diff --git a/bin/parse.ts b/bin/parse.ts
index 85ea80c9..167b9472 100644
--- a/bin/parse.ts
+++ b/bin/parse.ts
@@ -7,12 +7,17 @@ import { promisify } from "node:util";
 import nodeLefff from "node-lefff";
 import { toASCIIString } from "../src/utils/ascii";
 import type {
-  OccurenceItem,
   SentimentOccurenceItem,
-  StatItem,
   StatsSummary,
 } from "../src/utils/writters";
 import type { Author, BaseGroup } from "../src/utils/tribunes";
+import {
+  createBaseStatsItem,
+  shrinkStats,
+  sortByName,
+  aggregatesStats,
+  computeStats,
+} from "../src/utils/stats";
 
 const exec = promisify(_exec);
 
@@ -95,12 +100,17 @@ async function run() {
           portrait = "default.svg";
         }
 
-        authors.push({
+        const author = {
           id,
           name,
           mandates,
           portrait,
-        });
+          totalSignificantWords: 0,
+          totalWords: 0,
+        };
+
+        authors.push(author);
+        globalStats.authors[author.id] = author;
       } while (authorParts.length);
 
       const content = parts
@@ -153,6 +163,7 @@ async function run() {
         partyAbbr: group.abbr,
         type: group.type,
         logo: group.logo,
+        totalWords: 0,
         writtings: [],
         sentences: [],
         sentiments: [],
@@ -183,6 +194,7 @@ async function run() {
           const writerAggregation = writtersAggregations[
             toASCIIString(name)
           ] || {
+            totalWords: 0,
             writtings: [],
             sentences: [],
             sentiments: [],
@@ -300,8 +312,10 @@ async function run() {
 
       words.forEach((word) => {
         const lemma = nl.lem(word.word);
+
         aggregationsList.forEach((aggregation) => {
           aggregation.words[lemma] = (aggregation.words[lemma] || 0) + 1;
+          aggregation.totalWords += word.word.length > 3 ? 1 : 0;
         });
       });
 
@@ -351,12 +365,17 @@ ${content}
       caps: computeStats(writtersAggregations[key].caps),
       sentiments: computeSentimentStats(writtersAggregations[key].sentiments),
     };
+    const allWords = Object.keys(writtersAggregations[key].words).filter(
+      (word) => word.length > 3
+    );
+
+    globalStats.authors[key].totalWords = writtersAggregations[key].totalWords;
+    globalStats.authors[key].totalSignificantWords = allWords.length;
 
     const finalAggregation = {
       ...writtersAggregations[key],
       summary: shrinkSummary(summary),
-      words: Object.keys(writtersAggregations[key].words)
-        .filter((word) => word.length > 3)
+      words: allWords
         .sort((wordA, wordB) =>
           writtersAggregations[key].words[wordA] <
           writtersAggregations[key].words[wordB]
@@ -432,215 +451,113 @@ ${content}
     pathJoin("contents", `globalStats.json`),
     JSON.stringify(shrinkSummary(globalStats), null, 2)
   );
+}
 
-  function buildGroupDetails(fullName): BaseGroup {
-    const matches = fullName.match(/^(.*) :([^\(]*)(\(.*\)|)$/);
-    const name = matches[2].trim() || "Non-Affilié·es";
-    const type = matches[1].trim();
-    let party = matches[3].trim() || "Sans-Étiquette";
-    let abbr = "SE";
-    let logo = "default.svg";
-
-    if (party.includes("Europe Écologie les Verts")) {
-      party = "Europe Écologie-Les Verts";
-      abbr = "EELV";
-      logo = "eelv-douaisis.svg";
-    }
-    if (party.includes("Vivre Douai")) {
-      party = "Citoyen·nes de Vivre Douai";
-      abbr = "SE";
-      logo = "douai-au-coeur.svg";
-    }
-    if (party.includes("Parti Socialiste")) {
-      party = "Parti Socialiste";
-      abbr = "PS";
-      logo = "ps.png";
-    }
-    if (
-      party.includes("L’humain d’abord pour Douai") ||
-      party.includes("Parti Communiste")
-    ) {
-      party = "Parti Communiste Français";
-      abbr = "PCF";
-      logo = "pcf.svg";
-    }
-    if (party.includes("Rassemblement National")) {
-      party = "Rassemblement National";
-      abbr = "RN";
-    }
-    if (party.includes("UMP")) {
-      party = "Union pour un Mouvement Populaire";
-      abbr = "UMP";
-    }
-    if (fullName.includes("Douai dynamique et durable")) {
-      party = "Alliance LReM-Modem";
-      abbr = "DVD";
-    }
-    if (fullName.includes("Ensemble faisons Douai")) {
-      party = "Sans-Étiquette";
-      abbr = "SE";
-    }
-
-    return {
-      id: toASCIIString(`${name} ${abbr}`),
-      name,
-      type,
-      party,
-      abbr,
-      logo,
-    };
+function buildGroupDetails(fullName): BaseGroup {
+  const matches = fullName.match(/^(.*) :([^\(]*)(\(.*\)|)$/);
+  const name = matches[2].trim() || "Non-Affilié·es";
+  const type = matches[1].trim();
+  let party = matches[3].trim() || "Sans-Étiquette";
+  let abbr = "SE";
+  let logo = "default.svg";
+
+  if (party.includes("Europe Écologie les Verts")) {
+    party = "Europe Écologie-Les Verts";
+    abbr = "EELV";
+    logo = "eelv-douaisis.svg";
   }
-
-  function createBaseStatsItem(): StatItem {
-    return {
-      mean: { count: 0, total: 0 },
-      min: { value: Infinity, ids: [] },
-      max: { value: -Infinity, ids: [] },
-    };
+  if (party.includes("Vivre Douai")) {
+    party = "Citoyen·nes de Vivre Douai";
+    abbr = "SE";
+    logo = "douai-au-coeur.svg";
   }
-
-  function createBaseStatsObject(): StatsSummary {
-    return {
-      sentences: createBaseStatsItem(),
-      exclamations: createBaseStatsItem(),
-      questions: createBaseStatsItem(),
-      bolds: createBaseStatsItem(),
-      caps: createBaseStatsItem(),
-      sentiments: {
-        positive: createBaseStatsItem(),
-        neutral: createBaseStatsItem(),
-        negative: createBaseStatsItem(),
-      },
-    };
+  if (party.includes("Parti Socialiste")) {
+    party = "Parti Socialiste";
+    abbr = "PS";
+    logo = "ps.png";
   }
-
-  function aggregatesStats(statsItem: StatItem, statsObject: StatItem) {
-    statsObject.mean.total += statsItem.mean.total;
-    statsObject.mean.count++;
-    if (statsObject.min.value > statsItem.min.value) {
-      statsObject.min = statsItem.min;
-    }
-    if (statsObject.min.value === statsItem.min.value) {
-      statsObject.min = {
-        value: statsItem.min.value,
-        ids: [...statsObject.min.ids, ...statsItem.min.ids],
-      };
-    }
-    if (statsObject.max.value < statsItem.max.value) {
-      statsObject.max = statsItem.max;
-    }
-    if (statsObject.max.value === statsItem.max.value) {
-      statsObject.max = {
-        value: statsItem.max.value,
-        ids: [...statsObject.max.ids, ...statsItem.max.ids],
-      };
-    }
+  if (
+    party.includes("L’humain d’abord pour Douai") ||
+    party.includes("Parti Communiste")
+  ) {
+    party = "Parti Communiste Français";
+    abbr = "PCF";
+    logo = "pcf.svg";
   }
-
-  function computeStats(occurences: OccurenceItem[]): StatItem {
-    return {
-      mean: {
-        count: occurences.reduce((total, { count }) => total + count, 0),
-        total: occurences.length,
-      },
-      min: occurences.reduce(
-        (actualMin, { count: value, id }) => {
-          if (actualMin.value > value) {
-            return {
-              value,
-              ids: [id],
-            };
-          }
-          if (actualMin.value === value) {
-            return {
-              value,
-              ids: [...actualMin.ids, id],
-            };
-          }
-          return actualMin;
-        },
-        { value: Infinity, ids: [] } as StatItem["min"]
-      ),
-      max: occurences.reduce(
-        (actualMax, { count: value, id }) => {
-          if (actualMax.value < value) {
-            return {
-              value,
-              ids: [id],
-            };
-          }
-          if (actualMax.value === value) {
-            return {
-              value,
-              ids: [...actualMax.ids, id],
-            };
-          }
-          return actualMax;
-        },
-        { value: -Infinity, ids: [] } as StatItem["max"]
-      ),
-    };
+  if (party.includes("Rassemblement National")) {
+    party = "Rassemblement National";
+    abbr = "RN";
+  }
+  if (party.includes("UMP")) {
+    party = "Union pour un Mouvement Populaire";
+    abbr = "UMP";
+  }
+  if (fullName.includes("Douai dynamique et durable")) {
+    party = "Alliance LReM-Modem";
+    abbr = "DVD";
+  }
+  if (fullName.includes("Ensemble faisons Douai")) {
+    party = "Sans-Étiquette";
+    abbr = "SE";
   }
 
-  function computeSentimentStats(
-    occurences: SentimentOccurenceItem[]
-  ): StatsSummary["sentiments"] {
-    return ["positive", "neutral", "negative"].reduce((stats, sentiment) => {
-      const reshapedOccurences = occurences.map(
-        ({ id, date, ...occurence }) => ({
-          id,
-          date,
-          count: occurence[sentiment],
-        })
-      );
+  return {
+    id: toASCIIString(`${name} ${abbr}`),
+    name,
+    type,
+    party,
+    abbr,
+    logo,
+  };
+}
 
