diff --git a/core/src/main/java/io/jenkins/pluginhealth/scoring/repository/ScoreRepository.java b/core/src/main/java/io/jenkins/pluginhealth/scoring/repository/ScoreRepository.java
index 415aa6134..8dc0b66cf 100644
--- a/core/src/main/java/io/jenkins/pluginhealth/scoring/repository/ScoreRepository.java
+++ b/core/src/main/java/io/jenkins/pluginhealth/scoring/repository/ScoreRepository.java
@@ -31,14 +31,14 @@
 
 import org.springframework.data.jpa.repository.JpaRepository;
 import org.springframework.data.jpa.repository.Modifying;
-import org.springframework.data.jpa.repository.Query;
+import org.springframework.data.jpa.repository.NativeQuery;
 import org.springframework.stereotype.Repository;
 
 @Repository
 public interface ScoreRepository extends JpaRepository<Score, Long> {
     Optional<Score> findFirstByPluginOrderByComputedAtDesc(Plugin plugin);
 
-    @Query(
+    @NativeQuery(
             value =
                     """
             SELECT DISTINCT ON (s.plugin_id)
@@ -50,23 +50,21 @@ SELECT DISTINCT ON (s.plugin_id)
             FROM scores s
             JOIN plugins p on s.plugin_id = p.id
             ORDER BY s.plugin_id, s.computed_at DESC;
-            """,
-            nativeQuery = true)
+            """)
     List<Score> findLatestScoreForAllPlugins();
 
-    @Query(
+    @NativeQuery(
             value =
                     """
             SELECT DISTINCT ON (s.plugin_id)
                 s.value
             FROM scores s
             ORDER BY s.plugin_id, s.computed_at DESC, s.value;
-            """,
-            nativeQuery = true)
+            """)
     int[] getLatestScoreValueOfEveryPlugin();
 
     @Modifying
-    @Query(
+    @NativeQuery(
             value =
                     """
             DELETE FROM scores
@@ -78,11 +76,10 @@ SELECT id, ROW_NUMBER() OVER (PARTITION BY plugin_id ORDER BY computed_at DESC)
                 ) s
                 WHERE row_num <= 5
             );
-            """,
-            nativeQuery = true)
+            """)
     int deleteOldScoreFromPlugin();
 
