diff --git a/.devcontainer.json b/.devcontainer.json
index 75877d8b..c8b423bb 100644
--- a/.devcontainer.json
+++ b/.devcontainer.json
@@ -4,8 +4,16 @@
       "extensions": [
         "bbenoist.Nix",
         "ms-python.python",
-        "batisteo.vscode-django"
-      ]
+        "batisteo.vscode-django",
+        "ms-python.black-formatter"
+      ],
+      "settings": {
+        "[python]": {
+          "editor": {
+            "defaultFormatter": "ms-python.black-formatter"
+          }
+        }
+      }
     }
   },
   "image": "ghcr.io/cachix/devenv:latest",
diff --git a/core/migrations/0030_weightpercentile_weightpercentile_unique_age_sex.py b/core/migrations/0030_weightpercentile_weightpercentile_unique_age_sex.py
new file mode 100644
index 00000000..5477e244
--- /dev/null
+++ b/core/migrations/0030_weightpercentile_weightpercentile_unique_age_sex.py
@@ -0,0 +1,92 @@
+# Generated by Django 4.2.5 on 2023-09-20 10:56
+
+from django.db import migrations, models, transaction
+from django.utils import dateparse
+import csv
+
+
+def add_to_ORM(WeightPercentile: models.Model, alias, filepath: str, sex: str):
+    with open(filepath) as csvfile:
+        weight_reader = csv.DictReader(csvfile)
+        data_list = []
+        for row in weight_reader:
+            data_list.append(
+                WeightPercentile(
+                    age_in_days=dateparse.parse_duration(f'P{row["Age"]}D'),
+                    sex=sex,
+                    p3_weight=row["P3"],
+                    p15_weight=row["P15"],
+                    p50_weight=row["P50"],
+                    p85_weight=row["P85"],
+                    p97_weight=row["P97"],
+                )
+            )
+        WeightPercentile.objects.using(alias).bulk_create(data_list, batch_size=50)
+
+
+def insert_weight_percentiles(apps, schema_editor):
+    WeightPercentile: models.Model = apps.get_model("core", "WeightPercentile")
+    db_alias = schema_editor.connection.alias
+    with transaction.atomic():
+        add_to_ORM(
+            WeightPercentile,
+            db_alias,
+            "core/migrations/weight_percentile_boys.csv",
+            "boy",
+        )
+    with transaction.atomic():
+        add_to_ORM(
+            WeightPercentile,
+            db_alias,
+            "core/migrations/weight_percentile_girls.csv",
+            "girl",
+        )
+
+
+def remove_weight_percentiles(apps, schema_editor):
+    WeightPercentile: models.Model = apps.get_model("core", "WeightPercentile")
+    db_alias = schema_editor.connection.alias
+    with transaction.atomic():
+        WeightPercentile.objects.using(db_alias).all().delete()
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("core", "0029_alter_pumping_options_remove_pumping_time_and_more"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="WeightPercentile",
+            fields=[
+                (
+                    "id",
+                    models.AutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("age_in_days", models.DurationField()),
+                ("p3_weight", models.FloatField()),
+                ("p15_weight", models.FloatField()),
+                ("p50_weight", models.FloatField()),
+                ("p85_weight", models.FloatField()),
+                ("p97_weight", models.FloatField()),
+                (
+                    "sex",
+                    models.CharField(
+                        choices=[("girl", "Girl"), ("boy", "Boy")], max_length=255
+                    ),
+                ),
+            ],
+        ),
+        migrations.AddConstraint(
+            model_name="weightpercentile",
+            constraint=models.UniqueConstraint(
+                fields=("age_in_days", "sex"), name="unique_age_sex"
+            ),
+        ),
+        migrations.RunPython(insert_weight_percentiles, remove_weight_percentiles),
+    ]
diff --git a/core/migrations/weight_percentile_boys.csv b/core/migrations/weight_percentile_boys.csv
new file mode 100644
index 00000000..4df2bf40
--- /dev/null
+++ b/core/migrations/weight_percentile_boys.csv
@@ -0,0 +1,1858 @@
+Age,L,M,S,P01,P1,P3,P5,P10,P15,P25,P50,P75,P85,P90,P95,P97,P99,P999
+0,0.3487,3.3464,0.14602,2.048,2.331,2.507,2.604,2.758,2.865,3.027,3.346,3.687,3.878,4.011,4.215,4.35,4.613,5.088
+1,0.3127,3.3174,0.14693,2.033,2.311,2.485,2.58,2.732,2.838,3,3.317,3.657,3.85,3.983,4.188,4.324,4.59,5.072
+2,0.3029,3.337,0.14676,2.049,2.327,2.501,2.597,2.75,2.856,3.018,3.337,3.679,3.872,4.007,4.212,4.35,4.618,5.104
