diff --git a/bin/profile.ts b/bin/profile.ts
index c47892a0..644f5c3a 100644
--- a/bin/profile.ts
+++ b/bin/profile.ts
@@ -3,6 +3,7 @@ import { join as pathJoin } from "path";
 import { tmpdir } from "node:os";
 import childProcess from "node:child_process";
 import { promisify } from "node:util";
+import type { WritterStats } from "../src/utils/writters";
 
 const exec = promisify(childProcess.exec);
 
@@ -22,8 +23,9 @@ async function run() {
   for (const file of files) {
     const writter = JSON.parse(
       await fs.readFile(pathJoin("contents", "writters", file), "utf-8")
-    );
+    ) as WritterStats;
     let portraitData = defaultPortrait;
+    console.warn(`♻️ - Generating profile banner for ${writter.name}`);
 
     try {
       portraitData = `data:image/png;base64,${await fs.readFile(
@@ -41,8 +43,21 @@ async function run() {
     await fs.writeFile(
       tempFile,
       svgTemplate
+        .replace(
+          /\{x\}/gm,
+          writter.presencesStats
+            ? (
+                (writter.presencesStats["cm-douai"].present /
+                  writter.presencesStats["cm-douai"].total) *
+                100
+              ).toFixed(0)
+            : "-"
+        )
         .replace(/\{name\}/gm, writter.name)
-        .replace("{image}", portraitData)
+        .replace(/\{kw1\}/gm, writter.words?.[0]?.word || "-")
+        .replace(/\{kw2\}/gm, writter.words?.[1]?.word || "-")
+        .replace(/\{kw3\}/gm, writter.words?.[2]?.word || "-")
+        .replace(/\{image\}/gm, portraitData)
     );
     await exec(
       `inkscape --without-gui --export-png=${pathJoin(
diff --git a/public/images/banners/agnes-dupuis.png b/public/images/banners/agnes-dupuis.png
index 04242828..fef4ce04 100644
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diff --git a/public/images/banners/anissa-bouchaboun.png b/public/images/banners/anissa-bouchaboun.png
index 45dcd4a5..15a33b1f 100644
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diff --git a/public/images/banners/anne-colin.png b/public/images/banners/anne-colin.png
index 3b39f7de..0094f96b 100644
Binary files a/public/images/banners/anne-colin.png and b/public/images/banners/anne-colin.png differ
diff --git a/public/images/banners/anne-sophie-audegond.png b/public/images/banners/anne-sophie-audegond.png
index 5c63888b..b3c221f3 100644
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diff --git a/public/images/banners/annick-louvion.png b/public/images/banners/annick-louvion.png
index d5142595..ed4e9f60 100644
Binary files a/public/images/banners/annick-louvion.png and b/public/images/banners/annick-louvion.png differ
diff --git a/public/images/banners/auriane-ait-lasri.png b/public/images/banners/auriane-ait-lasri.png
index 84cac3d5..acbdfab8 100644
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diff --git a/public/images/banners/avida-oulahcene.png b/public/images/banners/avida-oulahcene.png
index 16bdfd2c..be110de6 100644
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diff --git a/public/images/banners/brigitte-bonnaffe-leriche.png b/public/images/banners/brigitte-bonnaffe-leriche.png
index 0a9cafe9..48d6ff51 100644
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diff --git a/public/images/banners/bruno-bufquin.png b/public/images/banners/bruno-bufquin.png
index 3e553e82..631489e3 100644
Binary files a/public/images/banners/bruno-bufquin.png and b/public/images/banners/bruno-bufquin.png differ
diff --git a/public/images/banners/carolle-divrechy.png b/public/images/banners/carolle-divrechy.png
index 57555622..4ef28c9c 100644
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diff --git a/public/images/banners/chantal-rybak.png b/public/images/banners/chantal-rybak.png
index 7a82748b..d098f411 100644
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diff --git a/public/images/banners/coline-craeye.png b/public/images/banners/coline-craeye.png
index 1fd655ec..695311bb 100644
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diff --git a/public/images/banners/cyril-carbonnel.png b/public/images/banners/cyril-carbonnel.png
index 5c543cf3..ec606fda 100644
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diff --git a/public/images/banners/eric-lemaitre.png b/public/images/banners/eric-lemaitre.png
index 41551a59..539549f3 100644
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diff --git a/public/images/banners/francois-guiffard.png b/public/images/banners/francois-guiffard.png
index 50509e81..3191bbf8 100644
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diff --git a/public/images/banners/francoise-prouvost.png b/public/images/banners/francoise-prouvost.png
index 31dba39d..5e8d2ce4 100644
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diff --git a/public/images/banners/franz-quatreboeufs.png b/public/images/banners/franz-quatreboeufs.png
index 9fef3cfa..a0b16a1d 100644
Binary files a/public/images/banners/franz-quatreboeufs.png and b/public/images/banners/franz-quatreboeufs.png differ
