diff --git a/src/locales/en.js b/src/locales/en.js
index 3fc88827..c5f2e432 100644
--- a/src/locales/en.js
+++ b/src/locales/en.js
@@ -514,6 +514,9 @@ export default {
     'Accounts': 'Accounts',
     'Statistics': 'Statistics',
     'Settings': 'Settings',
+    'Select All': 'Select All',
+    'Select None': 'Select None',
+    'Invert Selection': 'Invert Selection',
     'Back': 'Back',
     'Load More': 'Load More',
     'No data': 'No data',
@@ -666,6 +669,8 @@ export default {
     'Default Chart Type': 'Default Chart Type',
     'Default Chart Data Type': 'Default Chart Data Type',
     'Default Date Range': 'Default Date Range',
+    'Filter Accounts': 'Filter Accounts',
+    'Filter Transaction Categories': 'Filter Transaction Categories',
     'User Profile': 'User Profile',
     'Language': 'Language',
     'Auto Update Exchange Rates Data': 'Auto Update Exchange Rates Data',
diff --git a/src/locales/zh_Hans.js b/src/locales/zh_Hans.js
index 15bea5c3..b2564d5c 100644
--- a/src/locales/zh_Hans.js
+++ b/src/locales/zh_Hans.js
@@ -514,6 +514,9 @@ export default {
     'Accounts': '账户',
     'Statistics': '统计',
     'Settings': '设置',
+    'Select All': '全部选择',
+    'Select None': '全部不选',
+    'Invert Selection': '反向选择',
     'Back': '返回',
     'Load More': '加载更多',
     'No data': '没有数据',
@@ -666,6 +669,8 @@ export default {
     'Default Chart Type': '默认图表类型',
     'Default Chart Data Type': '默认图表数据类型',
     'Default Date Range': '默认时间范围',
+    'Filter Accounts': '过滤账户',
+    'Filter Transaction Categories': '过滤交易类型',
     'User Profile': '用户信息',
     'Language': '语言',
     'Auto Update Exchange Rates Data': '自动更新汇率数据',
diff --git a/src/router/mobile.js b/src/router/mobile.js
index a9f287fa..04b73db4 100644
--- a/src/router/mobile.js
+++ b/src/router/mobile.js
@@ -13,6 +13,8 @@ import AccountEditPage from '../views/mobile/accounts/Edit.vue';
 
 import StatisticsTransactionPage from '../views/mobile/statistics/Transaction.vue';
 import StatisticsSettingsPage from '../views/mobile/statistics/Settings.vue';
+import StatisticsAccountFilterSettingsPage from '../views/mobile/statistics/AccountFilterSettings.vue';
+import StatisticsCategoryFilterSettingsPage from '../views/mobile/statistics/CategoryFilterSettings.vue';
 
 import SettingsPage from '../views/mobile/Settings.vue';
 import ApplicationLockPage from '../views/mobile/ApplicationLock.vue';
@@ -181,6 +183,16 @@ const routes = [
         component: StatisticsSettingsPage,
         beforeEnter: checkLogin
     },
+    {
+        path: '/statistic/filter/account',
+        component: StatisticsAccountFilterSettingsPage,
+        beforeEnter: checkLogin
+    },
+    {
+        path: '/statistic/filter/category',
+        component: StatisticsCategoryFilterSettingsPage,
+        beforeEnter: checkLogin
+    },
     {
         path: '/settings',
         component: SettingsPage,
diff --git a/src/store/index.js b/src/store/index.js
index 4a063078..29b2d1bb 100644
--- a/src/store/index.js
+++ b/src/store/index.js
@@ -184,6 +184,8 @@ const stores = {
             endTime: 0,
             chartType: statisticsConstants.defaultChartType,
             chartDataType: statisticsConstants.defaultChartDataType,
+            filterAccountIds: {},
+            filterCategoryIds: {}
         },
         transactionStatistics: [],
         transactionStatisticsStateInvalid: true,
@@ -244,6 +246,8 @@ const stores = {
             state.transactionStatisticsFilter.endTime = 0;
             state.transactionStatisticsFilter.chartType = statisticsConstants.defaultChartType;
             state.transactionStatisticsFilter.chartDataType = statisticsConstants.defaultChartDataType;
+            state.transactionStatisticsFilter.filterAccountIds = {};
+            state.transactionStatisticsFilter.filterCategoryIds = {};
             state.transactionStatistics = {};
             state.transactionStatisticsStateInvalid = true;
 
@@ -833,6 +837,18 @@ const stores = {
             } else {
                 state.transactionStatisticsFilter.chartDataType = statisticsConstants.defaultChartDataType;
             }
+
+            if (filter && utils.isObject(filter.filterAccountIds)) {
+                state.transactionStatisticsFilter.filterAccountIds = filter.filterAccountIds;
+            } else {
+                state.transactionStatisticsFilter.filterAccountIds = {};
+            }
+
+            if (filter && utils.isObject(filter.filterCategoryIds)) {
+                state.transactionStatisticsFilter.filterCategoryIds = filter.filterCategoryIds;
