diff --git a/src/Components/AggregatedDataExplorer.tsx b/src/Components/AggregatedDataExplorer.tsx
index ea9732a..07d88fe 100644
--- a/src/Components/AggregatedDataExplorer.tsx
+++ b/src/Components/AggregatedDataExplorer.tsx
@@ -60,6 +60,8 @@ function AggregatedDataExplorer(props: Props) {
     signatureSolution: undefined,
     signatureSolutionForDataList: 'All',
     keepAxisSame: false,
+    xScaleType: 'linear',
+    yScaleType: 'linear',
   };
 
   const [state, dispatch] = useReducer(Reducer, initialState);
@@ -202,18 +204,35 @@ function AggregatedDataExplorer(props: Props) {
       payload: useSameRange,
     });
   };
+
   const updateBarLayout = (verticalBarLayout: boolean) => {
     dispatch({
       type: 'UPDATE_BAR_LAYOUT',
       payload: verticalBarLayout,
     });
   };
+
   const updateKeepAxisSame = (d: boolean) => {
     dispatch({
       type: 'UPDATE_KEEP_AXIS_SAME',
       payload: d,
     });
   };
+
+  const updateXScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_X_SCALE_TYPE',
+      payload: d,
+    });
+  };
+
+  const updateYScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_Y_SCALE_TYPE',
+      payload: d,
+    });
+  };
+
   return (
     <div>
       <div
@@ -287,6 +306,8 @@ function AggregatedDataExplorer(props: Props) {
           updateBarLayout,
           updateSignatureSolutionForDataList,
           updateKeepAxisSame,
+          updateXScaleType,
+          updateYScaleType,
         }}
       >
         <div
diff --git a/src/Components/CountryVisualization.tsx b/src/Components/CountryVisualization.tsx
index 44a3c6c..1328015 100644
--- a/src/Components/CountryVisualization.tsx
+++ b/src/Components/CountryVisualization.tsx
@@ -94,6 +94,8 @@ function CountryVisualization(props: Props) {
     disaggregationGraphType: 'country',
     disaggregationOrder: 'first',
     keepAxisSame: false,
+    xScaleType: 'linear',
+    yScaleType: 'linear',
   };
 
   const [state, dispatch] = useReducer(Reducer, initialState);
@@ -278,6 +280,20 @@ function CountryVisualization(props: Props) {
       payload: d,
     });
   };
+
+  const updateXScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_X_SCALE_TYPE',
+      payload: d,
+    });
+  };
+
+  const updateYScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_Y_SCALE_TYPE',
+      payload: d,
+    });
+  };
   return (
     <Context.Provider
       // eslint-disable-next-line react/jsx-no-constructed-context-values
@@ -307,6 +323,8 @@ function CountryVisualization(props: Props) {
         updateDisaggregationGraphType,
         updateDisaggregationOrder,
         updateKeepAxisSame,
+        updateXScaleType,
+        updateYScaleType,
       }}
     >
       <div className='undp-container'>
diff --git a/src/Context/Context.tsx b/src/Context/Context.tsx
index 88ee047..fe56620 100644
--- a/src/Context/Context.tsx
+++ b/src/Context/Context.tsx
@@ -34,6 +34,8 @@ const Context = createContext<CtxDataType>({
   signatureSolutionForDataList: 'All',
   showReference: false,
   keepAxisSame: false,
+  xScaleType: 'linear',
+  yScaleType: 'linear',
   updateGraphType: (
     _d:
       | 'scatterPlot'
@@ -76,6 +78,8 @@ const Context = createContext<CtxDataType>({
       | 'Resilience',
   ) => {},
   updateKeepAxisSame: (_d: boolean) => {},
+  updateXScaleType: (_d: 'linear' | 'log') => {},
+  updateYScaleType: (_d: 'linear' | 'log') => {},
 });
 
 export default Context;
diff --git a/src/Context/Reducer.tsx b/src/Context/Reducer.tsx
index 9ca1c66..52a99a7 100644