diff --git a/public/images/banners/frederic-chereau.png b/public/images/banners/frederic-chereau.png
index 536f483c..3906226d 100644
Binary files a/public/images/banners/frederic-chereau.png and b/public/images/banners/frederic-chereau.png differ
diff --git a/public/images/banners/gerard-bailliet.png b/public/images/banners/gerard-bailliet.png
index 0a457c51..5fe44c2f 100644
Binary files a/public/images/banners/gerard-bailliet.png and b/public/images/banners/gerard-bailliet.png differ
diff --git a/public/images/banners/guy-cannie.png b/public/images/banners/guy-cannie.png
index 2fb73cdb..7d64366f 100644
Binary files a/public/images/banners/guy-cannie.png and b/public/images/banners/guy-cannie.png differ
diff --git a/public/images/banners/guy-caruyer.png b/public/images/banners/guy-caruyer.png
index 399eaadc..8c6065c3 100644
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diff --git a/public/images/banners/guy-lagache.png b/public/images/banners/guy-lagache.png
index 888f62d2..098104f0 100644
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diff --git a/public/images/banners/hocine-mazy.png b/public/images/banners/hocine-mazy.png
index ef2b8938..95b5655a 100644
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diff --git a/public/images/banners/isabelle-chatelain.png b/public/images/banners/isabelle-chatelain.png
index a1fa5559..387ac530 100644
Binary files a/public/images/banners/isabelle-chatelain.png and b/public/images/banners/isabelle-chatelain.png differ
diff --git a/public/images/banners/jackie-avenel.png b/public/images/banners/jackie-avenel.png
index 9bc4ab18..d47765d7 100644
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diff --git a/public/images/banners/jacques-vernier.png b/public/images/banners/jacques-vernier.png
index a7828738..b9876ecd 100644
Binary files a/public/images/banners/jacques-vernier.png and b/public/images/banners/jacques-vernier.png differ
diff --git a/public/images/banners/jamila-mekki.png b/public/images/banners/jamila-mekki.png
index f5828685..32fd051b 100644
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diff --git a/public/images/banners/jean-christophe-leclercq.png b/public/images/banners/jean-christophe-leclercq.png
index 7123f7b7..489871a3 100644
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diff --git a/public/images/banners/jean-marie-dupire.png b/public/images/banners/jean-marie-dupire.png
index 3d64c13d..a8ffcef0 100644
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diff --git a/public/images/banners/jean-michel-leroy.png b/public/images/banners/jean-michel-leroy.png
index e32f0d60..33178e00 100644
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diff --git a/public/images/banners/jean-pierre-divrechy.png b/public/images/banners/jean-pierre-divrechy.png
index 4000618b..49d6ba34 100644
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diff --git a/public/images/banners/jessy-kaboul.png b/public/images/banners/jessy-kaboul.png
index a85af748..a5d6ab26 100644
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diff --git a/public/images/banners/karine-doyen-carbonnel.png b/public/images/banners/karine-doyen-carbonnel.png
index 3bd0f908..90fc65c2 100644
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diff --git a/public/images/banners/katia-bittner.png b/public/images/banners/katia-bittner.png
index 605caadb..0e995234 100644
Binary files a/public/images/banners/katia-bittner.png and b/public/images/banners/katia-bittner.png differ
diff --git a/public/images/banners/khadija-ahantat.png b/public/images/banners/khadija-ahantat.png
index b2fa39bf..f8653060 100644
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diff --git a/public/images/banners/marie-delattre.png b/public/images/banners/marie-delattre.png
index 101d6e32..06c1e6eb 100644
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diff --git a/public/images/banners/marie-delecambre.png b/public/images/banners/marie-delecambre.png
index e0de4c26..8ddbaf27 100644
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diff --git a/public/images/banners/marie-helene-quatreboeufs-niklikowski.png b/public/images/banners/marie-helene-quatreboeufs-niklikowski.png
index 1c87a5aa..0a8df3f7 100644
Binary files a/public/images/banners/marie-helene-quatreboeufs-niklikowski.png and b/public/images/banners/marie-helene-quatreboeufs-niklikowski.png differ
diff --git a/public/images/banners/maxime-decupper-laud.png b/public/images/banners/maxime-decupper-laud.png
index fffa134d..db5bf316 100644
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diff --git a/public/images/banners/michael-doziere.png b/public/images/banners/michael-doziere.png
index 48444055..af2fdf7f 100644
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diff --git a/public/images/banners/mohamed-felouki.png b/public/images/banners/mohamed-felouki.png
index a4732ebc..81c4144c 100644