+            } else {
+                state.transactionStatisticsFilter.filterCategoryIds = {};
+            }
         },
         [UPDATE_TRANSACTION_STATISTICS_FILTER] (state, filter) {
             if (filter && utils.isNumber(filter.dateType)) {
@@ -854,6 +870,14 @@ const stores = {
             if (filter && utils.isNumber(filter.chartDataType)) {
                 state.transactionStatisticsFilter.chartDataType = filter.chartDataType;
             }
+
+            if (filter && utils.isObject(filter.filterAccountIds)) {
+                state.transactionStatisticsFilter.filterAccountIds = filter.filterAccountIds;
+            }
+
+            if (filter && utils.isObject(filter.filterCategoryIds)) {
+                state.transactionStatisticsFilter.filterCategoryIds = filter.filterCategoryIds;
+            }
         },
         [UPDATE_TRANSACTION_STATISTICS_INVALID_STATE] (state, invalidState) {
             state.transactionStatisticsStateInvalid = invalidState;
diff --git a/src/views/mobile/statistics/AccountFilterSettings.vue b/src/views/mobile/statistics/AccountFilterSettings.vue
new file mode 100644
index 00000000..dafae06c
--- /dev/null
+++ b/src/views/mobile/statistics/AccountFilterSettings.vue
@@ -0,0 +1,296 @@
+<template>
+    <f7-page>
+        <f7-navbar>
+            <f7-nav-left :back-link="$t('Back')"></f7-nav-left>
+            <f7-nav-title :title="$t('Filter Accounts')"></f7-nav-title>
+            <f7-nav-right>
+                <f7-link icon-f7="ellipsis" @click="showMoreActionSheet = true"></f7-link>
+                <f7-link :text="$t('Save')" @click="save"></f7-link>
+            </f7-nav-right>
+        </f7-navbar>
+
+        <f7-card class="skeleton-text" v-if="loading">
+            <f7-card-header>
+                <small :style="{ opacity: 0.6 }">
+                    <span>Account Category</span>
+                </small>
+            </f7-card-header>
+
+            <f7-card-content class="no-safe-areas" :padding="false">
+                <f7-list>
+                    <f7-list-item checkbox class="disabled" title="Account Name">
+                        <f7-icon slot="media" f7="app_fill"></f7-icon>
+                    </f7-list-item>
+                </f7-list>
+            </f7-card-content>
+        </f7-card>
+
+        <f7-card class="skeleton-text" v-if="loading">
+            <f7-card-header>
+                <small :style="{ opacity: 0.6 }">
+                    <span>Account Category 2</span>
+                </small>
+            </f7-card-header>
+
+            <f7-card-content class="no-safe-areas" :padding="false">
+                <f7-list>
+                    <f7-list-item checkbox class="disabled" title="Account Name">
+                        <f7-icon slot="media" f7="app_fill"></f7-icon>
+                    </f7-list-item>
+                    <f7-list-item checkbox class="disabled" title="Account Name 2">
+                        <f7-icon slot="media" f7="app_fill"></f7-icon>
+                    </f7-list-item>
+                </f7-list>
+            </f7-card-content>
+        </f7-card>
+
+        <f7-block class="no-padding no-margin" v-if="!loading">
+            <f7-card v-for="accountCategory in allAccountCategories" :key="accountCategory.id" v-show="hasShownAccount(accountCategory)">
+                <f7-card-header>
+                    <small :style="{ opacity: 0.6 }">
+                        <span>{{ $t(accountCategory.name) }}</span>
+                    </small>
+                </f7-card-header>
+                <f7-card-content class="no-safe-areas" :padding="false">
+                    <f7-list v-if="categorizedAccounts[accountCategory.id]">
+                        <f7-list-item checkbox v-for="account in categorizedAccounts[accountCategory.id].accounts"
+                                      v-show="!account.hidden"
+                                      :key="account.id"
+                                      :title="account.name"
+                                      :value="account.id"
+                                      :checked="account | accountOrSubAccountsAllChecked(filterAccountIds)"
+                                      :indeterminate="account | accountOrSubAccountsHasButNotAllChecked(filterAccountIds)"
+                                      @change="selectAccountOrSubAccounts">
+                            <f7-icon slot="media"
+                                     :icon="account.icon | accountIcon"
+                                     :style="account.color | accountIconStyle('var(--default-icon-color)')">
