diff --git a/hack/test-flake-chart/compute_flake_rate.go b/hack/test-flake-chart/compute_flake_rate.go
new file mode 100644
index 0000000000..ca62639e7b
--- /dev/null
+++ b/hack/test-flake-chart/compute_flake_rate.go
@@ -0,0 +1,109 @@
+/*
+Copyright 2020 The Kubernetes Authors All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package main
+
+import (
+	"bufio"
+	"flag"
+	"fmt"
+	"io"
+	"os"
+	"runtime/debug"
+	"strings"
+	"time"
+)
+
+var (
+	dataCsv   = flag.String("data-csv", "", "Source data to compute flake rates on")
+	dateRange = flag.Uint("date-range", 5, "Number of test dates to consider when computing flake rate")
+)
+
+func main() {
+	flag.Parse()
+
+	file, err := os.Open(*dataCsv)
+	if err != nil {
+		exit("Unable to read data CSV", err)
+	}
+
+	testEntries := ReadData(file)
+	for _, entry := range testEntries {
+		fmt.Printf("Name: \"%s\", Environment: \"%s\", Date: \"%v\", Status: \"%s\"\n", entry.name, entry.environment, entry.date, entry.status)
+	}
+}
+
+type TestEntry struct {
+	name        string
+	environment string
+	date        time.Time
+	status      string
+}
+
+// Reads CSV `file` and consumes each line to be a single TestEntry.
+func ReadData(file *os.File) []TestEntry {
+	testEntries := []TestEntry{}
+
+	fileReader := bufio.NewReaderSize(file, 256)
+	previousLine := []string{"", "", "", "", "", ""}
+	firstLine := true
+	for {
+		lineBytes, _, err := fileReader.ReadLine()
+		if err != nil {
+			if err == io.EOF {
+				break
+			}
+			exit("Error reading data CSV", err)
+		}
+		line := string(lineBytes)
+		fields := strings.Split(line, ",")
+		if firstLine {
+			if len(fields) != 6 {
+				exit(fmt.Sprintf("Data CSV in incorrect format. Expected 6 columns, but got %d", len(fields)), fmt.Errorf("Bad CSV format"))
+			}
+			firstLine = false
+		}
+		for i, field := range fields {
+			if field == "" {
+				fields[i] = previousLine[i]
+			}
+		}
+		if len(fields) != 6 {
+			fmt.Printf("Found line with wrong number of columns. Expectd 6, but got %d - skipping\n", len(fields))
+			continue
+		}
+		previousLine = fields
+		if fields[4] == "Passed" || fields[4] == "Failed" {
+			date, err := time.Parse("2006-01-02", fields[1])
+			if err != nil {
+				fmt.Printf("Failed to parse date: %v\n", err)
+			}
+			testEntries = append(testEntries, TestEntry{
+				name:        fields[3],
+				environment: fields[2],
+				date:        date,
+				status:      fields[4],
+			})
+		}
+	}
+	return testEntries
+}
+
+// exit will exit and clean up minikube
+func exit(msg string, err error) {
+	fmt.Printf("WithError(%s)=%v called from:\n%s", msg, err, debug.Stack())
+	os.Exit(60)
+}