diff --git a/spec/internals/data-spec.js b/spec/internals/data-spec.js
index 88d7b25ac..98969d13a 100644
--- a/spec/internals/data-spec.js
+++ b/spec/internals/data-spec.js
@@ -1505,6 +1505,19 @@ describe("DATA", () => {
 			});
 		});
 
+		it("check when hiding data", done => {
+			// when
+			chart.hide("data1");
+
+			setTimeout(() => {
+				chart.$.main.selectAll(`.${CLASS.target}-data2 path`).each(function() {
+					expect(this.getBBox().height).to.be.equal(chartHeight);
+				});
+
+				done();
+			}, 300);
+		});
+
 		it("set options data.type='area'", () => {
 			args.data.type = "area";
 			args.data.columns = [
diff --git a/spec/shape/shape.arc-spec.js b/spec/shape/shape.arc-spec.js
index 7745d96e7..056f609db 100644
--- a/spec/shape/shape.arc-spec.js
+++ b/spec/shape/shape.arc-spec.js
@@ -63,6 +63,19 @@ describe("SHAPE ARC", () => {
 				.to.match(/M1\..+,211\..+A211\..+,211\..+,0,0,1,-124\..+,-171\..+L0,0Z/);
 		});
 
+		it("check when hiding data", () => {
+			const arc = chart.$.arc;
+			let total = 0;
+
+			// when
+			chart.hide("data1");
+
+			chart.data.shown().map(v => v.id)
+				.forEach(id => total += parseFloat(arc.select(`.${CLASS.target}-${id} text`).text()));
+
+			expect(total).to.be.equal(100);
+		});
+
 		it("should have correct d even if data id can be converted to a color", done => {
 			const chart = util.generate({
 				data: {
diff --git a/src/api/api.data.js b/src/api/api.data.js
index 1c5360eee..6ef42076a 100644
--- a/src/api/api.data.js
+++ b/src/api/api.data.js
@@ -65,7 +65,7 @@ extend(data, {
 	 * chart.data.values("data1");
 	 * // --> [10, 20, 30, 40]
 	 */
-	values: function(targetId) {
+	values: function(targetId, flat = true) {
 		let values = null;
 
 		if (targetId) {
@@ -75,7 +75,9 @@ extend(data, {
 				values = [];
 
 				targets.forEach(v => {
-					values = values.concat(v.values.map(d => d.value));
+					const dataValue = v.values.map(d => d.value);
+
+					flat ? (values = values.concat(dataValue)) : values.push(dataValue);
 				});
 			}
 		}
diff --git a/src/data/data.js b/src/data/data.js
index 39cd56caf..595e56c82 100644
--- a/src/data/data.js
+++ b/src/data/data.js
@@ -765,37 +765,51 @@ extend(ChartInternal.prototype, {
 	getRatio(type, d, asPercent) {
 		const $$ = this;
 		const config = $$.config;
-		let ratio = d && (d.ratio || d.value);
+		const api = $$.api;
+		let ratio = 0;
 
-		if (type === "arc") {
-			// if has padAngle set, calculate rate based on value
-			if ($$.pie.padAngle()()) {
-				let total = $$.getTotalDataSum();
+		if (d && api.data.shown.call(api).length) {
+			const dataValues = api.data.values.bind(api);
 
-				if ($$.hiddenTargetIds.length) {
-					total -= d3Sum($$.api.data.values.call($$.api, $$.hiddenTargetIds));
+			ratio = d.ratio || d.value;
+
+			if (type === "arc") {
+				// if has padAngle set, calculate rate based on value
+				if ($$.pie.padAngle()()) {
+					let total = $$.getTotalDataSum();
+
+					if ($$.hiddenTargetIds.length) {
+						total -= d3Sum(dataValues($$.hiddenTargetIds));
+					}
+
+					ratio = d.value / total;
+
+					// otherwise, based on the rendered angle value
+				} else {
+					ratio = (d.endAngle - d.startAngle) / (
+						Math.PI * ($$.hasType("gauge") && !config.gauge_fullCircle ? 1 : 2)
+					);
 				}
+			} else if (type === "index") {
+				let total = this.getTotalPerIndex();
 
-				ratio = d.value / total;
+				if ($$.hiddenTargetIds.length) {
+					const hiddenSum = dataValues($$.hiddenTargetIds, false)
+						.reduce((acc, curr) => acc.map((v, i) => v + curr[i]));
 
-			// otherwise, based on the rendered angle value
-			} else {
-				ratio = (d.endAngle - d.startAngle) / (
-					Math.PI * ($$.hasType("gauge") && !config.gauge_fullCircle ? 1 : 2)
-				);
-			}
-		} else if (type === "index" && !d.ratio) {
-			const totalPerIndex = this.getTotalPerIndex();
+					total = total.map((v, i) => v - hiddenSum[i]);
+				}
 
-			if (totalPerIndex && d.value) {
-				d.ratio = d.value / totalPerIndex[d.index];
-			}
+				if (total && d.value) {
+					d.ratio = d.value / total[d.index];
+				}
 
-			ratio = d.ratio;
-		} else if (type === "radar") {
-			ratio = (parseFloat(Math.max(d.value, 0)) / $$.maxValue) * config.radar_size_ratio;
+				ratio = d.ratio;
+			} else if (type === "radar") {
+				ratio = (parseFloat(Math.max(d.value, 0)) / $$.maxValue) * config.radar_size_ratio;
+			}
 		}
 
-		return asPercent ? ratio * 100 : ratio;
+		return asPercent && ratio ? ratio * 100 : ratio;
 	}
 });