Enhance data processing: add utility functions for year extraction and graph data population

src/components/graph/cativoXLivreChart/index.tsx

@@ -79,6 +79,8 @@ export function CativoXLivreChart({ title, subtitle, chartData, label, dataset1,
 
   const options: any = config(miniature)
 
+  const hasEstimated = chartData?.some((value) => value.dad_estimado)
+
   const data: any = {
     labels,
     datasets: chartData?.map(value => value.dad_estimado)?.includes(true) ? [
@@ -184,7 +186,7 @@ export function CativoXLivreChart({ title, subtitle, chartData, label, dataset1,
 
   return (
     <CativoXLivreChartView>
-      <ChartTitle title={title} subtitle={subtitle}/>
+      {/* <ChartTitle title={title} subtitle={subtitle}/> */}
       <div>
         <Chart ref={chartRef} type='bar' options={options} data={data} />
       </div>

src/components/graph/costIndicatorChart/index.tsx

@@ -80,7 +80,7 @@ export default function CostIndicatorChart({ title, data1, data2, label, subtitl
 
   return (
     <CostIndicatorChartView>
-      <ChartTitle title={title} subtitle={subtitle} />
+      {/* <ChartTitle title={title} subtitle={subtitle} /> */}
       <Bar
         options={options}
         data={data}

src/components/graph/grossAnualChart/GrossAnualChart.tsx

@@ -1,10 +1,9 @@
-import { BarElement, CategoryScale, Chart as ChartJS, layouts, Legend, LinearScale, Title, Tooltip } from 'chart.js';
+import { BarElement, CategoryScale, Chart as ChartJS, Legend, LinearScale, Title, Tooltip } from 'chart.js';
 import ChartDataLabels from 'chartjs-plugin-datalabels';
 import 'chartjs-plugin-style';
 import { draw } from 'patternomaly';
 import { Chart } from 'react-chartjs-2';
 
-import ChartTitle from '../ChartTitle';
 import { GrossAnualChartView } from './GrossAnualChartView';
 
 ChartJS.register(
@@ -40,7 +39,7 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
     // maintainAspectRatio: false,
     layout: {
       padding: {
-        top: 50,
+        top: 0,
       }
     },
     scales: {
@@ -56,7 +55,7 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
         },
       },
       y: {
-        stacked: false,
+        stacked: true,
         //max: Number.parseInt(dataProps.reduce((prev, current) => prev.economia_acumulada < current.economia_acumulada ? prev.economia_acumulada : current.economia_acumulada, 0)) + 350,
         min: 0,
         grid: {
@@ -79,26 +78,28 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
     },
     plugins: {
       datalabels: {
+        display: true,
+        color: '#255488',
+        clip: false,
         formatter: (value, ctx) => {
           const percentage = (dataProps[ctx.dataIndex]?.econ_percentual * 100).toFixed(0) + "%";
           const result = `${spacement(parseInt(value).toLocaleString('pt-br'))}${percentage}\n${parseInt(value).toLocaleString('pt-br')}${spacement(parseInt(value).toLocaleString('pt-br'))}`
 
           return value == null ? null : result
         },
-        display: true,
+        anchor: 'end',
-        anchor: "end",
+        align: 'end',
-        align: "end",
+        offset: 5,
         font: {
           weight: 'bold',
           size: !miniature ? window.innerWidth / 80 : window.innerWidth / 125,
         },
-        color: '#255488',
       },
       legend: {
         position: 'bottom' as const,
       },
       title: {
-        display: false,
+        display: true,
         text: '',
       },
     },
@@ -126,7 +127,7 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
       {
         type: 'bar',
         label: dataset,
-        stacked: true,
+        // stacked: true,
         data: consolidatedData,
         datalabels: {
           // backgroundColor: '#255488',
@@ -134,19 +135,19 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
           // opacity: .8,
           display: (ctx) => ctx.dataIndex === 0, // Exibe apenas o primeiro
         },
-        borderRadius: 10,
+        skipNull: true,
+        borderRadius: 8,
         backgroundColor: '#255488',
       },
       {
         type: 'bar',
-        stacked: true,
         label: 'Estimado',
-        spanGaps: true,
         datalabels: {
           // keep the previous behaviour of offsetting the second estimated bar if needed
         },
         data: estimatedData,
-        borderRadius: 10,
+        skipNull: true,
+        borderRadius: 8,
         backgroundColor: draw('diagonal-right-left', '#C2d5fb'),
       },
     ],
@@ -154,8 +155,7 @@ export function GrossAnualChart({ title, subtitle, dataProps = [], label, datase
 
