diff --git a/Plan/common/src/main/java/com/djrapitops/plan/delivery/webserver/resolver/json/QueryJSONResolver.java b/Plan/common/src/main/java/com/djrapitops/plan/delivery/webserver/resolver/json/QueryJSONResolver.java
index 8426a2ef3..409a8edbe 100644
--- a/Plan/common/src/main/java/com/djrapitops/plan/delivery/webserver/resolver/json/QueryJSONResolver.java
+++ b/Plan/common/src/main/java/com/djrapitops/plan/delivery/webserver/resolver/json/QueryJSONResolver.java
@@ -16,8 +16,10 @@
  */
 package com.djrapitops.plan.delivery.webserver.resolver.json;
 
+import com.djrapitops.plan.delivery.domain.DateMap;
 import com.djrapitops.plan.delivery.formatting.Formatters;
 import com.djrapitops.plan.delivery.rendering.json.PlayersTableJSONCreator;
+import com.djrapitops.plan.delivery.rendering.json.graphs.GraphJSONCreator;
 import com.djrapitops.plan.delivery.web.resolver.MimeType;
 import com.djrapitops.plan.delivery.web.resolver.Resolver;
 import com.djrapitops.plan.delivery.web.resolver.Response;
@@ -30,12 +32,14 @@ import com.djrapitops.plan.settings.config.paths.TimeSettings;
 import com.djrapitops.plan.settings.locale.Locale;
 import com.djrapitops.plan.storage.database.DBSystem;
 import com.djrapitops.plan.storage.database.Database;
+import com.djrapitops.plan.storage.database.queries.analysis.NetworkActivityIndexQueries;
 import com.djrapitops.plan.storage.database.queries.filter.Filter;
 import com.djrapitops.plan.storage.database.queries.filter.FilterQuery;
 import com.djrapitops.plan.storage.database.queries.filter.QueryFilters;
 import com.djrapitops.plan.storage.database.queries.objects.playertable.QueryTablePlayersQuery;
 import com.djrapitops.plan.storage.json.JSONStorage;
 import com.djrapitops.plan.utilities.java.Maps;
+import com.djrapitops.plugin.api.TimeAmount;
 import com.google.gson.Gson;
 
 import javax.inject.Inject;
@@ -54,6 +58,7 @@ public class QueryJSONResolver implements Resolver {
     private final PlanConfig config;
     private final DBSystem dbSystem;
     private final JSONStorage jsonStorage;
+    private final GraphJSONCreator graphJSONCreator;
     private final Locale locale;
     private final Formatters formatters;
 
@@ -63,6 +68,7 @@ public class QueryJSONResolver implements Resolver {
             PlanConfig config,
             DBSystem dbSystem,
             JSONStorage jsonStorage,
+            GraphJSONCreator graphJSONCreator,
             Locale locale,
             Formatters formatters
     ) {
@@ -70,6 +76,7 @@ public class QueryJSONResolver implements Resolver {
         this.config = config;
         this.dbSystem = dbSystem;
         this.jsonStorage = jsonStorage;
+        this.graphJSONCreator = graphJSONCreator;
         this.locale = locale;
         this.formatters = formatters;
     }
@@ -140,12 +147,34 @@ public class QueryJSONResolver implements Resolver {
 