-      return {
-        ...stats,
-        [sentiment]: computeStats(reshapedOccurences),
-      };
-    }, {} as Partial<StatsSummary["sentiments"]>) as StatsSummary["sentiments"];
-  }
+function createBaseStatsObject() {
+  return {
+    authors: {},
+    sentences: createBaseStatsItem(),
+    exclamations: createBaseStatsItem(),
+    questions: createBaseStatsItem(),
+    bolds: createBaseStatsItem(),
+    caps: createBaseStatsItem(),
+    sentiments: {
+      positive: createBaseStatsItem(),
+      neutral: createBaseStatsItem(),
+      negative: createBaseStatsItem(),
+    },
+  };
+}
 
-  function shrinkStats(statsItem: StatItem): StatItem {
-    return {
-      mean: statsItem.mean,
-      min: {
-        value: statsItem.min.value,
-        ids: statsItem.min.ids.slice(0, 5),
-        restLength: statsItem.min.ids.slice(5).length,
-      },
-      max: {
-        value: statsItem.max.value,
-        ids: statsItem.max.ids.slice(0, 5),
-        restLength: statsItem.max.ids.slice(5).length,
-      },
-    };
-  }
+function computeSentimentStats(
+  occurences: SentimentOccurenceItem[]
+): StatsSummary["sentiments"] {
+  return ["positive", "neutral", "negative"].reduce((stats, sentiment) => {
+    const reshapedOccurences = occurences.map(({ id, date, ...occurence }) => ({
+      id,
+      date,
+      count: occurence[sentiment],
+    }));
 
-  function shrinkSummary(summary: StatsSummary): StatsSummary {
     return {
-      sentences: shrinkStats(summary.sentences),
-      exclamations: shrinkStats(summary.exclamations),
-      questions: shrinkStats(summary.questions),
-      bolds: shrinkStats(summary.bolds),
-      caps: shrinkStats(summary.caps),
-      sentiments: {
-        positive: shrinkStats(summary.sentiments.positive),
-        neutral: shrinkStats(summary.sentiments.neutral),
-        negative: shrinkStats(summary.sentiments.negative),
-      },
+      ...stats,
+      [sentiment]: computeStats(reshapedOccurences),
     };
-  }
+  }, {} as Partial<StatsSummary["sentiments"]>) as StatsSummary["sentiments"];
+}
 
-  function sortByName<T extends { name: string }>(
-    authorA: T,
-    authorB: T
-  ): number {
-    if (authorA.name < authorB.name) {
-      return -1;
-    } else if (authorA.name > authorB.name) {
-      return 1;
-    }
-    return 0;
-  }
+function shrinkSummary(
+  summary: Omit<StatsSummary, "authors">
+): Omit<StatsSummary, "authors"> {
+  return {
+    ...summary,
+    sentences: shrinkStats(summary.sentences),
+    exclamations: shrinkStats(summary.exclamations),
+    questions: shrinkStats(summary.questions),
+    bolds: shrinkStats(summary.bolds),
+    caps: shrinkStats(summary.caps),
+    sentiments: {
+      positive: shrinkStats(summary.sentiments.positive),
+      neutral: shrinkStats(summary.sentiments.neutral),
+      negative: shrinkStats(summary.sentiments.negative),
+    },
+  };
 }
diff --git a/bin/presence.ts b/bin/presence.ts
index 66862c22..f5686779 100644
--- a/bin/presence.ts
+++ b/bin/presence.ts
@@ -1,8 +1,21 @@
 import { join as pathJoin } from "node:path";
 import { readFile, writeFile, readdir, access } from "node:fs/promises";
 import { toASCIIString } from "../src/utils/ascii";
+import {
+  OccurenceItem,
+  aggregatesStats,
+  computeStats,
+  createBaseStatsItem,
+  shrinkStats,
+  sortByDate,
+} from "../src/utils/stats";
 import type { Author } from "../src/utils/tribunes";
-import type { PresenceItem } from "../src/utils/writters";
+import type {
+  PresenceItem,
+  PresenceStatItem,
+  PresenceStatsSummary,
+  StatsSummary,
+} from "../src/utils/writters";
 
 run();
 
@@ -54,6 +67,30 @@ async function run() {
       }
     }
 
+    const instanceCode = file.replace(/\.csv$/, "");
+    const globalStats = JSON.parse(
+      (await readFile(pathJoin("contents", `globalStats.json`))).toString()
+    ) as StatsSummary;
+    const globalOccurences: Record<
+      keyof PresenceStatsSummary,
+      OccurenceItem[]
+    > = {
+      presenceRatio: [],
+      arrivedLate: [],
+      leftBeforeTheEnd: [],
+      delegation: [],
+    };
+
+    globalStats.presences = globalStats.presences || {};
+    globalStats.presences[instanceCode] = [];
+    globalStats.presencesStats = globalStats.presencesStats || {};
+    globalStats.presencesStats[instanceCode] = {
+      presenceRatio: createBaseStatsItem(),
+      arrivedLate: createBaseStatsItem(),
+      leftBeforeTheEnd: createBaseStatsItem(),
+      delegation: createBaseStatsItem(),
+    };
+
     for (const personId of Object.keys(persons)) {
       const presences: PresenceItem[] = persons[personId].presences.map(
         (presence) =>
@@ -76,14 +113,16 @@ async function run() {
             pathJoin("contents", "writters", `${persons[personId].id}.json`)
           )
         ).toString()
-      );
+      ) as {
+        presences?: Record<string, PresenceItem[]>;
+        presencesStats?: Record<string, PresenceStatItem>;
+      };
 
       writterData.presences = writterData.presences || {};
-      writterData.presences[file.replace(/\.csv$/, "")] =
-        presences.sort(sortByDate);
+      writterData.presences[instanceCode] = presences.sort(sortByDate);
 
       writterData.presencesStats = writterData.presencesStats || {};
-      writterData.presencesStats[file.replace(/\.csv$/, "")] = presences.reduce(
+      writterData.presencesStats[instanceCode] = presences.reduce(
         (stats, presence) => ({
           total: stats.total + 1,
           present: stats.present + (presence.present ? 1 : 0),
@@ -105,7 +144,71 @@ async function run() {
         pathJoin("contents", "writters", `${persons[personId].id}.json`),
         JSON.stringify(writterData, null, 2)
       );
+
+      globalStats.authors[persons[personId].id] = globalStats.authors[
+        persons[personId].id
+      ] || {
+        id: persons[personId].id,
+        name: persons[personId].name,
+        portrait: "default.svg",
+        mandates: [],
+        totalSignificantWords: 0,
+        totalWords: 0,
+      };
+
+      globalStats.presences[instanceCode].push({
+        id: persons[personId].id,
+        ...writterData.presencesStats[instanceCode],
+      });
+
+      aggregatesStats(
+        createBaseStatsItem(
+          (writterData.presencesStats[instanceCode].present /
+            writterData.presencesStats[instanceCode].total) *
+            100,
+          persons[personId].id
+        ),
+        globalStats.presencesStats[instanceCode].presenceRatio
+      );
+      globalStats.presencesStats[instanceCode].presenceRatio = shrinkStats(
+        globalStats.presencesStats[instanceCode].presenceRatio
+      );
+      aggregatesStats(
+        createBaseStatsItem(
+          writterData.presencesStats[instanceCode].arrivedLate,
+          persons[personId].id
+        ),
+        globalStats.presencesStats[instanceCode].arrivedLate
+      );
+      globalStats.presencesStats[instanceCode].arrivedLate = shrinkStats(
+        globalStats.presencesStats[instanceCode].arrivedLate
+      );
+      aggregatesStats(
+        createBaseStatsItem(
+          writterData.presencesStats[instanceCode].leftBeforeTheEnd,
+          persons[personId].id
+        ),
+        globalStats.presencesStats[instanceCode].leftBeforeTheEnd
+      );
+      globalStats.presencesStats[instanceCode].leftBeforeTheEnd = shrinkStats(
+        globalStats.presencesStats[instanceCode].leftBeforeTheEnd
+      );
+      aggregatesStats(
+        createBaseStatsItem(
+          writterData.presencesStats[instanceCode].delegation,
+          persons[personId].id
+        ),
+        globalStats.presencesStats[instanceCode].delegation
+      );
+      globalStats.presencesStats[instanceCode].delegation = shrinkStats(
+        globalStats.presencesStats[instanceCode].delegation
+      );
     }
+
+    await writeFile(
+      pathJoin("contents", `globalStats.json`),
+      JSON.stringify(globalStats, null, 2)
+    );
   }
 }
 