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diff --git a/public/images/banners/mohamed-kheraki.png b/public/images/banners/mohamed-kheraki.png
index 9cb459bb..f0bbd7eb 100644
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diff --git a/public/images/banners/monique-amghar.png b/public/images/banners/monique-amghar.png
index 2d0de930..65e4fd52 100644
Binary files a/public/images/banners/monique-amghar.png and b/public/images/banners/monique-amghar.png differ
diff --git a/public/images/banners/nadia-bony.png b/public/images/banners/nadia-bony.png
new file mode 100644
index 00000000..51981fdb
Binary files /dev/null and b/public/images/banners/nadia-bony.png differ
diff --git a/public/images/banners/nathalie-apers.png b/public/images/banners/nathalie-apers.png
index e3ec3b21..67578317 100644
Binary files a/public/images/banners/nathalie-apers.png and b/public/images/banners/nathalie-apers.png differ
diff --git a/public/images/banners/nora-cherki.png b/public/images/banners/nora-cherki.png
index ecc5ad25..e24541a8 100644
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diff --git a/public/images/banners/odile-hage.png b/public/images/banners/odile-hage.png
index a62d2029..c59444f4 100644
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diff --git a/public/images/banners/rene-lavarde.png b/public/images/banners/rene-lavarde.png
index a5a6fe2d..2f6584ed 100644
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diff --git a/public/images/banners/salima-boukentar.png b/public/images/banners/salima-boukentar.png
index cbbef9da..775d69b1 100644
Binary files a/public/images/banners/salima-boukentar.png and b/public/images/banners/salima-boukentar.png differ
diff --git a/public/images/banners/sebastien-lanclu.png b/public/images/banners/sebastien-lanclu.png
index fee0f520..1139a82b 100644
Binary files a/public/images/banners/sebastien-lanclu.png and b/public/images/banners/sebastien-lanclu.png differ
diff --git a/public/images/banners/stephanie-stiernon.png b/public/images/banners/stephanie-stiernon.png
index 0b9a2193..d9a56069 100644
Binary files a/public/images/banners/stephanie-stiernon.png and b/public/images/banners/stephanie-stiernon.png differ
diff --git a/public/images/banners/thibaut-francois.png b/public/images/banners/thibaut-francois.png
index 84360058..cf16599d 100644
Binary files a/public/images/banners/thibaut-francois.png and b/public/images/banners/thibaut-francois.png differ
diff --git a/public/images/banners/virginie-malolepszy.png b/public/images/banners/virginie-malolepszy.png
index 9daedfef..007ff64d 100644
Binary files a/public/images/banners/virginie-malolepszy.png and b/public/images/banners/virginie-malolepszy.png differ
diff --git a/public/images/banners/xavier-thierry.png b/public/images/banners/xavier-thierry.png
index b93a3f9f..2bc96287 100644
Binary files a/public/images/banners/xavier-thierry.png and b/public/images/banners/xavier-thierry.png differ
diff --git a/public/images/banners/yves-piquot.png b/public/images/banners/yves-piquot.png
index 0bb6f298..0efbc146 100644
Binary files a/public/images/banners/yves-piquot.png and b/public/images/banners/yves-piquot.png differ
diff --git a/public/images/banners/yvette-wattebled.png b/public/images/banners/yvette-wattebled.png
new file mode 100644
index 00000000..97db7167
Binary files /dev/null and b/public/images/banners/yvette-wattebled.png differ
diff --git a/public/images/banners/yvon-sipieter.png b/public/images/banners/yvon-sipieter.png
index 7ee1ac1a..9b0ae0bb 100644
Binary files a/public/images/banners/yvon-sipieter.png and b/public/images/banners/yvon-sipieter.png differ
diff --git a/public/images/profile.svg b/public/images/profile.svg
index 9cdcd9d0..67f182d6 100644
--- a/public/images/profile.svg
+++ b/public/images/profile.svg
@@ -6,6 +6,8 @@
    xmlns:svg="http://www.w3.org/2000/svg"
    xmlns="http://www.w3.org/2000/svg"
    xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
    version="1.1"
    id="Calque_1"
    x="0px"
@@ -13,7 +15,28 @@
    viewBox="0 0 1199.6484 627.99998"
    xml:space="preserve"
    width="1200"
-   height="628"><metadata
+   height="628"
+   sodipodi:docname="profile.svg"
+   inkscape:version="0.92.5 (2060ec1f9f, 2020-04-08)"><sodipodi:namedview
+   pagecolor="#ffffff"
+   bordercolor="#666666"
+   borderopacity="1"
+   objecttolerance="10"
+   gridtolerance="10"
+   guidetolerance="10"
+   inkscape:pageopacity="0"
+   inkscape:pageshadow="2"
+   inkscape:window-width="1855"
+   inkscape:window-height="1056"
+   id="namedview39"
+   showgrid="false"
+   inkscape:zoom="0.7613183"
+   inkscape:cx="500.4913"
+   inkscape:cy="430.31267"
+   inkscape:window-x="65"
+   inkscape:window-y="24"
+   inkscape:window-maximized="1"
+   inkscape:current-layer="Calque_1" /><metadata
    id="metadata19"><rdf:RDF><cc:Work
        rdf:about=""><dc:format>image/svg+xml</dc:format><dc:type
          rdf:resource="http://purl.org/dc/dcmitype/StillImage" /><dc:title></dc:title></cc:Work></rdf:RDF></metadata><defs
@@ -56,6 +79,7 @@
 
