diff --git a/src/components/Charts/publications/others/retractions/chart-by-publisher.js b/src/components/Charts/publications/others/retractions/chart-by-publisher.js
index 25754555..386d220e 100644
--- a/src/components/Charts/publications/others/retractions/chart-by-publisher.js
+++ b/src/components/Charts/publications/others/retractions/chart-by-publisher.js
@@ -1,4 +1,4 @@
-import { Toggle } from '@dataesr/react-dsfr';
+import { Radio, RadioGroup } from '@dataesr/react-dsfr';
 import Highcharts from 'highcharts';
 import HCExportingData from 'highcharts/modules/export-data';
 import HCExporting from 'highcharts/modules/exporting';
@@ -23,7 +23,7 @@ const Chart = ({ domain, hasComments, hasFooter, id }) => {
   const chartRef = useRef();
   const intl = useIntl();
   const [chartComments, setChartComments] = useState('');
-  const [isPercent, setPercent] = useState(false);
+  const [isPercent, setPercent] = useState(true);
   const { observationSnaps } = useGlobals();
   const { data, isError, isLoading } = useGetData(
     observationSnaps,
@@ -55,11 +55,25 @@ const Chart = ({ domain, hasComments, hasFooter, id }) => {
       isError={isError}
       isLoading={isLoading || !dataGraph}
     >
-      <Toggle
-        checked={isPercent}
-        label={intl.formatMessage({ id: 'app.proportion' })}
+      <RadioGroup
+        className='d-inline-block'
+        isInline
         onChange={() => setPercent(!isPercent)}
-      />
+        value={isPercent}
+      >
+        <Radio
+          label={intl.formatMessage({
+            id: 'app.publi.display-percent-retracted',
+          })}
+          value
+        />
+        <Radio
+          label={intl.formatMessage({
+            id: 'app.publi.display-number-retracted',
+          })}
+          value={false}
+        />
+      </RadioGroup>
       <HighchartsReact
         highcharts={Highcharts}
         id={idWithDomain}
diff --git a/src/components/Charts/publications/others/retractions/get-data-by-publisher.js b/src/components/Charts/publications/others/retractions/get-data-by-publisher.js
index 984f0c63..1ccc0ca4 100644
--- a/src/components/Charts/publications/others/retractions/get-data-by-publisher.js
+++ b/src/components/Charts/publications/others/retractions/get-data-by-publisher.js
@@ -19,19 +19,19 @@ function useGetData(observationSnaps, domain = '', isPercent = false) {
       objectType: ['publications'],
     });
     const numberOfRetracted = (item) => item.by_retraction.buckets.find((i2) => i2.key === 1)?.doc_count ?? 0;
+    const percentageOfRetracted = (item) => (numberOfRetracted(item) / item.doc_count) * 100;
+
     const response = await Axios.post(ES_API_URL, query, HEADERS);
     const buckets = response?.data?.aggregations?.by_publisher?.buckets
-      ?.sort((a, b) => numberOfRetracted(b) - numberOfRetracted(a))
+      ?.sort((a, b) => percentageOfRetracted(b) - percentageOfRetracted(a))
       .slice(0, 20);
     const categories = buckets.map((item) => item.key);
     const dataGraph = {
       data: buckets.map((item, catIndex) => ({
-        y_tot: item.doc_count ?? 0,
+        y_tot: item.doc_count,
         y_abs: numberOfRetracted(item),
-        y_rel: (numberOfRetracted(item) / item.doc_count) * 10000,
-        y: isPercent
-          ? (numberOfRetracted(item) / item.doc_count) * 10000
-          : numberOfRetracted(item),
+        y_rel: percentageOfRetracted(item),
+        y: isPercent ? percentageOfRetracted(item) : numberOfRetracted(item),
         x: catIndex,
         publisher: categories[catIndex],
       })),
diff --git a/src/translations/en.json b/src/translations/en.json
index ab251de9..1786e79b 100644
--- a/src/translations/en.json
+++ b/src/translations/en.json
@@ -871,7 +871,8 @@
   "app.health-publi.data.hosted-documents-pmc": "of the publications in the health field from {publicationYear} are hosted on PubMed Central",
   "app.national-publi.data.documents-by-types-by-oa": "of the journal articles are open access, compared to {oaBooksRate}% of books",
   "app.national-publi.others.collaborations.international-collaborations.title": "Top 10 of the international collaborations with France",
-  "app.national-publi.others.retractions.chart-by-publisher.tooltip": "<b>{point.publisher}</b><br>• Share of retracted publications :<br>{point.y_rel:.1f} ‱ ({point.y_abs} / {point.y_tot})",
+  "app.national-publi.others.retractions.chart-by-publisher.title": "Retracted publications by publisher",