@@ -131,15 +234,3 @@ function parsePresenceCode(code: string): PartialPresence {
       : {}),
   };
 }
-
-function sortByDate<T extends { date: string }>(
-  authorA: T,
-  authorB: T
-): number {
-  if (Date.parse(authorA.date) < Date.parse(authorB.date)) {
-    return -1;
-  } else if (Date.parse(authorA.date) > Date.parse(authorB.date)) {
-    return 1;
-  }
-  return 0;
-}
diff --git a/contents/globalStats.json b/contents/globalStats.json
index 61004eb3..a01fe379 100644
--- a/contents/globalStats.json
+++ b/contents/globalStats.json
@@ -1,4 +1,575 @@
 {
+  "authors": {
+    "monique-amghar": {
+      "id": "monique-amghar",
+      "name": "Monique AMGHAR",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 122,
+      "totalWords": 156
+    },
+    "jacques-vernier": {
+      "id": "jacques-vernier",
+      "name": "Jacques VERNIER",
+      "mandates": [
+        "Maire de Douai",
+        "Conseiller Régional"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 430,
+      "totalWords": 736
+    },
+    "cyril-carbonnel": {
+      "id": "cyril-carbonnel",
+      "name": "Cyril CARBONNEL",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 313,
+      "totalWords": 438
+    },
+    "rene-lavarde": {
+      "id": "rene-lavarde",
+      "name": "René LAVARDE",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 64,
+      "totalWords": 76
+    },
+    "jean-pierre-divrechy": {
+      "id": "jean-pierre-divrechy",
+      "name": "Jean-Pierre DIVRECHY",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 101,
+      "totalWords": 116
+    },
+    "brigitte-bonnaffe-leriche": {
+      "id": "brigitte-bonnaffe-leriche",
+      "name": "Brigitte BONNAFFE-LERICHE",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 52,
+      "totalWords": 52
+    },
+    "karine-doyen-carbonnel": {
+      "id": "karine-doyen-carbonnel",
+      "name": "Karine DOYEN CARBONNEL",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 75,
+      "totalWords": 85
+    },
+    "annick-louvion": {
+      "id": "annick-louvion",
+      "name": "Annick LOUVION",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 72,
+      "totalWords": 77
+    },
+    "odile-hage": {
+      "id": "odile-hage",
+      "name": "Odile HAGE",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 60,
+      "totalWords": 62
+    },
+    "frederic-chereau": {
+      "id": "frederic-chereau",
+      "name": "Frédéric CHÉREAU",
+      "mandates": [
+        "Maire de Douai"
+      ],
+      "portrait": "frederic-chereau.jpg",
+      "totalSignificantWords": 2563,
+      "totalWords": 10363
+    },
+    "jackie-avenel": {
+      "id": "jackie-avenel",
+      "name": "Jackie AVENEL",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 78,
+      "totalWords": 93
+    },
+    "guy-cannie": {
+      "id": "guy-cannie",
+      "name": "Guy CANNIE",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "guy-cannie.jpg",
+      "totalSignificantWords": 1431,
+      "totalWords": 3172
+    },
+    "francoise-prouvost": {
+      "id": "francoise-prouvost",
+      "name": "Françoise PROUVOST",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 789,
+      "totalWords": 1352
+    },
+    "gerard-bailliet": {
+      "id": "gerard-bailliet",
+      "name": "Gérard BAILLIET",
+      "mandates": [
+        "Conseiller municipal d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 495,
+      "totalWords": 656
+    },
+    "marie-helene-quatreboeufs-niklikowski": {
+      "id": "marie-helene-quatreboeufs-niklikowski",
+      "name": "Marie-Hélène QUATREBOEUFS-NIKLIKOWSKI",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 192,
+      "totalWords": 226
+    },
+    "marie-delecambre": {
+      "id": "marie-delecambre",
+      "name": "Marie DELECAMBRE",
+      "mandates": [
+        "Conseillère municipale d’opposition"
+      ],
+      "portrait": "default.svg",
+      "totalSignificantWords": 409,
+      "totalWords": 578
+    },
+    "chantal-rybak": {
+      "id": "chantal-rybak",
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+        "id": "sebastien-lanclu",
+        "total": 22,
+        "present": 22,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 0
+      },
+      {
+        "id": "nora-cherki",
+        "total": 22,
+        "present": 18,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 4
+      },
+      {
+        "id": "maxime-decupper-laud",
+        "total": 22,
+        "present": 17,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 5
+      },
+      {
+        "id": "guy-lagache",
+        "total": 15,
+        "present": 13,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 2
+      },
+      {
+        "id": "chantal-rybak",
+        "total": 22,
+        "present": 19,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 3
+      },
+      {
+        "id": "franz-quatreboeufs",
+        "total": 22,
+        "present": 22,
+        "arrivedLate": 2,
+        "leftBeforeTheEnd": 0,
+        "delegation": 0
+      },
+      {
+        "id": "anne-colin",
+        "total": 22,
+        "present": 20,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 2
+      },
+      {
+        "id": "xavier-thierry",
+        "total": 22,
+        "present": 21,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 2
+      },
+      {
+        "id": "coline-craeye",
+        "total": 22,
+        "present": 22,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 0
+      },
+      {
+        "id": "eric-lemaitre",
+        "total": 22,
+        "present": 15,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 6
+      },
+      {
+        "id": "guy-cannie",
+        "total": 22,
+        "present": 18,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 3
+      },
+      {
+        "id": "thibaut-francois",
+        "total": 22,
+        "present": 17,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 1,
+        "delegation": 5
+      },
+      {
+        "id": "francois-guiffard",
+        "total": 22,
+        "present": 15,
+        "arrivedLate": 1,
+        "leftBeforeTheEnd": 0,
+        "delegation": 1
+      },
+      {
+        "id": "nathalie-apers",
+        "total": 22,
+        "present": 20,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 2
+      },
+      {
+        "id": "nadia-bony",
+        "total": 12,
+        "present": 9,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 2
+      },
+      {
+        "id": "mohamed-felouki",
+        "total": 22,
+        "present": 14,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 8
+      },
+      {
+        "id": "anissa-bouchaboun",
+        "total": 22,
+        "present": 15,
+        "arrivedLate": 2,
+        "leftBeforeTheEnd": 0,
+        "delegation": 7
+      },
+      {
+        "id": "anne-sophie-audegond",
+        "total": 22,
+        "present": 14,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 7
+      },
+      {
+        "id": "yvette-wattebled",
+        "total": 22,
+        "present": 10,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 10
+      },
+      {
+        "id": "jean-marie-dupire",
+        "total": 22,
+        "present": 12,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 8
+      },
+      {
+        "id": "virginie-malolepszy",
+        "total": 10,
+        "present": 10,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 0
+      },
+      {
+        "id": "jessy-kaboul",
+        "total": 7,
+        "present": 6,
+        "arrivedLate": 0,
+        "leftBeforeTheEnd": 0,
+        "delegation": 1
+      }
+    ]
+  },
+  "presencesStats": {
+    "cm-douai": {
+      "presenceRatio": {
+        "mean": {
+          "count": 41,
+          "total": 3456.4718614718618
+        },
+        "min": {
+          "value": 45.45454545454545,
+          "ids": [
+            "yvette-wattebled"
+          ],
+          "restLength": 0
+        },
+        "max": {
+          "value": 100,
+          "ids": [
+            "stephanie-stiernon",
+            "frederic-chereau",
+            "agnes-dupuis",
+            "yvon-sipieter",
+            "khadija-ahantat"
+          ],
+          "restLength": 0
+        }
+      },
+      "arrivedLate": {
+        "mean": {
+          "count": 41,
+          "total": 12
+        },
+        "min": {
+          "value": 0,
+          "ids": [
+            "stephanie-stiernon",
+            "frederic-chereau",
+            "agnes-dupuis",
+            "hocine-mazy",
+            "jean-michel-leroy"
+          ],
+          "restLength": 1
+        },
+        "max": {
+          "value": 2,
+          "ids": [
+            "franz-quatreboeufs",
+            "anissa-bouchaboun"
+          ],
+          "restLength": 0
+        }
+      },
+      "leftBeforeTheEnd": {
+        "mean": {
+          "count": 41,
+          "total": 1
+        },
+        "min": {
+          "value": 0,
+          "ids": [
+            "stephanie-stiernon",
+            "frederic-chereau",
+            "agnes-dupuis",
+            "mohamed-kheraki",
+            "hocine-mazy"
+          ],
+          "restLength": 1
+        },
+        "max": {
+          "value": 1,
+          "ids": [
+            "thibaut-francois"
+          ],
+          "restLength": 0
+        }
+      },
+      "delegation": {
+        "mean": {
+          "count": 41,
+          "total": 118
+        },
+        "min": {
+          "value": 0,
+          "ids": [
+            "stephanie-stiernon",
+            "frederic-chereau",
+            "agnes-dupuis",
+            "yvon-sipieter",
+            "khadija-ahantat"
+          ],
+          "restLength": 0
+        },
+        "max": {
+          "value": 10,
+          "ids": [
+            "yvette-wattebled"
+          ],
+          "restLength": 0
+        }
+      }
+    }
   }
 }
\ No newline at end of file
diff --git a/contents/groups/douai-au-coeur-eelv.json b/contents/groups/douai-au-coeur-eelv.json
index 6ece4a7a..e64b97d4 100644
--- a/contents/groups/douai-au-coeur-eelv.json
+++ b/contents/groups/douai-au-coeur-eelv.json
@@ -5,6 +5,7 @@
   "partyAbbr": "EELV",
   "type": "Majorité municipale",
   "logo": "eelv-douaisis.svg",
+  "totalWords": 1657,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
@@ -1316,7 +1317,9 @@
       "mandates": [
         "Conseiller municipal délégué"
       ],
-      "portrait": "guy-caruyer.jpg"
+      "portrait": "guy-caruyer.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jean-christophe-leclercq",
@@ -1324,7 +1327,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "jean-christophe-leclercq.jpg"
+      "portrait": "jean-christophe-leclercq.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "katia-bittner",
@@ -1332,7 +1337,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "katia-bittner.jpg"
+      "portrait": "katia-bittner.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "marie-delattre",
@@ -1340,7 +1347,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "marie-delattre.jpg"
+      "portrait": "marie-delattre.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "stephanie-stiernon",
@@ -1348,7 +1357,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "stephanie-stiernon.jpg"
+      "portrait": "stephanie-stiernon.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "yves-piquot",
@@ -1356,7 +1367,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "yves-piquot.jpg"
+      "portrait": "yves-piquot.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douai-au-coeur-pcf.json b/contents/groups/douai-au-coeur-pcf.json
index b2370743..b8c2eae6 100644
--- a/contents/groups/douai-au-coeur-pcf.json
+++ b/contents/groups/douai-au-coeur-pcf.json
@@ -5,6 +5,7 @@
   "partyAbbr": "PCF",
   "type": "Majorité municipale",
   "logo": "pcf.svg",
+  "totalWords": 1559,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
@@ -1316,7 +1317,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "auriane-ait-lasri.jpg"
+      "portrait": "auriane-ait-lasri.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jessy-kaboul",
@@ -1324,7 +1327,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "nora-cherki",
@@ -1332,7 +1337,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "nora-cherki.jpg"
+      "portrait": "nora-cherki.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "eric-lemaitre",
@@ -1340,7 +1347,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "eric-lemaitre.jpg"
+      "portrait": "eric-lemaitre.jpg",
+      "totalSignificantWords": 45,
+      "totalWords": 47
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douai-au-coeur-ps.json b/contents/groups/douai-au-coeur-ps.json
index 00dd1692..98cb74ae 100644
--- a/contents/groups/douai-au-coeur-ps.json
+++ b/contents/groups/douai-au-coeur-ps.json
@@ -5,6 +5,7 @@
   "partyAbbr": "PS",
   "type": "Majorité municipale",
   "logo": "ps.png",
+  "totalWords": 10466,
   "writtings": [
     {
       "date": "2014-05-01T00:00:00Z",
@@ -3908,7 +3909,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "agnes-dupuis.jpg"
+      "portrait": "agnes-dupuis.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "carolle-divrechy",
@@ -3916,7 +3919,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "carolle-divrechy.jpg"
+      "portrait": "carolle-divrechy.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "frederic-chereau",
@@ -3924,7 +3929,9 @@
       "mandates": [
         "Maire de Douai"
       ],
-      "portrait": "frederic-chereau.jpg"
+      "portrait": "frederic-chereau.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jean-marie-dupire",
@@ -3932,7 +3939,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "jean-marie-dupire.jpg"
