add more statistic data on Data Table tab of Insights Explorer page

src/locales/de.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Kontoliste",
     "This Week": "Diese Woche",
     "This Month": "Dieser Monat",

src/locales/en.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Account List",
     "This Week": "This Week",
     "This Month": "This Month",

src/locales/es.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Recuento de transacciones",
     "Average Amount": "Importe Medio",
     "Median Amount": "Importe Mediano",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Lista de Cuentas",
     "This Week": "Esta Semana",
     "This Month": "Este Mes",

src/locales/fr.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Liste des comptes",
     "This Week": "Cette semaine",
     "This Month": "Ce mois",

src/locales/it.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Elenco account",
     "This Week": "Questa settimana",
     "This Month": "Questo mese",

src/locales/ja.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "口座リスト",
     "This Week": "今週",
     "This Month": "今月",

src/locales/kn.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "ಖಾತೆಗಳ ಪಟ್ಟಿ",
     "This Week": "ಈ ವಾರ",
     "This Month": "ಈ ತಿಂಗಳು",

src/locales/ko.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "거래 수",
     "Average Amount": "평균 금액",
     "Median Amount": "중간 금액",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "계좌 목록",
     "This Week": "이번 주",
     "This Month": "이번 달",

src/locales/nl.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Rekeningenlijst",
     "This Week": "Deze week",
     "This Month": "Deze maand",

src/locales/pt_BR.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Lista de Contas",
     "This Week": "Esta Semana",
     "This Month": "Este Mês",

src/locales/ru.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Количество транзакций",
     "Average Amount": "Средняя сумма",
     "Median Amount": "Медиана сумм",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Список счетов",
     "This Week": "На этой неделе",
     "This Month": "В этом месяце",

src/locales/sl.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Število transakcij",
     "Average Amount": "Povprečni znesek",
     "Median Amount": "Mediana zneska",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Seznam računov",
     "This Week": "Ta teden",
     "This Month": "Ta mesec",

src/locales/ta.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "பரிவர்த்தனை எண்ணிக்கை",
     "Average Amount": "சராசரி தொகை",
     "Median Amount": "நடுநிலை தொகை",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "கணக்குகளின் பட்டியல்",
     "This Week": "இந்த வாரம்",
     "This Month": "இந்த மாதம்",

src/locales/th.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "รายการบัญชี",
     "This Week": "สัปดาห์นี้",
     "This Month": "เดือนนี้",

src/locales/tr.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Hesap Listesi",
     "This Week": "Bu Hafta",
     "This Month": "Bu Ay",

src/locales/uk.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Список рахунків",
     "This Week": "Цього тижня",
     "This Month": "Цього місяця",

src/locales/vi.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "Transaction Count",
     "Average Amount": "Average Amount",
     "Median Amount": "Median Amount",
+    "90th Percentile Amount": "90th Percentile Amount",
+    "Top 5 Amount Share": "Top 5 Amount Share",
+    "Transactions for 80% of Amount": "Transactions for 80% of Amount",
+    "Range (Max - Min)": "Range (Max - Min)",
+    "Interquartile Range (Q3 - Q1)": "Interquartile Range (Q3 - Q1)",
+    "Variance": "Variance",
+    "Standard Deviation": "Standard Deviation",
     "Account List": "Danh sách tài khoản",
     "This Week": "Tuần này",
     "This Month": "Tháng này",

src/locales/zh_Hans.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "交易数量",
     "Average Amount": "平均金额",
     "Median Amount": "中位数金额",
+    "90th Percentile Amount": "90百分位金额",
+    "Top 5 Amount Share": "前5大金额占比",
+    "Transactions for 80% of Amount": "贡献80%金额的交易占比",
+    "Range (Max - Min)": "极差 (最大值 - 最小值)",
+    "Interquartile Range (Q3 - Q1)": "四分位距 (Q3 - Q1)",
+    "Variance": "方差",
+    "Standard Deviation": "标准差",
     "Account List": "账户列表",
     "This Week": "本周",
     "This Month": "本月",

src/locales/zh_Hant.json

@@ -1784,6 +1784,13 @@
     "Transaction Count": "交易數量",
     "Average Amount": "平均金額",
     "Median Amount": "中位數金額",
+    "90th Percentile Amount": "90百分位數金額",
+    "Top 5 Amount Share": "前5大金額占比",
+    "Transactions for 80% of Amount": "貢獻80%金額的交易占比",
+    "Range (Max - Min)": "極差 (最大值 - 最小值)",
+    "Interquartile Range (Q3 - Q1)": "四分位距 (Q3 - Q1)",
+    "Variance": "變異數",
+    "Standard Deviation": "標準差",
     "Account List": "帳戶清單",
     "This Week": "本週",
     "This Month": "本月",

src/stores/explorer.ts

@@ -8,7 +8,7 @@ import { useTransactionCategoriesStore } from './transactionCategory.ts';
 import { useTransactionTagsStore } from './transactionTag.ts';
 import { useExchangeRatesStore } from './exchangeRates.ts';
 
