diff --git a/src/statistics/FancyGraphCard.tsx b/src/statistics/FancyGraphCard.tsx
index ef168345d..a240225cd 100644
--- a/src/statistics/FancyGraphCard.tsx
+++ b/src/statistics/FancyGraphCard.tsx
@@ -20,9 +20,9 @@ import { datasets } from "./datasets.tsx";
 import { formatDate } from "../utils/formatDate.ts";
 import DatasetPickerCard from "./components/DatasetPickerCard.tsx";
 import { getFirstOfMonth } from "./utils.tsx";
-import DateRangePickerCard from "./components/DateRangePickerCard.tsx";
 import TapirButton from "../components/TapirButton.tsx";
 import { Download } from "react-bootstrap-icons";
+import DateRangePicker from "./components/DateRangePicker.tsx";
 
 declare let gettext: (english_text: string) => string;
 
@@ -58,6 +58,7 @@ const FancyGraphCard: React.FC = () => {
   const [graphLabels, setGraphLabels] = useState<string[]>([]);
   const [dates, setDates] = useState<Date[]>([]);
   const [fetching, setFetching] = useState(false);
+  const [datapickerExpanded, setDatapickerExpanded] = useState(false);
   const cachedData = useRef<CachedData>({});
   const api = useApi(StatisticsApi);
 
@@ -228,24 +229,6 @@ const FancyGraphCard: React.FC = () => {
 
   return (
     <>
-      <Row className={"mb-2"}>
-        <Col>
-          <DatasetPickerCard
-            setEnabledDatasets={setEnabledDatasets}
-            enabledDatasetsRef={enabledDatasetsRef}
-          />
-        </Col>
-      </Row>
-      <Row className={"mb-2"}>
-        <Col>
-          <DateRangePickerCard
-            dateFrom={dateFrom}
-            setDateFrom={setDateFrom}
-            dateTo={dateTo}
-            setDateTo={setDateTo}
-          />
-        </Col>
-      </Row>
       {error && (
         <Row className={"mb-2"}>
           <Col>
@@ -254,6 +237,14 @@ const FancyGraphCard: React.FC = () => {
         </Row>
       )}
       <Row>
+        <Col className={"mb-2 " + (datapickerExpanded ? "" : "col-xxl-3")}>
+          <DatasetPickerCard
+            setEnabledDatasets={setEnabledDatasets}
+            enabledDatasetsRef={enabledDatasetsRef}
+            isExpanded={datapickerExpanded}
+            setIsExpanded={setDatapickerExpanded}
+          />
+        </Col>
         <Col>
           <Card>
             <Card.Header
@@ -262,12 +253,20 @@ const FancyGraphCard: React.FC = () => {
               <h5>
                 {gettext("Graph")} {fetching && <Spinner size={"sm"} />}
               </h5>
-              <TapirButton
-                variant={"outline-secondary"}
-                text={"Download as CSV"}
-                icon={Download}
-                onClick={downloadCurrentData}
-              />
+              <span className={"d-flex gap-2"}>
+                <DateRangePicker
+                  dateFrom={dateFrom}
+                  setDateFrom={setDateFrom}
+                  dateTo={dateTo}
+                  setDateTo={setDateTo}
+                />
+                <TapirButton
+                  variant={"outline-secondary"}
+                  text={"Download as CSV"}
+                  icon={Download}
+                  onClick={downloadCurrentData}
+                />
+              </span>
             </Card.Header>
             <Card.Body className={"p-2 m-2"}>
               <Chart
diff --git a/src/statistics/components/DatasetPickerCard.tsx b/src/statistics/components/DatasetPickerCard.tsx
index 0b056619b..1ae4a77f9 100644
--- a/src/statistics/components/DatasetPickerCard.tsx
+++ b/src/statistics/components/DatasetPickerCard.tsx
@@ -1,32 +1,48 @@
 import React, { MutableRefObject } from "react";
 import { Card, Form, Table } from "react-bootstrap";
 import { datasets } from "../datasets.tsx";
+import TapirButton from "../../components/TapirButton.tsx";
+import {
+  ArrowsCollapseVertical,
+  ArrowsExpandVertical,
+} from "react-bootstrap-icons";
 