--- a/src/Context/Reducer.tsx
+++ b/src/Context/Reducer.tsx
@@ -48,6 +48,10 @@ export default (state: any, action: any) => {
       return { ...state, disaggregationOrder: action.payload };
     case 'UPDATE_KEEP_AXIS_SAME':
       return { ...state, keepAxisSame: action.payload };
+    case 'UPDATE_X_SCALE_TYPE':
+      return { ...state, xScaleType: action.payload };
+    case 'UPDATE_Y_SCALE_TYPE':
+      return { ...state, yScaleType: action.payload };
     default:
       return { ...state };
   }
diff --git a/src/GrapherComponent/ScatterPlot/Graph.tsx b/src/GrapherComponent/ScatterPlot/Graph.tsx
index adfdc49..8d01822 100644
--- a/src/GrapherComponent/ScatterPlot/Graph.tsx
+++ b/src/GrapherComponent/ScatterPlot/Graph.tsx
@@ -4,7 +4,13 @@ import maxBy from 'lodash.maxby';
 import max from 'lodash.max';
 import orderBy from 'lodash.orderby';
 import { Delaunay } from 'd3-delaunay';
-import { scaleOrdinal, scaleLinear, scaleThreshold, scaleSqrt } from 'd3-scale';
+import {
+  scaleOrdinal,
+  scaleLinear,
+  scaleThreshold,
+  scaleSqrt,
+  scaleLog,
+} from 'd3-scale';
 import minBy from 'lodash.minby';
 import UNDPColorModule from 'undp-viz-colors';
 import flattenDeep from 'lodash.flattendeep';
@@ -49,6 +55,8 @@ export function Graph(props: Props) {
     selectedIncomeGroups,
     selectedCountryGroup,
     keepAxisSame,
+    xScaleType,
+    yScaleType,
   } = useContext(Context) as CtxDataType;
   const [selectedColor, setSelectedColor] = useState<string | undefined>(
     undefined,
@@ -342,17 +350,28 @@ export function Graph(props: Props) {
         : refYVal
       : (minBy(dataFormatted, d => d.yVal)?.yVal as number)
     : 0;
-
-  const xScale = scaleLinear()
-    .domain([xMinValue > 0 ? 0 : xMinValue, xMaxValue])
-    .range([0, graphWidth])
-    .nice();
-  const yScale = scaleLinear()
-    .domain([yMinValue > 0 ? 0 : yMinValue, yMaxValue])
-    .range([graphHeight, 0])
-    .nice();
-  const xTicks = xScale.ticks(5);
-  const yTicks = yScale.ticks(5);
+  const xScaleLogAllowed = !(
+    xScaleType === 'linear' ||
+    fullArray.filter(d => (d.x as number) <= 0).length > 0
+  );
+  const yScaleLogAllowed = !(
+    yScaleType === 'linear' ||
+    fullArray.filter(d => (d.y as number) <= 0).length > 0
+  );
+  const xScale = !xScaleLogAllowed
+    ? scaleLinear()
+        .domain([xMinValue > 0 ? 0 : xMinValue, xMaxValue])
+        .range([0, graphWidth])
+        .nice()
+    : scaleLog().domain([xMinValue, xMaxValue]).range([0, graphWidth]).nice();
+  const yScale = !yScaleLogAllowed
+    ? scaleLinear()
+        .domain([yMinValue > 0 ? 0 : yMinValue, yMaxValue])
+        .range([graphHeight, 0])
+        .nice()
+    : scaleLog().domain([yMinValue, yMaxValue]).range([graphHeight, 0]).nice();
+  const xTicks = !xScaleLogAllowed ? xScale.ticks(5) : xScale.ticks(3);
+  const yTicks = !yScaleLogAllowed ? yScale.ticks(5) : yScale.ticks(3);
   const voronoiDiagram = Delaunay.from(
     dataFormatted,
     d => xScale(d.xVal as number),
@@ -552,6 +571,7 @@ export function Graph(props: Props) {
                   stroke='#AAA'
                   strokeWidth={1}
                   strokeDasharray='4,8'
+                  opacity={yScaleLogAllowed && i === 0 ? 0 : 1}
                 />
                 <text
                   x={0}
@@ -569,21 +589,21 @@ export function Graph(props: Props) {
             <line
               x1={0}
               x2={graphWidth}
-              y1={yScale(0)}
-              y2={yScale(0)}
