diff --git a/src/lib/series/domains/x_domain.test.ts b/src/lib/series/domains/x_domain.test.ts
index 195162aa84..647a009d46 100644
--- a/src/lib/series/domains/x_domain.test.ts
+++ b/src/lib/series/domains/x_domain.test.ts
@@ -642,4 +642,41 @@ describe('X Domain', () => {
     const errorMessage = 'xDomain for ordinal scale should be an array of values, not a DomainRange object';
     expect(attemptToMerge).toThrowError(errorMessage);
   });
+
+  describe('should account for custom minInterval', () => {
+    const xValues = new Set([1, 2, 3, 4, 5]);
+    const specs: Pick<BasicSeriesSpec, 'seriesType' | 'xScaleType'>[] = [
+      { seriesType: 'bar', xScaleType: ScaleType.Linear },
+    ];
+
+    test('with valid minInterval', () => {
+      const xDomain = { minInterval: 0.5 };
+      const mergedDomain = mergeXDomain(specs, xValues, xDomain);
+      expect(mergedDomain.minInterval).toEqual(0.5);
+    });
+
+    test('with valid minInterval greater than computed minInterval for single datum set', () => {
+      const xDomain = { minInterval: 10 };
+      const mergedDomain = mergeXDomain(specs, new Set([5]), xDomain);
+      expect(mergedDomain.minInterval).toEqual(10);
+    });
+
+    test('with invalid minInterval greater than computed minInterval for multi data set', () => {
+      const invalidXDomain = { minInterval: 10 };
+      const attemptToMerge = () => {
+        mergeXDomain(specs, xValues, invalidXDomain);
+      };
+      const expectedError = 'custom xDomain is invalid, custom minInterval is greater than computed minInterval';
+      expect(attemptToMerge).toThrowError(expectedError);
+    });
+
+    test('with invalid minInterval less than 0', () => {
+      const invalidXDomain = { minInterval: -1 };
+      const attemptToMerge = () => {
+        mergeXDomain(specs, xValues, invalidXDomain);
+      };
+      const expectedError = 'custom xDomain is invalid, custom minInterval is less than 0';
+      expect(attemptToMerge).toThrowError(expectedError);
+    });
+  });
 });
diff --git a/src/lib/series/domains/x_domain.ts b/src/lib/series/domains/x_domain.ts
index 7841f1d04c..3a693eddd9 100644
--- a/src/lib/series/domains/x_domain.ts
+++ b/src/lib/series/domains/x_domain.ts
@@ -29,6 +29,7 @@ export function mergeXDomain(
   const values = [...xValues.values()];
   let seriesXComputedDomains;
   let minInterval = 0;
+
   if (mainXScaleType.scaleType === ScaleType.Ordinal) {
     seriesXComputedDomains = computeOrdinalDataDomain(values, identity, false, true);
     if (xDomain) {
@@ -40,8 +41,16 @@ export function mergeXDomain(
     }
   } else {
     seriesXComputedDomains = computeContinuousDataDomain(values, identity, true);
+    let customMinInterval: undefined | number;
+
     if (xDomain) {
-      if (!Array.isArray(xDomain)) {
+      if (Array.isArray(xDomain)) {
+        throw new Error('xDomain for continuous scale should be a DomainRange object, not an array');
+      }
+
+      customMinInterval = xDomain.minInterval;
+
+      if (xDomain) {
         const [computedDomainMin, computedDomainMax] = seriesXComputedDomains;
 
         if (isCompleteBound(xDomain)) {
@@ -63,11 +72,21 @@ export function mergeXDomain(
 
           seriesXComputedDomains = [computedDomainMin, xDomain.max];
         }
-      } else {
-        throw new Error('xDomain for continuous scale should be a DomainRange object, not an array');
       }
     }
-    minInterval = findMinInterval(values);
+
+    const computedMinInterval = findMinInterval(values);
+    if (customMinInterval != null) {
+      // Allow greater custom min iff xValues has 1 member.
