diff --git a/easyexcel-core/src/main/java/com/alibaba/excel/analysis/v03/handlers/FormulaRecordHandler.java b/easyexcel-core/src/main/java/com/alibaba/excel/analysis/v03/handlers/FormulaRecordHandler.java
index f5d7ff0a..09188cb2 100644
--- a/easyexcel-core/src/main/java/com/alibaba/excel/analysis/v03/handlers/FormulaRecordHandler.java
+++ b/easyexcel-core/src/main/java/com/alibaba/excel/analysis/v03/handlers/FormulaRecordHandler.java
@@ -64,6 +64,7 @@ public class FormulaRecordHandler extends AbstractXlsRecordHandler implements Ig
                 dataFormatData.setFormat(BuiltinFormats.getBuiltinFormat(dataFormatData.getIndex(),
                     xlsReadContext.xlsReadWorkbookHolder().getFormatTrackingHSSFListener().getFormatString(frec),
                     xlsReadContext.readSheetHolder().getGlobalConfiguration().getLocale()));
+                tempCellData.setDataFormatData(dataFormatData);
                 cellMap.put((int)frec.getColumn(), tempCellData);
                 break;
             case ERROR:
diff --git a/update.md b/update.md
index 5d576965..db937596 100644
--- a/update.md
+++ b/update.md
@@ -5,6 +5,7 @@
 * 修复CSV不关闭流的bug [Issue #2309](https://github.com/alibaba/easyexcel/issues/2309)
 * 修复`filed`拼接错误 [Issue #2390](https://github.com/alibaba/easyexcel/issues/2390)
 * 修复`BigIntegerStringConverter`无效的bug [Issue #2325](https://github.com/alibaba/easyexcel/issues/2325)
+* 修复03版本无法读取到公式格式的bug [Issue #2444](https://github.com/alibaba/easyexcel/issues/2444)
 
 
 # 3.0.5