diff --git a/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/lists/sections/insights/usecases/ViewsAndVisitorsMapper.kt b/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/lists/sections/insights/usecases/ViewsAndVisitorsMapper.kt
index ec2442b5e905..04ab8cda6ce0 100644
--- a/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/lists/sections/insights/usecases/ViewsAndVisitorsMapper.kt
+++ b/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/lists/sections/insights/usecases/ViewsAndVisitorsMapper.kt
@@ -123,8 +123,9 @@ class ViewsAndVisitorsMapper
                 Visitors -> it.visitors
                 else -> 0L
             }
+            val date = statsDateFormatter.parseStatsDate(statsGranularity, it.period)
             Line(
-                    statsDateFormatter.printGranularDate(it.period, statsGranularity),
+                    statsDateFormatter.printDayWithoutYear(date),
                     it.period,
                     value.toInt()
             )
diff --git a/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/utils/LineChartLabelFormatter.kt b/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/utils/LineChartLabelFormatter.kt
index c59476298925..59d531c21c81 100644
--- a/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/utils/LineChartLabelFormatter.kt
+++ b/WordPress/src/main/java/org/wordpress/android/ui/stats/refresh/utils/LineChartLabelFormatter.kt
@@ -3,10 +3,6 @@ package org.wordpress.android.ui.stats.refresh.utils
 import com.github.mikephil.charting.components.AxisBase
 import com.github.mikephil.charting.formatter.ValueFormatter
 import org.wordpress.android.ui.stats.refresh.lists.sections.BlockListItem.LineChartItem.Line
-import java.text.ParseException
-import java.text.SimpleDateFormat
-import java.util.Date
-import java.util.Locale
 import javax.inject.Inject
 
 class LineChartLabelFormatter @Inject constructor(
@@ -15,27 +11,9 @@ class LineChartLabelFormatter @Inject constructor(
     override fun getAxisLabel(value: Float, axis: AxisBase?): String {
         val index = value.toInt()
         return if (index < entries.size) {
-            formatLabelDate(parseLabelDate(entries[index].label))
+            entries[index].label
         } else {
             ""
         }
     }
-
-    // 12 Apr 2022
-    private fun parseLabelDate(label: String): Date? {
-        var labelDate: Date? = null
-        val labelParser = SimpleDateFormat("dd MMM yyyy", Locale.getDefault())
-        try {
-            labelDate = labelParser.parse(label)
-        } catch (e: ParseException) {
-            e.printStackTrace()
-        }
-        return labelDate
-    }
-
-    // Apr 12
-    private fun formatLabelDate(date: Date?): String {
-        val labelFormatter = SimpleDateFormat("MMM d", Locale.getDefault())
-        return date?.let { labelFormatter.format(it) }.toString()
-    }
 }