+              y1={yScaleLogAllowed ? graphHeight : yScale(0)}
+              y2={yScaleLogAllowed ? graphHeight : yScale(0)}
               stroke={UNDPColorModule.graphGray}
               strokeWidth={1}
             />
             <text
               x={0}
-              y={yScale(0)}
+              y={yScaleLogAllowed ? graphHeight : yScale(0)}
               fill={UNDPColorModule.graphGray}
               textAnchor='end'
               fontSize={12}
               dy={4}
               dx={-3}
             >
-              0
+              {yScaleLogAllowed ? '' : 0}
             </text>
             <text
               transform={`translate(-50, ${graphHeight / 2}) rotate(-90)`}
@@ -602,6 +622,7 @@ export function Graph(props: Props) {
                     TRUNCATE_MAX_TEXT_LENGTH,
                   )}...`
                 : yIndicatorMetaData.IndicatorLabel}
+              {yScaleLogAllowed ? ' (Log scale)' : ''}
             </text>
           </g>
           <g>
@@ -615,6 +636,7 @@ export function Graph(props: Props) {
                   stroke='#AAA'
                   strokeWidth={1}
                   strokeDasharray='4,8'
+                  opacity={xScaleLogAllowed && i === 0 ? 0 : 1}
                 />
                 <text
                   x={xScale(d)}
@@ -622,7 +644,7 @@ export function Graph(props: Props) {
                   fill={UNDPColorModule.graphGray}
                   textAnchor='middle'
                   fontSize={12}
-                  dy={12}
+                  dy={15}
                 >
                   {Math.abs(d) < 1 ? d : format('~s')(d).replace('G', 'B')}
                 </text>
@@ -631,20 +653,20 @@ export function Graph(props: Props) {
             <line
               y1={0}
               y2={graphHeight}
-              x1={xScale(0)}
-              x2={xScale(0)}
+              x1={xScaleLogAllowed ? 0 : xScale(0)}
+              x2={xScaleLogAllowed ? 0 : xScale(0)}
               stroke={UNDPColorModule.graphGray}
               strokeWidth={1}
             />
             <text
-              x={xScale(0)}
+              x={xScaleLogAllowed ? 0 : xScale(0)}
               y={graphHeight}
               fill={UNDPColorModule.graphGray}
               textAnchor='middle'
               fontSize={12}
               dy={15}
             >
-              {0}
+              {xScaleLogAllowed ? '' : 0}
             </text>
             <text
               transform={`translate(${graphWidth / 2}, ${graphHeight})`}
@@ -664,6 +686,7 @@ export function Graph(props: Props) {
                     TRUNCATE_MAX_TEXT_LENGTH,
                   )}...`
                 : xIndicatorMetaData.IndicatorLabel}
+              {xScaleLogAllowed ? ' (Log scale)' : ''}
             </text>
           </g>
 
@@ -866,7 +889,11 @@ export function Graph(props: Props) {
                         : UNDPColorModule.graphGray
                     }
                   />
-                  {showLabel ? (
+                  {showLabel &&
+                  (selectedCountries.length === 0 ||
+                    selectedCountries.indexOf(
+                      countryData['Country or Area'],
+                    ) !== -1) ? (
                     <text
                       fontSize={10}
                       fill={
diff --git a/src/GrapherComponent/Settings/ScatterPlotSettings.tsx b/src/GrapherComponent/Settings/ScatterPlotSettings.tsx
index af65c76..94c9634 100644
--- a/src/GrapherComponent/Settings/ScatterPlotSettings.tsx