+      "portrait": "jean-marie-dupire.jpg",
+      "totalSignificantWords": 45,
+      "totalWords": 50
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douai-au-coeur-se.json b/contents/groups/douai-au-coeur-se.json
index 20fb3e7d..4556efb5 100644
--- a/contents/groups/douai-au-coeur-se.json
+++ b/contents/groups/douai-au-coeur-se.json
@@ -5,6 +5,7 @@
   "partyAbbr": "SE",
   "type": "Majorité municipale",
   "logo": "douai-au-coeur.svg",
+  "totalWords": 1343,
   "writtings": [
     {
       "date": "2020-10-01T00:00:00Z",
@@ -1136,7 +1137,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "anne-sophie-audegond.jpg"
+      "portrait": "anne-sophie-audegond.jpg",
+      "totalSignificantWords": 34,
+      "totalWords": 41
     },
     {
       "id": "avida-oulahcene",
@@ -1144,7 +1147,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "avida-oulahcene.jpg"
+      "portrait": "avida-oulahcene.jpg",
+      "totalSignificantWords": 41,
+      "totalWords": 45
     },
     {
       "id": "guy-lagache",
@@ -1152,7 +1157,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "guy-lagache.jpg"
+      "portrait": "guy-lagache.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "hocine-mazy",
@@ -1160,7 +1167,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "hocine-mazy.jpg"
+      "portrait": "hocine-mazy.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jamila-mekki",
@@ -1168,7 +1177,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "jamila-mekki.jpg"
+      "portrait": "jamila-mekki.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jean-michel-leroy",
@@ -1176,7 +1187,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "jean-michel-leroy.jpg"
+      "portrait": "jean-michel-leroy.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "khadija-ahantat",
@@ -1184,7 +1197,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "khadija-ahantat.jpg"
+      "portrait": "khadija-ahantat.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "maxime-decupper-laud",
@@ -1192,7 +1207,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "maxime-decupper-laud.jpg"
+      "portrait": "maxime-decupper-laud.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "michael-doziere",
@@ -1200,7 +1217,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "michael-doziere.jpg"
+      "portrait": "michael-doziere.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "mohamed-kheraki",
@@ -1208,7 +1227,9 @@
       "mandates": [
         "Adjoint au Maire"
       ],
-      "portrait": "mohamed-kheraki.jpg"
+      "portrait": "mohamed-kheraki.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "nadia-bony",
@@ -1216,7 +1237,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "nadia-bony.jpg"
+      "portrait": "nadia-bony.jpg",
+      "totalSignificantWords": 47,
+      "totalWords": 56
     },
     {
       "id": "nathalie-apers",
@@ -1224,7 +1247,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "nathalie-apers.jpg"
+      "portrait": "nathalie-apers.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "salima-boukentar",
@@ -1232,7 +1257,9 @@
       "mandates": [
         "Conseillère municipale"
       ],
-      "portrait": "salima-boukentar.jpg"
+      "portrait": "salima-boukentar.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "sebastien-lanclu",
@@ -1240,7 +1267,9 @@
       "mandates": [
         "Conseiller municipal"
       ],
-      "portrait": "sebastien-lanclu.jpg"
+      "portrait": "sebastien-lanclu.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "virginie-malolepszy",
@@ -1248,7 +1277,9 @@
       "mandates": [
         "Adjointe au maire"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 47,
+      "totalWords": 48
     },
     {
       "id": "yvon-sipieter",
@@ -1256,7 +1287,9 @@
       "mandates": [
         "Adjoint au maire"
       ],
-      "portrait": "yvon-sipieter.jpg"
+      "portrait": "yvon-sipieter.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douai-dynamique-et-durable-dvd.json b/contents/groups/douai-dynamique-et-durable-dvd.json
index 72eef36f..bc655ea5 100644
--- a/contents/groups/douai-dynamique-et-durable-dvd.json
+++ b/contents/groups/douai-dynamique-et-durable-dvd.json
@@ -5,6 +5,7 @@
   "partyAbbr": "DVD",
   "type": "Élus d’opposition",
   "logo": "default.svg",
+  "totalWords": 1627,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
@@ -1316,7 +1317,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "anissa-bouchaboun.jpg"
+      "portrait": "anissa-bouchaboun.jpg",
+      "totalSignificantWords": 40,
+      "totalWords": 50
     },
     {
       "id": "anne-colin",
@@ -1324,7 +1327,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "anne-colin.jpg"
+      "portrait": "anne-colin.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "chantal-rybak",
@@ -1332,7 +1337,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "chantal-rybak.jpg"
+      "portrait": "chantal-rybak.jpg",
+      "totalSignificantWords": 552,
+      "totalWords": 876
     },
     {
       "id": "coline-craeye",
@@ -1340,7 +1347,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "coline-craeye.jpg"
+      "portrait": "coline-craeye.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "coline-craeye",
@@ -1348,7 +1357,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "coline-craeye.jpg"
+      "portrait": "coline-craeye.jpg",
+      "totalSignificantWords": 617,
+      "totalWords": 1087
     },
     {
       "id": "franz-quatreboeufs",
@@ -1356,7 +1367,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "franz-quatreboeufs.jpg"
+      "portrait": "franz-quatreboeufs.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "mohamed-felouki",
@@ -1364,7 +1377,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "mohamed-felouki.jpg"
+      "portrait": "mohamed-felouki.jpg",
+      "totalSignificantWords": 43,
+      "totalWords": 50
     },
     {
       "id": "xavier-thierry",
@@ -1372,7 +1387,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "xavier-thierry.jpg"
+      "portrait": "xavier-thierry.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douai-plus-belle-plus-propre-plus-sure-rn.json b/contents/groups/douai-plus-belle-plus-propre-plus-sure-rn.json
index 279ee32f..66e0c455 100644
--- a/contents/groups/douai-plus-belle-plus-propre-plus-sure-rn.json
+++ b/contents/groups/douai-plus-belle-plus-propre-plus-sure-rn.json
@@ -5,6 +5,7 @@
   "partyAbbr": "RN",
   "type": "Élus d’opposition",
   "logo": "default.svg",
+  "totalWords": 1446,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
@@ -1316,7 +1317,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "guy-cannie.jpg"
+      "portrait": "guy-cannie.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "thibaut-francois",
@@ -1324,7 +1327,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "thibaut-francois.jpg"
+      "portrait": "thibaut-francois.jpg",
+      "totalSignificantWords": 647,
+      "totalWords": 1274
     },
     {
       "id": "thibaut-francois",
@@ -1332,7 +1337,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "thibaut-francois.jpg"
+      "portrait": "thibaut-francois.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/douaisiens-passionnement-ump.json b/contents/groups/douaisiens-passionnement-ump.json
index 9416bef4..c7a6034b 100644
--- a/contents/groups/douaisiens-passionnement-ump.json
+++ b/contents/groups/douaisiens-passionnement-ump.json
@@ -5,6 +5,7 @@
   "partyAbbr": "UMP",
   "type": "Élus d’opposition",
   "logo": "default.svg",
+  "totalWords": 3753,
   "writtings": [
     {
       "date": "2014-05-01T00:00:00Z",
@@ -2540,7 +2541,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "chantal-rybak",
@@ -2548,7 +2551,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "chantal-rybak.jpg"
+      "portrait": "chantal-rybak.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "cyril-carbonnel",
@@ -2556,7 +2561,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "franz-quatreboeufs",
@@ -2564,7 +2571,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "franz-quatreboeufs.jpg"
+      "portrait": "franz-quatreboeufs.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "francoise-prouvost",
@@ -2572,7 +2581,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "isabelle-chatelain",
@@ -2580,7 +2591,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "marie-delecambre",
@@ -2588,7 +2601,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "marie-helene-quatreboeufs-niklikowski",
@@ -2596,7 +2611,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/ensemble-faisons-douai-se.json b/contents/groups/ensemble-faisons-douai-se.json
index ae54baa9..9654b237 100644
--- a/contents/groups/ensemble-faisons-douai-se.json
+++ b/contents/groups/ensemble-faisons-douai-se.json
@@ -5,6 +5,7 @@
   "partyAbbr": "SE",
   "type": "Élus d’opposition",
   "logo": "default.svg",
+  "totalWords": 1657,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
@@ -1316,7 +1317,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "francois-guiffard.jpg"
+      "portrait": "francois-guiffard.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/jacques-vernier-ump.json b/contents/groups/jacques-vernier-ump.json
index cde41f25..05ac2a30 100644
--- a/contents/groups/jacques-vernier-ump.json
+++ b/contents/groups/jacques-vernier-ump.json
@@ -5,6 +5,7 @@
   "partyAbbr": "UMP",
   "type": "Majorité municipale",
   "logo": "default.svg",
+  "totalWords": 736,
   "writtings": [
     {
       "date": "2012-01-01T00:00:00Z",
@@ -633,7 +634,9 @@
         "Maire de Douai",
         "Conseiller Régional"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/rassemblement-douai-bleu-marine-rn.json b/contents/groups/rassemblement-douai-bleu-marine-rn.json
index 16da8421..f5d3e323 100644
--- a/contents/groups/rassemblement-douai-bleu-marine-rn.json
+++ b/contents/groups/rassemblement-douai-bleu-marine-rn.json
@@ -5,6 +5,7 @@
   "partyAbbr": "RN",
   "type": "Élus d’opposition",
   "logo": "default.svg",
+  "totalWords": 3656,
   "writtings": [
     {
       "date": "2014-05-01T00:00:00Z",
@@ -2540,7 +2541,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "guy-cannie.jpg"
+      "portrait": "guy-cannie.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "gerard-bailliet",
@@ -2548,7 +2551,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/vivons-douai-eelv.json b/contents/groups/vivons-douai-eelv.json
index 6f659afd..8c76f429 100644
--- a/contents/groups/vivons-douai-eelv.json
+++ b/contents/groups/vivons-douai-eelv.json
@@ -5,6 +5,7 @@
   "partyAbbr": "EELV",
   "type": "Élus d’opposition",
   "logo": "eelv-douaisis.svg",
+  "totalWords": 93,
   "writtings": [
     {
       "date": "2012-11-01T00:00:00Z",
@@ -164,7 +165,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 78,
+      "totalWords": 93
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/vivons-douai-pcf.json b/contents/groups/vivons-douai-pcf.json
index ef30dd03..446f6038 100644
--- a/contents/groups/vivons-douai-pcf.json
+++ b/contents/groups/vivons-douai-pcf.json
@@ -5,6 +5,7 @@
   "partyAbbr": "PCF",
   "type": "Élus d’opposition",
   "logo": "pcf.svg",
+  "totalWords": 114,
   "writtings": [
     {
       "date": "2012-05-01T00:00:00Z",
@@ -200,7 +201,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 52,
+      "totalWords": 52
     },
     {
       "id": "odile-hage",
@@ -208,7 +211,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 60,
+      "totalWords": 62
     }
   ],
   "locality": "Douai",
diff --git a/contents/groups/vivons-douai-ps.json b/contents/groups/vivons-douai-ps.json
index dd6daccc..cf1fa1ad 100644
--- a/contents/groups/vivons-douai-ps.json
+++ b/contents/groups/vivons-douai-ps.json
@@ -5,6 +5,7 @@
   "partyAbbr": "PS",
   "type": "Élus d’opposition",
   "logo": "ps.png",
+  "totalWords": 814,
   "writtings": [
     {
       "date": "2012-01-01T00:00:00Z",
@@ -524,7 +525,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 72,
+      "totalWords": 77
     },
     {
       "id": "cyril-carbonnel",
@@ -532,7 +535,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "frederic-chereau",
@@ -540,7 +545,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "frederic-chereau.jpg"
+      "portrait": "frederic-chereau.jpg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "jean-pierre-divrechy",
@@ -548,7 +555,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "karine-doyen-carbonnel",
@@ -556,7 +565,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 75,
+      "totalWords": 85
     },
     {
       "id": "monique-amghar",
@@ -564,7 +575,9 @@
       "mandates": [
         "Conseillère municipale d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 0,
+      "totalWords": 0
     },
     {
       "id": "rene-lavarde",
@@ -572,7 +585,9 @@
       "mandates": [
         "Conseiller municipal d’opposition"
       ],
-      "portrait": "default.svg"
+      "portrait": "default.svg",
+      "totalSignificantWords": 64,
+      "totalWords": 76
     }
   ],
   "locality": "Douai",
diff --git a/contents/pages/index.md b/contents/pages/index.md
index 2cf9bfae..3c57ebfc 100644
--- a/contents/pages/index.md
+++ b/contents/pages/index.md
@@ -1,6 +1,6 @@
 ---
-title: Que disent les élu·es de Douai ?
-description: Un site qui recense toutes les tribunes des élu·es de Douai et les analyse pour en tirer l'essentiel.
+title: Les élu·es de Douai passé·es à la moulinette !
+description: Savoir ce que disent et font les élu·es est essentiel pour bien choisir ses représentant·es.
 date: "2023-05-08T22:15:47.659Z"
 draft: false
 illustration:
@@ -8,20 +8,11 @@ illustration:
   alt: "Bannière du site Keskidiz"
 ---
 