+      if (xValues.size > 1 && customMinInterval > computedMinInterval) {
+        throw new Error('custom xDomain is invalid, custom minInterval is greater than computed minInterval');
+      }
+      if (customMinInterval < 0) {
+        throw new Error('custom xDomain is invalid, custom minInterval is less than 0');
+      }
+    }
+
+    minInterval = customMinInterval || computedMinInterval;
   }
 
   return {
diff --git a/src/lib/series/specs.ts b/src/lib/series/specs.ts
index f501a342e1..993ae85ae6 100644
--- a/src/lib/series/specs.ts
+++ b/src/lib/series/specs.ts
@@ -17,20 +17,34 @@ export type Datum = any;
 export type Rotation = 0 | 90 | -90 | 180;
 export type Rendering = 'canvas' | 'svg';
 
-export interface LowerBoundedDomain {
-  min: number;
+interface DomainMinInterval {
+  /** Custom minInterval for the domain which will affect data bucket size.
+   * The minInterval cannot be greater than the computed minimum interval between any two adjacent data points.
+   * Further, if you specify a custom numeric minInterval for a timeseries, please note that due to the restriction
+   * above, the specified numeric minInterval will be interpreted as a fixed interval.
+   * This means that, for example, if you have yearly timeseries data that ranges from 2016 to 2019 and you manually
+   * compute the interval between 2016 and 2017, you'll have 366 days due to 2016 being a leap year.  This will not
+   * be a valid interval because it is greater than the computed minInterval of 365 days betwen the other years.
+   */
+  minInterval?: number;
 }
 
-export interface UpperBoundedDomain {
-  max: number;
+interface LowerBound {
+  /** Lower bound of domain range */
+  min: number;
 }
 
-export interface CompleteBoundedDomain {
-  min: number;
+interface UpperBound {
+  /** Upper bound of domain range */
   max: number;
 }
 
-export type DomainRange = LowerBoundedDomain | UpperBoundedDomain | CompleteBoundedDomain;
+export type LowerBoundedDomain = DomainMinInterval & LowerBound;
+export type UpperBoundedDomain = DomainMinInterval & UpperBound;
+export type CompleteBoundedDomain = DomainMinInterval & LowerBound & UpperBound;
+export type UnboundedDomainWithInterval = DomainMinInterval;
+
+export type DomainRange = LowerBoundedDomain | UpperBoundedDomain | CompleteBoundedDomain | UnboundedDomainWithInterval;
 
 export interface DisplayValueSpec {
   /** Show value label in chart element */
diff --git a/src/lib/series/utils/test_dataset_discover_per_30s.ts b/src/lib/series/utils/test_dataset_discover_per_30s.ts
new file mode 100644
index 0000000000..5076222027
--- /dev/null
+++ b/src/lib/series/utils/test_dataset_discover_per_30s.ts
@@ -0,0 +1,3559 @@
+/* eslint-disable */
+
+export const TEST_DATASET_DISCOVER = {
+  "xAxisOrderedValues": [
+    1560438420000,
+    1560438510000
+  ],
+  "xAxisFormat": {
+    "id": "date",
+    "params": {
+      "pattern": "HH:mm:ss"
+    }
+  },
+  "xAxisLabel": "timestamp per 30 seconds",
+  "ordered": {
+    "interval": "PT30S",
+    "date": true,
+    "min": "2019-06-13T15:00:12.206Z",
+    "max": "2019-06-13T15:15:12.206Z"
+  },
+  "yAxisFormat": {
+    "id": "number"
+  },
+  "yAxisLabel": "Count",
+  "series": [
+    {
+      "id": "1",
+      "rawId": "Count-col-1-1",
+      "label": "Count",
+      "count": 0,
+      "values": [
+        {
+          "x": 1560438420000,
+          "y": 1,
+          "extraMetrics": [],
+          "xRaw": {
+            "table": {
+              "columns": [
+                {
+                  "aggConfig": {
+                    "id": "2",
+                    "enabled": true,
+                    "type": "date_histogram",
+                    "schema": "segment",
+                    "params": {
+                      "field": "timestamp",
+                      "timeRange": {
+                        "from": {
+                          "_isAMomentObject": true,
+                          "_isUTC": false,
+                          "_pf": {
+                            "empty": false,
+                            "unusedTokens": [],
+                            "unusedInput": [],
+                            "overflow": -2,
+                            "charsLeftOver": 0,
+                            "nullInput": false,
+                            "invalidMonth": null,
+                            "invalidFormat": false,
+                            "userInvalidated": false,
+                            "iso": false,
+                            "parsedDateParts": [],
+                            "meridiem": null,
+                            "rfc2822": false,
+                            "weekdayMismatch": false
+                          },
+                          "_locale": {
+                            "_calendar": {
+                              "sameDay": "[Today at] LT",
+                              "nextDay": "[Tomorrow at] LT",
+                              "nextWeek": "dddd [at] LT",
+                              "lastDay": "[Yesterday at] LT",
+                              "lastWeek": "[Last] dddd [at] LT",
+                              "sameElse": "L"
+                            },
+                            "_longDateFormat": {
+                              "LTS": "h:mm:ss A",
+                              "LT": "h:mm A",
+                              "L": "MM/DD/YYYY",
+                              "LL": "MMMM D, YYYY",
+                              "LLL": "MMMM D, YYYY h:mm A",
+                              "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                            },
+                            "_invalidDate": "Invalid date",
+                            "_dayOfMonthOrdinalParse": {},
+                            "_relativeTime": {
+                              "future": "in %s",
+                              "past": "%s ago",
+                              "s": "a few seconds",
+                              "ss": "%d seconds",
+                              "m": "a minute",
+                              "mm": "%d minutes",
+                              "h": "an hour",
+                              "hh": "%d hours",
+                              "d": "a day",
+                              "dd": "%d days",
+                              "M": "a month",
+                              "MM": "%d months",