+                            </f7-icon>
+
+                            <ul slot="root" v-if="account.type === $constants.account.allAccountTypes.MultiSubAccounts" class="padding-left">
+                                <f7-list-item checkbox v-for="subAccount in account.subAccounts"
+                                              v-show="!subAccount.hidden"
+                                              :key="subAccount.id"
+                                              :title="subAccount.name"
+                                              :value="subAccount.id"
+                                              :checked="subAccount | accountChecked(filterAccountIds) "
+                                              @change="selectAccount">
+                                    <f7-icon slot="media"
+                                             :icon="subAccount.icon | accountIcon"
+                                             :style="subAccount.color | accountIconStyle('var(--default-icon-color)')">
+                                    </f7-icon>
+                                </f7-list-item>
+                            </ul>
+                        </f7-list-item>
+                    </f7-list>
+                </f7-card-content>
+            </f7-card>
+        </f7-block>
+
+        <f7-actions close-by-outside-click close-on-escape :opened="showMoreActionSheet" @actions:closed="showMoreActionSheet = false">
+            <f7-actions-group>
+                <f7-actions-button @click="selectAll">{{ $t('Select All') }}</f7-actions-button>
+                <f7-actions-button @click="selectNone">{{ $t('Select None') }}</f7-actions-button>
+                <f7-actions-button @click="selectInvert">{{ $t('Invert Selection') }}</f7-actions-button>
+            </f7-actions-group>
+            <f7-actions-group>
+                <f7-actions-button bold close>{{ $t('Cancel') }}</f7-actions-button>
+            </f7-actions-group>
+        </f7-actions>
+    </f7-page>
+</template>
+
+<script>
+export default {
+    data: function () {
+        return {
+            loading: true,
+            filterAccountIds: {},
+            showMoreActionSheet: false
+        }
+    },
+    computed: {
+        allAccountCategories() {
+            return this.$constants.account.allCategories;
+        },
+        categorizedAccounts() {
+            return this.$store.state.allCategorizedAccounts;
+        }
+    },
+    created() {
+        const self = this;
+        const router = self.$f7router;
+
+        self.$store.dispatch('loadAllAccounts', {
+            force: false
+        }).then(() => {
+            self.loading = false;
+
+            const allAccountIds = {};
+
+            for (let accountId in self.$store.state.allAccountsMap) {
+                if (!Object.prototype.hasOwnProperty.call(self.$store.state.allAccountsMap, accountId)) {
+                    continue;
+                }
+
+                const account = self.$store.state.allAccountsMap[accountId];
+                allAccountIds[account.id] = false;
+            }
+
+            self.filterAccountIds = self.$utilities.copyObjectTo(self.$store.state.transactionStatisticsFilter.filterAccountIds, allAccountIds)
+        }).catch(error => {
+            self.logining = false;
+
+            if (!error.processed) {
+                self.$toast(error.message || error);
+                router.back();
+            }
+        });
+    },
+    methods: {
+        save() {
+            const self = this;
+            const router = self.$f7router;
+
+            const filteredAccountIds = {};
+
+            for (let accountId in self.filterAccountIds) {
+                if (!Object.prototype.hasOwnProperty.call(self.filterAccountIds, accountId)) {
+                    continue;
+                }
+
+                if (self.filterAccountIds[accountId]) {
+                    filteredAccountIds[accountId] = true;
+                }
+            }
+
+            self.$store.dispatch('updateTransactionStatisticsFilter', {
+                filterAccountIds: filteredAccountIds
+            });
+
+            router.back();
+        },
+        selectAccountOrSubAccounts(e) {
+            const accountId = e.target.value;
+            const account = this.$store.state.allAccountsMap[accountId];
+
+            if (!account) {
+                return;
+            }
+
+            if (account.type === this.$constants.account.allAccountTypes.SingleAccount) {
+                this.filterAccountIds[account.id] = !e.target.checked;