   return (
     <GrossAnualChartView>
-
+      <Chart options={options} data={data} type='bar' height={'156'} />
-      <Chart options={options} data={data} type='bar' height={150} />
     </GrossAnualChartView>
   )
 }

src/components/graph/grossAnualChart/GrossAnualChartView.ts

@@ -3,21 +3,23 @@ import styled from "styled-components"
 export const GrossAnualChartView = styled.div`
   width: 90%;
 
+  transform: translateY(-25px);
+  
   @media (max-width: 900px) {
     min-width: 20rem
   }
 
 `
 
-export const ChartTitleView = styled.div`
+// export const ChartTitleView = styled.div`
-  display: flex;
+//   display: flex;
-  justify-content: center;
+//   justify-content: center;
-  align-items: center;
+//   align-items: center;
-  margin-top: 30px;
+//   margin-top: 30px;
 
-  flex-direction: column;
+//   flex-direction: column;
 
-  * {
+//   * {
-    margin: 0;
+//     margin: 0;
-  }
+//   }
-`
+// `

src/components/graph/grossMensalChart/GrossMensalChart.tsx

@@ -88,7 +88,7 @@ export default function GrossMensalChart({
       datalabels: {
         display: true,
         color: '#255488',
-        clip: true,
+        clip: false,
         formatter: (value, ctx) => {
           let sum = 0
           const dataArr = ctx.chart.data.datasets[0].data
@@ -152,7 +152,7 @@ export default function GrossMensalChart({
 
   return (
     <GrossMensalChartView>
-      <ChartTitle title={title} subtitle={subtitle} />
+      {/* <ChartTitle title={title} subtitle={subtitle} /> */}
       <ChartJs options={options} data={data} type={'bar'} height={'156'} />
     </GrossMensalChartView>
   )

src/pages/accumulatedSavings/index.tsx

@@ -1,7 +1,7 @@
 import { GetServerSideProps } from 'next'
 import Head from 'next/head'
 import { parseCookies } from 'nookies'
-
+import { useEffect, useState } from 'react'
 
 // import Chart2 from '../../components/graph/Chart2'
 import GrossMensalChart from '../../components/graph/grossMensalChart/GrossMensalChart'
@@ -10,6 +10,7 @@ import PageTitle from '../../components/pageTitle/PageTitle'
 
 import getAPIClient from '../../services/ssrApi'
 import { AccumulatedSavingsView } from '../../styles/layouts/economy/accumulatedSavings/AccumulatedSavingsView'
+import { getLastConsolidatedYear, populateGraphDataForYear } from '../../utils/dataProcessing'
 
 export default function AccumulatedSavings({graphData, years, userName}: any) {
   const months = [
@@ -27,6 +28,19 @@ export default function AccumulatedSavings({graphData, years, userName}: any) {
     'Dez'
   ]
 