-import { type BeforeResolveFunction, itemAndIndex, keys, values } from '@/core/base.ts';
+import { type BeforeResolveFunction, itemAndIndex, reversed, keys, values } from '@/core/base.ts';
 import { AmountFilterType } from '@/core/numeral.ts';
 import { DateRangeScene, DateRange } from '@/core/datetime.ts';
 import { TimezoneTypeForStatistics } from '@/core/timezone.ts';
@@ -114,10 +114,20 @@ export interface CategoriedTransactionExplorerDataItem extends SeriesInfo {
 export interface InsightsExplorerTransactionStatisticData {
     totalCount: number;
     totalAmount: number;
+    totalIncome: number;
+    totalExpense: number;
+    netIncome: number;
     averageAmount: number;
     medianAmount: number;
+    p90Amount: number;
+    top5AmountShare: number;
+    transactionsFor80PercentAmount: number;
     minimumAmount: number;
     maximumAmount: number;
+    range: number;
+    interquartileRange: number;
+    variance: number;
+    standardDeviation: number;
 }
 
 export const useExplorersStore = defineStore('explorers', () => {
@@ -591,10 +601,20 @@ export const useExplorersStore = defineStore('explorers', () => {
         const statisticData: InsightsExplorerTransactionStatisticData = {
             totalCount: 0,
             totalAmount: 0,
+            totalIncome: 0,
+            totalExpense: 0,
+            netIncome: 0,
             averageAmount: 0,
             medianAmount: 0,
+            p90Amount: 0,
+            top5AmountShare: 0,
+            transactionsFor80PercentAmount: 0,
             minimumAmount: Number.MAX_SAFE_INTEGER,
-            maximumAmount: Number.MIN_SAFE_INTEGER
+            maximumAmount: Number.MIN_SAFE_INTEGER,
+            range: 0,
+            interquartileRange: 0,
+            variance: 0,
+            standardDeviation: 0
         };
 
         const sourceAmounts: number[] = [];
@@ -603,6 +623,12 @@ export const useExplorersStore = defineStore('explorers', () => {
             statisticData.totalCount++;
             statisticData.totalAmount += transaction.sourceAmount;
 
+            if (transaction.type === TransactionType.Income) {
+                statisticData.totalIncome += transaction.sourceAmount;
+            } else if (transaction.type === TransactionType.Expense) {
+                statisticData.totalExpense += transaction.sourceAmount;
+            }
+
             if (transaction.sourceAmount >= 0 && transaction.sourceAmount < statisticData.minimumAmount) {
                 statisticData.minimumAmount = transaction.sourceAmount;
             }
@@ -614,14 +640,7 @@ export const useExplorersStore = defineStore('explorers', () => {
             sourceAmounts.push(transaction.sourceAmount);
         }
 
-        if (statisticData.totalCount > 0) {
+        statisticData.netIncome = statisticData.totalIncome - statisticData.totalExpense;
-            statisticData.averageAmount = Math.trunc(statisticData.totalAmount / statisticData.totalCount);
-        }
-
-        if (sourceAmounts.length > 0) {
-            sourceAmounts.sort((a, b) => a - b);
-            statisticData.medianAmount = sourceAmounts[Math.floor(sourceAmounts.length / 2)] as number;
-        }
 
         if (statisticData.minimumAmount === Number.MAX_SAFE_INTEGER) {
             statisticData.minimumAmount = 0;
@@ -631,6 +650,47 @@ export const useExplorersStore = defineStore('explorers', () => {
             statisticData.maximumAmount = 0;
         }
 