 declare let gettext: (english_text: string) => string;
 
 interface DatasetPickerCardProps {
   enabledDatasetsRef: MutableRefObject<Set<string>>;
   setEnabledDatasets: (set: Set<string>) => void;
+  isExpanded: boolean;
+  setIsExpanded: (isExpanded: boolean) => void;
 }
 
 const DatasetPickerCard: React.FC<DatasetPickerCardProps> = ({
   enabledDatasetsRef,
   setEnabledDatasets,
+  isExpanded,
+  setIsExpanded,
 }) => {
   return (
     <Card>
-      <Card.Header>
+      <Card.Header
+        className={"d-flex justify-content-between align-items-center"}
+      >
         <h5>{gettext("Pick which data to display")}</h5>
+        <TapirButton
+          variant={"outline-secondary"}
+          icon={isExpanded ? ArrowsCollapseVertical : ArrowsExpandVertical}
+          onClick={() => setIsExpanded(!isExpanded)}
+        />
       </Card.Header>
       <Card.Body style={{ padding: "0" }}>
-        <Table className={"table-striped table-hover"}>
+        <Table className={"table-striped table-hover table-bordered table-sm"}>
           <thead>
             <tr>
               <th>Data</th>
               <th>Color</th>
               <th>Absolute</th>
               <th>Relative</th>
-              <th>Description</th>
+              {isExpanded && <th>Description</th>}
             </tr>
           </thead>
           <tbody>
@@ -38,10 +54,13 @@ const DatasetPickerCard: React.FC<DatasetPickerCardProps> = ({
               return (
                 <tr key={datasetId} style={{ verticalAlign: "middle" }}>
                   <td>{dataset.display_name}</td>
-                  <td className={"fs-2"} style={{ color: dataset.color }}>
+                  <td
+                    className={"fs-2 text-center"}
+                    style={{ color: dataset.color }}
+                  >
                     &#9632;
                   </td>
-                  <td>
+                  <td className={"text-center"}>
                     <Form.Check
                       type={"switch"}
                       onChange={(e) => {
@@ -54,7 +73,7 @@ const DatasetPickerCard: React.FC<DatasetPickerCardProps> = ({
                       }}
                     />
                   </td>
-                  <td>
+                  <td className={"text-center"}>
                     <Form.Check
                       key={datasetRelativeId}
                       type={"switch"}
@@ -68,9 +87,11 @@ const DatasetPickerCard: React.FC<DatasetPickerCardProps> = ({
                       }}
                     />
                   </td>
-                  <td>
-                    <div>{dataset.description}</div>
-                  </td>
+                  {isExpanded && (
+                    <td>
+                      <div>{dataset.description}</div>
+                    </td>
+                  )}
                 </tr>
               );
             })}
diff --git a/src/statistics/components/DateRangePicker.tsx b/src/statistics/components/DateRangePicker.tsx
new file mode 100644
index 000000000..61a9840b0
--- /dev/null
+++ b/src/statistics/components/DateRangePicker.tsx
@@ -0,0 +1,56 @@
+import React from "react";
+import { FloatingLabel, Form } from "react-bootstrap";
+import { getFirstOfMonth } from "../utils.tsx";
+
+declare let gettext: (english_text: string) => string;
+
+interface DateRangePickerProps {
+  dateFrom: Date;
