diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CardinalityDistributionChart.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CardinalityDistributionChart.component.tsx
index 6ef72a81e93..11c2e4a9978 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CardinalityDistributionChart.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CardinalityDistributionChart.component.tsx
@@ -13,13 +13,13 @@
 
 import { Box, Card, Divider, Typography, useTheme } from '@mui/material';
 import { isUndefined } from 'lodash';
-import { useMemo } from 'react';
+import { useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import {
   Bar,
   BarChart,
   CartesianGrid,
-  Legend,
+  Cell,
   ResponsiveContainer,
   Tooltip,
   TooltipProps,
@@ -52,6 +52,7 @@ const CardinalityDistributionChart = ({
 }: CardinalityDistributionChartProps) => {
   const theme = useTheme();
   const { t } = useTranslation();
+  const [selectedCategory, setSelectedCategory] = useState<string | null>(null);
 
   const firstDayAllUnique =
     data.firstDayData?.cardinalityDistribution?.allValuesUnique ?? false;
@@ -170,6 +171,52 @@ const CardinalityDistributionChart = ({
     'message.all-values-unique-no-distribution-available'
   );
 
+  const handleCategoryClick = (categoryName: string) => {
+    setSelectedCategory((prev) =>
+      prev === categoryName ? null : categoryName
+    );
+  };
+
+  const CustomYAxisTick = (props: {
+    x?: number;
+    y?: number;
+    payload?: { value: string };
+  }) => {
+    const { x, y, payload } = props;
+    if (!payload) {
+      return null;
+    }
+
+    const categoryName = payload.value;
+    const isSelected = selectedCategory === categoryName;
+    const isHighlighted = selectedCategory && selectedCategory !== categoryName;
+
+    return (
+      <g transform={`translate(${x},${y})`}>
+        <text
+          cursor="pointer"
+          dy={4}
+          fill={
+            isSelected
+              ? theme.palette.primary.main
+              : isHighlighted
+              ? theme.palette.grey[400]
+              : theme.palette.grey[700]
+          }
+          fontSize={12}
+          fontWeight={isSelected ? 600 : 400}
+          opacity={isHighlighted ? 0.5 : 1}
+          textAnchor="end"
+          x={-8}
+          onClick={() => handleCategoryClick(categoryName)}>
+          {categoryName.length > 15
+            ? `${categoryName.slice(0, 15)}...`
+            : categoryName}
+        </text>
+      </g>
+    );
+  };
+
   return (
     <Box
       data-testid="chart-container"
@@ -203,6 +250,8 @@ const CardinalityDistributionChart = ({
               'MMM dd, yyyy'
             );
 