+        if (statisticData.totalCount > 0) {
+            statisticData.averageAmount = Math.trunc(statisticData.totalAmount / statisticData.totalCount);
+        }
+
+        statisticData.range = statisticData.maximumAmount - statisticData.minimumAmount;
+
+        if (sourceAmounts.length > 0) {
+            sourceAmounts.sort((a, b) => a - b);
+            statisticData.medianAmount = sourceAmounts[Math.floor(sourceAmounts.length / 2)] as number;
+            statisticData.p90Amount = sourceAmounts[Math.floor(sourceAmounts.length * 9 / 10)] as number;
+
+            const q1 = sourceAmounts[Math.floor(sourceAmounts.length / 4)] as number;
+            const q3 = sourceAmounts[Math.floor(sourceAmounts.length * 3 / 4)] as number;
+            statisticData.interquartileRange = q3 - q1;
+        }
+
+        if (sourceAmounts.length > 5) {
+            const top5Count = Math.ceil(sourceAmounts.length * 0.05);
+            const top5AmountSum = sourceAmounts.slice(-top5Count).reduce((sum, amount) => sum + amount, 0);
+            statisticData.top5AmountShare = statisticData.totalAmount > 0 ? 100.0 * top5AmountSum / statisticData.totalAmount : 0;
+        } else {
+            statisticData.top5AmountShare = 100.0;
+        }
+
+        const eightyPercentAmountThreshold: number = 0.8 * statisticData.totalAmount;
+        let cumulativeAmount: number = 0;
+        let cumulativeCount: number = 0;
+        for (const amount of reversed(sourceAmounts)) {
+            cumulativeAmount += amount;
+            cumulativeCount++;
+
+            if (cumulativeAmount >= eightyPercentAmountThreshold) {
+                statisticData.transactionsFor80PercentAmount = 100.0 * cumulativeCount / statisticData.totalCount;
+                break;
+            }
+        }
+
+        const sumOfSquaredDifferences: number = sourceAmounts.reduce((sum, amount) => sum + Math.pow(amount / 100.0 - statisticData.averageAmount / 100.0, 2), 0);
+        statisticData.variance = sourceAmounts.length > 0 ? sumOfSquaredDifferences / sourceAmounts.length : 0;
+        statisticData.standardDeviation = Math.sqrt(statisticData.variance);
+
         return statisticData;
     });
 

src/views/desktop/insights/tabs/ExplorerDataTableTab.vue

@@ -48,6 +48,18 @@
                                     <td>{{ tt('Total Amount') }}</td>
                                     <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.totalAmount) }}</td>
                                 </tr>
+                                <tr>
+                                    <td>{{ tt('Total Income') }}</td>
+                                    <td class="text-end text-income">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.totalIncome) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Total Expense') }}</td>
+                                    <td class="text-end text-expense">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.totalExpense) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Net Income') }}</td>
+                                    <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.netIncome) }}</td>
+                                </tr>
                                 <tr>
                                     <td>{{ tt('Average Amount') }}</td>
                                     <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.averageAmount) }}</td>
@@ -56,6 +68,18 @@
                                     <td>{{ tt('Median Amount') }}</td>
                                     <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.medianAmount) }}</td>
                                 </tr>
+                                <tr>
+                                    <td>{{ tt('90th Percentile Amount') }}</td>
+                                    <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.p90Amount) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Top 5 Amount Share') }}</td>
+                                    <td class="text-end">{{ formatPercentToLocalizedNumerals(filteredTransactionsStatistic.top5AmountShare, 2, '<0.01') }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Transactions for 80% of Amount') }}</td>
+                                    <td class="text-end">{{ formatPercentToLocalizedNumerals(filteredTransactionsStatistic.transactionsFor80PercentAmount, 2, '<0.01') }}</td>
+                                </tr>
                                 <tr>
                                     <td>{{ tt('Minimum Amount') }}</td>
                                     <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.minimumAmount) }}</td>
@@ -64,6 +88,22 @@
                                     <td>{{ tt('Maximum Amount') }}</td>
                                     <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.maximumAmount) }}</td>
                                 </tr>
+                                <tr>
+                                    <td>{{ tt('Range (Max - Min)') }}</td>
+                                    <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.range) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Interquartile Range (Q3 - Q1)') }}</td>
+                                    <td class="text-end">{{ formatAmountToLocalizedNumeralsWithCurrency(filteredTransactionsStatistic.interquartileRange) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Variance') }}</td>
+                                    <td class="text-end">{{ formatNumberToLocalizedNumerals(filteredTransactionsStatistic.variance, 2) }}</td>
+                                </tr>
+                                <tr>
+                                    <td>{{ tt('Standard Deviation') }}</td>
+                                    <td class="text-end">{{ formatNumberToLocalizedNumerals(filteredTransactionsStatistic.standardDeviation, 2) }}</td>
+                                </tr>
                                 </tbody>
                             </v-table>
                         </v-tooltip>
@@ -210,7 +250,8 @@ const {
     formatDateTimeToGregorianDefaultDateTime,
     formatAmountToWesternArabicNumeralsWithoutDigitGrouping,
     formatAmountToLocalizedNumeralsWithCurrency,
-    formatNumberToLocalizedNumerals
+    formatNumberToLocalizedNumerals,
+    formatPercentToLocalizedNumerals
 } = useI18n();
 
 const settingsStore = useSettingsStore();