diff --git a/pkg/controller/realmadmin/show.go b/pkg/controller/realmadmin/show.go
index fc0d40727..4e8a8ee6c 100644
--- a/pkg/controller/realmadmin/show.go
+++ b/pkg/controller/realmadmin/show.go
@@ -16,6 +16,8 @@ package realmadmin
 
 import (
 	"context"
+	"encoding/csv"
+	"fmt"
 	"net/http"
 	"strconv"
 	"time"
@@ -66,7 +68,45 @@ func (c *Controller) HandleShow() http.Handler {
 			return
 		}
 
-		c.renderShow(ctx, w, realm, stats, userStats)
+		// If the user's requested CSV, return it as such.
+		if _, wantCSV := r.URL.Query()["csv"]; wantCSV {
+			wr := csv.NewWriter(w)
+
+			// Check if we want the realm stats or the per-user stats. We
+			// default to realm stats.
+			if _, wantUserStats := r.URL.Query()["user"]; wantUserStats {
+				if err := wr.Write(database.RealmUserStatsCSVHeader); err != nil {
+					controller.InternalError(w, r, c.h, err)
+					return
+				}
+
+				for _, u := range userStats {
+					if err := wr.Write(u.CSV()); err != nil {
+						controller.InternalError(w, r, c.h, err)
+						return
+					}
+				}
+			} else {
+				if err := wr.Write(database.RealmStatsCSVHeader); err != nil {
+					controller.InternalError(w, r, c.h, err)
+					return
+				}
+
+				for _, s := range stats {
+					fmt.Println(s.CSV())
+					if err := wr.Write(s.CSV()); err != nil {
+						controller.InternalError(w, r, c.h, err)
+						return
+					}
+				}
+			}
+
+			w.Header().Set("Content-Type", "text/csv")
+			w.Header().Set("Content-Disposition", "attachment;filename=stats.csv")
+			wr.Flush()
+		} else {
+			c.renderShow(ctx, w, realm, stats, userStats)
+		}
 	})
 }
 
diff --git a/pkg/database/realm.go b/pkg/database/realm.go
index daca35307..100fa4ed9 100644
--- a/pkg/database/realm.go
+++ b/pkg/database/realm.go
@@ -1316,6 +1316,19 @@ type RealmUserStats struct {
 	Date        time.Time `json:"date"`
 }
 
+// RealmUserStatsCSVHeader is a header for CSV stats
+var RealmUserStatsCSVHeader = []string{"User ID", "Name", "Codes Issued", "Date"}
+
+// CSV returns a slice of the data from a RealmUserStats for CSV writing.
+func (s *RealmUserStats) CSV() []string {
+	ret := make([]string, 4)
+	ret[0] = fmt.Sprintf("%d", s.UserID)
+	ret[1] = s.Name
+	ret[2] = fmt.Sprintf("%d", s.CodesIssued)
+	ret[3] = s.Date.Format("2006-01-02")
+	return ret
+}
+
 // CodesPerUser returns a set of UserStats for a given date range.
 func (r *Realm) CodesPerUser(db *Database, start, stop time.Time) ([]*RealmUserStats, error) {
 	start = timeutils.UTCMidnight(start)
diff --git a/pkg/database/realm_stats.go b/pkg/database/realm_stats.go
index cbd704ac7..145e658cf 100644
--- a/pkg/database/realm_stats.go
+++ b/pkg/database/realm_stats.go
@@ -15,6 +15,7 @@
 package database
 
 import (
+	"fmt"
 	"time"
 )
 
@@ -26,6 +27,19 @@ type RealmStats struct {
 	CodesClaimed uint      `gorm:"codes_claimed; default: 0"`
 }
 
+// RealmStatsCSVHeader is a header for CSV files for RealmStats.
+var RealmStatsCSVHeader = []string{"Date", "Realm ID", "Codes Issued", "Codes Claimed"}
+
+// CSV returns the CSV encoded values for a RealmStats.
+func (r *RealmStats) CSV() []string {
+	ret := make([]string, 4)
+	ret[0] = r.Date.Format("2006-01-02")
+	ret[1] = fmt.Sprintf("%d", r.RealmID)
+	ret[2] = fmt.Sprintf("%d", r.CodesIssued)
+	ret[3] = fmt.Sprintf("%d", r.CodesClaimed)
+	return ret
+}
+
 // TableName sets the RealmStats table name
 func (RealmStats) TableName() string {
 	return "realm_stats"