From 9762f33c1ac88979e03a8cb7855393d18e8f0326 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Wed, 6 Nov 2024 11:06:50 -0800 Subject: [PATCH] Add visualization guide (#1340) --- .../patch-20241031001404444046.json | 4 + dictionary.txt | 5 +- docs/get_started.md | 3 + docs/img/viz_guide/gephi-appearance-pane.png | Bin 0 -> 70968 bytes .../viz_guide/gephi-initial-graph-example.png | Bin 0 -> 1327031 bytes .../gephi-layout-forceatlas2-pane.png | Bin 0 -> 238077 bytes docs/img/viz_guide/gephi-layout-pane.png | Bin 0 -> 99094 bytes .../gephi-network-overview-settings.png | Bin 0 -> 154366 bytes docs/visualization_guide.md | 99 ++++++++++++++++++ mkdocs.yaml | 1 + 10 files changed, 111 insertions(+), 1 deletion(-) create mode 100644 .semversioner/next-release/patch-20241031001404444046.json create mode 100644 docs/img/viz_guide/gephi-appearance-pane.png create mode 100644 docs/img/viz_guide/gephi-initial-graph-example.png create mode 100644 docs/img/viz_guide/gephi-layout-forceatlas2-pane.png create mode 100644 docs/img/viz_guide/gephi-layout-pane.png create mode 100644 docs/img/viz_guide/gephi-network-overview-settings.png create mode 100644 docs/visualization_guide.md diff --git a/.semversioner/next-release/patch-20241031001404444046.json b/.semversioner/next-release/patch-20241031001404444046.json new file mode 100644 index 0000000000..10725e9652 --- /dev/null +++ b/.semversioner/next-release/patch-20241031001404444046.json @@ -0,0 +1,4 @@ +{ + "type": "patch", + "description": "add visualization guide to doc site" +} diff --git a/dictionary.txt b/dictionary.txt index 7ea41bd295..0288faac9a 100644 --- a/dictionary.txt +++ b/dictionary.txt @@ -96,6 +96,9 @@ onclick pymdownx linenums twemoji +Gephi +gephi +Gephi's # Verbs binarize @@ -183,4 +186,4 @@ kwds astrotechnician epitheg unspooled -unnavigated \ No newline at end of file +unnavigated diff --git a/docs/get_started.md b/docs/get_started.md index 46fec3feb4..c02273d50a 100644 --- a/docs/get_started.md +++ b/docs/get_started.md @@ -125,3 +125,6 @@ graphrag query \ ``` Please refer to [Query Engine](query/overview.md) docs for detailed information about how to leverage our Local and Global search mechanisms for extracting meaningful insights from data after the Indexer has wrapped up execution. + +# Visualizing the Graph +Check out our [visualization guide](visualization_guide.md) for a more interactive experience in debugging and exploring the knowledge graph. diff --git a/docs/img/viz_guide/gephi-appearance-pane.png b/docs/img/viz_guide/gephi-appearance-pane.png new file mode 100644 index 0000000000000000000000000000000000000000..0275b4f4707b80fb576a347ec07a2b4a539b5db2 GIT binary patch literal 70968 zcmZ^K1y~%*(l!pk-Q9z`TX1&`4#8z{7I*hRa3?@WkPw2q69^XE77Y-5apzyoz2CjL zC+FX1hUuBLO~(d z+DS>ND@aLEs=EQK?HsM3pyXrTWgu#&E?@^AKb1#?zm<58W6v1s0VDsSD1wd5F`QO{ zG8_|$skrz{Q>eo$88}=SJsDgh6v{X>lm?k@6aHw%5BnC~k;8YeQJ-6n+pflP-09D( 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    + +## 4. Install the Leiden Algorithm Plugin +1. Go to `Tools` -> `Plugins`. +2. Search for "Leiden Algorithm". +3. Click `Install` and restart Gephi. + +## 5. Run Statistics +1. In the `Statistics` tab on the right, click `Run` for `Average Degree` and `Leiden Algorithm`. + +

    + A view of Gephi's network overview settings +

    + +2. For the Leiden Algorithm, adjust the settings: + - **Quality function**: Modularity + - **Resolution**: 1 + +## 6. Color the Graph by Clusters +1. Go to the `Appearance` pane in the upper left side of Gephi. + +

    + A view of Gephi's appearance pane +

    + +2. Select `Nodes`, then `Partition`, and click the color palette icon in the upper right. +3. Choose `Cluster` from the dropdown. +4. Click the `Palette...` hyperlink, then `Generate...`. +5. Uncheck `Limit number of colors`, click `Generate`, and then `Ok`. +6. Click `Apply` to color the graph. This will color the graph based on the partitions discovered by Leiden. + +## 7. Resize Nodes by Degree Centrality +1. In the `Appearance` pane in the upper left, select `Nodes` -> `Ranking` +2. Select the `Sizing` icon in the upper right. +2. Choose `Degree` and set: + - **Min**: 10 + - **Max**: 150 +3. Click `Apply`. + +## 8. Layout the Graph +1. In the `Layout` tab in the lower left, select `OpenORD`. + +

    + A view of Gephi's layout pane +

    + +2. Set `Liquid` and `Expansion` stages to 50, and everything else to 0. +3. Click `Run` and monitor the progress. + +## 9. Run ForceAtlas2 +1. Select `Force Atlas 2` in the layout options. + +

    + A view of Gephi's ForceAtlas2 layout pane +

    + +2. Adjust the settings: + - **Scaling**: 15 + - **Dissuade Hubs**: checked + - **LinLog mode**: uncheck + - **Prevent Overlap**: checked +3. Click `Run` and wait. +4. Press `Stop` when it looks like the graph nodes have settled and no longer change position significantly. + +## 10. Add Text Labels (Optional) +1. Turn on text labels in the appropriate section. +2. Configure and resize them as needed. + +Your final graph should now be visually organized and ready for analysis! diff --git a/mkdocs.yaml b/mkdocs.yaml index 5f30e7fa13..c2a04c081a 100644 --- a/mkdocs.yaml +++ b/mkdocs.yaml @@ -54,6 +54,7 @@ nav: - Microsoft Research Blog: "blog_posts.md" - Extras: - CLI: "cli.md" + - Visualization Guide: "visualization_guide.md" - Operation Dulce: - About: "data/operation_dulce/ABOUT.md" - Document: "data/operation_dulce/Operation Dulce v2 1 1.md"

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