+  setDateFrom: (date: Date) => void;
+  dateTo: Date;
+  setDateTo: (date: Date) => void;
+}
+
+const DateRangePicker: React.FC<DateRangePickerProps> = ({
+  dateFrom,
+  setDateFrom,
+  dateTo,
+  setDateTo,
+}) => {
+  return (
+    <>
+      <Form.Group>
+        <FloatingLabel label={"Date from"}>
+          <Form.Control
+            type={"date"}
+            value={
+              !isNaN(dateFrom.getTime())
+                ? dateFrom.toISOString().substring(0, 10)
+                : undefined
+            }
+            onChange={(event) => {
+              setDateFrom(getFirstOfMonth(new Date(event.target.value)));
+            }}
+          />
+        </FloatingLabel>
+      </Form.Group>
+      <Form.Group>
+        <FloatingLabel label={"Date from"}>
+          <Form.Control
+            type={"date"}
+            value={
+              !isNaN(dateTo.getTime())
+                ? dateTo.toISOString().substring(0, 10)
+                : undefined
+            }
+            onChange={(event) => {
+              setDateTo(getFirstOfMonth(new Date(event.target.value)));
+            }}
+          />
+        </FloatingLabel>
+      </Form.Group>
+    </>
+  );
+};
+
+export default DateRangePicker;
diff --git a/src/statistics/fancy_graph_entry.tsx b/src/statistics/fancy_graph_entry.tsx
index c8ff6ec26..5845ff56f 100644
--- a/src/statistics/fancy_graph_entry.tsx
+++ b/src/statistics/fancy_graph_entry.tsx
@@ -6,5 +6,5 @@ if (domNode) {
   const root = createRoot(domNode);
   root.render(<FancyGraphCard />);
 } else {
-  console.error("Failed to render welcome desk from React");
+  console.error("Failed to render fancy graph from React");
 }
diff --git a/tapir/statistics/migrations/0004_fancygraphcache.py b/tapir/statistics/migrations/0004_fancygraphcache.py
new file mode 100644
index 000000000..fc64f57b3
--- /dev/null
+++ b/tapir/statistics/migrations/0004_fancygraphcache.py
@@ -0,0 +1,30 @@
+# Generated by Django 5.1.3 on 2024-12-06 11:02
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("statistics", "0003_alter_purchasebasket_tapir_user"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="FancyGraphCache",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("view_name", models.CharField(max_length=255)),
+                ("date", models.DateField()),
+                ("value", models.IntegerField()),
+            ],
+        ),
+    ]
diff --git a/tapir/statistics/models.py b/tapir/statistics/models.py
index 4bb470298..a9421c6d5 100644
--- a/tapir/statistics/models.py
+++ b/tapir/statistics/models.py
@@ -23,3 +23,9 @@ class PurchaseBasket(models.Model):
     first_net_amount = models.FloatField()  # VKNetto_SUM
     second_net_amount = models.FloatField()  # EKNetto_SUM
     discount = models.FloatField()  # Rabatt_SUM
+
+
+class FancyGraphCache(models.Model):
+    view_name = models.CharField(max_length=255)
+    date = models.DateField()
+    value = models.IntegerField()
diff --git a/tapir/statistics/views/fancy_graph/base_view.py b/tapir/statistics/views/fancy_graph/base_view.py
index 7f193a901..971b4c64f 100644
--- a/tapir/statistics/views/fancy_graph/base_view.py
+++ b/tapir/statistics/views/fancy_graph/base_view.py
@@ -22,6 +22,7 @@
     ShiftAttendanceModeService,
 )
 from tapir.shifts.services.shift_expectation_service import ShiftExpectationService
+from tapir.statistics.models import FancyGraphCache
 