-# Keskidiz ?
+## À propos
 
-**Les tribunes des élu·es passées à la moulinette !**
-
-Les tribunes présentes dans les divers magazines institutionnels ne sont pas toujours lues par les citoyen·nes.
-
-C'est pourquoi j'ai eu l'envie de les rendre plus attractives grâce à une technique informatique nommée **analyse du langage naturel**.
-
-Pour le moment, ce site propose, pour chaque élu·e et chaque formation politique, une agrégation comprenant :
-- les mots les plus utilisés,
-- les sentiments exprimés (positif, négatif, neutre),
-- des indicateurs sur le contenu : nombre de tribunes, nombre de caractères, de phrases (questions, exclamations) et même sur la mise en forme (gras, majuscules).
-
-Pour le moment, seules les tribunes de la ville de Douai sont analysées.
+Pour vous aider à y voir plus clair, ce site propose, pour chaque élu·e et chaque formation politique, une agrégation comprenant :
+- la présence aux conseils municipaux,
+- une analyse des tribunes: les mots les plus utilisés, les sentiments exprimés (positif, négatif, neutre) et des indicateurs sur le contenu : nombre de tribunes, nombre de caractères, de phrases (questions, exclamations) et même sur la mise en forme (gras, majuscules).
 
 Bien-sûr, le contenu des tribunes est reporté de la manière la plus fidèle possible et l'information est sourcée via une capture d'écran du site.
 