+                              "y": "a year",
+                              "yy": "%d years"
+                            },
+                            "_months": [
+                              "January",
+                              "February",
+                              "March",
+                              "April",
+                              "May",
+                              "June",
+                              "July",
+                              "August",
+                              "September",
+                              "October",
+                              "November",
+                              "December"
+                            ],
+                            "_monthsShort": [
+                              "Jan",
+                              "Feb",
+                              "Mar",
+                              "Apr",
+                              "May",
+                              "Jun",
+                              "Jul",
+                              "Aug",
+                              "Sep",
+                              "Oct",
+                              "Nov",
+                              "Dec"
+                            ],
+                            "_week": {
+                              "dow": 0,
+                              "doy": 6
+                            },
+                            "_weekdays": [
+                              "Sunday",
+                              "Monday",
+                              "Tuesday",
+                              "Wednesday",
+                              "Thursday",
+                              "Friday",
+                              "Saturday"
+                            ],
+                            "_weekdaysMin": [
+                              "Su",
+                              "Mo",
+                              "Tu",
+                              "We",
+                              "Th",
+                              "Fr",
+                              "Sa"
+                            ],
+                            "_weekdaysShort": [
+                              "Sun",
+                              "Mon",
+                              "Tue",
+                              "Wed",
+                              "Thu",
+                              "Fri",
+                              "Sat"
+                            ],
+                            "_meridiemParse": {},
+                            "_abbr": "en",
+                            "_config": {
+                              "calendar": {
+                                "sameDay": "[Today at] LT",
+                                "nextDay": "[Tomorrow at] LT",
+                                "nextWeek": "dddd [at] LT",
+                                "lastDay": "[Yesterday at] LT",
+                                "lastWeek": "[Last] dddd [at] LT",
+                                "sameElse": "L"
+                              },
+                              "longDateFormat": {
+                                "LTS": "h:mm:ss A",
+                                "LT": "h:mm A",
+                                "L": "MM/DD/YYYY",
+                                "LL": "MMMM D, YYYY",
+                                "LLL": "MMMM D, YYYY h:mm A",
+                                "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                              },
+                              "invalidDate": "Invalid date",
+                              "dayOfMonthOrdinalParse": {},
+                              "relativeTime": {
+                                "future": "in %s",
+                                "past": "%s ago",
+                                "s": "a few seconds",
+                                "ss": "%d seconds",
+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
+                                "hh": "%d hours",
+                                "d": "a day",
+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
+                              },
+                              "months": [
+                                "January",
+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
+                              ],
+                              "monthsShort": [
+                                "Jan",
+                                "Feb",
+                                "Mar",
+                                "Apr",
+                                "May",
+                                "Jun",
+                                "Jul",
+                                "Aug",
+                                "Sep",
+                                "Oct",
+                                "Nov",
+                                "Dec"
+                              ],
+                              "week": {
+                                "dow": 0,
+                                "doy": 6
+                              },
+                              "weekdays": [
+                                "Sunday",
+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
+                              ],
+                              "weekdaysMin": [
+                                "Su",
+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
+                              ],
+                              "weekdaysShort": [
+                                "Sun",
+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
+                              ],
+                              "meridiemParse": {},
+                              "abbr": "en"
+                            },
+                            "_dayOfMonthOrdinalParseLenient": {},
+                            "parentLocale": {
+                              "_calendar": {
+                                "sameDay": "[Today at] LT",
+                                "nextDay": "[Tomorrow at] LT",
+                                "nextWeek": "dddd [at] LT",
+                                "lastDay": "[Yesterday at] LT",
+                                "lastWeek": "[Last] dddd [at] LT",
+                                "sameElse": "L"
+                              },
+                              "_longDateFormat": {
+                                "LTS": "h:mm:ss A",
+                                "LT": "h:mm A",
+                                "L": "MM/DD/YYYY",