 
 class FancyGraphView(LoginRequiredMixin, PermissionRequiredMixin, generic.TemplateView):
@@ -38,9 +39,28 @@ class DatapointView(LoginRequiredMixin, PermissionRequiredMixin, APIView, ABC):
     permission_required = PERMISSION_COOP_MANAGE
 
     @abstractmethod
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         pass
 
+    def get_datapoint(self, reference_time: datetime.datetime):
+        reference_date = reference_time.date()
+        view_name = f"{self.__class__.__module__}.{self.__class__.__name__}"
+
+        if reference_date < timezone.now().date():
+            # Only use the cache for dates in the past:
+            # someone may make changes and check the results on the graph on the same day.
+            cached_value = FancyGraphCache.objects.filter(
+                view_name=view_name, date=reference_date
+            ).first()
+            if cached_value:
+                return cached_value.value
+
+        value = self.calculate_datapoint(reference_time)
+        FancyGraphCache.objects.create(
+            view_name=view_name, date=reference_date, value=value
+        )
+        return value
+
     @staticmethod
     def get_reference_time(request):
         at_date = request.query_params.get("at_date")
diff --git a/tapir/statistics/views/fancy_graph/number_of_abcd_members_view.py b/tapir/statistics/views/fancy_graph/number_of_abcd_members_view.py
index 5e0febb0c..148b97628 100644
--- a/tapir/statistics/views/fancy_graph/number_of_abcd_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_abcd_members_view.py
@@ -11,7 +11,7 @@
 
 
 class NumberOfAbcdMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         shift_user_datas = (
             get_shift_user_datas_of_working_members_annotated_with_attendance_mode(
                 reference_time
diff --git a/tapir/statistics/views/fancy_graph/number_of_active_members_view.py b/tapir/statistics/views/fancy_graph/number_of_active_members_view.py
index 7dcc364ec..a81bd7baf 100644
--- a/tapir/statistics/views/fancy_graph/number_of_active_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_active_members_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfActiveMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
         return ShareOwner.objects.with_status(
             MemberStatus.ACTIVE, reference_date
diff --git a/tapir/statistics/views/fancy_graph/number_of_co_purchasers_view.py b/tapir/statistics/views/fancy_graph/number_of_co_purchasers_view.py
index c26b6c6f4..770c322a2 100644
--- a/tapir/statistics/views/fancy_graph/number_of_co_purchasers_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_co_purchasers_view.py
@@ -11,7 +11,7 @@
 
 
 class NumberOfCoPurchasersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         tapir_users = TapirUser.objects.all()
         purchasing_members = NumberOfPurchasingMembersAtDateView.get_purchasing_members(
             reference_time
diff --git a/tapir/statistics/views/fancy_graph/number_of_created_resignations_view.py b/tapir/statistics/views/fancy_graph/number_of_created_resignations_view.py
index 20698b2d5..f2dde1b7a 100644
--- a/tapir/statistics/views/fancy_graph/number_of_created_resignations_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_created_resignations_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfCreatedResignationsInSameMonthView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
 
         return MembershipResignation.objects.filter(
diff --git a/tapir/statistics/views/fancy_graph/number_of_exempted_members_view.py b/tapir/statistics/views/fancy_graph/number_of_exempted_members_view.py
index 6b05a19a2..b14cb0b3f 100644
--- a/tapir/statistics/views/fancy_graph/number_of_exempted_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_exempted_members_view.py
@@ -9,7 +9,7 @@
 
 
 class NumberOfExemptedMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
         active_members = ShareOwner.objects.with_status(
             MemberStatus.ACTIVE, reference_date
diff --git a/tapir/statistics/views/fancy_graph/number_of_flying_members_view.py b/tapir/statistics/views/fancy_graph/number_of_flying_members_view.py
index 34cdd8199..44a4741b2 100644
--- a/tapir/statistics/views/fancy_graph/number_of_flying_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_flying_members_view.py
@@ -11,7 +11,7 @@
 
 
 class NumberOfFlyingMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         shift_user_datas = (
             get_shift_user_datas_of_working_members_annotated_with_attendance_mode(
                 reference_time
diff --git a/tapir/statistics/views/fancy_graph/number_of_frozen_members_view.py b/tapir/statistics/views/fancy_graph/number_of_frozen_members_view.py
index f82f399c9..70e693eaf 100644
--- a/tapir/statistics/views/fancy_graph/number_of_frozen_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_frozen_members_view.py
@@ -14,7 +14,7 @@
 class NumberOfFrozenMembersAtDateView(DatapointView):
     permission_required = PERMISSION_COOP_MANAGE
 
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         return self.get_members_frozen_at_datetime(reference_time).count()
 