+3,0.2959,3.3627,0.14647,2.068,2.348,2.523,2.619,2.772,2.879,3.042,3.363,3.707,3.901,4.037,4.244,4.382,4.652,5.142
+4,0.2903,3.3915,0.14611,2.09,2.371,2.547,2.644,2.798,2.905,3.069,3.392,3.738,3.933,4.07,4.278,4.418,4.69,5.184
+5,0.2855,3.4223,0.14571,2.114,2.396,2.573,2.67,2.825,2.933,3.098,3.422,3.771,3.968,4.105,4.315,4.456,4.73,5.227
+6,0.2813,3.4545,0.14528,2.138,2.422,2.6,2.697,2.853,2.962,3.128,3.455,3.805,4.003,4.142,4.353,4.495,4.771,5.272
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+1856,-0.1534,18.4968,0.1358,12.316,13.587,14.398,14.85,15.578,16.092,16.889,18.497,20.284,21.325,22.065,23.217,24.002,25.57,28.542
\ No newline at end of file
diff --git a/core/migrations/weight_percentile_girls.csv b/core/migrations/weight_percentile_girls.csv
new file mode 100644
index 00000000..0329f161
--- /dev/null
+++ b/core/migrations/weight_percentile_girls.csv
@@ -0,0 +1,1858 @@
+Age,L,M,S,P01,P1,P3,P5,P10,P15,P25,P50,P75,P85,P90,P95,P97,P99,P999
+0,0.3809,3.2322,0.14171,2.002,2.273,2.44,2.532,2.678,2.779,2.932,3.232,3.55,3.729,3.853,4.041,4.166,4.409,4.846
+1,0.3259,3.1957,0.14578,1.963,2.231,2.398,2.49,2.635,2.737,2.892,3.196,3.52,3.704,3.831,4.026,4.155,4.408,4.865
+2,0.3101,3.2104,0.14637,1.972,2.24,2.408,2.5,2.646,2.748,2.904,3.21,3.538,3.723,3.853,4.049,4.181,4.438,4.902
+3,0.2986,3.2315,0.14657,1.986,2.255,2.424,2.516,2.663,2.766,2.923,3.232,3.562,3.749,3.879,4.079,4.212,4.471,4.942
+4,0.2891,3.2558,0.14658,2.004,2.274,2.443,2.536,2.684,2.787,2.945,3.256,3.589,3.778,3.909,4.11,4.245,4.507,4.983
+5,0.281,3.2821,0.14646,2.023,2.294,2.464,2.558,2.707,2.81,2.969,3.282,3.618,3.808,3.941,4.144,4.279,4.544,5.026
+6,0.2737,3.3099,0.14626,2.043,2.316,2.487,2.581,2.731,2.835,2.995,3.31,3.648,3.84,3.974,4.178,4.315,4.583,5.069
+7,0.2671,3.3388,0.146,2.064,2.339,2.51,2.605,2.756,2.861,3.022,3.339,3.68,3.873,4.008,4.214,4.352,4.622,5.112
+8,0.2609,3.3687,0.14569,2.087,2.362,2.535,2.63,2.782,2.888,3.05,3.369,3.712,3.906,4.042,4.25,4.389,4.661,5.156
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+1813,-0.3513,18.1434,0.1479,11.875,13.112,13.914,14.366,15.102,15.627,16.449,18.143,20.083,21.24,22.075,23.397,24.313,26.18,29.86
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+1833,-0.3521,18.2579,0.14837,11.936,13.182,13.991,14.447,15.189,15.719,16.548,18.258,20.216,21.385,22.229,23.565,24.492,26.38,30.104
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+1835,-0.3522,18.2693,0.14842,11.942,13.189,13.999,14.455,15.197,15.728,16.557,18.269,20.229,21.4,22.245,23.582,24.51,26.4,30.128
+1836,-0.3522,18.2751,0.14844,11.945,13.193,14.003,14.459,15.202,15.732,16.563,18.275,20.236,21.407,22.252,23.59,24.518,26.41,30.14
+1837,-0.3523,18.2808,0.14847,11.948,13.196,14.006,14.463,15.206,15.737,16.567,18.281,20.243,21.414,22.26,23.599,24.528,26.42,30.153
+1838,-0.3523,18.2865,0.14849,11.951,13.2,14.01,14.467,15.21,15.741,16.572,18.287,20.249,21.421,22.268,23.607,24.536,26.43,30.165
+1839,-0.3523,18.2922,0.14852,11.954,13.203,14.014,14.471,15.214,15.746,16.577,18.292,20.256,21.429,22.276,23.616,24.546,26.44,30.178
+1840,-0.3524,18.2979,0.14854,11.957,13.206,14.018,14.475,15.219,15.75,16.582,18.298,20.263,21.436,22.283,23.624,24.554,26.45,30.19
+1841,-0.3524,18.3036,0.14856,11.96,13.21,14.022,14.479,15.223,15.755,16.587,18.304,20.269,21.443,22.291,23.633,24.563,26.46,30.201
+1842,-0.3525,18.3093,0.14859,11.963,13.213,14.025,14.483,15.227,15.759,16.592,18.309,20.276,21.451,22.299,23.641,24.572,26.47,30.214
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+1851,-0.3528,18.3606,0.1488,11.99,13.245,14.06,14.519,15.266,15.8,16.636,18.361,20.336,21.516,22.368,23.717,24.652,26.56,30.324
+1852,-0.3529,18.3663,0.14882,11.993,13.248,14.064,14.523,15.271,15.805,16.641,18.366,20.343,21.523,22.375,23.725,24.661,26.57,30.336
+1853,-0.3529,18.372,0.14885,11.996,13.252,14.067,14.527,15.275,15.809,16.646,18.372,20.349,21.53,22.383,23.734,24.67,26.58,30.349
+1854,-0.353,18.3777,0.14887,11.999,13.255,14.071,14.531,15.279,15.814,16.651,18.378,20.356,21.537,22.391,23.742,24.679,26.59,30.361
+1855,-0.353,18.3834,0.14889,12.002,13.259,14.075,14.535,15.284,15.819,16.656,18.383,20.363,21.545,22.398,23.75,24.688,26.6,30.372
+1856,-0.3531,18.389,0.14892,12.005,13.262,14.079,14.539,15.288,15.823,16.661,18.389,20.369,21.552,22.406,23.759,24.697,26.61,30.385
\ No newline at end of file
diff --git a/core/models.py b/core/models.py
index c3490431..3c41c7be 100644
--- a/core/models.py
+++ b/core/models.py
@@ -699,3 +699,31 @@ class Weight(models.Model):
 