+                                "LL": "MMMM D, YYYY",
+                                "LLL": "MMMM D, YYYY h:mm A",
+                                "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                              },
+                              "_invalidDate": "Invalid date",
+                              "_dayOfMonthOrdinalParse": {},
+                              "_relativeTime": {
+                                "future": "in %s",
+                                "past": "%s ago",
+                                "s": "a few seconds",
+                                "ss": "%d seconds",
+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
+                                "hh": "%d hours",
+                                "d": "a day",
+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
+                              },
+                              "_months": [
+                                "January",
+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
+                              ],
+                              "_monthsShort": [
+                                "Jan",
+                                "Feb",
+                                "Mar",
+                                "Apr",
+                                "May",
+                                "Jun",
+                                "Jul",
+                                "Aug",
+                                "Sep",
+                                "Oct",
+                                "Nov",
+                                "Dec"
+                              ],
+                              "_week": {
+                                "dow": 0,
+                                "doy": 6
+                              },
+                              "_weekdays": [
+                                "Sunday",
+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
+                              ],
+                              "_weekdaysMin": [
+                                "Su",
+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
+                              ],
+                              "_weekdaysShort": [
+                                "Sun",
+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
+                              ],
+                              "_meridiemParse": {},
+                              "_abbr": "en",
+                              "_config": {
+                                "calendar": {
+                                  "sameDay": "[Today at] LT",
+                                  "nextDay": "[Tomorrow at] LT",
+                                  "nextWeek": "dddd [at] LT",
+                                  "lastDay": "[Yesterday at] LT",
+                                  "lastWeek": "[Last] dddd [at] LT",
+                                  "sameElse": "L"
+                                },
+                                "longDateFormat": {
+                                  "LTS": "h:mm:ss A",
+                                  "LT": "h:mm A",
+                                  "L": "MM/DD/YYYY",
+                                  "LL": "MMMM D, YYYY",
+                                  "LLL": "MMMM D, YYYY h:mm A",
+                                  "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                                },
+                                "invalidDate": "Invalid date",
+                                "dayOfMonthOrdinalParse": {},
+                                "relativeTime": {
+                                  "future": "in %s",
+                                  "past": "%s ago",
+                                  "s": "a few seconds",
+                                  "ss": "%d seconds",
+                                  "m": "a minute",
+                                  "mm": "%d minutes",
+                                  "h": "an hour",
+                                  "hh": "%d hours",
+                                  "d": "a day",
+                                  "dd": "%d days",
+                                  "M": "a month",
+                                  "MM": "%d months",
+                                  "y": "a year",
+                                  "yy": "%d years"
+                                },
+                                "months": [
+                                  "January",
+                                  "February",
+                                  "March",
+                                  "April",
+                                  "May",
+                                  "June",
+                                  "July",
+                                  "August",
+                                  "September",
+                                  "October",
+                                  "November",
+                                  "December"
+                                ],
+                                "monthsShort": [
+                                  "Jan",
+                                  "Feb",
+                                  "Mar",
+                                  "Apr",
+                                  "May",
+                                  "Jun",
+                                  "Jul",
+                                  "Aug",
+                                  "Sep",
+                                  "Oct",
+                                  "Nov",
+                                  "Dec"
+                                ],
+                                "week": {
+                                  "dow": 0,
+                                  "doy": 6
+                                },
+                                "weekdays": [
+                                  "Sunday",
+                                  "Monday",
+                                  "Tuesday",
+                                  "Wednesday",
+                                  "Thursday",
+                                  "Friday",
+                                  "Saturday"
+                                ],
+                                "weekdaysMin": [
+                                  "Su",
+                                  "Mo",
+                                  "Tu",
+                                  "We",
+                                  "Th",