-    @Query(
+    @NativeQuery(
             value =
                     """
             SELECT
@@ -99,7 +96,35 @@ SELECT DISTINCT ON (s.plugin_id)
                 FROM scores s
                 ORDER BY s.plugin_id, s.computed_at DESC
             );
-            """,
-            nativeQuery = true)
+            """)
     List<Score> getAllLatestScoresWithValue(int score);
+
+    @NativeQuery(
+            value =
+                    """
+            SELECT
+                s.id,
+                s.plugin_id,
+                s.computed_at,
+                s.details,
+                s.value
+            FROM scores s
+            LEFT JOIN plugins p on s.plugin_id = p.id
+            WHERE s.id IN (
+                SELECT DISTINCT ON (s.plugin_id)
+                        s.id
+                    FROM scores s
+                    ORDER BY s.plugin_id, s.computed_at DESC
+            ) AND (EXISTS (
+                SELECT *
+                FROM jsonb_array_elements(s.details) as r(detail)
+                WHERE detail ->> 'key' = ?1
+                AND (detail -> 'value')::int < 100
+            ) OR NOT EXISTS (
+                SELECT *
+                FROM jsonb_array_elements(s.details) as r(detail)
+                WHERE detail ->> 'key' = ?1
+            ));
+            """)
+    List<Score> getAllLatestScoresWithIncompleteScoring(String scoringKey);
 }
diff --git a/core/src/main/java/io/jenkins/pluginhealth/scoring/service/ScoreService.java b/core/src/main/java/io/jenkins/pluginhealth/scoring/service/ScoreService.java
index dd1881f34..f855928f8 100644
--- a/core/src/main/java/io/jenkins/pluginhealth/scoring/service/ScoreService.java
+++ b/core/src/main/java/io/jenkins/pluginhealth/scoring/service/ScoreService.java
@@ -101,4 +101,9 @@ public Map<Integer, Long> getScoresDistribution() {
     public List<Score> getAllLatestScoresWithValue(int value) {
         return repository.getAllLatestScoresWithValue(value);
     }
+
+    @Transactional(readOnly = true)
+    public List<Score> getAllLatestScoresWithIncompleteScoring(String scoringKey) {
+        return repository.getAllLatestScoresWithIncompleteScoring(scoringKey);
+    }
 }
diff --git a/core/src/test/java/io/jenkins/pluginhealth/scoring/service/ScoreServiceIT.java b/core/src/test/java/io/jenkins/pluginhealth/scoring/service/ScoreServiceIT.java
index e8c8f77ed..b529dfc07 100644
--- a/core/src/test/java/io/jenkins/pluginhealth/scoring/service/ScoreServiceIT.java
+++ b/core/src/test/java/io/jenkins/pluginhealth/scoring/service/ScoreServiceIT.java
@@ -226,4 +226,39 @@ void shouldBeAbleToRetrieveAllPluginsWithSpecificScore() {
         assertThat(scoreService.getAllLatestScoresWithValue(50)).containsExactly(s2);
         assertThat(scoreService.getAllLatestScoresWithValue(75)).containsExactlyInAnyOrder(s3, s4);
     }
+
+    @Test
+    void shouldBeAbleToRetrieveScoresWithIncompleteSections() {
+        final Plugin p1 =
+                entityManager.persist(new Plugin("foo", new VersionNumber("1.0"), "scm", ZonedDateTime.now()));
+        final Plugin p2 =
+                entityManager.persist(new Plugin("bar", new VersionNumber("1.1"), "scm", ZonedDateTime.now()));
+        final Plugin p3 =
+                entityManager.persist(new Plugin("zoo", new VersionNumber("1.1"), "scm", ZonedDateTime.now()));
+
+        final Score s1 = new Score(p1, ZonedDateTime.now().minusDays(1));
+        s1.addDetail(new ScoreResult("key-1", 90, 1, Set.of(), 1));
+        s1.addDetail(new ScoreResult("key-2", 80, 1, Set.of(), 1));
+        final Score s2 = new Score(p1, ZonedDateTime.now());
+        s2.addDetail(new ScoreResult("key-1", 50, 1, Set.of(), 1));
+        s2.addDetail(new ScoreResult("key-2", 80, 1, Set.of(), 1));
+        final Score s3 = new Score(p2, ZonedDateTime.now());
+        s3.addDetail(new ScoreResult("key-1", 100, 1, Set.of(), 1));
+        s3.addDetail(new ScoreResult("key-2", 100, 1, Set.of(), 1));
+        final Score s4 = new Score(p3, ZonedDateTime.now());
+        s4.addDetail(new ScoreResult("key-1", 75, 1, Set.of(), 1));
+        s4.addDetail(new ScoreResult("key-2", 100, 1, Set.of(), 1));
+
+        entityManager.persist(s1);
+        entityManager.persist(s2);
+        entityManager.persist(s3);
+        entityManager.persist(s4);
+
+        assertThat(scoreService.getAllLatestScoresWithIncompleteScoring("key-1"))
+                .containsExactlyInAnyOrder(s2, s4);
+        assertThat(scoreService.getAllLatestScoresWithIncompleteScoring("key-2"))
+                .containsOnly(s2);
+        assertThat(scoreService.getAllLatestScoresWithIncompleteScoring("key-3"))
+                .containsExactlyInAnyOrder(s2, s3, s4);
+    }
 }
diff --git a/war/src/main/java/io/jenkins/pluginhealth/scoring/http/DataController.java b/war/src/main/java/io/jenkins/pluginhealth/scoring/http/DataController.java
index 9ffa6e45a..3dac094d3 100644
--- a/war/src/main/java/io/jenkins/pluginhealth/scoring/http/DataController.java
+++ b/war/src/main/java/io/jenkins/pluginhealth/scoring/http/DataController.java
@@ -23,7 +23,13 @@
  */
 package io.jenkins.pluginhealth.scoring.http;
 