+  const [processedData, setProcessedData] = useState(graphData)
+  const [lastConsolidatedYear, setLastConsolidatedYear] = useState<number | null>(null)
+
+  useEffect(() => {
+    // Calculate the last consolidated year
+    const lastYear = getLastConsolidatedYear(graphData, true)
+    setLastConsolidatedYear(lastYear)
+
+    // Populate graph data with consolidated and estimated data for that year
+    const populatedData = populateGraphDataForYear(graphData, lastYear)
+    setProcessedData(populatedData)
+  }, [graphData])
+
   return (
     <AccumulatedSavingsView>
       <Head>
@@ -37,8 +51,8 @@ export default function AccumulatedSavings({graphData, years, userName}: any) {
       </Header>
       <section>
         <GrossMensalChart title='' subtitle=''
-          data1={graphData}
+          data1={processedData}
-          data2={graphData}
+          data2={processedData}
           label={months}
         />
         {/* <SingleBar title='' subtitle='' dataset='Consolidada'

src/pages/costIndicator/index.tsx

@@ -15,6 +15,7 @@ import PageTitle from '../../components/pageTitle/PageTitle'
 import getAPIClient from '../../services/ssrApi'
 import { CostIndicatorView } from '../../styles/layouts/economy/costIndicator/CostIndicatorView'
 import { api } from '../../services/api';
+import { getLastConsolidatedYear, populateGraphDataForYear } from '../../utils/dataProcessing'
 
 export default function CostIndicator({graphData, userName, clients}: any) {
   const [unity, setUnity] = useState('');
@@ -35,6 +36,18 @@ export default function CostIndicator({graphData, userName, clients}: any) {
   ]
 
   const [graphDataState, setGraphDataState] = useState([]);
+  const [processedGraphData, setProcessedGraphData] = useState(graphData)
+  const [lastConsolidatedYear, setLastConsolidatedYear] = useState<number | null>(null)
+
+  useEffect(() => {
+    // Calculate the last consolidated year
+    const lastYear = getLastConsolidatedYear(graphData, true)
+    setLastConsolidatedYear(lastYear)
+
+    // Populate graph data with consolidated and estimated data for that year
+    const populatedData = populateGraphDataForYear(graphData, lastYear)
+    setProcessedGraphData(populatedData)
+  }, [graphData])
 
   useEffect(() => {
     api.post('/economy/estimates', unity!==''?{
@@ -42,7 +55,14 @@ export default function CostIndicator({graphData, userName, clients}: any) {
         {"type" : "=", "field":"dados_cadastrais.cod_smart_unidade", "value": unity}
       ]
     }:{}).then(res => {
+      // Apply data processing to filtered result
+      if (res.data.data && res.data.data.length > 0) {
+        const lastYear = getLastConsolidatedYear(res.data.data, true)
+        const populatedData = populateGraphDataForYear(res.data.data, lastYear)
+        setGraphDataState(populatedData)
+      } else {
         setGraphDataState(res.data.data)
+      }
     })
   }, [unity])
 
@@ -75,12 +95,16 @@ export default function CostIndicator({graphData, userName, clients}: any) {
       </FormControl>
       <section>
         <CostIndicatorChart title='' subtitle=''
-          data1={unity!==''? graphDataState.filter((value, index) => value.mes.slice(4, 8).includes('2021'))
+          data1={unity!==''? graphDataState.filter((value, index) => value.mes.slice(0, 4).includes(lastConsolidatedYear?.toString() || ''))
+            .map(value => value?.custo_unit && !!parseInt(value?.custo_unit) ? value.custo_unit : null)
             :
-          graphData.filter((value, index) => value.mes.slice(4, 8).includes('2021'))}
+          processedGraphData.filter((value, index) => value.mes.slice(0, 4).includes(lastConsolidatedYear?.toString() || ''))
-          data2={unity!==''? graphDataState.filter((value, index) => value.mes.slice(4, 8).includes('2022'))
+            .map(value => value?.custo_unit && !!parseInt(value?.custo_unit) ? value.custo_unit : null)}
+          data2={unity!==''? graphDataState.filter((value, index) => value.mes.slice(0, 4).includes(lastConsolidatedYear?.toString() || ''))
+            .map(value => value?.custo_unit && !!parseInt(value?.custo_unit) ? value.custo_unit : null)
             :
-          graphData.filter((value, index) => value.mes.slice(4, 8).includes('2022'))}
+          processedGraphData.filter((value, index) => value.mes.slice(0, 4).includes(lastConsolidatedYear?.toString() || ''))
+            .map(value => value?.custo_unit && !!parseInt(value?.custo_unit) ? value.custo_unit : null)}
           label={months}
         />
       </section>