+                                  "Fr",
+                                  "Sa"
+                                ],
+                                "weekdaysShort": [
+                                  "Sun",
+                                  "Mon",
+                                  "Tue",
+                                  "Wed",
+                                  "Thu",
+                                  "Fri",
+                                  "Sat"
+                                ],
+                                "meridiemParse": {},
+                                "abbr": "en"
+                              },
+                              "_dayOfMonthOrdinalParseLenient": {}
+                            }
+                          },
+                          "_d": "2019-06-13T15:00:12.206Z",
+                          "_isValid": true,
+                          "_z": null
+                        },
+                        "to": {
+                          "_isAMomentObject": true,
+                          "_isUTC": false,
+                          "_pf": {
+                            "empty": false,
+                            "unusedTokens": [],
+                            "unusedInput": [],
+                            "overflow": -2,
+                            "charsLeftOver": 0,
+                            "nullInput": false,
+                            "invalidMonth": null,
+                            "invalidFormat": false,
+                            "userInvalidated": false,
+                            "iso": false,
+                            "parsedDateParts": [],
+                            "meridiem": null,
+                            "rfc2822": false,
+                            "weekdayMismatch": false
+                          },
+                          "_locale": {
+                            "_calendar": {
+                              "sameDay": "[Today at] LT",
+                              "nextDay": "[Tomorrow at] LT",
+                              "nextWeek": "dddd [at] LT",
+                              "lastDay": "[Yesterday at] LT",
+                              "lastWeek": "[Last] dddd [at] LT",
+                              "sameElse": "L"
+                            },
+                            "_longDateFormat": {
+                              "LTS": "h:mm:ss A",
+                              "LT": "h:mm A",
+                              "L": "MM/DD/YYYY",
+                              "LL": "MMMM D, YYYY",
+                              "LLL": "MMMM D, YYYY h:mm A",
+                              "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                            },
+                            "_invalidDate": "Invalid date",
+                            "_dayOfMonthOrdinalParse": {},
+                            "_relativeTime": {
+                              "future": "in %s",
+                              "past": "%s ago",
+                              "s": "a few seconds",
+                              "ss": "%d seconds",
+                              "m": "a minute",
+                              "mm": "%d minutes",
+                              "h": "an hour",
+                              "hh": "%d hours",
+                              "d": "a day",
+                              "dd": "%d days",
+                              "M": "a month",
+                              "MM": "%d months",
+                              "y": "a year",
+                              "yy": "%d years"
+                            },
+                            "_months": [
+                              "January",
+                              "February",
+                              "March",
+                              "April",
+                              "May",
+                              "June",
+                              "July",
+                              "August",
+                              "September",
+                              "October",
+                              "November",
+                              "December"
+                            ],
+                            "_monthsShort": [
+                              "Jan",
+                              "Feb",
+                              "Mar",
+                              "Apr",
+                              "May",
+                              "Jun",
+                              "Jul",
+                              "Aug",
+                              "Sep",
+                              "Oct",
+                              "Nov",
+                              "Dec"
+                            ],
+                            "_week": {
+                              "dow": 0,
+                              "doy": 6
+                            },
+                            "_weekdays": [
+                              "Sunday",
+                              "Monday",
+                              "Tuesday",
+                              "Wednesday",
+                              "Thursday",
+                              "Friday",
+                              "Saturday"
+                            ],
+                            "_weekdaysMin": [
+                              "Su",
+                              "Mo",
+                              "Tu",
+                              "We",
+                              "Th",
+                              "Fr",
+                              "Sa"
+                            ],
+                            "_weekdaysShort": [
+                              "Sun",
+                              "Mon",
+                              "Tue",
+                              "Wed",
+                              "Thu",
+                              "Fri",
+                              "Sat"
+                            ],
+                            "_meridiemParse": {},
+                            "_abbr": "en",
+                            "_config": {
+                              "calendar": {
+                                "sameDay": "[Today at] LT",
+                                "nextDay": "[Tomorrow at] LT",
+                                "nextWeek": "dddd [at] LT",
+                                "lastDay": "[Yesterday at] LT",
+                                "lastWeek": "[Last] dddd [at] LT",