+  "app.national-publi.others.retractions.chart-by-publisher.tooltip": "<b>{point.publisher}</b><br>• Share of retracted publications :<br>{point.y_rel:.1f}% ({point.y_abs}/{point.y_tot})",
   "app.national-publi.others.retractions.chart-by-year.title": "Rate of retracted publications by year of publication",
   "app.national-publi.others.retractions.chart-by-field.title": "Rate of retracted publications by scientific field",
   "app.navigation.objet-recherche": "Research object navigation",
@@ -965,6 +966,8 @@
   "app.publi.display": "Display:",
   "app.publi.display-open-access": "Open access rate (%)",
   "app.publi.display-staff-open-access": "Number of publications",
+  "app.publi.display-percent-retracted": "Percentage of retracted publications",
+  "app.publi.display-number-retracted": "Number of retracted publications",
   "app.publi.type-apc": "Type of publication fee",
   "app.publi.type-auteur-rang-utile": "Affiliation of the first and last authors",
   "app.publi.type-hebergement": "Hosting type",
diff --git a/src/translations/fr.json b/src/translations/fr.json
index c163311a..f1743d17 100644
--- a/src/translations/fr.json
+++ b/src/translations/fr.json
@@ -1032,7 +1032,8 @@
   "app.health-publi.data.hosted-documents-pmc": "des publications en santé de {publicationYear} sont hébergées sur PubMed Central",
   "app.national-publi.data.documents-by-types-by-oa": "des articles de revue sont en accès ouvert, contre {oaBooksRate} % des ouvrages",
   "app.national-publi.others.collaborations.international-collaborations.title": "Top 10 des collaborations internationales avec la France",
-  "app.national-publi.others.retractions.chart-by-publisher.tooltip": "<b>{point.publisher}</b><br>• Part de publications retirées :<br>{point.y_rel:.1f} ‱ ({point.y_abs} / {point.y_tot})",
+  "app.national-publi.others.retractions.chart-by-publisher.title": "Publications retirées par éditeur",
+  "app.national-publi.others.retractions.chart-by-publisher.tooltip": "<b>{point.publisher}</b><br>• Pourcentage de publications retirées :<br>{point.y_rel:.1f}% ({point.y_abs}/{point.y_tot})",
   "app.national-publi.others.retractions.chart-by-year.title": "Taux de publications retirées par année de publication",
   "app.national-publi.others.retractions.chart-by-field.title": "Taux de publications retirées par discipline",
   "app.navigation.objet-recherche": "Navigation par objet de recherche",
@@ -1131,6 +1132,8 @@
   "app.publi.display": "Afficher :",
   "app.publi.display-open-access": "Taux d'accès ouvert (%)",
   "app.publi.display-staff-open-access": "Nombre de publications",
+  "app.publi.display-percent-retracted": "Pourcentage de publications retirées",
+  "app.publi.display-number-retracted": "Nombre de publications retirées",
   "app.publi.type-apc": "Type de frais de publication",
   "app.publi.type-auteur-rang-utile": "Affiliation des premiers et derniers auteurs",
   "app.publi.type-hebergement": "Voie d'ouverture",
diff --git a/src/utils/chartOptions.js b/src/utils/chartOptions.js
index 4729c53b..baec3076 100644
--- a/src/utils/chartOptions.js
+++ b/src/utils/chartOptions.js
@@ -4198,15 +4198,15 @@ export const chartOptions = {
   'publi.others.retractions.chart-by-publisher': {
     getOptions: (id, intl, categories, graph, isPercent, dataTitle) => {
       const options = getGraphOptions({ id, intl, dataTitle });
-      options.chart.type = 'column';
+      options.chart.type = 'bar';
       options.xAxis = {
         title: { text: intl.formatMessage({ id: 'app.publishers' }) },
         categories,
       };
-      options.yAxis = getPertenthousandYAxis(false, null, !isPercent);
+      options.yAxis = getPercentageYAxis(false, null, !isPercent);
       options.yAxis.title.text = intl.formatMessage({
         id: isPercent
-          ? 'app.publi.pertenthousand-publications-retracted'
+          ? 'app.publi.percent-publications-retracted'
           : 'app.publi.nb-publications-retracted',
       });
       options.legend.enabled = false;
@@ -4216,7 +4216,7 @@ export const chartOptions = {
             enabled: true,
             formatter() {
               if (isPercent) {
-                return this.y === 0 ? '' : this.y.toFixed(1).concat(' ‱');
+                return this.y === 0 ? '' : this.y.toFixed(3).concat(' %');
               }
               return this.y === 0 ? '' : this.y.toFixed();
             },