diff --git a/src/components/chart/statistics-chart.ts b/src/components/chart/statistics-chart.ts
index b0ee80b917..d187dfa1ea 100644
--- a/src/components/chart/statistics-chart.ts
+++ b/src/components/chart/statistics-chart.ts
@@ -32,7 +32,7 @@ import {
 import type { HomeAssistant } from "../../types";
 import "./ha-chart-base";
 
-export type ExtendedStatisticType = StatisticType | "state";
+export type ExtendedStatisticType = StatisticType | "state" | "change";
 
 export const statTypeMap: Record<ExtendedStatisticType, StatisticType> = {
   mean: "mean",
@@ -40,7 +40,9 @@ export const statTypeMap: Record<ExtendedStatisticType, StatisticType> = {
   max: "max",
   sum: "sum",
   state: "sum",
+  change: "sum",
 };
+
 @customElement("statistics-chart")
 class StatisticsChart extends LitElement {
   @property({ attribute: false }) public hass!: HomeAssistant;
@@ -361,6 +363,7 @@ class StatisticsChart extends LitElement {
 
       let prevDate: Date | null = null;
       // Process chart data.
+      let firstSum: number | null = null;
       let prevSum: number | null = null;
       stats.forEach((stat) => {
         const date = new Date(stat.start);
@@ -372,12 +375,19 @@ class StatisticsChart extends LitElement {
         statTypes.forEach((type) => {
           let val: number | null;
           if (type === "sum") {
-            if (prevSum === null) {
+            if (firstSum === null) {
               val = 0;
-              prevSum = stat.sum;
+              firstSum = stat.sum;
             } else {
-              val = (stat.sum || 0) - prevSum;
+              val = (stat.sum || 0) - firstSum;
             }
+          } else if (type === "change") {
+            if (prevSum === null) {
+              prevSum = stat.sum;
+              return;
+            }
+            val = (stat.sum || 0) - prevSum;
+            prevSum = stat.sum;
           } else {
             val = stat[type];
           }
@@ -386,9 +396,6 @@ class StatisticsChart extends LitElement {
         pushData(date, dataValues);
       });
 
-      // Add an entry for final values
-      pushData(endTime, prevValues);
-
       // Concat two arrays
       Array.prototype.push.apply(totalDataSets, statDataSets);
     });
diff --git a/src/components/ha-selector/ha-selector-select.ts b/src/components/ha-selector/ha-selector-select.ts
index fddb300c7b..4029846998 100644
--- a/src/components/ha-selector/ha-selector-select.ts
+++ b/src/components/ha-selector/ha-selector-select.ts
@@ -89,23 +89,25 @@ export class HaSelectSelector extends LitElement {
         !this.value || this.value === "" ? [] : (this.value as string[]);
 
       return html`
-        <ha-chip-set>
-          ${value?.map(
-            (item, idx) =>
-              html`
-                <ha-chip hasTrailingIcon>
-                  ${options.find((option) => option.value === item)?.label ||
-                  item}
-                  <ha-svg-icon
-                    slot="trailing-icon"
-                    .path=${mdiClose}
-                    .idx=${idx}
-                    @click=${this._removeItem}
-                  ></ha-svg-icon>
-                </ha-chip>
-              `
-          )}
-        </ha-chip-set>
+        ${value?.length
+          ? html`<ha-chip-set>
+              ${value.map(
+                (item, idx) =>
+                  html`
+                    <ha-chip hasTrailingIcon>
+                      ${options.find((option) => option.value === item)
+                        ?.label || item}
+                      <ha-svg-icon
+                        slot="trailing-icon"
+                        .path=${mdiClose}
+                        .idx=${idx}
+                        @click=${this._removeItem}
+                      ></ha-svg-icon>
+                    </ha-chip>
+                  `
+              )}
+            </ha-chip-set>`
+          : ""}
 
         <ha-combo-box
           item-value-path="value"
@@ -116,7 +118,7 @@ export class HaSelectSelector extends LitElement {
           .disabled=${this.disabled}
           .required=${this.required && !value.length}
           .value=${this._filter}
-          .items=${options.filter(
+          .filteredItems=${options.filter(
             (option) => !option.disabled && !value?.includes(option.value)
           )}
           @filter-changed=${this._filterChanged}
diff --git a/src/panels/lovelace/cards/hui-statistics-graph-card.ts b/src/panels/lovelace/cards/hui-statistics-graph-card.ts
index 0d26c38c3f..6572c82fec 100644
--- a/src/panels/lovelace/cards/hui-statistics-graph-card.ts
+++ b/src/panels/lovelace/cards/hui-statistics-graph-card.ts
@@ -1,3 +1,4 @@
+import { HassEntity } from "home-assistant-js-websocket";
 import {
   css,
   CSSResultGroup,
@@ -18,6 +19,7 @@ import {
   StatisticsMetaData,
 } from "../../../data/recorder";
 import { HomeAssistant } from "../../../types";
+import { findEntities } from "../common/find-entities";
 import { hasConfigOrEntitiesChanged } from "../common/has-changed";
 import { processConfigEntities } from "../common/process-config-entities";
 import { LovelaceCard } from "../types";
@@ -30,8 +32,25 @@ export class HuiStatisticsGraphCard extends LitElement implements LovelaceCard {
     return document.createElement("hui-statistics-graph-card-editor");
   }
 