     def clean(self):
         validate_date(self.date, "date")
+
+
+class WeightPercentile(models.Model):
+    model_name = "weight percentile"
+    age_in_days = models.DurationField(null=False)
+    p3_weight = models.FloatField(null=False)
+    p15_weight = models.FloatField(null=False)
+    p50_weight = models.FloatField(null=False)
+    p85_weight = models.FloatField(null=False)
+    p97_weight = models.FloatField(null=False)
+    sex = models.CharField(
+        null=False,
+        max_length=255,
+        choices=[
+            ("girl", _("Girl")),
+            ("boy", _("Boy")),
+        ],
+    )
+
+    class Meta:
+        constraints = [
+            models.UniqueConstraint(
+                fields=["age_in_days", "sex"], name="unique_age_sex"
+            )
+        ]
+
+    def __str__(self):
+        return f"Sex: {self.sex}, Age: {self.age_in_days} days, p3: {self.p3_weight} kg, p15: {self.p15_weight} kg, p50: {self.p50_weight} kg, p85: {self.p85_weight} kg, p97: {self.p97_weight} kg"
diff --git a/devenv.nix b/devenv.nix
index 44346233..dc52b12d 100644
--- a/devenv.nix
+++ b/devenv.nix
@@ -9,6 +9,7 @@
     pkgs.pipenv
     pkgs.nodejs_18
     pkgs.nodePackages.gulp
+    pkgs.sqlite
   ];
 
