diff --git a/eng/Versions.props b/eng/Versions.props
index d13d42aadc..9e0c97298c 100644
--- a/eng/Versions.props
+++ b/eng/Versions.props
@@ -35,8 +35,8 @@
     <LightGBMVersion>2.3.1</LightGBMVersion>
     <MicrosoftCodeAnalysisAnalyzersVersion>3.3.0</MicrosoftCodeAnalysisAnalyzersVersion>
     <MicrosoftCodeAnalysisCSharpVersion>3.9.0</MicrosoftCodeAnalysisCSharpVersion>
-    <MicrosoftDotNetInteractiveFormattingVersion>1.0.0-beta.22504.6</MicrosoftDotNetInteractiveFormattingVersion>
-    <MicrosoftDotNetInteractiveVersion>1.0.0-beta.22504.6</MicrosoftDotNetInteractiveVersion>
+    <MicrosoftDotNetInteractiveFormattingVersion>1.0.0-beta.23461.4</MicrosoftDotNetInteractiveFormattingVersion>
+    <MicrosoftDotNetInteractiveVersion>1.0.0-beta.23461.4</MicrosoftDotNetInteractiveVersion>
     <MicrosoftMLOnnxRuntimeVersion>1.14.0</MicrosoftMLOnnxRuntimeVersion>
     <MlNetMklDepsVersion>0.0.0.12</MlNetMklDepsVersion>
     <!--  
diff --git a/src/Microsoft.Data.Analysis.Interactive/TabularDataResourceExtensions.cs b/src/Microsoft.Data.Analysis.Interactive/TabularDataResourceExtensions.cs
index 3878ebbee4..ade4a0838b 100644
--- a/src/Microsoft.Data.Analysis.Interactive/TabularDataResourceExtensions.cs
+++ b/src/Microsoft.Data.Analysis.Interactive/TabularDataResourceExtensions.cs
@@ -3,6 +3,7 @@
 // See the LICENSE file in the project root for more information.
 
 using System;
+using System.Collections.Generic;
 using System.Linq;
 using Microsoft.Data.Analysis;
 
@@ -22,19 +23,32 @@ public static DataFrame ToDataFrame(this TabularDataResource tabularDataResource
 
             foreach (var fieldDescriptor in tabularDataResource.Schema.Fields)
             {
+                var fieldName = fieldDescriptor.Name;
+                var column = tabularDataResource.Data.Select(row =>
+                {
+                    if (row is IDictionary<string, object> dictionary)
+                    {
+                        return dictionary[fieldName];
+                    }
+                    else
+                    {
+                        return row.FirstOrDefault(kvp => kvp.Key == fieldName).Value;
+                    }
+                });
+
                 switch (fieldDescriptor.Type)
                 {
                     case TableSchemaFieldType.Number:
-                        dataFrame.Columns.Add(new DoubleDataFrameColumn(fieldDescriptor.Name, tabularDataResource.Data.Select(d => Convert.ToDouble(d[fieldDescriptor.Name]))));
+                        dataFrame.Columns.Add(new DoubleDataFrameColumn(fieldDescriptor.Name, column.Select(Convert.ToDouble)));
                         break;
                     case TableSchemaFieldType.Integer:
-                        dataFrame.Columns.Add(new Int64DataFrameColumn(fieldDescriptor.Name, tabularDataResource.Data.Select(d => Convert.ToInt64(d[fieldDescriptor.Name]))));
+                        dataFrame.Columns.Add(new Int64DataFrameColumn(fieldDescriptor.Name, column.Select(Convert.ToInt64)));
                         break;
                     case TableSchemaFieldType.Boolean:
-                        dataFrame.Columns.Add(new BooleanDataFrameColumn(fieldDescriptor.Name, tabularDataResource.Data.Select(d => Convert.ToBoolean(d[fieldDescriptor.Name]))));
+                        dataFrame.Columns.Add(new BooleanDataFrameColumn(fieldDescriptor.Name, column.Select(Convert.ToBoolean)));
                         break;
                     case TableSchemaFieldType.String:
-                        dataFrame.Columns.Add(new StringDataFrameColumn(fieldDescriptor.Name, tabularDataResource.Data.Select(d => Convert.ToString(d[fieldDescriptor.Name]))));
+                        dataFrame.Columns.Add(new StringDataFrameColumn(fieldDescriptor.Name, column.Select(Convert.ToString)));
                         break;
                     default:
                         throw new ArgumentOutOfRangeException();
diff --git a/test/Microsoft.Data.Analysis.Interactive.Tests/Microsoft.Data.Analysis.Interactive.Tests.csproj b/test/Microsoft.Data.Analysis.Interactive.Tests/Microsoft.Data.Analysis.Interactive.Tests.csproj
index c6a57b52ab..bf2bf806e4 100644
--- a/test/Microsoft.Data.Analysis.Interactive.Tests/Microsoft.Data.Analysis.Interactive.Tests.csproj
+++ b/test/Microsoft.Data.Analysis.Interactive.Tests/Microsoft.Data.Analysis.Interactive.Tests.csproj
@@ -6,8 +6,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\src\Microsoft.Data.Analysis.Interactive\Microsoft.Data.Analysis.Interactive.csproj" />
-
-    <PackageReference Include=" System.Text.Encodings.Web" Version="$(SystemTextEncodingsWebVersion)" />
   </ItemGroup>
 
   <!-- register for test discovery in Visual Studio -->