src/pages/dashboard/index.tsx

@@ -18,6 +18,7 @@ import CostIndicatorChart from '../../components/graph/costIndicatorChart'
 import { GrossAnualChart } from '../../components/graph/grossAnualChart/GrossAnualChart'
 import GrossMensalChart from '../../components/graph/grossMensalChart/GrossMensalChart'
 import getAPIClient from '../../services/ssrApi'
+import { getLastConsolidatedYear, populateGraphDataForYear } from '../../utils/dataProcessing'
 
 import Box from '@mui/material/Box'
 import Modal from '@mui/material/Modal'
@@ -66,30 +67,41 @@ export default function Dashboard({ grossAnualGraph, grossAnualYears, grossMensa
 
   const [lastDataBrutaMensalS, setLastDataBrutaMensal] = useState('')
   const [lastDataBrutaAnualS, setLastDataBrutaAnual] = useState('')
+  const [processedMensalData, setProcessedMensalData] = useState(grossMensalGraph)
+  const [lastConsolidatedYear, setLastConsolidatedYear] = useState<number | null>(null)
 
   const [open, setOpen] = useState(true);
   const handleOpen = () => setOpen(true);
   const handleClose = () => setOpen(false);
 
   useEffect(() => {
+    // Calculate the last consolidated year
+    const lastYear = getLastConsolidatedYear(grossMensalGraph, true)
+    setLastConsolidatedYear(lastYear)
+
+    // Populate graph data with consolidated and estimated data for that year
+    const populatedData = populateGraphDataForYear(grossMensalGraph, lastYear)
+    setProcessedMensalData(populatedData)
+
+    // Calculate last data values
     let lastDataMensal = '0'
     let lastDataAnual = '0'
     let index = 0
 
-    while (index < grossMensalGraph.length) {
+    while (index < populatedData.length) {
-      if (!grossMensalGraph[index].dad_estimado && grossMensalGraph[index].economia_acumulada !== null)
+      if (!populatedData[index].dad_estimado && populatedData[index].economia_acumulada !== null)
-        lastDataMensal = grossMensalGraph[index].economia_acumulada
+        lastDataMensal = String(populatedData[index].economia_acumulada)
       index++
     }
     setLastDataBrutaMensal(`${parseFloat(lastDataMensal).toFixed(3)}`)
     index = 0
     while (index < grossAnualGraph.length) {
       if (!grossAnualGraph[index].dad_estimado)
-        lastDataAnual = grossAnualGraph[index].economia_acumulada
+        lastDataAnual = String(grossAnualGraph[index].economia_acumulada)
       index++
     }
     setLastDataBrutaAnual(`${parseFloat(lastDataAnual).toFixed(3)}`)
-  }, [])
+  }, [grossMensalGraph, grossAnualGraph])
 
   return (
     <DashboardView>
@@ -126,8 +138,8 @@ export default function Dashboard({ grossAnualGraph, grossAnualYears, grossMensa
               <GraphCard title='Economia Mensal' subtitle='Economia Bruta Estimada e Acumulada Mensal - Valores em R$ x mil'>
                 <AccumulatedEconomyTitle value={lastDataBrutaMensalS} />
                 <GrossMensalChart title='' subtitle=''
-                  data1={grossMensalGraph}
+                  data1={processedMensalData}
-                  data2={grossMensalGraph}
+                  data2={processedMensalData}
                   label={months}
                   miniature
                 />