         Database database = dbSystem.getDatabase();
         return Maps.builder(String.class, Object.class)
-                .put("players", new PlayersTableJSONCreator(
-                        database.query(new QueryTablePlayersQuery(playerUUIDs, after, before, config.get(TimeSettings.ACTIVE_PLAY_THRESHOLD))),
-                        Collections.emptyMap(),
-                        config.get(DisplaySettings.OPEN_PLAYER_LINKS_IN_NEW_TAB),
-                        formatters, locale
-                ).toJSONMap())
+                .put("players", getPlayersTableData(playerUUIDs, after, before))
+                .put("activity", getActivityGraphData(playerUUIDs, after, before))
                 .build();
     }
+
+    private Map<String, Object> getActivityGraphData(Set<UUID> playerUUIDs, long after, long before) {
+        Database database = dbSystem.getDatabase();
+        Long threshold = config.get(TimeSettings.ACTIVE_PLAY_THRESHOLD);
+
+        long twoMonthsBeforeLastDate = before - TimeAmount.MONTH.toMillis(2L);
+        long stopDate = Math.max(twoMonthsBeforeLastDate, after);
+
+        DateMap<Map<String, Integer>> activityData = new DateMap<>();
+        for (long time = before; time >= stopDate; time -= TimeAmount.WEEK.toMillis(1L)) {
+            activityData.put(time, database.query(NetworkActivityIndexQueries.fetchActivityIndexGroupingsOn(time, threshold, playerUUIDs)));
+        }
+
+        Map<String, Object> activityGraphJSON = graphJSONCreator.createActivityGraphJSON(activityData);
+        return activityGraphJSON;
+    }
+
+    private Map<String, Object> getPlayersTableData(Set<UUID> playerUUIDs, long after, long before) {
+        Database database = dbSystem.getDatabase();
+        return new PlayersTableJSONCreator(
+                database.query(new QueryTablePlayersQuery(playerUUIDs, after, before, config.get(TimeSettings.ACTIVE_PLAY_THRESHOLD))),
+                Collections.emptyMap(),
+                config.get(DisplaySettings.OPEN_PLAYER_LINKS_IN_NEW_TAB),
+                formatters, locale
+        ).toJSONMap();
+    }
 }
diff --git a/Plan/common/src/main/java/com/djrapitops/plan/storage/database/queries/analysis/NetworkActivityIndexQueries.java b/Plan/common/src/main/java/com/djrapitops/plan/storage/database/queries/analysis/NetworkActivityIndexQueries.java
index 8e39565b3..416bd4cb7 100644
--- a/Plan/common/src/main/java/com/djrapitops/plan/storage/database/queries/analysis/NetworkActivityIndexQueries.java
+++ b/Plan/common/src/main/java/com/djrapitops/plan/storage/database/queries/analysis/NetworkActivityIndexQueries.java
@@ -21,6 +21,7 @@ import com.djrapitops.plan.storage.database.queries.Query;
 import com.djrapitops.plan.storage.database.queries.QueryStatement;
 import com.djrapitops.plan.storage.database.sql.tables.SessionsTable;
 import com.djrapitops.plan.storage.database.sql.tables.UsersTable;
+import org.apache.commons.text.TextStringBuilder;
 
 import java.sql.PreparedStatement;
 import java.sql.ResultSet;
@@ -162,6 +163,36 @@ public class NetworkActivityIndexQueries {
         };
     }
 
+    public static Query<Map<String, Integer>> fetchActivityIndexGroupingsOn(long date, long threshold, Collection<UUID> playerUUIDs) {
+        String selectActivityIndex = selectActivityIndexSQL();
+
+        String selectIndexes = SELECT + "activity_index" +
+                FROM + UsersTable.TABLE_NAME + " u" +
+                LEFT_JOIN + '(' + selectActivityIndex + ") s on s." + SessionsTable.USER_UUID + "=u." + UsersTable.USER_UUID +
+                WHERE + "u." + UsersTable.REGISTERED + "<=?" +
+                AND + "u." + UsersTable.USER_UUID + " IN ('" +
+                new TextStringBuilder().appendWithSeparators(playerUUIDs, "','").build() + "')";
+
+        return new QueryStatement<Map<String, Integer>>(selectIndexes) {
+            @Override
+            public void prepare(PreparedStatement statement) throws SQLException {
+                setSelectActivityIndexSQLParameters(statement, 1, threshold, date);
+                statement.setLong(9, date);
+            }
+
+            @Override
+            public Map<String, Integer> processResults(ResultSet set) throws SQLException {
+                Map<String, Integer> groups = new HashMap<>();
+                while (set.next()) {
+                    double activityIndex = set.getDouble("activity_index");
+                    String group = ActivityIndex.getGroup(activityIndex);
+                    groups.put(group, groups.getOrDefault(group, 0) + 1);
+                }
+                return groups;
+            }
+        };
+    }
+
     public static Query<Integer> countNewPlayersTurnedRegular(long after, long before, Long threshold) {
         String selectActivityIndex = selectActivityIndexSQL();
 