-  public static getStubConfig(): StatisticsGraphCardConfig {
-    return { type: "statistics-graph", entities: [] };
+  public static getStubConfig(
+    hass: HomeAssistant,
+    entities: string[],
+    entitiesFill: string[]
+  ): StatisticsGraphCardConfig {
+    const includeDomains = ["sensor"];
+    const maxEntities = 1;
+    const foundEntities = findEntities(
+      hass,
+      maxEntities,
+      entities,
+      entitiesFill,
+      includeDomains,
+      (stateObj: HassEntity) => "state_class" in stateObj.attributes
+    );
+    return {
+      type: "statistics-graph",
+      entities: foundEntities.length ? [foundEntities[0]] : [],
+    };
   }
 
   @property({ attribute: false }) public hass?: HomeAssistant;
diff --git a/src/panels/lovelace/editor/config-elements/hui-statistics-graph-card-editor.ts b/src/panels/lovelace/editor/config-elements/hui-statistics-graph-card-editor.ts
index 9a9e427601..0f911d8826 100644
--- a/src/panels/lovelace/editor/config-elements/hui-statistics-graph-card-editor.ts
+++ b/src/panels/lovelace/editor/config-elements/hui-statistics-graph-card-editor.ts
@@ -23,7 +23,10 @@ import { fireEvent } from "../../../../common/dom/fire_event";
 import { ensureArray } from "../../../../common/ensure-array";
 import type { LocalizeFunc } from "../../../../common/translations/localize";
 import { deepEqual } from "../../../../common/util/deep-equal";
-import { statTypeMap } from "../../../../components/chart/statistics-chart";
+import {
+  ExtendedStatisticType,
+  statTypeMap,
+} from "../../../../components/chart/statistics-chart";
 import "../../../../components/entity/ha-statistics-picker";
 import "../../../../components/ha-form/ha-form";
 import type { HaFormSchema } from "../../../../components/ha-form/types";
@@ -44,6 +47,7 @@ import { entitiesConfigStruct } from "../structs/entities-struct";
 const statTypeStruct = union([
   literal("state"),
   literal("sum"),
+  literal("change"),
   literal("min"),
   literal("max"),
   literal("mean"),
@@ -71,7 +75,14 @@ const cardConfigStruct = assign(
 );
 
 const periods = ["5minute", "hour", "day", "week", "month"] as const;
-const stat_types = ["mean", "min", "max", "sum", "state"] as const;
+const stat_types = [
+  "mean",
+  "min",
+  "max",
+  "sum",
+  "state",
+  "change",
+] as ExtendedStatisticType[];
 
 @customElement("hui-statistics-graph-card-editor")
 export class HuiStatisticsGraphCardEditor
@@ -165,6 +176,7 @@ export class HuiStatisticsGraphCardEditor
               selector: {
                 select: {
                   multiple: true,
+                  mode: "list",
                   options: stat_types.map((stat_type) => ({
                     value: stat_type,
                     label: localize(
@@ -222,13 +234,13 @@ export class HuiStatisticsGraphCardEditor
       this._metaDatas
     );
     const configured_stat_types = this._config!.stat_types
-      ? Array.isArray(this._config!.stat_types)
-        ? this._config!.stat_types
-        : [this._config!.stat_types]
-      : stat_types.filter((stat_type) =>
-          this._metaDatas?.every((metaData) =>
-            statisticsMetaHasType(metaData, statTypeMap[stat_type])
-          )
+      ? ensureArray(this._config.stat_types)
+      : stat_types.filter(
+          (stat_type) =>
+            stat_type !== "change" &&
+            this._metaDatas?.every((metaData) =>
+              statisticsMetaHasType(metaData, statTypeMap[stat_type])
+            )
         );
     const data = {
       chart_type: "line",
diff --git a/src/translations/en.json b/src/translations/en.json
index abc2776549..4792ad0ee0 100755
--- a/src/translations/en.json
+++ b/src/translations/en.json
@@ -525,7 +525,8 @@
           "max": "max",
           "mean": "mean",
           "state": "state",
-          "sum": "sum"
+          "sum": "sum",
+          "change": "change"
         }
       },
       "service-picker": {
@@ -4063,7 +4064,8 @@
                 "min": "Min",
                 "max": "Max",
                 "state": "State",
-                "sum": "Sum (change during period)"
+                "sum": "Sum",
+                "change": "Change"
               },
               "chart_type": "Chart type",
               "periods": {