src/pages/economy/index.tsx

@@ -13,6 +13,7 @@ import { api } from '../../services/api';
 import getAPIClient from '../../services/ssrApi';
 import { TableHeader } from '../../styles/layouts/pld/PldView';
 import RenderIf from '../../utils/renderIf';
+import { getLastConsolidatedYear, populateGraphDataForYear } from '../../utils/dataProcessing';
 
 import Tab from '@mui/material/Tab';
 import Tabs from '@mui/material/Tabs';
@@ -32,6 +33,8 @@ export default function economy({ userName, anual, years, brutaMensal, catLiv, c
 
   const [catLivDataState, setCatLivDataState] = useState(null);
   const [indicatorDataState, setIndicatorDataState] = useState(null);
+  const [processedBrutaMensal, setProcessedBrutaMensal] = useState(brutaMensal)
+  const [lastConsolidatedYear, setLastConsolidatedYear] = useState<number | null>(null)
 
   const currentYear = new Date().getUTCFullYear()
   const previousYear = new Date().getUTCFullYear() - 1
@@ -52,13 +55,24 @@ export default function economy({ userName, anual, years, brutaMensal, catLiv, c
   ]
 
   const [lastDataBruta, setLastDataBruta] = useState('')
+  
+  useEffect(() => {
+    // Calculate the last consolidated year
+    const lastYear = getLastConsolidatedYear(brutaMensal, true)
+    setLastConsolidatedYear(lastYear)
+
+    // Populate graph data with consolidated and estimated data for that year
+    const populatedData = populateGraphDataForYear(brutaMensal, lastYear)
+    setProcessedBrutaMensal(populatedData)
+  }, [brutaMensal])
+
   useEffect(() => {
     let lastData = '0'
     let index = 0
     if (economyMenu) {
-      while (index < brutaMensal.length) {
+      while (index < processedBrutaMensal.length) {
-        if (!brutaMensal[index].dad_estimado)
+        if (!processedBrutaMensal[index].dad_estimado)
-          lastData = brutaMensal[index].economia_acumulada
+          lastData = processedBrutaMensal[index].economia_acumulada
         index++
       }
     } else {
@@ -69,7 +83,7 @@ export default function economy({ userName, anual, years, brutaMensal, catLiv, c
       }
     }
     setLastDataBruta(`${parseFloat(lastData).toFixed(3)}`)
-  }, [economyMenu])
+  }, [economyMenu, processedBrutaMensal])
   useEffect(() => {
     console.log(indicatorDataState)
   }, [indicatorDataState])
@@ -148,8 +162,8 @@ export default function economy({ userName, anual, years, brutaMensal, catLiv, c
               <RenderIf isTrue={economyMenu === 1}>
                 <section>
                   <GrossMensalChart title='' subtitle=''
-                    data1={brutaMensal}
+                    data1={processedBrutaMensal}
-                    data2={brutaMensal}
+                    data2={processedBrutaMensal}
                     label={months}
                   />
                 </section>

src/pages/estimatedCost/index.tsx

@@ -16,11 +16,24 @@ import getAPIClient from '../../services/ssrApi'
 import { EstimatedCostView } from '../../styles/layouts/economy/estimatedCost/EstimatedCostView'
 
 import { api } from '../../services/api'
+import { getLastConsolidatedYear, populateGraphDataForYear } from '../../utils/dataProcessing'
 
 export default function EstimatedCost({graphData, userName, clients}: any) {
   const [unity, setUnity] = useState<string>(null);
 
   const [graphDataState, setGraphDataState] = useState(null);
+  const [processedGraphData, setProcessedGraphData] = useState(graphData)
+  const [lastConsolidatedYear, setLastConsolidatedYear] = useState<number | null>(null)
+
+  useEffect(() => {
+    // Calculate the last consolidated year
+    const lastYear = getLastConsolidatedYear(graphData, true)
+    setLastConsolidatedYear(lastYear)
+
+    // Populate graph data with consolidated and estimated data for that year
+    const populatedData = populateGraphDataForYear(graphData, lastYear)
+    setProcessedGraphData(populatedData)
+  }, [graphData])
 