diff --git a/Plan/common/src/main/resources/assets/plan/web/js/query.js b/Plan/common/src/main/resources/assets/plan/web/js/query.js
index f013ca031..ffc2f97c5 100644
--- a/Plan/common/src/main/resources/assets/plan/web/js/query.js
+++ b/Plan/common/src/main/resources/assets/plan/web/js/query.js
@@ -303,19 +303,29 @@ function runQuery() {
 
         renderDataResultScreen(json.data.players.data.length, json.view ? json.view : {});
 
+        // Set URL so that the query result can be shared
         window.history.replaceState({}, '', `${location.pathname}?timestamp=${json.timestamp}`);
 
+        // Player table
         $('.player-table').DataTable({
             responsive: true,
             columns: json.data.players.columns,
             data: json.data.players.data,
             order: [[5, "desc"]]
-        })
+        });
+
+        // Activity graphs
+        const activity_data = json.data.activity;
+        activityPie('activityPie', {
+            name: 'Players', colorByPoint: true, data: activity_data.activity_pie_series
+        });
+        stackChart('activityStackGraph', activity_data.activity_labels, activity_data.activity_series, 'Players');
 
         const activityIndexHeader = document.querySelector("#DataTables_Table_0 thead th:nth-of-type(2)");
         const lastSeenHeader = document.querySelector("#DataTables_Table_0 thead th:nth-of-type(6)");
 
-        activityIndexHeader.innerHTML += ` (${filterView.beforeDate})`
+        document.querySelector("#activity-date").innerHTML = json.view.beforeDate;
+        activityIndexHeader.innerHTML += ` (${json.view.beforeDate})`
         lastSeenHeader.innerHTML += ` (view)`
     });
 }
@@ -351,5 +361,28 @@ function renderDataResultScreen(resultCount, view) {
                     </div>
                 </div>
             </div>
+            <div class="row">
+                <div class="col-xl-8 col-lg-8 col-sm-12">
+                    <div class="card shadow mb-4">
+                        <div class="card-header py-3 d-flex flex-row align-items-center justify-content-between">
+                            <h6 class="m-0 font-weight-bold col-black"><i
+                                    class="fas fa-fw fa-chart-line col-amber"></i>
+                                Activity of matched players</h6>
+                        </div>
+                        <div class="chart-area" id="activityStackGraph"></div>
+                    </div>
+                </div>
+
+                <div class="col-xl-4 col-lg-4 col-sm-12">
+                    <div class="card shadow mb-4">
+                        <div class="card-header py-3 d-flex flex-row align-items-center justify-content-between">
+                            <h6 class="m-0 font-weight-bold col-black"><i
+                                    class="fa fa-fw fa-users col-amber"></i>
+                                Activity on <span id="activity-date"></span></h6>
+                        </div>
+                        <div class="chart-area" id="activityPie"></div>
+                    </div>
+                </div>
+            </div>
         </div>`;
 }
\ No newline at end of file
diff --git a/Plan/common/src/main/resources/assets/plan/web/query.html b/Plan/common/src/main/resources/assets/plan/web/query.html
index c8f75528e..70640355d 100644
--- a/Plan/common/src/main/resources/assets/plan/web/query.html
+++ b/Plan/common/src/main/resources/assets/plan/web/query.html
@@ -316,8 +316,12 @@
 <!-- Page level plugins -->
 <script src="vendor/datatables/jquery.dataTables.min.js"></script>
 <script src="vendor/datatables/dataTables.bootstrap4.min.js"></script>
+<script src="./vendor/highcharts/highstock.js"></script>
+<script src="./vendor/highcharts/map.js"></script>
+<script src="./vendor/highcharts/world.js"></script>
 
 <!-- Page level custom scripts -->
+<script src="./js/graphs.js"></script>
 <script src='./js/query.js'></script>
 
 <script id="mainScript">