   # https://devenv.sh/scripts/
@@ -29,14 +30,21 @@
 
   devcontainer = {
     enable = true;
+    settings.customizations.vscode.settings."[python]".editor.defaultFormatter = "ms-python.black-formatter";
     settings.customizations.vscode.extensions = [
       "bbenoist.Nix"
       "ms-python.python"
       "batisteo.vscode-django"
+      "ms-python.black-formatter"
     ];
   };
 
   # services.nginx.enable = true;
 
+  pre-commit.hooks = {
+    # format Python code 
+    black.enable = true;
+  };
+
   # See full reference at https://devenv.sh/reference/options/
 }
diff --git a/reports/graphs/weight_change.py b/reports/graphs/weight_change.py
index 17ae92ce..36da9426 100644
--- a/reports/graphs/weight_change.py
+++ b/reports/graphs/weight_change.py
@@ -1,5 +1,7 @@
 # -*- coding: utf-8 -*-
+from datetime import datetime, timedelta
 from django.utils.translation import gettext as _
+from django.db.models.manager import BaseManager
 
 import plotly.offline as plotly
 import plotly.graph_objs as go
@@ -7,28 +9,99 @@ import plotly.graph_objs as go
 from reports import utils
 
 
-def weight_change(objects):
+def weight_change(
+    actual_weights: BaseManager, percentile_weights: BaseManager, birthday: datetime
+):
     """
     Create a graph showing weight over time.
-    :param objects: a QuerySet of Weight instances.
+    :param actual_weights: a QuerySet of Weight instances.
+    :param percentile_weights: a QuerySet of Weight Percentile instances.
+    :param birthday: a datetime of the child's birthday
     :returns: a tuple of the the graph's html and javascript.
     """
-    objects = objects.order_by("-date")
+    actual_weights = actual_weights.order_by("-date")
 
-    trace = go.Scatter(
+    weighing_dates: list[datetime] = list(actual_weights.values_list("date", flat=True))
+    measured_weights = list(actual_weights.values_list("weight", flat=True))
+
+    actual_weights_trace = go.Scatter(
         name=_("Weight"),
-        x=list(objects.values_list("date", flat=True)),
-        y=list(objects.values_list("weight", flat=True)),
+        x=weighing_dates,
+        y=measured_weights,
         fill="tozeroy",
+        mode="lines+markers",
     )
 
+    if percentile_weights:
+        dates = list(
+            map(
+                lambda timedelta: birthday + timedelta,
+                percentile_weights.values_list("age_in_days", flat=True),
+            )
+        )
+
+        # reduce percentile data xrange to end 1 day after last weigh in for formatting purposes
+        # https://github.com/babybuddy/babybuddy/pull/708#discussion_r1332335789
+        last_date_for_percentiles = max(weighing_dates) + timedelta(days=2)
+        dates = dates[: dates.index(last_date_for_percentiles)]
+
+        percentile_weight_3_trace = go.Scatter(
+            name=_("P3"),
+            x=dates,
+            y=list(percentile_weights.values_list("p3_weight", flat=True)),
+            line={"color": "red"},
+        )
+        percentile_weight_15_trace = go.Scatter(
+            name=_("P15"),
+            x=dates,
+            y=list(percentile_weights.values_list("p15_weight", flat=True)),
+            line={"color": "orange"},
+        )
+        percentile_weight_50_trace = go.Scatter(
+            name=_("P50"),
+            x=dates,
+            y=list(percentile_weights.values_list("p50_weight", flat=True)),
+            line={"color": "green"},
+        )
+        percentile_weight_85_trace = go.Scatter(
+            name=_("P85"),
+            x=dates,
+            y=list(percentile_weights.values_list("p85_weight", flat=True)),
+            line={"color": "orange"},
+        )
+        percentile_weight_97_trace = go.Scatter(
+            name=_("P97"),
+            x=dates,
+            y=list(percentile_weights.values_list("p97_weight", flat=True)),
+            line={"color": "red"},
+        )
+
+    data = [
+        actual_weights_trace,
+    ]
     layout_args = utils.default_graph_layout_options()
     layout_args["barmode"] = "stack"
     layout_args["title"] = _("<b>Weight</b>")
     layout_args["xaxis"]["title"] = _("Date")
     layout_args["xaxis"]["rangeselector"] = utils.rangeselector_date()
     layout_args["yaxis"]["title"] = _("Weight")
+    if percentile_weights:
+        # zoom in on the relevant dates
+        layout_args["xaxis"]["range"] = [
+            birthday,
+            max(weighing_dates) + timedelta(days=1),
+        ]
+        layout_args["yaxis"]["range"] = [0, max(measured_weights) * 1.5]
+        data.extend(
+            [
+                percentile_weight_97_trace,
+                percentile_weight_85_trace,
+                percentile_weight_50_trace,
+                percentile_weight_15_trace,
+                percentile_weight_3_trace,
+            ]
+        )
 
