diff --git a/umap/static/umap/base.css b/umap/static/umap/base.css
index e4d9eed4..8e4c928f 100644
--- a/umap/static/umap/base.css
+++ b/umap/static/umap/base.css
@@ -508,6 +508,7 @@ i.info {
 .umap-layer-properties-container,
 .umap-footer-container,
 .umap-browse-data,
+.umap-filter-data,
 .umap-browse-datalayers {
     padding: 0 10px;
 }
diff --git a/umap/static/umap/js/umap.controls.js b/umap/static/umap/js/umap.controls.js
index b7b9bff7..4884304a 100644
--- a/umap/static/umap/js/umap.controls.js
+++ b/umap/static/umap/js/umap.controls.js
@@ -695,7 +695,7 @@ L.U.Map.include({
             var build = function () {
                 ul.innerHTML = '';
                 datalayer.eachFeature(function (feature) {
-                    if (filterValue && !feature.matchFilter(filterValue, filterKeys)) return;
+                    if ((filterValue && !feature.matchFilter(filterValue, filterKeys)) || feature.properties.isVisible === false) return;
                     ul.appendChild(addFeature(feature));
                 });
             };
@@ -732,6 +732,114 @@ L.U.Map.include({
         label.textContent = label.title = L._('About');
         L.DomEvent.on(link, 'click', this.displayCaption, this);
         this.ui.openPanel({data: {html: browserContainer}, actions: [link]});
+    },
+
+    _openFilter: function () {
+        var filterContainer = L.DomUtil.create('div', 'umap-filter-data'),
+            title = L.DomUtil.add('h3', 'umap-filter-title', filterContainer, this.options.name),
+            propertiesContainer = L.DomUtil.create('div', 'umap-filter-properties', filterContainer),
+            advancedFilterKeys = this.getAdvancedFilterKeys();
+
+        var advancedFiltersFull = {};
+        var filtersAlreadyLoaded = true;
+        if (!this.getMap().options.advancedFilters) {
+            this.getMap().options.advancedFilters = {};
+            filtersAlreadyLoaded = false;
+        }
+        advancedFilterKeys.forEach(property => {
+            advancedFiltersFull[property] = [];
+            if (!filtersAlreadyLoaded) {
+                this.getMap().options.advancedFilters[property] = [];
+            }
+        });
+        this.eachDataLayer(function (datalayer) {
+            datalayer.eachFeature(function (feature) {
+                advancedFilterKeys.forEach(property => {
+                    if (feature.properties[property]) {
+                        if (!advancedFiltersFull[property].includes(feature.properties[property])) {
+                            advancedFiltersFull[property].push(feature.properties[property]);
+                        }
+                    }
+                });
+            });
+        });
+
+        var addPropertyValue = function (property, value) {
+            var property_li = L.DomUtil.create('li', ''),
+                filter_check = L.DomUtil.create('input', '', property_li),
+                filter_label = L.DomUtil.create('label', '', property_li);
+            filter_check.type = 'checkbox';
+            filter_check.id = `checkbox_${property}_${value}`;
+            filter_check.checked = this.getMap().options.advancedFilters[property] && this.getMap().options.advancedFilters[property].includes(value);
+            filter_check.setAttribute('data-property', property);
+            filter_check.setAttribute('data-value', value);
+            filter_label.htmlFor = `checkbox_${property}_${value}`;
+            filter_label.innerHTML = value;
+            L.DomEvent.on(filter_check, 'change', function (e) {
+                var property = e.srcElement.dataset.property;
+                var value = e.srcElement.dataset.value;
+                if (e.srcElement.checked) {
+                    this.getMap().options.advancedFilters[property].push(value);
+                } else {
+                    this.getMap().options.advancedFilters[property].splice(this.getMap().options.advancedFilters[property].indexOf(value), 1);
+                }
+                L.bind(filterFeatures, this)();
+            }, this);
+            return property_li
+        };
+
+        var addProperty = function (property) {
+            var container = L.DomUtil.create('div', 'property-container', propertiesContainer),
+                headline = L.DomUtil.add('h5', '', container, property);
+            var ul = L.DomUtil.create('ul', '', container);
+            var orderedValues = advancedFiltersFull[property];
+            orderedValues.sort();
+            orderedValues.forEach(value => {
+                ul.appendChild(L.bind(addPropertyValue, this)(property, value));
+            });
+        };
+
+        var filterFeatures = function () {
+            var noResults = true;
+            this.eachDataLayer(function (datalayer) {
+                datalayer.eachFeature(function (feature) {
+                    feature.properties.isVisible = true;
+                    for (const [property, values] of Object.entries(this.map.options.advancedFilters)) {
+                        if (values.length > 0) {
+                            if (!feature.properties[property] || !values.includes(feature.properties[property])) {
+                                feature.properties.isVisible = false;
+                            }
+                        }
+                    }
+                    if (feature.properties.isVisible) {
+                        noResults = false;
+                        if (!this.isLoaded()) this.fetchData();
+                        this.map.addLayer(feature);
+                        this.fire('show');
+                    } else {
+                        this.map.removeLayer(feature);
+                        this.fire('hide');
+                    }
+                });
+            });
+            if (noResults) {
+                this.help.show('advancedFiltersNoResults');
+            } else {
+                this.help.hide();
+            }
+        };
+
+        propertiesContainer.innerHTML = '';
+        advancedFilterKeys.forEach(property => {
+            L.bind(addProperty, this)(property);
+        });
+
+        var link = L.DomUtil.create('li', '');
+        L.DomUtil.create('i', 'umap-icon-16 umap-caption', link);
+        var label = L.DomUtil.create('span', '', link);
+        label.textContent = label.title = L._('About');
+        L.DomEvent.on(link, 'click', this.displayCaption, this);
+        this.ui.openPanel({ data: { html: filterContainer }, actions: [link] });
     }
 