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import io.jenkins.pluginhealth.scoring.scores.Scoring;
 import io.jenkins.pluginhealth.scoring.service.ScoreService;
+import io.jenkins.pluginhealth.scoring.service.ScoringService;
 
 import org.springframework.stereotype.Controller;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -37,9 +43,11 @@
 public class DataController {
 
     private final ScoreService scoreService;
+    private final ScoringService scoringService;
 
-    public DataController(ScoreService scoreService) {
+    public DataController(ScoreService scoreService, ScoringService scoringService) {
         this.scoreService = scoreService;
+        this.scoringService = scoringService;
     }
 
     @ModelAttribute(name = "module")
@@ -61,4 +69,23 @@ public ModelAndView pluginsPerScore(@PathVariable int score) {
         modelAndView.addObject("scores", scoreService.getAllLatestScoresWithValue(score));
         return modelAndView;
     }
+
+    @GetMapping(path = {"/pluginsPerScoring", "/pluginsPerScoring/", "/pluginsPerScoring/{scoring}"})
+    public ModelAndView pluginsPerScoring(@PathVariable(required = false) String scoring) {
+        final ModelAndView modelAndView = new ModelAndView("data/pluginsPerScoring");
+        final Set<String> scoringKeys =
+                scoringService.getScoringList().stream().map(Scoring::key).collect(Collectors.toSet());
+        modelAndView.addObject("scorings", scoringKeys);
+        if (scoring != null) {
+            modelAndView.addObject("selectedScoring", scoring);
+            modelAndView.addObject("scores", scoreService.getAllLatestScoresWithIncompleteScoring(scoring));
+        } else {
+            final Map<String, Integer> distribution = scoringKeys.stream()
+                    .collect(Collectors.toMap(key -> key, key -> scoreService
+                            .getAllLatestScoresWithIncompleteScoring(key)
+                            .size()));
+            modelAndView.addObject("distribution", distribution);
+        }
+        return modelAndView;
+    }
 }
diff --git a/war/src/main/js/table.js b/war/src/main/js/table.js
index 1cae25982..3ddce43f4 100644
--- a/war/src/main/js/table.js
+++ b/war/src/main/js/table.js
@@ -8,5 +8,5 @@ export function setupDataTable(elementId, option = {}) {
     },
     ...option
   }
-  new DataTable(elementId, mergedOpt);
+  return new DataTable(elementId, mergedOpt);
 }
diff --git a/war/src/main/less/modules/score.less b/war/src/main/less/modules/score.less
index 8dbd83567..f185dd287 100644
--- a/war/src/main/less/modules/score.less
+++ b/war/src/main/less/modules/score.less
@@ -1,5 +1,12 @@
 @import '../abstracts/colors';
 
+.score--failure {
+  color: var(--danger);
+}
+.score--success {
+  color: var(--success);
+}
+
 ion-icon {
   font-size: 24px;
 
diff --git a/war/src/main/resources/templates/data/distribution.html b/war/src/main/resources/templates/data/distribution.html
index f7549cd0a..9f09978d8 100644
--- a/war/src/main/resources/templates/data/distribution.html
+++ b/war/src/main/resources/templates/data/distribution.html
@@ -6,7 +6,7 @@
 <body>
 
 <section data-layout-fragment="content">
-    <h1>Data</h1>
+    <h1>Data / Score distribution</h1>
     <div id="distribution-graph" style="width: 100%; height: 75vh">
     </div>
 
diff --git a/war/src/main/resources/templates/data/pluginsPerScore.html b/war/src/main/resources/templates/data/pluginsPerScore.html
index 98f29a2ab..e4bc1905d 100644
--- a/war/src/main/resources/templates/data/pluginsPerScore.html
+++ b/war/src/main/resources/templates/data/pluginsPerScore.html
@@ -6,24 +6,35 @@
 <body>
 