 
 
+
 <flowRoot
    xml:space="preserve"
    id="flowRoot834"
@@ -69,8 +93,18 @@
        x="591.62006"
        y="200.4117"
        style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:48px;font-family:Overpass;-inkscape-font-specification:Overpass;text-align:center;text-anchor:middle;fill:#eff1ed;fill-opacity:1;stroke:none" /></flowRegion><flowPara
-     id="flowPara824"
-     style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1">Les tribunes de {name} passées à la moulinette !</flowPara></flowRoot><rect
+     style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1"
+     id="flowPara846">Présent·e à <flowSpan
+   style="font-weight:bold"
+   id="flowSpan877">{x}%</flowSpan></flowPara><flowPara
+     style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1"
+     id="flowPara850">Top mots-clés :</flowPara><flowPara
+     style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1"
+     id="flowPara852">{kw1}</flowPara><flowPara
+     style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1"
+     id="flowPara854">{kw2}</flowPara><flowPara
+     style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-family:Karla;-inkscape-font-specification:Karla;fill:#eff1ed;fill-opacity:1"
+     id="flowPara856">{kw3}</flowPara></flowRoot><rect
    ry="2.5000002"
    rx="2.5000002"
    y="1.1368684e-13"
@@ -127,6 +161,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">Sécurité</tspan></text>
 
 
+
 <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:27.88678932px;line-height:125%;font-family:Tofino;-inkscape-font-specification:Tofino;letter-spacing:0px;word-spacing:0px;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:2.10985374px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1"
@@ -140,6 +175,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">Écologie</tspan></text>
 
 
+
 <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:27.88678932px;line-height:125%;font-family:Tofino;-inkscape-font-specification:Tofino;letter-spacing:0px;word-spacing:0px;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:2.10985374px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1"
@@ -153,6 +189,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">Solidarité</tspan></text>
 
 
+
 <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:27.88678932px;line-height:125%;font-family:Tofino;-inkscape-font-specification:Tofino;letter-spacing:0px;word-spacing:0px;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:2.10985374px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1"
@@ -166,6 +203,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">Taxes</tspan></text>
 
 
+
 <text
    transform="rotate(-10.102184)"
    id="text855"
@@ -179,6 +217,7 @@
      id="tspan853">12</tspan></text>
 
 
+
 <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:27.88678932px;line-height:125%;font-family:Tofino;-inkscape-font-specification:Tofino;letter-spacing:0px;word-spacing:0px;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:2.10985374px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1"
@@ -192,6 +231,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">9</tspan></text>
 
 
+
 <text
    transform="rotate(39.572746)"
    id="text863"
@@ -205,6 +245,7 @@
      id="tspan861">9</tspan></text>
 
 
+
 <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:27.88678932px;line-height:125%;font-family:Tofino;-inkscape-font-specification:Tofino;letter-spacing:0px;word-spacing:0px;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:2.10985374px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1"
@@ -218,6 +259,7 @@
      style="fill:#eff1ed;fill-opacity:1;stroke-width:2.10985374px">67</tspan></text>
 