-    fig = go.Figure({"data": [trace], "layout": go.Layout(**layout_args)})
+    fig = go.Figure({"data": data, "layout": go.Layout(**layout_args)})
     output = plotly.plot(fig, output_type="div", include_plotlyjs=False)
     return utils.split_graph_output(output)
diff --git a/reports/templates/reports/report_list.html b/reports/templates/reports/report_list.html
index c12b8d05..f09a3f93 100644
--- a/reports/templates/reports/report_list.html
+++ b/reports/templates/reports/report_list.html
@@ -30,6 +30,8 @@
             <a href="{% url 'reports:report-temperature-change-child' object.slug %}" class="list-group-item list-group-item-action">{% trans "Temperature" %}</a>
             <a href="{% url 'reports:report-tummy-time-duration-child' object.slug %}" class="list-group-item list-group-item-action">{% trans "Tummy Time Durations (Sum)" %}</a>
             <a href="{% url 'reports:report-weight-change-child' object.slug %}" class="list-group-item list-group-item-action">{% trans "Weight" %}</a>
+            <a href="{% url 'reports:report-weight-change-child-sex' object.slug 'boy' %}" class="list-group-item list-group-item-action">{% trans "WHO Weight Percentiles for Boys in kg" %}</a>
+            <a href="{% url 'reports:report-weight-change-child-sex' object.slug 'girl' %}" class="list-group-item list-group-item-action">{% trans "WHO Weight Percentiles for Girls in kg" %}</a>
         </div>
     </div>
 {% endblock %}
diff --git a/reports/urls.py b/reports/urls.py
index a30e85bf..17dae6c5 100644
--- a/reports/urls.py
+++ b/reports/urls.py
@@ -81,4 +81,9 @@ urlpatterns = [
         views.WeightChangeChildReport.as_view(),
         name="report-weight-change-child",
     ),
+    path(
+        "children/<str:slug>/reports/weight/<sex>/",
+        views.WeightChangeChildReport.as_view(),
+        name="report-weight-change-child-sex",
+    ),
 ]
diff --git a/reports/views.py b/reports/views.py
index ab8ccb8e..95a6988e 100644
--- a/reports/views.py
+++ b/reports/views.py
@@ -295,7 +295,13 @@ class WeightChangeChildReport(PermissionRequiredMixin, DetailView):
     def get_context_data(self, **kwargs):
         context = super(WeightChangeChildReport, self).get_context_data(**kwargs)
         child = context["object"]
-        objects = models.Weight.objects.filter(child=child)
-        if objects:
-            context["html"], context["js"] = graphs.weight_change(objects)
+        birthday = child.birth_date
+        actual_weights = models.Weight.objects.filter(child=child)
+        percentile_weights = models.WeightPercentile.objects.filter(
+            sex=self.kwargs.get("sex")
+        )
+        if actual_weights:
+            context["html"], context["js"] = graphs.weight_change(
+                actual_weights, percentile_weights, birthday
+            )
         return context