 <section data-layout-fragment="content">
-    <h1>Data</h1>
+    <h1>
+        <a href="/data">Data</a> / Per score
+    </h1>
     <div>
         <table class="table" id="plugins">
             <thead>
             <tr>
                 <th>Name</th>
                 <th>Value</th>
+                <th>Scorings</th>
                 <th>Computation timestamp</th>
-                <th></th>
+                <th>Details</th>
             </tr>
             </thead>
             <tbody>
             <tr data-th-each="score : ${scores}" data-th-with="plugin = ${score.plugin}">
                 <td data-th-text="${plugin.name}"></td>
                 <td data-th-text="${score.value}">
-                <td data-th-text="${#temporals.format(score.computedAt, 'yyyy-MM-dd HH:mm', 'UTC')}"></td>
                 <td>
-                    <a data-th-href="'/scores/' + ${plugin.name}" target="_blank">details</a>
+                    <code data-th-each="scoring: ${score.getDetails()}"
+                          class="label" data-th-classappend="|score--${scoring.value() == 100 ? 'success':'failure'}|">
+                        <span data-th-text="${scoring.key()}"></span>
+                        <ion-icon name="failure" data-th-if="${scoring.value() != 100}"></ion-icon>
+                        <ion-icon name="success" data-th-if="${scoring.value() == 100}"></ion-icon>
+                    </code>
+                </td>
+                <td data-th-text="${{score.computedAt}}"></td>
+                <td>
+                    <a data-th-href="|/scores/${plugin.name}|" target="_blank">details</a>
                 </td>
             </tr>
             </tbody>
diff --git a/war/src/main/resources/templates/data/pluginsPerScoring.html b/war/src/main/resources/templates/data/pluginsPerScoring.html
new file mode 100644
index 000000000..cd03e1a38
--- /dev/null
+++ b/war/src/main/resources/templates/data/pluginsPerScoring.html
@@ -0,0 +1,108 @@
+<!DOCTYPE html>
+<html lang="en" data-layout-decorate="~{layouts/main}">
+<head>
+    <title>Data</title>
+</head>
+<body>
+
+<section data-layout-fragment="content">
+    <h1>
+        <a href="/data">Data</a> /
+        <span data-th-if="${selectedScoring != null}" ><a href="/data/pluginsPerScoring">Per scoring</a> / <span data-th-text="${selectedScoring}"></span></span>
+        <span data-th-unless="${selectedScoring != null}">Per scoring</span>
+    </h1>
+    <div data-th-if="${scores != null}">
+        <table class="table" id="plugins">
+            <thead>
+            <tr>
+                <th>Name</th>
+                <th>Value</th>
+                <th>Popularity</th>
+                <th>Scorings</th>
+                <th>Computation timestamp</th>
+                <th>Details</th>
+            </tr>
+            </thead>
+            <tbody>
+            <tr data-th-each="score : ${scores}" data-th-with="plugin = ${score.plugin}">
+                <td data-th-text="${plugin.name}"></td>
+                <td data-th-text="${score.value}"></td>
+                <td data-th-text="${plugin.getDetails().get('stat').message}"></td>
+                <td>
+                    <code data-th-each="scoring: ${score.getDetails()}"
+                          class="label" data-th-classappend="|score--${scoring.value() == 100 ? 'success':'failure'}|">
+                        <span data-th-text="${scoring.key()}"></span>
+                        <ion-icon name="failure" data-th-if="${scoring.value() != 100}"></ion-icon>
+                        <ion-icon name="success" data-th-if="${scoring.value() == 100}"></ion-icon>
+                    </code>
+                </td>
+                <td data-th-text="${{score.computedAt}}"></td>
+                <td>
+                    <a data-th-href="|/scores/${plugin.name}|" target="_blank">
+                        <ion-icon name="eye-outline"></ion-icon>
+                    </a>
+                </td>