+            } else if (account.type === this.$constants.account.allAccountTypes.MultiSubAccounts) {
+                if (!account.subAccounts || !account.subAccounts.length) {
+                    return;
+                }
+
+                for (let i = 0; i < account.subAccounts.length; i++) {
+                    const subAccount = account.subAccounts[i];
+                    this.filterAccountIds[subAccount.id] = !e.target.checked;
+                }
+            }
+        },
+        selectAccount(e) {
+            const accountId = e.target.value;
+            const account = this.$store.state.allAccountsMap[accountId];
+
+            if (!account) {
+                return;
+            }
+
+            this.filterAccountIds[account.id] = !e.target.checked;
+        },
+        selectAll() {
+            for (let accountId in this.filterAccountIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterAccountIds, accountId)) {
+                    continue;
+                }
+
+                const account = this.$store.state.allAccountsMap[accountId];
+
+                if (account && account.type === this.$constants.account.allAccountTypes.SingleAccount) {
+                    this.filterAccountIds[account.id] = false;
+                }
+            }
+        },
+        selectNone() {
+            for (let accountId in this.filterAccountIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterAccountIds, accountId)) {
+                    continue;
+                }
+
+                const account = this.$store.state.allAccountsMap[accountId];
+
+                if (account && account.type === this.$constants.account.allAccountTypes.SingleAccount) {
+                    this.filterAccountIds[account.id] = true;
+                }
+            }
+        },
+        selectInvert() {
+            for (let accountId in this.filterAccountIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterAccountIds, accountId)) {
+                    continue;
+                }
+
+                const account = this.$store.state.allAccountsMap[accountId];
+
+                if (account && account.type === this.$constants.account.allAccountTypes.SingleAccount) {
+                    this.filterAccountIds[account.id] = !this.filterAccountIds[account.id];
+                }
+            }
+        },
+        hasShownAccount(accountCategory) {
+            if (!this.categorizedAccounts[accountCategory.id] ||
+                !this.categorizedAccounts[accountCategory.id].accounts ||
+                !this.categorizedAccounts[accountCategory.id].accounts.length) {
+                return false;
+            }
+
+            for (let i = 0; i < this.categorizedAccounts[accountCategory.id].accounts.length; i++) {
+                const account = this.categorizedAccounts[accountCategory.id].accounts[i];
+
+                if (!account.hidden) {
+                    return true;
+                }
+            }
+
+            return false;
+        }
+    },
+    filters: {
+        accountChecked(account, filterAccountIds) {
+            return !filterAccountIds[account.id];
+        },
+        accountOrSubAccountsAllChecked(account, filterAccountIds) {
+            if (!account.subAccounts) {
+                return !filterAccountIds[account.id];
+            }
+
+            for (let i = 0; i < account.subAccounts.length; i++) {
+                const subAccount = account.subAccounts[i];
+                if (filterAccountIds[subAccount.id]) {
+                    return false;
+                }
+            }
+
+            return true;
+        },
+        accountOrSubAccountsHasButNotAllChecked(account, filterAccountIds) {
+            if (!account.subAccounts) {
+                return false;
+            }
+
+            let checkedCount = 0;
+
+            for (let i = 0; i < account.subAccounts.length; i++) {
+                const subAccount = account.subAccounts[i];
+                if (!filterAccountIds[subAccount.id]) {
+                    checkedCount++;
+                }
+            }
+
+            return checkedCount > 0 && checkedCount < account.subAccounts.length;
+        }
+    }
+}
+</script>
diff --git a/src/views/mobile/statistics/CategoryFilterSettings.vue b/src/views/mobile/statistics/CategoryFilterSettings.vue
new file mode 100644
index 00000000..e661f557
--- /dev/null
+++ b/src/views/mobile/statistics/CategoryFilterSettings.vue
@@ -0,0 +1,277 @@
+<template>
+    <f7-page>
+        <f7-navbar>
+            <f7-nav-left :back-link="$t('Back')"></f7-nav-left>