+                                "sameElse": "L"
+                              },
+                              "longDateFormat": {
+                                "LTS": "h:mm:ss A",
+                                "LT": "h:mm A",
+                                "L": "MM/DD/YYYY",
+                                "LL": "MMMM D, YYYY",
+                                "LLL": "MMMM D, YYYY h:mm A",
+                                "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                              },
+                              "invalidDate": "Invalid date",
+                              "dayOfMonthOrdinalParse": {},
+                              "relativeTime": {
+                                "future": "in %s",
+                                "past": "%s ago",
+                                "s": "a few seconds",
+                                "ss": "%d seconds",
+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
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+                              "mm": "%d minutes",
+                              "h": "an hour",
+                              "hh": "%d hours",
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+                              "dd": "%d days",
+                              "M": "a month",
+                              "MM": "%d months",
+                              "y": "a year",
+                              "yy": "%d years"
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+                              "February",
+                              "March",
+                              "April",
+                              "May",
+                              "June",
+                              "July",
+                              "August",
+                              "September",
+                              "October",
+                              "November",
+                              "December"
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+                              "Jul",
+                              "Aug",
+                              "Sep",
+                              "Oct",
+                              "Nov",
+                              "Dec"
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+                              "doy": 6
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+                              "Monday",
+                              "Tuesday",
+                              "Wednesday",
+                              "Thursday",
+                              "Friday",
+                              "Saturday"
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+                              "Tu",
+                              "We",
+                              "Th",
+                              "Fr",
+                              "Sa"
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+                              "Tue",
+                              "Wed",
+                              "Thu",
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+                                "past": "%s ago",
+                                "s": "a few seconds",
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+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
+                                "hh": "%d hours",
+                                "d": "a day",
+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
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+                                "January",
+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
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+                                "Mar",
+                                "Apr",
+                                "May",
+                                "Jun",
+                                "Jul",
+                                "Aug",
+                                "Sep",
+                                "Oct",
+                                "Nov",
+                                "Dec"
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+                                "doy": 6
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+                              "weekdays": [
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+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
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+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
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+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
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+                              "abbr": "en"
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+                            "parentLocale": {
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+                                "s": "a few seconds",
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+                                "m": "a minute",
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+                                "h": "an hour",
+                                "hh": "%d hours",
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+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
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+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
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+                                "Aug",
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+                                "Nov",
+                                "Dec"
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+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
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+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
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+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
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+                                  "nextDay": "[Tomorrow at] LT",
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+                                  "September",
+                                  "October",
+                                  "November",
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+                                  "Wednesday",
+                                  "Thursday",