diff --git a/contents/writters/agnes-dupuis.json b/contents/writters/agnes-dupuis.json
index c1698843..f9d506cd 100644
--- a/contents/writters/agnes-dupuis.json
+++ b/contents/writters/agnes-dupuis.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 104,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/anissa-bouchaboun.json b/contents/writters/anissa-bouchaboun.json
index 4229f4a0..9ea49b20 100644
--- a/contents/writters/anissa-bouchaboun.json
+++ b/contents/writters/anissa-bouchaboun.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 50,
   "writtings": [
     {
       "date": "2021-10-01T00:00:00Z",
diff --git a/contents/writters/anne-colin.json b/contents/writters/anne-colin.json
index ada28e52..e161093b 100644
--- a/contents/writters/anne-colin.json
+++ b/contents/writters/anne-colin.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 147,
   "writtings": [
     {
       "date": "2021-07-01T00:00:00Z",
diff --git a/contents/writters/anne-sophie-audegond.json b/contents/writters/anne-sophie-audegond.json
index fea82305..50a224d4 100644
--- a/contents/writters/anne-sophie-audegond.json
+++ b/contents/writters/anne-sophie-audegond.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 41,
   "writtings": [
     {
       "date": "2021-11-01T00:00:00Z",
diff --git a/contents/writters/annick-louvion.json b/contents/writters/annick-louvion.json
index 989a59a7..fb8ae278 100644
--- a/contents/writters/annick-louvion.json
+++ b/contents/writters/annick-louvion.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 77,
   "writtings": [
     {
       "date": "2012-07-01T00:00:00Z",
diff --git a/contents/writters/auriane-ait-lasri.json b/contents/writters/auriane-ait-lasri.json
index fd43613d..3c20733a 100644
--- a/contents/writters/auriane-ait-lasri.json
+++ b/contents/writters/auriane-ait-lasri.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 1011,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/avida-oulahcene.json b/contents/writters/avida-oulahcene.json
index 77537a59..052644b1 100644
--- a/contents/writters/avida-oulahcene.json
+++ b/contents/writters/avida-oulahcene.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 45,
   "writtings": [
     {
       "date": "2022-02-01T00:00:00Z",
diff --git a/contents/writters/brigitte-bonnaffe-leriche.json b/contents/writters/brigitte-bonnaffe-leriche.json
index 85bb1f03..2cfa2a19 100644
--- a/contents/writters/brigitte-bonnaffe-leriche.json
+++ b/contents/writters/brigitte-bonnaffe-leriche.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 52,
   "writtings": [
     {
       "date": "2012-05-01T00:00:00Z",
diff --git a/contents/writters/bruno-bufquin.json b/contents/writters/bruno-bufquin.json
index 076d344e..055fc53c 100644
--- a/contents/writters/bruno-bufquin.json
+++ b/contents/writters/bruno-bufquin.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 362,
   "writtings": [
     {
       "date": "2017-06-01T00:00:00Z",
diff --git a/contents/writters/carolle-divrechy.json b/contents/writters/carolle-divrechy.json
index dd62b859..f1b0c219 100644
--- a/contents/writters/carolle-divrechy.json
+++ b/contents/writters/carolle-divrechy.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 96,
   "writtings": [
     {
       "date": "2021-07-01T00:00:00Z",
diff --git a/contents/writters/chantal-rybak.json b/contents/writters/chantal-rybak.json
index 46dea431..7ce9a5a6 100644
--- a/contents/writters/chantal-rybak.json
+++ b/contents/writters/chantal-rybak.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 876,
   "writtings": [
     {
       "date": "2014-12-01T00:00:00Z",
diff --git a/contents/writters/coline-craeye.json b/contents/writters/coline-craeye.json
index 7b45dcaf..2ec577d5 100644
--- a/contents/writters/coline-craeye.json
+++ b/contents/writters/coline-craeye.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 1087,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/cyril-carbonnel.json b/contents/writters/cyril-carbonnel.json
index 2af57cc7..54d31c3b 100644
--- a/contents/writters/cyril-carbonnel.json
+++ b/contents/writters/cyril-carbonnel.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 438,
   "writtings": [
     {
       "date": "2012-02-01T00:00:00Z",
diff --git a/contents/writters/eric-lemaitre.json b/contents/writters/eric-lemaitre.json
index 2c62f03e..7b9db5dc 100644
--- a/contents/writters/eric-lemaitre.json
+++ b/contents/writters/eric-lemaitre.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 47,
   "writtings": [
     {
       "date": "2021-02-01T00:00:00Z",
diff --git a/contents/writters/francois-guiffard.json b/contents/writters/francois-guiffard.json
index 8ddb31b0..3d4de64c 100644
--- a/contents/writters/francois-guiffard.json
+++ b/contents/writters/francois-guiffard.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 1657,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/francoise-prouvost.json b/contents/writters/francoise-prouvost.json
index a6ad9fa3..5a5ec814 100644
--- a/contents/writters/francoise-prouvost.json
+++ b/contents/writters/francoise-prouvost.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 1352,
   "writtings": [
     {
       "date": "2014-05-01T00:00:00Z",
diff --git a/contents/writters/franz-quatreboeufs.json b/contents/writters/franz-quatreboeufs.json
index 57f8c58a..dcd1d085 100644
--- a/contents/writters/franz-quatreboeufs.json
+++ b/contents/writters/franz-quatreboeufs.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 610,
   "writtings": [
     {
       "date": "2015-02-01T00:00:00Z",
diff --git a/contents/writters/frederic-chereau.json b/contents/writters/frederic-chereau.json
index 67c0499a..c6a22291 100644
--- a/contents/writters/frederic-chereau.json
+++ b/contents/writters/frederic-chereau.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 10363,
   "writtings": [
     {
       "date": "2012-10-01T00:00:00Z",
diff --git a/contents/writters/gerard-bailliet.json b/contents/writters/gerard-bailliet.json
index 84766773..21d9db54 100644
--- a/contents/writters/gerard-bailliet.json
+++ b/contents/writters/gerard-bailliet.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 656,
   "writtings": [
     {
       "date": "2014-09-01T00:00:00Z",
diff --git a/contents/writters/guy-cannie.json b/contents/writters/guy-cannie.json
index be3ede7c..4ce09787 100644
--- a/contents/writters/guy-cannie.json
+++ b/contents/writters/guy-cannie.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 3172,
   "writtings": [
     {
       "date": "2014-05-01T00:00:00Z",
diff --git a/contents/writters/guy-caruyer.json b/contents/writters/guy-caruyer.json
index 418cc308..5ad32572 100644
--- a/contents/writters/guy-caruyer.json
+++ b/contents/writters/guy-caruyer.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 142,
   "writtings": [
     {
       "date": "2021-02-01T00:00:00Z",
diff --git a/contents/writters/guy-lagache.json b/contents/writters/guy-lagache.json
index ceb7e089..79c0f58a 100644
--- a/contents/writters/guy-lagache.json
+++ b/contents/writters/guy-lagache.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 96,
   "writtings": [
     {
       "date": "2022-05-01T00:00:00Z",
diff --git a/contents/writters/hocine-mazy.json b/contents/writters/hocine-mazy.json
index 7e49779e..4beca385 100644
--- a/contents/writters/hocine-mazy.json
+++ b/contents/writters/hocine-mazy.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 103,
   "writtings": [
     {
       "date": "2021-01-01T00:00:00Z",
diff --git a/contents/writters/isabelle-chatelain.json b/contents/writters/isabelle-chatelain.json
index 35f4fad7..8581879d 100644
--- a/contents/writters/isabelle-chatelain.json
+++ b/contents/writters/isabelle-chatelain.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 193,
   "writtings": [
     {
       "date": "2017-10-01T00:00:00Z",
diff --git a/contents/writters/jackie-avenel.json b/contents/writters/jackie-avenel.json
index 13bcbfb1..b0570da8 100644
--- a/contents/writters/jackie-avenel.json
+++ b/contents/writters/jackie-avenel.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 93,
   "writtings": [
     {
       "date": "2012-11-01T00:00:00Z",
diff --git a/contents/writters/jacques-vernier.json b/contents/writters/jacques-vernier.json
index 2b4a5a23..f305600a 100644
--- a/contents/writters/jacques-vernier.json
+++ b/contents/writters/jacques-vernier.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 736,
   "writtings": [
     {
       "date": "2012-01-01T00:00:00Z",
diff --git a/contents/writters/jamila-mekki.json b/contents/writters/jamila-mekki.json
index 585dcf1b..d4102046 100644
--- a/contents/writters/jamila-mekki.json
+++ b/contents/writters/jamila-mekki.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 100,
   "writtings": [
     {
       "date": "2022-03-01T00:00:00Z",
diff --git a/contents/writters/jean-christophe-leclercq.json b/contents/writters/jean-christophe-leclercq.json
index 015d30d2..cac9c55a 100644
--- a/contents/writters/jean-christophe-leclercq.json
+++ b/contents/writters/jean-christophe-leclercq.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 197,
   "writtings": [
     {
       "date": "2021-01-01T00:00:00Z",
diff --git a/contents/writters/jean-marie-dupire.json b/contents/writters/jean-marie-dupire.json
index 9bfede8c..f486b8f6 100644
--- a/contents/writters/jean-marie-dupire.json
+++ b/contents/writters/jean-marie-dupire.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 50,