 });
diff --git a/umap/static/umap/js/umap.core.js b/umap/static/umap/js/umap.core.js
index 02afe2cd..a6201360 100644
--- a/umap/static/umap/js/umap.core.js
+++ b/umap/static/umap/js/umap.core.js
@@ -455,6 +455,8 @@ L.U.Help = L.Class.extend({
     sortKey: L._('Property to use for sorting features'),
     slugKey: L._('The name of the property to use as feature unique identifier.'),
     filterKey: L._('Comma separated list of properties to use when filtering features'),
+    advancedFilterKey: L._('Comma separated list of properties to use for checkbox filtering'),
+    advancedFiltersNoResults: L._('No results for these filters'),
     interactive: L._('If false, the polygon will act as a part of the underlying map.'),
     outlink: L._('Define link to open in a new window on polygon click.'),
     dynamicRemoteData: L._('Fetch data each time map view changes.'),
diff --git a/umap/static/umap/js/umap.forms.js b/umap/static/umap/js/umap.forms.js
index 88c03703..0067b4c6 100644
--- a/umap/static/umap/js/umap.forms.js
+++ b/umap/static/umap/js/umap.forms.js
@@ -287,7 +287,8 @@ L.FormBuilder.onLoadPanel = L.FormBuilder.Select.extend({
     selectOptions: [
         ['none', L._('None')],
         ['caption', L._('Caption')],
-        ['databrowser', L._('Data browser')]
+        ['databrowser', L._('Data browser')],
+        ['datafilters', L._('Data filters')]
     ]
 
 });
diff --git a/umap/static/umap/js/umap.js b/umap/static/umap/js/umap.js
index 92ca44a2..4222ef49 100644
--- a/umap/static/umap/js/umap.js
+++ b/umap/static/umap/js/umap.js
@@ -210,6 +210,7 @@ L.U.Map.include({
         this.onceDatalayersLoaded(function () {
             if (this.options.onLoadPanel === 'databrowser') this.openBrowser();
             else if (this.options.onLoadPanel === 'caption') this.displayCaption();
+            else if (this.options.onLoadPanel === 'datafilters') this.openFilter();
         });
         this.onceDataLoaded(function () {
             const slug = L.Util.queryString('feature');
@@ -893,6 +894,12 @@ L.U.Map.include({
         });
     },
 