+                                  "Friday",
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+                                  "Mo",
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+                                  "Sa"
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+                                "abbr": "en"
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+                                "May",
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+                                "September",
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+                                "November",
+                                "December"
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+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
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+                                "We",
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+                                "Wed",
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+                                "Fri",
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+                              "abbr": "en"
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+                            "parentLocale": {
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+                                "nextWeek": "dddd [at] LT",
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+                                "lastWeek": "[Last] dddd [at] LT",
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+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
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+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
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+                                "February",
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+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
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+                                "Sep",
+                                "Oct",
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+                                "Dec"
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+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
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+                                "Mo",
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+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
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+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
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+                                  "M": "a month",
+                                  "MM": "%d months",
+                                  "y": "a year",
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+                                  "May",
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+                                  "Dec"
+                                ],
+                                "week": {
+                                  "dow": 0,
+                                  "doy": 6
+                                },
+                                "weekdays": [
+                                  "Sunday",
+                                  "Monday",
+                                  "Tuesday",
+                                  "Wednesday",
+                                  "Thursday",
+                                  "Friday",
+                                  "Saturday"
+                                ],
+                                "weekdaysMin": [
+                                  "Su",
+                                  "Mo",
+                                  "Tu",
+                                  "We",
+                                  "Th",
+                                  "Fr",
+                                  "Sa"
+                                ],
+                                "weekdaysShort": [
+                                  "Sun",
+                                  "Mon",
+                                  "Tue",
+                                  "Wed",
+                                  "Thu",
+                                  "Fri",
+                                  "Sat"
+                                ],
+                                "meridiemParse": {},
+                                "abbr": "en"
+                              },
+                              "_dayOfMonthOrdinalParseLenient": {}
+                            }
+                          },
+                          "_d": "2019-06-13T15:00:12.206Z",
+                          "_isValid": true,
+                          "_z": null
+                        },
+                        "to": {
+                          "_isAMomentObject": true,
+                          "_isUTC": false,
+                          "_pf": {
+                            "empty": false,
+                            "unusedTokens": [],
+                            "unusedInput": [],
+                            "overflow": -2,
+                            "charsLeftOver": 0,
+                            "nullInput": false,
+                            "invalidMonth": null,
+                            "invalidFormat": false,
+                            "userInvalidated": false,
+                            "iso": false,
+                            "parsedDateParts": [],
+                            "meridiem": null,
+                            "rfc2822": false,
+                            "weekdayMismatch": false
+                          },
+                          "_locale": {
+                            "_calendar": {
+                              "sameDay": "[Today at] LT",
+                              "nextDay": "[Tomorrow at] LT",
+                              "nextWeek": "dddd [at] LT",
+                              "lastDay": "[Yesterday at] LT",
+                              "lastWeek": "[Last] dddd [at] LT",
+                              "sameElse": "L"
+                            },
+                            "_longDateFormat": {
+                              "LTS": "h:mm:ss A",
+                              "LT": "h:mm A",
+                              "L": "MM/DD/YYYY",
+                              "LL": "MMMM D, YYYY",
+                              "LLL": "MMMM D, YYYY h:mm A",