   "writtings": [
     {
       "date": "2021-09-01T00:00:00Z",
diff --git a/contents/writters/jean-michel-leroy.json b/contents/writters/jean-michel-leroy.json
index b0d9dc7f..92d482ce 100644
--- a/contents/writters/jean-michel-leroy.json
+++ b/contents/writters/jean-michel-leroy.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 96,
   "writtings": [
     {
       "date": "2021-02-01T00:00:00Z",
diff --git a/contents/writters/jean-pierre-divrechy.json b/contents/writters/jean-pierre-divrechy.json
index fd373f0c..19d41d10 100644
--- a/contents/writters/jean-pierre-divrechy.json
+++ b/contents/writters/jean-pierre-divrechy.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 116,
   "writtings": [
     {
       "date": "2012-04-01T00:00:00Z",
diff --git a/contents/writters/jessy-kaboul.json b/contents/writters/jessy-kaboul.json
index 23b6d080..ecc78d98 100644
--- a/contents/writters/jessy-kaboul.json
+++ b/contents/writters/jessy-kaboul.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 98,
   "writtings": [
     {
       "date": "2020-12-01T00:00:00Z",
diff --git a/contents/writters/karine-doyen-carbonnel.json b/contents/writters/karine-doyen-carbonnel.json
index 0b3991e2..f71ba312 100644
--- a/contents/writters/karine-doyen-carbonnel.json
+++ b/contents/writters/karine-doyen-carbonnel.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 85,
   "writtings": [
     {
       "date": "2012-06-01T00:00:00Z",
diff --git a/contents/writters/katia-bittner.json b/contents/writters/katia-bittner.json
index 81875721..1ae46197 100644
--- a/contents/writters/katia-bittner.json
+++ b/contents/writters/katia-bittner.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 316,
   "writtings": [
     {
       "date": "2020-10-01T00:00:00Z",
diff --git a/contents/writters/khadija-ahantat.json b/contents/writters/khadija-ahantat.json
index 00c681fe..bff60bc7 100644
--- a/contents/writters/khadija-ahantat.json
+++ b/contents/writters/khadija-ahantat.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 105,
   "writtings": [
     {
       "date": "2021-04-01T00:00:00Z",
diff --git a/contents/writters/marie-delattre.json b/contents/writters/marie-delattre.json
index 101d0c9b..29dda8c1 100644
--- a/contents/writters/marie-delattre.json
+++ b/contents/writters/marie-delattre.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 296,
   "writtings": [
     {
       "date": "2020-11-01T00:00:00Z",
diff --git a/contents/writters/marie-delecambre.json b/contents/writters/marie-delecambre.json
index 4852e38b..b90e389b 100644
--- a/contents/writters/marie-delecambre.json
+++ b/contents/writters/marie-delecambre.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 578,
   "writtings": [
     {
       "date": "2014-11-01T00:00:00Z",
diff --git a/contents/writters/marie-helene-quatreboeufs-niklikowski.json b/contents/writters/marie-helene-quatreboeufs-niklikowski.json
index 04558aa4..2c6002c5 100644
--- a/contents/writters/marie-helene-quatreboeufs-niklikowski.json
+++ b/contents/writters/marie-helene-quatreboeufs-niklikowski.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 226,
   "writtings": [
     {
       "date": "2014-10-01T00:00:00Z",
diff --git a/contents/writters/maxime-decupper-laud.json b/contents/writters/maxime-decupper-laud.json
index 5cdbb46c..72453016 100644
--- a/contents/writters/maxime-decupper-laud.json
+++ b/contents/writters/maxime-decupper-laud.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 86,
   "writtings": [
     {
       "date": "2022-01-01T00:00:00Z",
diff --git a/contents/writters/michael-doziere.json b/contents/writters/michael-doziere.json
index 4313906c..8cc614c9 100644
--- a/contents/writters/michael-doziere.json
+++ b/contents/writters/michael-doziere.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 86,
   "writtings": [
     {
       "date": "2021-05-01T00:00:00Z",
diff --git a/contents/writters/mohamed-felouki.json b/contents/writters/mohamed-felouki.json
index de83455f..49dab5a2 100644
--- a/contents/writters/mohamed-felouki.json
+++ b/contents/writters/mohamed-felouki.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 50,
   "writtings": [
     {
       "date": "2022-01-01T00:00:00Z",
diff --git a/contents/writters/mohamed-kheraki.json b/contents/writters/mohamed-kheraki.json
index 0a7cc9fd..2d93953c 100644
--- a/contents/writters/mohamed-kheraki.json
+++ b/contents/writters/mohamed-kheraki.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 102,
   "writtings": [
     {
       "date": "2020-10-01T00:00:00Z",
diff --git a/contents/writters/monique-amghar.json b/contents/writters/monique-amghar.json
index cad3fbb3..4487d1b1 100644
--- a/contents/writters/monique-amghar.json
+++ b/contents/writters/monique-amghar.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 156,
   "writtings": [
     {
       "date": "2012-01-01T00:00:00Z",
diff --git a/contents/writters/nadia-bony.json b/contents/writters/nadia-bony.json
index 6d5f712d..f9b1e20e 100644
--- a/contents/writters/nadia-bony.json
+++ b/contents/writters/nadia-bony.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 56,
   "writtings": [
     {
       "date": "2023-07-01T00:00:00Z",
diff --git a/contents/writters/nathalie-apers.json b/contents/writters/nathalie-apers.json
index ea307fe0..735d7ca9 100644
--- a/contents/writters/nathalie-apers.json
+++ b/contents/writters/nathalie-apers.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 95,
   "writtings": [
     {
       "date": "2020-12-01T00:00:00Z",
diff --git a/contents/writters/nora-cherki.json b/contents/writters/nora-cherki.json
index 0ea4fc62..ef803e81 100644
--- a/contents/writters/nora-cherki.json
+++ b/contents/writters/nora-cherki.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 403,
   "writtings": [
     {
       "date": "2021-03-01T00:00:00Z",
diff --git a/contents/writters/odile-hage.json b/contents/writters/odile-hage.json
index 2ee476b5..c61f11bb 100644
--- a/contents/writters/odile-hage.json
+++ b/contents/writters/odile-hage.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 62,
   "writtings": [
     {
       "date": "2012-09-01T00:00:00Z",
diff --git a/contents/writters/rene-lavarde.json b/contents/writters/rene-lavarde.json
index cbb99a71..81dd5eae 100644
--- a/contents/writters/rene-lavarde.json
+++ b/contents/writters/rene-lavarde.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 76,
   "writtings": [
     {
       "date": "2012-03-01T00:00:00Z",
diff --git a/contents/writters/salima-boukentar.json b/contents/writters/salima-boukentar.json
index 579bfb15..29af1657 100644
--- a/contents/writters/salima-boukentar.json
+++ b/contents/writters/salima-boukentar.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 91,
   "writtings": [
     {
       "date": "2021-10-01T00:00:00Z",
diff --git a/contents/writters/sebastien-lanclu.json b/contents/writters/sebastien-lanclu.json
index d77e41b9..1b20bfdc 100644
--- a/contents/writters/sebastien-lanclu.json
+++ b/contents/writters/sebastien-lanclu.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 98,
   "writtings": [
     {
       "date": "2021-12-01T00:00:00Z",
diff --git a/contents/writters/stephanie-stiernon.json b/contents/writters/stephanie-stiernon.json
index d5f10230..6659bab9 100644
--- a/contents/writters/stephanie-stiernon.json
+++ b/contents/writters/stephanie-stiernon.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 457,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/thibaut-francois.json b/contents/writters/thibaut-francois.json
index c9cfb2a8..3ce72370 100644
--- a/contents/writters/thibaut-francois.json
+++ b/contents/writters/thibaut-francois.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 1274,
   "writtings": [
     {
       "date": "2020-09-01T00:00:00Z",
diff --git a/contents/writters/virginie-malolepszy.json b/contents/writters/virginie-malolepszy.json
index 126ebd67..8e5cf456 100644
--- a/contents/writters/virginie-malolepszy.json
+++ b/contents/writters/virginie-malolepszy.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 48,
   "writtings": [
     {
       "date": "2020-11-01T00:00:00Z",
diff --git a/contents/writters/xavier-thierry.json b/contents/writters/xavier-thierry.json
index 1edcec73..f3688230 100644
--- a/contents/writters/xavier-thierry.json
+++ b/contents/writters/xavier-thierry.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 144,
   "writtings": [
     {
       "date": "2021-03-01T00:00:00Z",
diff --git a/contents/writters/yves-piquot.json b/contents/writters/yves-piquot.json
index b39bf6e6..d984ef62 100644
--- a/contents/writters/yves-piquot.json
+++ b/contents/writters/yves-piquot.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 249,
   "writtings": [
     {
       "date": "2020-12-01T00:00:00Z",
diff --git a/contents/writters/yvon-sipieter.json b/contents/writters/yvon-sipieter.json
index fc6cc010..8cb04075 100644
--- a/contents/writters/yvon-sipieter.json
+++ b/contents/writters/yvon-sipieter.json
@@ -1,4 +1,5 @@
 {
+  "totalWords": 95,
   "writtings": [
     {
       "date": "2021-03-01T00:00:00Z",
diff --git a/src/pages/[[...slug]].tsx b/src/pages/[...slug].tsx
similarity index 98%
rename from src/pages/[[...slug]].tsx
rename to src/pages/[...slug].tsx
index f0105dae..ebf5549c 100644
--- a/src/pages/[[...slug]].tsx
+++ b/src/pages/[...slug].tsx
@@ -24,7 +24,7 @@ type Entry = {
 } & PageFrontmatterMetadata;
 