   useEffect(() => {
     api.post('/economy/estimates', unity!==''?{
@@ -28,7 +41,14 @@ export default function EstimatedCost({graphData, userName, clients}: any) {
         {"type" : "=", "field":"dados_cadastrais.cod_smart_unidade", "value": unity}
       ]
     }:{}).then(res => {
+      // Apply data processing to filtered result
+      if (res.data.data && res.data.data.length > 0) {
+        const lastYear = getLastConsolidatedYear(res.data.data, true)
+        const populatedData = populateGraphDataForYear(res.data.data, lastYear)
+        setGraphDataState(populatedData)
+      } else {
         setGraphDataState(res.data.data)
+      }
     })
   }, [unity])
 
@@ -60,7 +80,7 @@ export default function EstimatedCost({graphData, userName, clients}: any) {
         </Select>
       </FormControl>
       <section>
-        <CativoXLivreChart chartData={unity!==null? graphDataState : graphData}
+        <CativoXLivreChart chartData={unity!==null? graphDataState : processedGraphData}
         dataset1="Economia (R$)" dataset2='Est. Cativo' dataset3='Est. Livre'
         label={['Jan', 'Fev', 'Mar', 'Abr', 'Mai', 'Jun', 'Jul', 'Ago', 'Set', 'Out', 'Nov', 'Dez']} title='' subtitle='' barLabel hashurado/>
       </section>

