diff --git a/src/components/filters/sorting.js b/src/components/filters/sorting.js
new file mode 100644
index 0000000..11ceaff
--- /dev/null
+++ b/src/components/filters/sorting.js
@@ -0,0 +1,123 @@
+import { create_coverage_map } from './filter_utils'
+
+export function sort_by_coverage_X(current_state, all_data) {
+    const edges = current_state.edges;
+
+    let x = current_state.x;
+    let y = current_state.y;
+
+    console.log(x, y);
+    let x_map = create_coverage_map(edges, (e) => e.method_id, (e) => e.test_id)
+
+    function sort_array(list, map){
+        return list.sort((e1, e2) => {
+            const id1 = e1.get_id();
+            const id2 = e2.get_id();
+
+            const size1 = map.has(id1) ? map.get(id1).size : 0;
+            const size2 = map.has(id2) ? map.get(id2).size : 0;
+
+            return size1 < size2
+        })
+    }
+
+    return {
+        "edges": edges,
+        "x": sort_array(x, x_map),
+        "y": y,
+    }
+}
+
+export function sort_by_coverage_Y(current_state, all_data) {
+    const edges = current_state.edges;
+
+    let x = current_state.x;
+    let y = current_state.y;
+
+    let y_map = create_coverage_map(edges, (e) => e.test_id, (e) => e.method_id)
+
+    function sort_array(list, map) {
+        return list.sort((e1, e2) => {
+            const id1 = e1.get_id();
+            const id2 = e2.get_id();
+
+            const size1 = map.has(id1) ? map.get(id1).size : 0;
+            const size2 = map.has(id2) ? map.get(id2).size : 0;
+
+            return size1 < size2
+        })
+    }
+
+    return {
+        "edges": edges,
+        "x": x,
+        "y": sort_array(y, y_map),
+    }
+}
+
+export function sort_by_suspciousness(current_state, all_data) {
+
+    const edges = current_state.edges;
+
+    let x = current_state.x;
+    let y = current_state.y;
+
+    let x_map = create_coverage_map(edges, (e) => e.method_id, (e) => e.test_id)
+
+    let test_result_map = new Map()
+
+    edges.forEach(edge => {
+        const id = edge.test_id;
+        const result = edge.test_result === "P";
+
+        test_result_map.set(id, result)
+    });
+
+    let total_tests_failed = 0;
+    let total_tests_passed = 0;
+
+    test_result_map.forEach((value, key) => {
+        if (value) {
+            total_tests_passed += 1;
+        } else {
+            total_tests_failed += 1;
+        }
+    });
+
+    function suspiciousness(method) {
+        let passed = 0;
+        let failed = 0;
+
+        if (!x_map.has(method.get_id())) {
+            return -1;
+        }
+
+        let tests = x_map.get(method.get_id())
+
+        tests.forEach((test_id) => {
+            if (test_result_map.has(test_id) && test_result_map.get(test_id)) {
+                passed += 1;
+            } else {
+                failed += 1;
+            }
+        });
+
+        return (failed / total_tests_failed) / ((passed/total_tests_passed) + (failed/total_tests_failed))
+    }
+
+    function sort_array(list, map) {
+        return list.sort((e1, e2) => {
+            return suspiciousness(e1) < suspiciousness(e2);
+        })
+    }
+
+    if (total_tests_failed !== 0 || total_tests_passed !== 0) {
+        x = sort_array(x, x_map);
+    }
+
+    return {
+        "edges": edges,
+        "x": x,
+        "y": y,
+    }
+}
\ No newline at end of file
diff --git a/src/components/routes/TestMatrixView.js b/src/components/routes/TestMatrixView.js
index 21b3dd2..4c69b52 100644
--- a/src/components/routes/TestMatrixView.js
+++ b/src/components/routes/TestMatrixView.js
@@ -24,6 +24,7 @@ import './TestMatrixView.scss';
 import { filter_by_num_method_covered, filter_by_test_passed, filter_by_coexecuted_tests, filter_by_test_type, TEST_TYPES, TEST_RESULT} from '../filters/test_filters';
 import { filter_method_by_number_of_times_tested, filter_by_coexecuted_methods } from '../filters/method_filters';
 import { process_data, FunctionMap } from '../filters/data_processor';
+import { sort_by_coverage_X, sort_by_coverage_Y, sort_by_suspciousness} from '../filters/sorting';
 
 class TestMatrixView extends Component {
     constructor(props) {
@@ -208,6 +209,69 @@ class TestMatrixView extends Component {
                             <Menu title="Commit" onChange={this.onCommitChange} entries={this.state.commits} />
                         </AccordionDetails>
                     </Accordion>
+                    <Accordion>
+                        <AccordionSummary
+                            expandIcon={<ExpandMoreIcon />}
+                            aria-controls="panel1a-content"
+                            id="data-set-selector"
+                        >
+                            <span>Sorting</span>
+                        </AccordionSummary>
+                        <AccordionDetails className="accordion-block">
+                            <Menu
+                                title="Sort X-Axis"
+                                onChange={(e) => {
+                                    let new_filter_map = new FunctionMap(current_filter_map);
+                                    let func = (data) => data
+                                    switch(e.target.value) {
+                                        case "Coverage":
+                                            func = sort_by_coverage_X;
+                                            break
+                                        case "Cluster":
+                                            break;
+                                        case "Suspiciousness":
+                                            func = sort_by_suspciousness;
+                                            break;
+                                        default:
+                                            break;
+                                    }
+                                    new_filter_map.add_function("sorting-x", func);
+
+                                    this.setState({
+                                        history: this.state.history.concat(new_filter_map)
+                                    })
+                                }}
+                                entries={[
+                                { key: 0, value: "Name" },
+                                { key: 1, value: "Coverage" },
+                                { key: 2, value: "Suspiciousness"}
+                            ]} />
+                            <Menu
+                                title="Sort Y-Axis"
+                                onChange={(e) => {
+                                    let new_filter_map = new FunctionMap(current_filter_map);
+                                    let func = (data) => data
+                                    switch (e.target.value) {
+                                        case "Coverage":
+                                            func = sort_by_coverage_Y;
+                                            break
+                                        case "Cluster":
+                                            break;
+                                        default:
+                                            break;
+                                    }
+                                    new_filter_map.add_function("sorting-y", func);
+
+                                    this.setState({
+                                        history: this.state.history.concat(new_filter_map)
+                                    })
+                                }}
+                                entries={[
+                                    { key: 0, value: "Name" },
+                                    { key: 1, value: "Coverage" }
+                                ]} />
+                        </AccordionDetails>
+                    </Accordion>
                     <Accordion>
                         <AccordionSummary
                             expandIcon={<ExpandMoreIcon />}