+            const containerHeight = Math.max(350, graphData.length * 30);
+
             return (
               <Box
                 key={key}
@@ -236,16 +285,21 @@ const CardinalityDistributionChart = ({
                         })}: ${cardinalityData.categories?.length || 0}`}
                       </DataPill>
                     </Box>
-                    <Box sx={{ flex: 1, minHeight: 350 }}>
+                    <Box
+                      sx={{
+                        flex: 1,
+                        minHeight: 350,
+                        overflowX: 'hidden',
+                      }}>
                       <ResponsiveContainer
                         debounce={200}
+                        height={containerHeight}
                         id={`${key}-cardinality`}
-                        minHeight={300}>
+                        width="100%">
                         <BarChart
                           className="w-full"
                           data={graphData}
-                          layout="vertical"
-                          margin={{ left: 16 }}>
+                          layout="vertical">
                           <CartesianGrid
                             horizontal={renderHorizontalGridLine}
                             stroke={GRAPH_BACKGROUND_COLOR}
@@ -267,29 +321,49 @@ const CardinalityDistributionChart = ({
                             axisLine={false}
                             dataKey="name"
                             padding={{ top: 16, bottom: 16 }}
-                            tick={{ fontSize: 12 }}
-                            tickFormatter={(value: string) =>
-                              value?.length > 15
-                                ? `${value.slice(0, 15)}...`
-                                : value
-                            }
+                            tick={<CustomYAxisTick />}
                             tickLine={false}
                             type="category"
                             width={120}
                           />
-                          <Legend />
                           <Tooltip
                             content={renderTooltip}
                             cursor={{
+                              fill: theme.palette.grey[100],
                               stroke: theme.palette.grey[200],
                               strokeDasharray: '3 3',
                             }}
                           />
                           <Bar
+                            barSize={22}
                             dataKey="percentage"
-                            fill={CHART_BLUE_1}
-                            radius={[0, 8, 8, 0]}
-                          />
+                            radius={[0, 8, 8, 0]}>
+                            {graphData.map((entry) => {
+                              const isSelected =
+                                selectedCategory === entry.name;
+                              const isHighlighted =
+                                selectedCategory &&
+                                selectedCategory !== entry.name;
+
+                              return (
+                                <Cell
+                                  cursor="pointer"
+                                  fill={
+                                    isSelected
+                                      ? theme.palette.primary.main
+                                      : isHighlighted
+                                      ? theme.palette.grey[300]
+                                      : CHART_BLUE_1
+                                  }
+                                  key={`cell-${entry.name}`}
+                                  opacity={isHighlighted ? 0.3 : 1}
+                                  onClick={() =>
+                                    handleCategoryClick(entry.name)
+                                  }
+                                />
+                              );
+                            })}
+                          </Bar>
                         </BarChart>
                       </ResponsiveContainer>
                     </Box>
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CustomBarChart.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CustomBarChart.tsx
index 03e33d36770..91d8e98edcb 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CustomBarChart.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/CustomBarChart.tsx
@@ -117,6 +117,7 @@ const CustomBarChart = ({
             />
           }
           cursor={{
+            fill: theme.palette.grey[100],
             stroke: theme.palette.grey[200],
             strokeDasharray: '3 3',
           }}
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/DataDistributionHistogram.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/DataDistributionHistogram.component.tsx
index 80e81e499c6..be784c054c5 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/DataDistributionHistogram.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Visualisations/Chart/DataDistributionHistogram.component.tsx
@@ -180,6 +180,7 @@ const DataDistributionHistogram = ({
                       />
                     }
                     cursor={{
+                      fill: theme.palette.grey[100],
                       stroke: theme.palette.grey[200],
                       strokeDasharray: '3 3',
                     }}
diff --git a/openmetadata-ui/src/main/resources/ui/src/test/unit/mocks/recharts.mock.js b/openmetadata-ui/src/main/resources/ui/src/test/unit/mocks/recharts.mock.js
index 26da05e90a6..4d940d3ec7a 100644
--- a/openmetadata-ui/src/main/resources/ui/src/test/unit/mocks/recharts.mock.js
+++ b/openmetadata-ui/src/main/resources/ui/src/test/unit/mocks/recharts.mock.js
@@ -15,11 +15,17 @@ import React from 'react';
 window.React = React;
 
 jest.mock('recharts', () => ({
-  Bar: jest.fn().mockImplementation(() => <div>Bar</div>),
+  Bar: jest.fn().mockImplementation(({ children }) => (
+    <div>
+      <p>Bar</p>
+      {children}
+    </div>
+  )),
   Line: jest.fn().mockImplementation(() => <div>Line</div>),
   Brush: jest.fn().mockImplementation(() => <div>Brush</div>),
   Area: jest.fn().mockImplementation(() => <div>Area</div>),
   Scatter: jest.fn().mockImplementation(() => <div>Scatter</div>),
+  Cell: jest.fn().mockImplementation(() => <div>Cell</div>),
   CartesianGrid: jest.fn().mockImplementation(() => <div>CartesianGrid</div>),
   Legend: jest.fn().mockImplementation(() => <div>Legend</div>),
   Tooltip: jest.fn().mockImplementation(() => <div>Tooltip</div>),