+            <f7-nav-title :title="$t('Filter Transaction Categories')"></f7-nav-title>
+            <f7-nav-right>
+                <f7-link icon-f7="ellipsis" @click="showMoreActionSheet = true"></f7-link>
+                <f7-link :text="$t('Save')" @click="save"></f7-link>
+            </f7-nav-right>
+        </f7-navbar>
+
+        <f7-card class="skeleton-text" v-if="loading">
+            <f7-card-header>
+                <small :style="{ opacity: 0.6 }">
+                    <span>Transaction Category</span>
+                </small>
+            </f7-card-header>
+            <f7-card-content class="no-safe-areas" :padding="false">
+                <f7-list>
+                    <f7-list-item checkbox class="disabled" title="Category Name">
+                        <f7-icon slot="media" f7="app_fill"></f7-icon>
+                        <ul slot="root" class="padding-left">
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name 2">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name 3">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                        </ul>
+                    </f7-list-item>
+                    <f7-list-item checkbox class="disabled" title="Category Name 2">
+                        <f7-icon slot="media" f7="app_fill"></f7-icon>
+                        <ul slot="root" class="padding-left">
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name 2">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                            <f7-list-item checkbox class="disabled" title="Sub Category Name 3">
+                                <f7-icon slot="media" f7="app_fill"></f7-icon>
+                            </f7-list-item>
+                        </ul>
+                    </f7-list-item>
+                </f7-list>
+            </f7-card-content>
+        </f7-card>
+
+        <f7-block class="no-padding no-margin" v-if="!loading">
+            <f7-card v-for="(categories, categoryType) in allTransactionCategories" :key="categoryType">
+                <f7-card-header>
+                    <small :style="{ opacity: 0.6 }">
+                        <span>{{ categoryType | categoryTypeName($constants.category.allCategoryTypes) | localized }}</span>
+                    </small>
+                </f7-card-header>
+                <f7-card-content class="no-safe-areas" :padding="false">
+                    <f7-list>
+                        <f7-list-item checkbox v-for="category in categories"
+                                      v-show="!category.hidden"
+                                      :key="category.id"
+                                      :title="category.name"
+                                      :value="category.id"
+                                      :checked="category | subCategoriesAllChecked(filterCategoryIds)"
+                                      :indeterminate="category | subCategoriesHasButNotAllChecked(filterCategoryIds)"
+                                      @change="selectSubCategories">
+                            <f7-icon slot="media"
+                                     :icon="category.icon | categoryIcon"
+                                     :style="category.color | categoryIconStyle('var(--default-icon-color)')">
+                            </f7-icon>
+
+                            <ul slot="root" v-if="category.subCategories.length" class="padding-left">
+                                <f7-list-item checkbox v-for="subCategory in category.subCategories"
+                                              v-show="!subCategory.hidden"
+                                              :key="subCategory.id"
+                                              :title="subCategory.name"
+                                              :value="subCategory.id"
+                                              :checked="subCategory | categoryChecked(filterCategoryIds) "
+                                              @change="selectCategory">
+                                    <f7-icon slot="media"
+                                             :icon="subCategory.icon | categoryIcon"
+                                             :style="subCategory.color | categoryIconStyle('var(--default-icon-color)')">
+                                    </f7-icon>
+                                </f7-list-item>
+                            </ul>
+                        </f7-list-item>
+                    </f7-list>
+                </f7-card-content>
+            </f7-card>
+        </f7-block>
+