     @staticmethod
diff --git a/tapir/statistics/views/fancy_graph/number_of_investing_members_view.py b/tapir/statistics/views/fancy_graph/number_of_investing_members_view.py
index eece21e8f..0d40dcc3e 100644
--- a/tapir/statistics/views/fancy_graph/number_of_investing_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_investing_members_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfInvestingMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
 
         return ShareOwner.objects.with_status(
diff --git a/tapir/statistics/views/fancy_graph/number_of_long_term_frozen_members_view.py b/tapir/statistics/views/fancy_graph/number_of_long_term_frozen_members_view.py
index 1b39bbc41..027f5d26d 100644
--- a/tapir/statistics/views/fancy_graph/number_of_long_term_frozen_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_long_term_frozen_members_view.py
@@ -11,7 +11,7 @@
 class NumberOfLongTermFrozenMembersAtDateView(DatapointView):
     permission_required = PERMISSION_COOP_MANAGE
 
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         share_owners = NumberOfFrozenMembersAtDateView.get_members_frozen_at_datetime(
             reference_time
         ).prefetch_related("user")
diff --git a/tapir/statistics/views/fancy_graph/number_of_members_view.py b/tapir/statistics/views/fancy_graph/number_of_members_view.py
index 7195ba10f..19ec04373 100644
--- a/tapir/statistics/views/fancy_graph/number_of_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_members_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
         total_count = 0
         for member_status in [
diff --git a/tapir/statistics/views/fancy_graph/number_of_paused_members_view.py b/tapir/statistics/views/fancy_graph/number_of_paused_members_view.py
index 320adb85b..5d9da6603 100644
--- a/tapir/statistics/views/fancy_graph/number_of_paused_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_paused_members_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfPausedMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
         return ShareOwner.objects.with_status(
             MemberStatus.PAUSED, reference_date
diff --git a/tapir/statistics/views/fancy_graph/number_of_pending_resignations_view.py b/tapir/statistics/views/fancy_graph/number_of_pending_resignations_view.py
index 7d2c57238..c0ddaa2d0 100644
--- a/tapir/statistics/views/fancy_graph/number_of_pending_resignations_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_pending_resignations_view.py
@@ -5,7 +5,7 @@
 
 
 class NumberOfPendingResignationsAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
 
         return MembershipResignation.objects.filter(
diff --git a/tapir/statistics/views/fancy_graph/number_of_purchasing_members_view.py b/tapir/statistics/views/fancy_graph/number_of_purchasing_members_view.py
index 6ed42a28b..7dec53175 100644
--- a/tapir/statistics/views/fancy_graph/number_of_purchasing_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_purchasing_members_view.py
@@ -9,7 +9,7 @@
 
 
 class NumberOfPurchasingMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time) -> int:
+    def calculate_datapoint(self, reference_time) -> int:
         return len(self.get_purchasing_members(reference_time))
 
     @staticmethod
diff --git a/tapir/statistics/views/fancy_graph/number_of_shift_partners_view.py b/tapir/statistics/views/fancy_graph/number_of_shift_partners_view.py
index 5c9aafbd9..4b5cdfe35 100644
--- a/tapir/statistics/views/fancy_graph/number_of_shift_partners_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_shift_partners_view.py
@@ -8,7 +8,7 @@
 
 
 class NumberOfShiftPartnersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time) -> int:
+    def calculate_datapoint(self, reference_time) -> int:
         shift_user_datas = (
             get_shift_user_datas_of_working_members_annotated_with_attendance_mode(
                 reference_time
diff --git a/tapir/statistics/views/fancy_graph/number_of_working_members_view.py b/tapir/statistics/views/fancy_graph/number_of_working_members_view.py
index c413f3e36..10fc6f4ec 100644
--- a/tapir/statistics/views/fancy_graph/number_of_working_members_view.py
+++ b/tapir/statistics/views/fancy_graph/number_of_working_members_view.py
@@ -13,7 +13,7 @@
 
 
 class NumberOfWorkingMembersAtDateView(DatapointView):
-    def get_datapoint(self, reference_time: datetime.datetime) -> int:
+    def calculate_datapoint(self, reference_time: datetime.datetime) -> int:
         reference_date = reference_time.date()
 
         shift_user_datas = (