+++ b/src/GrapherComponent/Settings/ScatterPlotSettings.tsx
@@ -41,6 +41,8 @@ export function ScatterPlotSettings(props: Props) {
     showMostRecentData,
     selectedCountryOrRegion,
     showReference,
+    xScaleType,
+    yScaleType,
     updateColorIndicator,
     updateXAxisIndicator,
     updateYAxisIndicator,
@@ -49,6 +51,8 @@ export function ScatterPlotSettings(props: Props) {
     updateShowMostRecentData,
     updateShowReference,
     updateKeepAxisSame,
+    updateXScaleType,
+    updateYScaleType,
   } = useContext(Context) as CtxDataType;
   const scatterPlotIndicators = indicators.filter(d => !d.IsCategorical);
   const sizeIndicators = indicators.filter(d => d.Sizing);
@@ -252,6 +256,26 @@ export function ScatterPlotSettings(props: Props) {
           >
             Use same axes to compare between years
           </Checkbox>
+          <Checkbox
+            style={{ margin: 0 }}
+            className='undp-checkbox'
+            checked={xScaleType === 'log'}
+            onChange={e => {
+              updateXScaleType(e.target.checked ? 'log' : 'linear');
+            }}
+          >
+            Use log scale for x-axis
+          </Checkbox>
+          <Checkbox
+            style={{ margin: 0 }}
+            className='undp-checkbox'
+            checked={yScaleType === 'log'}
+            onChange={e => {
+              updateYScaleType(e.target.checked ? 'log' : 'linear');
+            }}
+          >
+            Use log scale for y-axis
+          </Checkbox>
         </div>
       </div>
       {!selectedCountryOrRegion && countries.length > 1 ? (
diff --git a/src/RegionVisualization/Visualization.tsx b/src/RegionVisualization/Visualization.tsx
index 224c39a..89cb789 100644
--- a/src/RegionVisualization/Visualization.tsx
+++ b/src/RegionVisualization/Visualization.tsx
@@ -92,6 +92,8 @@ function VisualizationEl(props: Props) {
     disaggregationGraphType: 'global',
     disaggregationOrder: 'first',
     keepAxisSame: false,
+    xScaleType: 'linear',
+    yScaleType: 'linear',
   };
 
   const [state, dispatch] = useReducer(Reducer, initialState);
@@ -277,6 +279,20 @@ function VisualizationEl(props: Props) {
       payload: d,
     });
   };
+
+  const updateXScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_X_SCALE_TYPE',
+      payload: d,
+    });
+  };
+
+  const updateYScaleType = (d: 'linear' | 'log') => {
+    dispatch({
+      type: 'UPDATE_Y_SCALE_TYPE',
+      payload: d,
+    });
+  };
   return (
     <Context.Provider
       // eslint-disable-next-line react/jsx-no-constructed-context-values
@@ -306,6 +322,8 @@ function VisualizationEl(props: Props) {
         updateDisaggregationGraphType,
         updateDisaggregationOrder,
         updateKeepAxisSame,
+        updateXScaleType,
+        updateYScaleType,
       }}
     >
       <div>
diff --git a/src/Types.ts b/src/Types.ts
index 0fa2c2c..8ea4786 100644
--- a/src/Types.ts
+++ b/src/Types.ts
@@ -169,6 +169,8 @@ export interface CtxDataType {
     | 'Poverty and Inequality'
     | 'Resilience';
   keepAxisSame: boolean;
+  xScaleType: 'linear' | 'log';
+  yScaleType: 'linear' | 'log';
   updateGraphType: (
     _d:
       | 'scatterPlot'
@@ -211,6 +213,8 @@ export interface CtxDataType {
       | 'Resilience',
   ) => void;
   updateKeepAxisSame: (_d: boolean) => void;
+  updateXScaleType: (_d: 'linear' | 'log') => void;
+  updateYScaleType: (_d: 'linear' | 'log') => void;
 }
 
 export interface CountryListType {