+            </tr>
+            </tbody>
+        </table>
+    </div>
+    <div data-th-if="${distribution != null}" id="distribution-graph" style="width: 100%; height: 75vh"></div>
+
+    <script data-th-src="@{/js/chart.js}" type="application/javascript"></script>
+    <script data-th-src="@{/js/table.js}" type="application/javascript"></script>
+    <link data-th-href="@{/js/table.css}" rel="stylesheet"/>
+    <script defer type="application/javascript" data-th-if="${scores != null}">
+        const table = module['js/table'].setupDataTable('#plugins', {
+            perPageSelect: [25, 50, 100],
+        });
+        table.on('datatable.init', () => {
+            table.columns.sort(2, 'desc');
+        })
+    </script>
+    <script defer type="application/javascript" data-th-inline="javascript" data-th-if="${distribution != null}">
+        const distribution = /*[[${distribution}]]*/{}
+        if (distribution !== {}) {
+            const source = [...Object.keys(distribution).flatMap((scoring) => ({'scoring': scoring, 'count': distribution[scoring]}))]
+            const option = {
+                title: {
+                    show: true,
+                    text: 'Count of plugins failing each scoring',
+                },
+                dataset: {
+                    source,
+                },
+                xAxis: {
+                    type: 'category',
+                    name: 'Scoring',
+                    axisTick: {
+                        alignWithLabel: true
+                    },
+                    axisPointer: {
+                        snap: true,
+                    },
+                    axisLabel: {
+                        interval: 0,
+                    },
+                },
+                yAxis: {
+                    type: 'value',
+                    name: 'Number of plugins',
+                    axisPointer: {
+                        snap: true
+                    },
+                },
+                series: [{
+                    type: 'bar',
+                    animation: false,
+                }]
+            }
+            const chart = module["js/chart"].createChart('distribution-graph', option)
+            chart.on('click', ({data: {scoring}}) => {
+                window.open(`/data/pluginsPerScoring/${scoring}`)
+            })
+        }
+    </script>
+</section>
+
+</body>
+</html>
diff --git a/war/src/main/resources/templates/scores/listing.html b/war/src/main/resources/templates/scores/listing.html
index 4d6029312..0ad6005e5 100644
--- a/war/src/main/resources/templates/scores/listing.html
+++ b/war/src/main/resources/templates/scores/listing.html
@@ -15,6 +15,7 @@ <h1>Scores</h1>
             <th>Weight</th>
             <th>What is validated</th>
             <th>Description</th>
+            <th>View failing plugins</th>
         </tr>
         </thead>
         <tbody>
@@ -28,6 +29,11 @@ <h1>Scores</h1>
                 </ul>
             </td>
             <td data-th-text="${scoring.description}"></td>
+            <td>
+                <a data-th-href="|/data/pluginsPerScoring/${scoring.key()}|">
+                    <ion-icon name="eye-outline"></ion-icon>
+                </a>
+            </td>
         </tr>
         </tbody>
     </table>
diff --git a/war/src/main/svg/eye-outline.svg b/war/src/main/svg/eye-outline.svg
new file mode 100644
index 000000000..663f3f1fb
--- /dev/null
+++ b/war/src/main/svg/eye-outline.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="ionicon" viewBox="0 0 512 512"><path d="M255.66 112c-77.94 0-157.89 45.11-220.83 135.33a16 16 0 00-.27 17.77C82.92 340.8 161.8 400 255.66 400c92.84 0 173.34-59.38 221.79-135.25a16.14 16.14 0 000-17.47C428.89 172.28 347.8 112 255.66 112z" fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><circle cx="256" cy="256" r="80" fill="none" stroke="currentColor" stroke-miterlimit="10" stroke-width="32"/></svg>
\ No newline at end of file