src/utils/dataProcessing.ts

@@ -0,0 +1,287 @@
+/**
+ * Utility functions to process economy data from API
+ * Calculates the year with the last consolidated data and populates graphs accordingly
+ */
+
+interface EconomyData {
+  ano?: string | number;
+  mes?: string;
+  economia_acumulada?: number;
+  economia_mensal?: number;
+  dad_estimado: boolean;
+  [key: string]: any;
+}
+
+/**
+ * Extract year from mes field supporting multiple formats
+ * Supports: "YYYY-MM-DD", "MMM/YYYY", "MM/YYYY"
+ * @param mesValue - The mes field value
+ * @returns Year as number
+ */
+function extractYearFromMes(mesValue: string): number {
+  const mesStr = mesValue.toString();
+  
+  // Handle "YYYY-MM-DD" format
+  if (mesStr.includes('-')) {
+    const yearStr = mesStr.split('-')[0];
+    return parseInt(yearStr);
+  }
+  
+  // Handle "MMM/YYYY" or "MM/YYYY" format
+  if (mesStr.includes('/')) {
+    const yearStr = mesStr.split('/')[1];
+    return parseInt(yearStr);
+  }
+  
+  // Fallback: try to parse as number if it's just a year
+  const parsed = parseInt(mesStr);
+  return !isNaN(parsed) ? parsed : new Date().getFullYear();
+}
+
+/**
+ * Find the year with the last consolidated (non-estimated) data
+ * @param data - Array of economy data
+ * @param isMonthly - If true, extract year from 'mes' field; if false, use 'ano' field
+ * @returns The year with the last consolidated data
+ */
+export function getLastConsolidatedYear(data: EconomyData[], isMonthly: boolean = false): number {
+  if (!data || data.length === 0) {
+    return new Date().getFullYear();
+  }
+
+  // Filter only consolidated data (dad_estimado === false)
+  const consolidatedData = data.filter(item => !item.dad_estimado);
+
+  // Extract all years present in the dataset (consolidated + estimated)
+  const allYears = data
+    .map(item => {
+      if (isMonthly && item.mes) {
+        return extractYearFromMes(item.mes);
+      }
+      return parseInt(item.ano?.toString() || new Date().getFullYear().toString());
+    })
+    .filter(year => !Number.isNaN(year));
+
+  // Extract years from consolidated records
+  const consolidatedYears = consolidatedData
+    .map(item => {
+      if (isMonthly && item.mes) {
+        return extractYearFromMes(item.mes);
+      }
+      return parseInt(item.ano?.toString() || new Date().getFullYear().toString());
+    })
+    .filter(year => !Number.isNaN(year));
+
+  // Prefer the latest consolidated year; if none, fall back to the latest year available
+  if (consolidatedYears.length > 0) {
+    return Math.max(...consolidatedYears);
+  }
+
+  if (allYears.length > 0) {
+    return Math.max(...allYears);
+  }
+
+  return new Date().getFullYear();
+}
+
+/**
+ * Filter and prepare graph data for a specific year
+ * Uses consolidated data for that year and estimated data for remaining months
+ * @param data - Array of economy data (monthly)
+ * @param targetYear - The year to filter by
+ * @returns Processed array with consolidated and estimated data
+ */
+export function populateGraphDataForYear(data: EconomyData[], targetYear: number | string): EconomyData[] {
+  if (!data || data.length === 0) {
+    return [];
+  }
+
+  const year = parseInt(targetYear.toString());
+  const currentMonth = new Date().getMonth() + 1; // 1-12
+  const currentYear = new Date().getFullYear();
+
+  // Filter data for the target year
+  const yearData = data.filter(item => {
+    if (item.mes) {
+      const itemYear = extractYearFromMes(item.mes);
+      return itemYear === year;
+    }
+    return false;
+  });
+
+  // If no data for the year, try to use the latest year available to avoid empty charts
+  if (yearData.length === 0) {
+    const fallbackYear = data
+      .map(item => (item.mes ? extractYearFromMes(item.mes) : parseInt(item.ano?.toString() || '0')))
+      .filter(year => !Number.isNaN(year))
+      .sort((a, b) => b - a)[0];
+
+    if (!fallbackYear) {
+      return [];
+    }
+
+    return populateGraphDataForYear(data, fallbackYear);
+  }
+
+  // Create a map of months for quick lookup
+  const dataMap = new Map<number, EconomyData>();
+  yearData.forEach(item => {
+    if (item.mes) {
+      const mesStr = item.mes.toString();
+      let month = 0;
+      
+      // Extract month from different formats
+      if (mesStr.includes('-')) {
+        // YYYY-MM-DD format
+        month = parseInt(mesStr.split('-')[1]);
+      } else if (mesStr.includes('/')) {
+        // MMM/YYYY or MM/YYYY format
+        const parts = mesStr.split('/');
+        const monthPart = parts[0];
+        // Try to parse as number first
+        month = parseInt(monthPart);
+        // If it's NaN, it's a month name, so we need to convert it
+        if (isNaN(month)) {