 type Params = { slug: string[] };
-type Props = { entry: Entry };
+export type Props = { entry: Entry };
 
 const Page = ({ entry }: Props) => {
   return (
diff --git a/src/pages/elu-es/[id].tsx b/src/pages/elu-es/[id].tsx
index fdd5560b..394fc60d 100644
--- a/src/pages/elu-es/[id].tsx
+++ b/src/pages/elu-es/[id].tsx
@@ -113,7 +113,7 @@ const Entry = ({ entry }: Props) => {
                 </UnorderedList>
                 <UnorderedList>
                   {entry.presences[instance].map((presence) => (
-                    <ListItem>
+                    <ListItem key={presence.date}>
                       <Strong>
                         {new Intl.DateTimeFormat("fr-FR", {
                           year: "numeric",
diff --git a/src/pages/index.tsx b/src/pages/index.tsx
new file mode 100644
index 00000000..a76d124f
--- /dev/null
+++ b/src/pages/index.tsx
@@ -0,0 +1,172 @@
+import Layout from "../layouts/main";
+import ContentBlock from "../components/contentBlock";
+import { fixText } from "../utils/text";
+import { renderMarkdown } from "../utils/markdown";
+import Heading1 from "../components/h1";
+import Heading2 from "../components/h2";
+import Heading3 from "../components/h3";
+import Paragraph from "../components/p";
+import { readGlobalStats } from "../utils/globalStats";
+import Strong from "../components/strong";
+import {
+  getStaticProps as baseGetStaticProps,
+  type Props as BaseProps,
+} from "./[...slug]";
+import type { GetStaticProps } from "next";
+import type { StatsSummary } from "../utils/writters";
+import UnorderedList from "../components/ul";
+import ListItem from "../components/li";
+import Anchor from "../components/a";
+
+type Props = BaseProps & {
+  globalStats: StatsSummary;
+};
+
+const Page = ({ entry, globalStats }: Props) => (
+  <Layout
+    title={`${fixText(entry.title)}`}
+    description={fixText(entry.description)}
+    image={entry.illustration?.href}
+  >
+    <ContentBlock>
+      <Heading1>{entry.title}</Heading1>
+      <Paragraph>
+        <Strong>{entry.description}</Strong>
+      </Paragraph>
+
+      <Heading2>🏆 Les bons élèves</Heading2>
+      <div className="top">
+        <div className="column">
+          <Heading3>✅ Assiduité</Heading3>
+          <UnorderedList>
+            {(globalStats.presences["cm-douai"] || [])
+              .sort((presenceA, presenceB) => {
+                const ratioA = presenceA.present / presenceA.total;
+                const ratioB = presenceB.present / presenceB.total;
+
+                return ratioA > ratioB ? -1 : ratioA < ratioB ? 1 : 0;
+              })
+              .slice(0, 10)
+              .map((presence) => (
+                <ListItem>
+                  <Anchor
+                    href={`/elu-es/${globalStats.authors[presence.id].id}`}
+                  >
+                    {globalStats.authors[presence.id].name}
+                  </Anchor>
+                   : {((presence.present / presence.total) * 100).toFixed(2)}%
+                </ListItem>
+              ))}
+          </UnorderedList>
+        </div>
+        <div className="column">
+          <Heading3>✍️ Variété de vocabulaire</Heading3>
+          <UnorderedList>
+            {Object.keys(globalStats.authors)
+              .sort((authorIdA, authorIdB) => {
+                const ratioA =
+                  globalStats.authors[authorIdA].totalSignificantWords /
+                  globalStats.authors[authorIdA].totalWords;
+                const ratioB =
+                  globalStats.authors[authorIdB].totalSignificantWords /
+                  globalStats.authors[authorIdB].totalWords;
+
+                return ratioA > ratioB ? -1 : ratioA < ratioB ? 1 : 0;
+              })
+              .slice(0, 10)
+              .map((authorId) => (
+                <ListItem>
+                  <Anchor href={`/elu-es/${globalStats.authors[authorId].id}`}>
+                    {globalStats.authors[authorId].name}
+                  </Anchor>
+                   :{" "}
+                  {(
+                    globalStats.authors[authorId].totalSignificantWords /
+                    globalStats.authors[authorId].totalWords
+                  ).toFixed(2)}
+                </ListItem>
+              ))}
+          </UnorderedList>
+        </div>
+      </div>
+      <Heading2>🤔 Les mauvais élèves</Heading2>
+      <div className="top">
+        <div className="column">
+          <Heading3>🤷 Absentéisme</Heading3>
+          <UnorderedList>
+            {(globalStats.presences["cm-douai"] || [])
+              .sort((presenceA, presenceB) => {
+                const absenceA = presenceA.total - presenceA.present;
+                const absenceB = presenceB.total - presenceB.present;
+
+                return absenceA > absenceB ? -1 : absenceA < absenceB ? 1 : 0;
+              })
+              .slice(0, 10)
+              .map((presence) => (
+                <ListItem>
+                  <Anchor
+                    href={`/elu-es/${globalStats.authors[presence.id].id}`}
+                  >
+                    {globalStats.authors[presence.id].name}
+                  </Anchor>
+                   : {((presence.present / presence.total) * 100).toFixed(2)}%
+                </ListItem>
+              ))}
+          </UnorderedList>
+        </div>
+        <div className="column">
+          <Heading3>🤦‍♂ Absences sans pouvoir</Heading3>
+          <UnorderedList>
+            {(globalStats.presences["cm-douai"] || [])
+              .sort((presenceA, presenceB) => {
+                const absenceA =
+                  presenceA.total - presenceA.present - presenceA.delegation;
+                const absenceB =
+                  presenceB.total - presenceB.present - presenceB.delegation;
+
+                return absenceA > absenceB ? -1 : absenceA < absenceB ? 1 : 0;
+              })
+              .slice(0, 10)
+              .map((presence) => (
+                <ListItem>
+                  <Anchor
+                    href={`/elu-es/${globalStats.authors[presence.id].id}`}
+                  >
+                    {globalStats.authors[presence.id].name}
+                  </Anchor>
+                   : {presence.total - presence.present - presence.delegation}
+                </ListItem>
+              ))}
+          </UnorderedList>
+        </div>
+      </div>
+      {renderMarkdown({ index: 0 }, entry.content)}
+      <div className="clear"></div>
+    </ContentBlock>
+    <style jsx>{`
+      .clear {
+        clear: both;
+      }
+      .top {
+        display: flex;
+      }
+      .top .column {
+        flex: 1;
+      }
+    `}</style>
+  </Layout>
+);
+
+export default Page;
+
+export const getStaticProps: GetStaticProps<Props> = async () => {
+  const baseProps = await baseGetStaticProps({ params: { slug: [] } });
+  const globalStats = await readGlobalStats();
+
+  return {
+    props: {
+      ...("props" in baseProps ? baseProps.props : {}),
+      globalStats,
+    } as Props,
+  };
+};
diff --git a/src/utils/stats.ts b/src/utils/stats.ts
new file mode 100644
index 00000000..f9727875
--- /dev/null
+++ b/src/utils/stats.ts
@@ -0,0 +1,141 @@
+export type OccurenceItem = {
+  id: string;
+  date: string;
+  count: number;
+};
+
+export type StatItem = {
+  mean: { count: number; total: number };
+  min: { value: number; ids: string[]; restLength?: number };
+  max: { value: number; ids: string[]; restLength?: number };
+};
+
+export function computeStats(occurences: OccurenceItem[]): StatItem {
+  return {
+    mean: {
+      count: occurences.reduce((total, { count }) => total + count, 0),
+      total: occurences.length,
+    },
+    min: occurences.reduce(
+      (actualMin, { count: value, id }) => {
+        if (actualMin.value > value) {
+          return {
+            value,
+            ids: [id],
+          };
+        }
+        if (actualMin.value === value) {
+          return {
+            value,
+            ids: [...actualMin.ids, id],
+          };
+        }
+        return actualMin;
+      },
+      { value: Infinity, ids: [] } as StatItem["min"]
+    ),
+    max: occurences.reduce(
+      (actualMax, { count: value, id }) => {
+        if (actualMax.value < value) {
+          return {
+            value,
+            ids: [id],
+          };
+        }
+        if (actualMax.value === value) {
+          return {
+            value,
+            ids: [...actualMax.ids, id],
+          };
+        }
+        return actualMax;
+      },
+      { value: -Infinity, ids: [] } as StatItem["max"]
+    ),
+  };
+}
+
+export function createBaseStatsItem(
+  firstValue?: number,
+  id?: string
+): StatItem {
+  if (typeof firstValue === "number") {
+    if (typeof id !== "string") {
+      throw new Error("E_BAD_ARGS");
+    }
+    return {
+      mean: { count: 1, total: firstValue },
+      min: { value: firstValue, ids: [id] },
+      max: { value: firstValue, ids: [id] },
+    };
+  }
+
+  return {
+    mean: { count: 0, total: 0 },
+    min: { value: Infinity, ids: [] },
+    max: { value: -Infinity, ids: [] },
+  };
+}
+
+export function aggregatesStats(statsItem: StatItem, statsObject: StatItem) {
+  statsObject.mean.total += statsItem.mean.total;
+  statsObject.mean.count += 1;
+
+  if (statsObject.min.value > statsItem.min.value) {
+    statsObject.min = statsItem.min;
+  } else if (statsObject.min.value === statsItem.min.value) {
+    statsObject.min = {
+      value: statsItem.min.value,
+      ids: [...statsObject.min.ids, ...statsItem.min.ids],
+    };
+  }
+
+  if (statsObject.max.value < statsItem.max.value) {
+    statsObject.max = statsItem.max;
+  } else if (statsObject.max.value === statsItem.max.value) {
+    statsObject.max = {
+      value: statsItem.max.value,
+      ids: [...statsObject.max.ids, ...statsItem.max.ids],
+    };
+  }
+}
+
+export function shrinkStats(statsItem: StatItem): StatItem {
+  return {
+    mean: statsItem.mean,
+    min: {
+      value: statsItem.min.value,
+      ids: statsItem.min.ids.slice(0, 5),
+      restLength: statsItem.min.ids.slice(5).length,
+    },
+    max: {
+      value: statsItem.max.value,
+      ids: statsItem.max.ids.slice(0, 5),
+      restLength: statsItem.max.ids.slice(5).length,
+    },
+  };
+}
+
+export function sortByDate<T extends { date: string }>(
+  authorA: T,
+  authorB: T
+): number {
+  if (Date.parse(authorA.date) < Date.parse(authorB.date)) {
+    return -1;
+  } else if (Date.parse(authorA.date) > Date.parse(authorB.date)) {
+    return 1;
+  }
+  return 0;
+}
+
+export function sortByName<T extends { name: string }>(
+  authorA: T,
+  authorB: T
+): number {
+  if (authorA.name < authorB.name) {
+    return -1;
+  } else if (authorA.name > authorB.name) {
+    return 1;
+  }
+  return 0;
+}
diff --git a/src/utils/tribunes.ts b/src/utils/tribunes.ts
index 87edbf46..54c0a8cb 100644
--- a/src/utils/tribunes.ts
+++ b/src/utils/tribunes.ts
@@ -6,6 +6,8 @@ export type Author = {
   name: string;
   mandates: string[];
   portrait: string;
+  totalSignificantWords: number;
+  totalWords: number;
 };
 export type BaseGroup = {
   id: string;
diff --git a/src/utils/writters.ts b/src/utils/writters.ts
index 67e3db66..db1b2f1b 100644
--- a/src/utils/writters.ts
+++ b/src/utils/writters.ts
@@ -1,5 +1,6 @@
 import { toASCIIString } from "./ascii";
 import { pathJoin, readDir, readJSON } from "./files";
+import type { OccurenceItem, StatItem } from "./stats";
 import type { Author, BaseGroup } from "./tribunes";
 
 export type PresenceItem = {
@@ -16,11 +17,13 @@ export type PresenceStatItem = {
   leftBeforeTheEnd: number;
   delegation: number;
 };
-export type OccurenceItem = {
-  id: string;
-  date: string;
-  count: number;
+export type PresenceStatsSummary = {
+  presenceRatio: StatItem;
+  arrivedLate: StatItem;
+  leftBeforeTheEnd: StatItem;
+  delegation: StatItem;
 };
+
 export type SentimentOccurenceItem = {
   id: string;
   date: string;
@@ -28,11 +31,6 @@ export type SentimentOccurenceItem = {
   neutral: number;
   negative: number;
 };
-export type StatItem = {
-  mean: { count: number; total: number };
-  min: { value: number; ids: string[]; restLength?: number };
-  max: { value: number; ids: string[]; restLength?: number };
-};
 
 export type StatsSummary = {
   sentences: StatItem;
@@ -45,6 +43,14 @@ export type StatsSummary = {
     neutral: StatItem;
     negative: StatItem;
   };
+  authors: Record<string, Author>;
+  presences?: Record<
+    string,
+    (PresenceStatItem & {
+      id: string;
+    })[]
+  >;
+  presencesStats?: Record<string, PresenceStatsSummary>;
 };
 export type StatsData = {
   writtings: {