+        <f7-actions close-by-outside-click close-on-escape :opened="showMoreActionSheet" @actions:closed="showMoreActionSheet = false">
+            <f7-actions-group>
+                <f7-actions-button @click="selectAll">{{ $t('Select All') }}</f7-actions-button>
+                <f7-actions-button @click="selectNone">{{ $t('Select None') }}</f7-actions-button>
+                <f7-actions-button @click="selectInvert">{{ $t('Invert Selection') }}</f7-actions-button>
+            </f7-actions-group>
+            <f7-actions-group>
+                <f7-actions-button bold close>{{ $t('Cancel') }}</f7-actions-button>
+            </f7-actions-group>
+        </f7-actions>
+    </f7-page>
+</template>
+
+<script>
+export default {
+    data: function () {
+        return {
+            loading: true,
+            filterCategoryIds: {},
+            showMoreActionSheet: false
+        }
+    },
+    computed: {
+        allTransactionCategories: function () {
+            return this.$store.state.allTransactionCategories;
+        }
+    },
+    created() {
+        const self = this;
+        const router = self.$f7router;
+
+        self.$store.dispatch('loadAllCategories', {
+            force: false
+        }).then(() => {
+            self.loading = false;
+
+            const allCategoryIds = {};
+
+            for (let categoryId in self.$store.state.allTransactionCategoriesMap) {
+                if (!Object.prototype.hasOwnProperty.call(self.$store.state.allTransactionCategoriesMap, categoryId)) {
+                    continue;
+                }
+
+                const category = self.$store.state.allTransactionCategoriesMap[categoryId];
+                allCategoryIds[category.id] = false;
+            }
+
+            self.filterCategoryIds = self.$utilities.copyObjectTo(self.$store.state.transactionStatisticsFilter.filterCategoryIds, allCategoryIds)
+        }).catch(error => {
+            self.logining = false;
+
+            if (!error.processed) {
+                self.$toast(error.message || error);
+                router.back();
+            }
+        });
+    },
+    methods: {
+        save() {
+            const self = this;
+            const router = self.$f7router;
+
+            const filteredCategoryIds = {};
+
+            for (let categoryId in self.filterCategoryIds) {
+                if (!Object.prototype.hasOwnProperty.call(self.filterCategoryIds, categoryId)) {
+                    continue;
+                }
+
+                if (self.filterCategoryIds[categoryId]) {
+                    filteredCategoryIds[categoryId] = true;
+                }
+            }
+
+            self.$store.dispatch('updateTransactionStatisticsFilter', {
+                filterCategoryIds: filteredCategoryIds
+            });
+
+            router.back();
+        },
+        selectCategory(e) {
+            const categoryId = e.target.value;
+            const category = this.$store.state.allTransactionCategoriesMap[categoryId];
+
+            if (!category) {
+                return;
+            }
+
+            this.filterCategoryIds[category.id] = !e.target.checked;
+        },
+        selectSubCategories(e) {
+            const categoryId = e.target.value;
+            const category = this.$store.state.allTransactionCategoriesMap[categoryId];
+
+            if (!category || !category.subCategories || !category.subCategories.length) {
+                return;
+            }
+
+            for (let i = 0; i < category.subCategories.length; i++) {
+                const subCategory = category.subCategories[i];
+                this.filterCategoryIds[subCategory.id] = !e.target.checked;
+            }
+        },
+        selectAll() {
+            for (let categoryId in this.filterCategoryIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterCategoryIds, categoryId)) {
+                    continue;
+                }
+
+                const category = this.$store.state.allTransactionCategoriesMap[categoryId];
+
+                if (category) {
+                    this.filterCategoryIds[category.id] = false;
+                }
+            }
+        },
+        selectNone() {
+            for (let categoryId in this.filterCategoryIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterCategoryIds, categoryId)) {
+                    continue;
+                }
+
+                const category = this.$store.state.allTransactionCategoriesMap[categoryId];
+
+                if (category) {
+                    this.filterCategoryIds[category.id] = true;
+                }
+            }