+          const monthNames = ['jan', 'fev', 'mar', 'abr', 'mai', 'jun', 'jul', 'ago', 'set', 'out', 'nov', 'dez'];
+          month = monthNames.indexOf(monthPart.toLowerCase()) + 1;
+        }
+      }
+      
+      if (month > 0) {
+        dataMap.set(month, item);
+      }
+    }
+  });
+
+  // Build complete year data (1-12 months)
+  const completeYearData: EconomyData[] = [];
+  for (let month = 1; month <= 12; month++) {
+    if (dataMap.has(month)) {
+      completeYearData.push(dataMap.get(month)!);
+    } else {
+      // Fill missing months with estimated data
+      // Find the last consolidated data or use the last available data as base
+      const lastConsolidated = Array.from(dataMap.values())
+        .filter(item => !item.dad_estimado)
+        .sort((a, b) => {
+          const mesA = a.mes?.toString() || '';
+          const mesB = b.mes?.toString() || '';
+          
+          let monthA = 0, monthB = 0;
+          
+          if (mesA.includes('-')) {
+            monthA = parseInt(mesA.split('-')[1]);
+          } else if (mesA.includes('/')) {
+            const part = mesA.split('/')[0];
+            monthA = parseInt(part) || getMonthNumber(part);
+          }
+          
+          if (mesB.includes('-')) {
+            monthB = parseInt(mesB.split('-')[1]);
+          } else if (mesB.includes('/')) {
+            const part = mesB.split('/')[0];
+            monthB = parseInt(part) || getMonthNumber(part);
+          }
+          
+          return monthB - monthA;
+        })[0];
+
+      if (lastConsolidated) {
+        const lastConsolidatedMonth = extractMonthFromMes(lastConsolidated.mes || '');
+        if (month > lastConsolidatedMonth) {
+          // Create estimated data entry for future months
+          completeYearData.push({
+            ...lastConsolidated,
+            mes: `${month < 10 ? '0' : ''}${month}/${year}`,
+            dad_estimado: true
+          });
+        } else if (dataMap.size > 0) {
+          // Use the first available data as template for earlier months
+          const firstData = Array.from(dataMap.values())[0];
+          completeYearData.push({
+            ...firstData,
+            mes: `${month < 10 ? '0' : ''}${month}/${year}`,
+            dad_estimado: true
+          });
+        }
+      } else if (dataMap.size > 0) {
+        // Use the first available data as template
+        const firstData = Array.from(dataMap.values())[0];
+        completeYearData.push({
+          ...firstData,
+          mes: `${month < 10 ? '0' : ''}${month}/${year}`,
+          dad_estimado: true
+        });
+      }
+    }
+  }
+
+  return completeYearData.sort((a, b) => {
+    const monthA = extractMonthFromMes(a.mes || '');
+    const monthB = extractMonthFromMes(b.mes || '');
+    return monthA - monthB;
+  });
+}
+
+/**
+ * Extract month number from mes field
+ * @param mesValue - The mes field value
+ * @returns Month number (1-12)
+ */
+function extractMonthFromMes(mesValue: string): number {
+  const mesStr = mesValue.toString();
+  
+  // Handle "YYYY-MM-DD" format
+  if (mesStr.includes('-')) {
+    return parseInt(mesStr.split('-')[1]);
+  }
+  
+  // Handle "MMM/YYYY" or "MM/YYYY" format
+  if (mesStr.includes('/')) {
+    const monthPart = mesStr.split('/')[0];
+    const parsed = parseInt(monthPart);
+    if (!isNaN(parsed)) {
+      return parsed;
+    }
+    return getMonthNumber(monthPart);
+  }
+  
+  return 1; // Default to January
+}
+
+/**
+ * Convert month name to month number
+ * @param monthName - Month name (Jan, Feb, etc. or jan, fev, etc.)
+ * @returns Month number (1-12)
+ */
+function getMonthNumber(monthName: string): number {
+  const months = ['jan', 'fev', 'mar', 'abr', 'mai', 'jun', 'jul', 'ago', 'set', 'out', 'nov', 'dez'];
+  return months.indexOf(monthName.toLowerCase()) + 1 || 1;
+}
+
+/**
+ * Get consolidated and estimated data split for a specific year
+ * Returns both consolidated and estimated datasets separately
+ * @param data - Array of economy data
+ * @param targetYear - The year to filter by
+ * @returns Object with consolidated and estimated arrays
+ */
+export function getConsolidatedAndEstimatedData(
+  data: EconomyData[],
+  targetYear: number | string
+): { consolidated: EconomyData[]; estimated: EconomyData[] } {
+  const year = parseInt(targetYear.toString());
+
+  const yearData = data.filter(item => {
+    if (item.mes) {
+      const itemYear = extractYearFromMes(item.mes);
+      return itemYear === year;
+    }
+    return false;
+  });
+
+  const consolidated = yearData.filter(item => !item.dad_estimado);
+  const estimated = yearData.filter(item => item.dad_estimado);
+
+  return { consolidated, estimated };
+}