diff --git a/internal/scorer/scorer.go b/internal/scorer/scorer.go
index 0eaf4564..0f5952a1 100644
--- a/internal/scorer/scorer.go
+++ b/internal/scorer/scorer.go
@@ -18,21 +18,26 @@ import (
 	"fmt"
 	"io"
 	"path"
-	"regexp"
 	"strconv"
 	"strings"
+	"unicode"
 
 	"github.com/ossf/criticality_score/internal/collector/signal"
 	"github.com/ossf/criticality_score/internal/scorer/algorithm"
 	_ "github.com/ossf/criticality_score/internal/scorer/algorithm/wam"
 )
 
+var ErrEmptyName = fmt.Errorf("name must be non-empty")
+
 type Scorer struct {
 	a    algorithm.Algorithm
 	name string
 }
 
 func FromConfig(name string, r io.Reader) (*Scorer, error) {
+	if name == "" {
+		return nil, ErrEmptyName
+	}
 	cfg, err := LoadConfig(r)
 	if err != nil {
 		return nil, fmt.Errorf("load config: %w", err)
@@ -50,8 +55,9 @@ func FromConfig(name string, r io.Reader) (*Scorer, error) {
 func (s *Scorer) Score(signals []signal.Set) float64 {
 	record := make(map[string]float64)
 	for _, s := range signals {
-		// Get all of the signal data from the set and floatify it.
+		// Get all the signal data from the set change it to a float.
 		for k, v := range signal.SetAsMap(s, true) {
+			fmt.Println(k, v)
 			switch r := v.(type) {
 			case float64:
 				record[k] = r
@@ -102,11 +108,20 @@ func (s *Scorer) Name() string {
 func NameFromFilepath(filepath string) string {
 	// Get the name of the file used, without the path
 	f := path.Base(filepath)
+
+	modifier := func(r rune) rune {
+		// Change any non-alphanumeric character into an underscore
+		if !unicode.IsDigit(r) && !unicode.IsLetter(r) {
+			return '_'
+		}
+		// Convert any characters to lowercase
+		return unicode.ToLower(r)
+	}
+
+	// Strip the extension
 	ext := path.Ext(f)
-	// Strip the extension and convert to lowercase
-	f = strings.ToLower(strings.TrimSuffix(f, ext))
-	// Change any non-alphanumeric character into an underscore
-	f = regexp.MustCompile("[^a-z0-9_]").ReplaceAllString(f, "_")
+	f = strings.TrimSuffix(f, ext)
+
 	// Append "_score" to the end
-	return f + "_score"
+	return strings.Map(modifier, f) + "_score"
 }
diff --git a/internal/scorer/scorer_test.go b/internal/scorer/scorer_test.go
new file mode 100644
index 00000000..cb4dffdc
--- /dev/null
+++ b/internal/scorer/scorer_test.go
@@ -0,0 +1,181 @@
+// Copyright 2022 Criticality Score Authors
+//
+// 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
+//
+//     https://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 scorer
+
+import (
+	"testing"
+
+	"github.com/ossf/criticality_score/internal/collector/signal"
+	"github.com/ossf/criticality_score/internal/scorer/algorithm"
+)
+
+type testAlgo struct {
+	UpdatedCount signal.Field[int] `signal:"legacy"`
+}
+
+func (t testAlgo) Score(record map[string]float64) float64 {
+	sum := 0.0
+	for _, v := range record {
+		sum += v
+	}
+	return sum
+}
+
+func (t testAlgo) Namespace() signal.Namespace {
+	return ""
+}
+
+func TestScorer_ScoreRaw(t *testing.T) {
+	tests := []struct { //nolint:govet
+		name string
+		s    *Scorer
+		raw  map[string]string
+		want float64
+	}{
+		{
+			name: "average test",
+			s: &Scorer{
+				name: "Valid",
+				a:    testAlgo{},
+			},
+			raw: map[string]string{
+				"one": "1",
+				"two": "2",
+			},
+			want: 3,
+		},
+		{
+			name: "invalid",
+			s: &Scorer{
+				name: "invalid",
+				a:    testAlgo{},
+			},
+			raw: map[string]string{
+				"invalid number": "abcd",
+			},
+			want: 0,
+		},
+		{
+			name: "empty",
+
+			s: &Scorer{
+				name: "Valid",
+				a:    testAlgo{},
+			},
+			raw:  map[string]string{},
+			want: 0,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := tt.s.ScoreRaw(tt.raw); got != tt.want {
+				t.Errorf("ScoreRaw() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestNameFromFilepath(t *testing.T) {
+	tests := []struct {
+		name     string
+		filepath string
+		want     string
+	}{
+		{
+			name:     "empty",
+			filepath: "",
+			want:     "_score",
+		},
+		{
+			name:     "without extension",
+			filepath: "test",
+			want:     "test_score",
+		},
+		{
+			name:     "with extension",
+			filepath: "test.json",
+			want:     "test_score",
+		},
+		{
+			name:     "with path",
+			filepath: "path/to/test.json",
+			want:     "test_score",
+		},
+		{
+			name:     "invalid characters",
+			filepath: "configuración-+=_básica.yaml",
+			want:     "configuración____básica_score",
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got := NameFromFilepath(test.filepath); got != test.want {
+				t.Errorf("NameFromFilepath() = %v, want %v", got, test.want)
+			}
+		})
+	}
+}
+
+func TestScorer_Name(t *testing.T) {
+	test := struct {
+		name string
+		s    *Scorer
+		want string
+	}{
+		name: "default",
+		s: &Scorer{
+			name: "Valid",
+			a:    testAlgo{},
+		},
+		want: "Valid",
+	}
+
+	if got := test.s.Name(); got != test.want {
+		t.Errorf("Name() = %v, want %v", got, test.want)
+	}
+}
+
+func TestScorer_Score(t *testing.T) {
+	type fields struct {
+		a    algorithm.Algorithm
+		name string
+	}
+	test := struct {
+		name    string
+		fields  fields
+		signals []signal.Set
+		want    float64
+	}{
+		name: "average test",
+		fields: fields{
+			a:    testAlgo{},
+			name: "Valid",
+		},
+		signals: []signal.Set{
+			&testAlgo{
+				UpdatedCount: signal.Val(1),
+			},
+		},
+		want: 1,
+	}
+
+	s := &Scorer{
+		a:    test.fields.a,
+		name: test.fields.name,
+	}
+	if got := s.Score(test.signals); got != test.want {
+		t.Errorf("Score() = %v, want %v", got, test.want)
+	}
+}