or of the table view of a group or connection.
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- **Query snippets:** Copy the SPARQL that returns the resources of a group or the data in the table view of a group or connection for use (e.g. a dashboard).
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- **[JSON Sharing](features/persistence.md#json-sharing):** Share explorations as JSON-serialization.
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- **[JSON Sharing](features/persistence.md#json-sharing):** Share explorations as JSON-serialization.

docs/explore-and-author/graph-exploration/graph-insights/features/application-settings.md

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2. **Reset graph data:** Performs a "Factory Reset" of the analysis for the current dataset.
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!!! danger "Destructive Action"
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**Reset graph data** permanently deletes all [user-defined classes](persistence.md#custom-categories) and [saved explorations](persistence.md#saved-explorations) associated with the current database. This cannot be undone.
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docs/explore-and-author/graph-exploration/graph-insights/features/canvas-ui.md

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![Undo Redo Controls](../assets/undo-redo.png){ class="bordered" width="40%" }
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!!! warning "Rebuild on Undo"
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Some operations (e.g., [user-defined classes](persistence.md#custom-categories) operations) have persistent side effects that may require a rebuild of the exploration state when moving back in the history.
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![Search Visible Objects](../assets/search-objects.png){ class="bordered" width="65%" }
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!!! tip "Flags Management"
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Use the `Temporary flags` menu that appears on the top left of the canvas to manage the persistence of the temporary flags.
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docs/explore-and-author/graph-exploration/graph-insights/features/category-tree.md

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![Sidebar Overview](../assets/left-sidebar.png){ class="bordered" width="30%" }
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!!! warning "Further Information"
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This section focuses on the **class tree**. See the persistence page for **[saved explorations](persistence.md#saved-explorations)** and **[user-defined classes](persistence.md#custom-categories)**.
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- **Outcome:** The item turns **light gray**. Expansion steps will skip this class and offer **its direct sub-class** instead.
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!!! danger "Caution"
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The resources that have **only deactivated classes** are **no longer reachable** via an exploration.
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!!! tip "Hiding Deactivated Items"
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You can toggle the visibility of deactivated items in the tree via the [application settings](application-settings.md#settings).
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---
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## Class Tree Configuration Reset
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To return the class tree configuration to its initial state, click the **circular arrow icon** in the pane header. This action restores all deactivated classes and reverts caption settings to defaults.
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To return the class tree configuration to its initial state, click the **circular arrow icon** in the pane header. This action restores all deactivated classes and reverts caption settings to defaults.

docs/explore-and-author/graph-exploration/graph-insights/features/connections.md

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![Connectivity Indicator](../assets/objects-without-successor.png){ class="bordered" width="75%" }
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!!! info "Visual Partition"
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This indicator provides an instant "Visual Partition" of the set. For example, expanding `Supplier` → `Product` and filtering the products to `Confections` or `Beverages` dims all Suppliers who do not provide confections nor beverages.
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!!! tip "Missing Connections"
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This feature is useful to spot single resources that are missing expected connections (the expected connections missing at the group level can be identified in the expansion menu of the group).
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![Backpropagation Connection Context](../assets/backpropagation-connection.png){ class="bordered" width="75%" }
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!!! warning "Effects of Subsequent Updates"
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Because the switch to an **inner-join pattern** is permanent, any further filtering of the right group will modify the contents of the right group.
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In the example above, narrowing `Confections | Beverages` to `Beverages` only will remove from the `Supplier` group the ones who do not provide beverages.
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!!! hint "Multistep Backpropagation"
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To combine constraints from a variety of traversals conjunctively, restrictions are often propagated back to the start node of the exploration (see the [Supply Chain Analysis Tutorial](../tutorial.md#backpropagation))
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docs/explore-and-author/graph-exploration/graph-insights/features/groups.md

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![Flagged Resources in Group](../assets/histogram-flagged-resources.png){ class="bordered" width="80%" }
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!!! warning "Visibility Threshold"
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Flagging is only visible when the group is in **instance rendering mode** (count <= threshold). See the [threshold setting](canvas-ui.md#object-threshold-logic).
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| **Intersection (AND)** | **Sequential** Operation | 1. Restrict to `Class A`.<br>2. Select `Class B` in the updated list.<br>3. Restrict to `Class B`.<br>**Outcome:** Items that are **BOTH** A and B. |
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!!! warning "Multiple Histograms"
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When applying a filter, selections made **simultaneously in different histograms** are combined **conjunctively (AND)** in a facet-like logic.
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1. **Action:** Click any group to open the menu.
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2. **Select:** The menu presents the hierarchy of connecting (directed) **object properties**, organized by target **class**.
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- If the data model includes sub-object properties, point the parent object property to open the sub-menu with its child object property.*
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3. **Action:** Click a **object property** with the required direction for the selected target **class** to add a new connection beam to the exploration.
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3. **Action:** Click an object property with the required direction for the selected target **class** to add a new connection beam to the exploration.
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![Expansion Menu](../assets/expansion-menu.png){ class="bordered" width="65%" }
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- **Show resource table:** Opens the tabular view (see the [dedicated page](objects-table.md)).
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!!! tip "Usage"
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- The query is intended to be used directly on the database for various datasets with the same model (or slight variations thereof).
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- Use the notes to explain what is the content of the group in your own words. This is particularly relevant for collaborative work.

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