 
+
 <path
    style="opacity:1;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:11.10015678;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1"
    d="m 481.17782,523.97168 a 26.716325,26.716325 0 0 0 -2.58162,-0.68302 26.716325,26.716325 0 0 0 -31.53818,19.99135 26.716325,26.716325 0 0 0 19.25568,31.9942 26.716325,26.716325 0 0 0 32.43276,-18.50875 l 0.56871,-2.40911 a 26.716325,26.716325 0 0 0 -18.13735,-30.38467 z m -14.19292,8.3935 a 6.0971686,6.0971686 0 0 1 4.13868,6.93361 l -0.12883,0.55023 a 6.0971686,6.0971686 0 0 1 -7.40283,4.22396 6.0971686,6.0971686 0 0 1 -4.39513,-7.30145 6.0971686,6.0971686 0 0 1 7.19898,-4.56254 6.0971686,6.0971686 0 0 1 0.58913,0.15619 z m 20.37926,5.8247 a 6.0971686,6.0971686 0 0 1 4.13868,6.93361 l -0.1307,0.54969 a 6.0971686,6.0971686 0 0 1 -7.40097,4.22449 6.0971686,6.0971686 0 0 1 -4.39512,-7.30144 6.0971686,6.0971686 0 0 1 7.19897,-4.56255 6.0971686,6.0971686 0 0 1 0.58914,0.1562 z m -3.32776,23.01456 c -11.38733,5.75655 -19.24577,3.61839 -23.54306,-6.48925 7.08021,4.84893 15.30885,5.6779 23.54306,6.48925 z"
@@ -231,11 +273,12 @@
    id="path917"
    d="m 348.58594,288.1328 a 18.818924,18.818924 0 0 0 -1.88086,0.0371 18.818924,18.818924 0 0 0 -17.49024,19.64454 18.818924,18.818924 0 0 0 9.39844,15.40429 v 8.20117 h -32.23437 -19.05664 v 19.05469 17.54492 a 82.103831,44.961618 0 0 0 -0.62696,0.006 82.103831,44.961618 0 0 0 -76.2832,42.64844 H 170.54883 V 627.99998 H 414.25391 V 410.67381 h -39.93555 l -0.16602,-1.95898 a 82.103831,44.961618 0 0 0 -67.77343,-40.08594 v -18.1543 h 51.28906 v -19.05469 -8.34765 a 18.818924,18.818924 0 0 0 9.16406,-16.12891 l -0.082,-1.74219 A 18.818924,18.818924 0 0 0 348.58594,288.1328 Z"
    style="opacity:1;fill:#eff1ed;fill-opacity:1;stroke:none;stroke-width:11.10015678;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1" /></g><image
+     sodipodi:absref="{image}"
      xlink:href="{image}"
-     y="365.86993"
-     x="38.423843"
-     id="image850"
-     preserveAspectRatio="none"
-     height="262.13007"
+     style="stroke-width:1.21821952"
      width="252.30019"
-     style="stroke-width:1.21821952" /></g></svg>
\ No newline at end of file
+     height="262.13007"
+     preserveAspectRatio="none"
+     id="image850"
+     x="38.423843"
+     y="365.86993" /></g></svg>
\ No newline at end of file
diff --git a/src/pages/elu-es/index.tsx b/src/pages/elu-es/index.tsx
index 07ba9948..8f7cd88e 100644
--- a/src/pages/elu-es/index.tsx
+++ b/src/pages/elu-es/index.tsx
@@ -109,7 +109,7 @@ export const entriesToBaseListingMetadata = (
           ? stats.writtings[stats.writtings.length - 1].date
           : new Date().toISOString(),
         title: `${stats.name}`,
-        description: `Fiche de l'élu·e ${stats.name}`,
+        description: `Fiche de l'élu·e ${stats.name} : présence, tribunes et autres statistiques.`,
         stats,
         ...(presences ? { presences } : {}),
         ...(presencesStats ? { presencesStats } : {}),
diff --git a/src/pages/groupes/index.tsx b/src/pages/groupes/index.tsx
index d57552f5..9b531b09 100644
--- a/src/pages/groupes/index.tsx
+++ b/src/pages/groupes/index.tsx
@@ -106,7 +106,7 @@ export const entriesToBaseListingMetadata = (
         id: stats.id,
         date: stats.writtings[stats.writtings.length - 1].date,
         title: `${stats.name} (${stats.partyAbbr})`,
-        description: `Fiche du groupe ${stats.name} - ${stats.party}.`,
+        description: `Fiche du groupe ${stats.name} - ${stats.party} : présence, tribunes et autres statistiques.`,
         stats,
         illustration: {
           url: `images/groups/${stats.logo}`,