+    openFilter: function () {
+        this.onceDatalayersLoaded(function () {
+            this._openFilter();
+        });
+    },
+
     displayCaption: function () {
         var container = L.DomUtil.create('div', 'umap-caption'),
             title = L.DomUtil.create('h3', '', container);
@@ -948,10 +955,15 @@ L.U.Map.include({
         umapCredit.innerHTML = L._('Powered by <a href="{leaflet}">Leaflet</a> and <a href="{django}">Django</a>, glued by <a href="{umap}">uMap project</a>.', urls);
         var browser = L.DomUtil.create('li', '');
         L.DomUtil.create('i', 'umap-icon-16 umap-list', browser);
-        var label = L.DomUtil.create('span', '', browser);
-        label.textContent = label.title = L._('Browse data');
+        var labelBrowser = L.DomUtil.create('span', '', browser);
+        labelBrowser.textContent = labelBrowser.title = L._('Browse data');
         L.DomEvent.on(browser, 'click', this.openBrowser, this);
-        this.ui.openPanel({data: {html: container}, actions: [browser]});
+        var filter = L.DomUtil.create('li', '');
+        L.DomUtil.create('i', 'umap-icon-16 umap-add', filter);
+        var labelFilter = L.DomUtil.create('span', '', filter);
+        labelFilter.textContent = labelFilter.title = L._('Filter data');
+        L.DomEvent.on(filter, 'click', this.openFilter, this);
+        this.ui.openPanel({data: {html: container}, actions: [browser, filter]});
     },
 
     eachDataLayer: function (method, context) {
@@ -1057,6 +1069,7 @@ L.U.Map.include({
         'sortKey',
         'labelKey',
         'filterKey',
+        'advancedFilterKey',
         'slugKey',
         'showLabel',
         'labelDirection',
@@ -1253,6 +1266,7 @@ L.U.Map.include({
             'options.labelKey',
             ['options.sortKey', {handler: 'BlurInput', helpEntries: 'sortKey', placeholder: L._('Default: name'), label: L._('Sort key'), inheritable: true}],
             ['options.filterKey', {handler: 'Input', helpEntries: 'filterKey', placeholder: L._('Default: name'), label: L._('Filter keys'), inheritable: true}],
+            ['options.advancedFilterKey', {handler: 'Input', helpEntries: 'advancedFilterKey', placeholder: L._('Example: key1,key2,key3'), label: L._('Advanced filter keys'), inheritable: true}],
             ['options.slugKey', {handler: 'BlurInput', helpEntries: 'slugKey', placeholder: L._('Default: name'), label: L._('Feature identifier key')}]
         ];
 
@@ -1435,6 +1449,10 @@ L.U.Map.include({
         browser.href = '#';
         L.DomEvent.on(browser, 'click', L.DomEvent.stop)
                   .on(browser, 'click', this.openBrowser, this);
+        var filter = L.DomUtil.add('a', 'umap-open-filter-link', container, ' | ' + L._('Filter data'));
+        filter.href = '#';
+        L.DomEvent.on(filter, 'click', L.DomEvent.stop)
+            .on(filter, 'click', this.openFilter, this);
         var setName = function () {
             name.textContent = this.getDisplayName();
         };
@@ -1620,6 +1638,10 @@ L.U.Map.include({
                 text: L._('Browse data'),
                 callback: this.openBrowser
             },
+            {
+                text: L._('Filter data'),
+                callback: this.openFilter
+            },
             {
                 text: L._('About'),
                 callback: this.displayCaption
@@ -1698,6 +1720,10 @@ L.U.Map.include({
 
     getFilterKeys: function () {
         return (this.options.filterKey || this.options.sortKey || 'name').split(',');
+    },
+
+    getAdvancedFilterKeys: function () {
+        return (this.options.advancedFilterKey || '').split(",");
     }
 
 });
diff --git a/umap/static/umap/map.css b/umap/static/umap/map.css
index 707821c7..c57f4596 100644
--- a/umap/static/umap/map.css
+++ b/umap/static/umap/map.css
@@ -729,20 +729,24 @@ a.add-datalayer:hover,
     margin-bottom: 14px;
     border-radius: 2px;
 }
+.umap-browse-features h5, .umap-filter-data h5 {
+    margin-bottom: 0;
+    overflow: hidden;
+    padding-left: 5px;
+}
 .umap-browse-features h5 {
     height: 30px;
     line-height: 30px;
     background-color: #eeeee0;
-    margin-bottom: 0;
     color: #666;
-    overflow: hidden;
-    padding-left: 5px;
 }
 .umap-browse-features h5 span {
     margin-left: 10px;
 }
 .umap-browse-features li {
     padding: 2px 0;
+}
+.umap-browse-features li, .umap-filter-data li {
     white-space: nowrap;
     overflow: hidden;
     text-overflow: ellipsis;
@@ -775,6 +779,9 @@ a.add-datalayer:hover,
 .umap-browse-features .polygon .feature-color {
     background-position: -32px -16px;
 }
+.umap-filter-data .property-container:not(:first-child) {
+    margin-top: 14px;
+}
 .show-on-edit {
     display: none!important;
 }