+        },
+        selectInvert() {
+            for (let categoryId in this.filterCategoryIds) {
+                if (!Object.prototype.hasOwnProperty.call(this.filterCategoryIds, categoryId)) {
+                    continue;
+                }
+
+                const category = this.$store.state.allTransactionCategoriesMap[categoryId];
+
+                if (category) {
+                    this.filterCategoryIds[category.id] = !this.filterCategoryIds[category.id];
+                }
+            }
+        }
+    },
+    filters: {
+        categoryTypeName(categoryType, allCategoryTypes) {
+            switch (categoryType) {
+                case allCategoryTypes.Income.toString():
+                    return 'Income Categories';
+                case allCategoryTypes.Expense.toString():
+                    return 'Expense Categories';
+                case allCategoryTypes.Transfer.toString():
+                    return 'Transfer Categories';
+                default:
+                    return 'Transaction Categories';
+            }
+        },
+        categoryChecked(category, filterCategoryIds) {
+            return !filterCategoryIds[category.id];
+        },
+        subCategoriesAllChecked(category, filterCategoryIds) {
+            for (let i = 0; i < category.subCategories.length; i++) {
+                const subCategory = category.subCategories[i];
+                if (filterCategoryIds[subCategory.id]) {
+                    return false;
+                }
+            }
+
+            return true;
+        },
+        subCategoriesHasButNotAllChecked(category, filterCategoryIds) {
+            let checkedCount = 0;
+
+            for (let i = 0; i < category.subCategories.length; i++) {
+                const subCategory = category.subCategories[i];
+                if (!filterCategoryIds[subCategory.id]) {
+                    checkedCount++;
+                }
+            }
+
+            return checkedCount > 0 && checkedCount < category.subCategories.length;
+        }
+    }
+}
+</script>
diff --git a/src/views/mobile/statistics/Transaction.vue b/src/views/mobile/statistics/Transaction.vue
index 651fcfbe..3640c167 100644
--- a/src/views/mobile/statistics/Transaction.vue
+++ b/src/views/mobile/statistics/Transaction.vue
@@ -231,6 +231,10 @@
         </date-range-selection-sheet>
 
         <f7-actions close-by-outside-click close-on-escape :opened="showMoreActionSheet" @actions:closed="showMoreActionSheet = false">
+            <f7-actions-group>
+                <f7-actions-button @click="filterAccounts">{{ $t('Filter Accounts') }}</f7-actions-button>
+                <f7-actions-button @click="filterCategories">{{ $t('Filter Transaction Categories') }}</f7-actions-button>
+            </f7-actions-group>
             <f7-actions-group>
                 <f7-actions-button @click="settings">{{ $t('Settings') }}</f7-actions-button>
             </f7-actions-group>
@@ -535,6 +539,12 @@ export default {
         clickPieChartItem(item) {
             this.$f7router.navigate(this.$options.filters.itemLinkUrl(item, this.query, this.$constants.statistics.allChartDataTypes));
         },
+        filterAccounts() {
+            this.$f7router.navigate('/statistic/filter/account');
+        },
+        filterCategories() {
+            this.$f7router.navigate('/statistic/filter/category');
+        },
         settings() {
             this.$f7router.navigate('/statistic/settings');
         },
@@ -565,6 +575,14 @@ export default {
                     continue;
                 }
 
+                if (this.query.filterAccountIds && this.query.filterAccountIds[item.account.id]) {
+                    continue;
+                }
+
+                if (this.query.filterCategoryIds && this.query.filterCategoryIds[item.category.id]) {
+                    continue;
+                }
+
                 if (this.query.chartDataType === this.$constants.statistics.allChartDataTypes.ExpenseByAccount.type ||
                     this.query.chartDataType === this.$constants.statistics.allChartDataTypes.IncomeByAccount.type) {
                     if (this.$utilities.isNumber(item.amountInDefaultCurrency)) {
@@ -656,6 +674,10 @@ export default {
                     }
                 }
 
+                if (this.query.filterAccountIds && this.query.filterAccountIds[account.id]) {
+                    continue;
+                }
+
                 let primaryAccount = this.$store.state.allAccountsMap[account.parentId];
 
                 if (!primaryAccount) {