+                              "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                            },
+                            "_invalidDate": "Invalid date",
+                            "_dayOfMonthOrdinalParse": {},
+                            "_relativeTime": {
+                              "future": "in %s",
+                              "past": "%s ago",
+                              "s": "a few seconds",
+                              "ss": "%d seconds",
+                              "m": "a minute",
+                              "mm": "%d minutes",
+                              "h": "an hour",
+                              "hh": "%d hours",
+                              "d": "a day",
+                              "dd": "%d days",
+                              "M": "a month",
+                              "MM": "%d months",
+                              "y": "a year",
+                              "yy": "%d years"
+                            },
+                            "_months": [
+                              "January",
+                              "February",
+                              "March",
+                              "April",
+                              "May",
+                              "June",
+                              "July",
+                              "August",
+                              "September",
+                              "October",
+                              "November",
+                              "December"
+                            ],
+                            "_monthsShort": [
+                              "Jan",
+                              "Feb",
+                              "Mar",
+                              "Apr",
+                              "May",
+                              "Jun",
+                              "Jul",
+                              "Aug",
+                              "Sep",
+                              "Oct",
+                              "Nov",
+                              "Dec"
+                            ],
+                            "_week": {
+                              "dow": 0,
+                              "doy": 6
+                            },
+                            "_weekdays": [
+                              "Sunday",
+                              "Monday",
+                              "Tuesday",
+                              "Wednesday",
+                              "Thursday",
+                              "Friday",
+                              "Saturday"
+                            ],
+                            "_weekdaysMin": [
+                              "Su",
+                              "Mo",
+                              "Tu",
+                              "We",
+                              "Th",
+                              "Fr",
+                              "Sa"
+                            ],
+                            "_weekdaysShort": [
+                              "Sun",
+                              "Mon",
+                              "Tue",
+                              "Wed",
+                              "Thu",
+                              "Fri",
+                              "Sat"
+                            ],
+                            "_meridiemParse": {},
+                            "_abbr": "en",
+                            "_config": {
+                              "calendar": {
+                                "sameDay": "[Today at] LT",
+                                "nextDay": "[Tomorrow at] LT",
+                                "nextWeek": "dddd [at] LT",
+                                "lastDay": "[Yesterday at] LT",
+                                "lastWeek": "[Last] dddd [at] LT",
+                                "sameElse": "L"
+                              },
+                              "longDateFormat": {
+                                "LTS": "h:mm:ss A",
+                                "LT": "h:mm A",
+                                "L": "MM/DD/YYYY",
+                                "LL": "MMMM D, YYYY",
+                                "LLL": "MMMM D, YYYY h:mm A",
+                                "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                              },
+                              "invalidDate": "Invalid date",
+                              "dayOfMonthOrdinalParse": {},
+                              "relativeTime": {
+                                "future": "in %s",
+                                "past": "%s ago",
+                                "s": "a few seconds",
+                                "ss": "%d seconds",
+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
+                                "hh": "%d hours",
+                                "d": "a day",
+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
+                              },
+                              "months": [
+                                "January",
+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
+                              ],
+                              "monthsShort": [
+                                "Jan",
+                                "Feb",
+                                "Mar",
+                                "Apr",
+                                "May",
+                                "Jun",
+                                "Jul",
+                                "Aug",
+                                "Sep",
+                                "Oct",
+                                "Nov",
+                                "Dec"
+                              ],
+                              "week": {
+                                "dow": 0,
+                                "doy": 6
+                              },
+                              "weekdays": [
+                                "Sunday",
+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
+                              ],
+                              "weekdaysMin": [
+                                "Su",
+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
+                              ],
+                              "weekdaysShort": [
+                                "Sun",
+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
+                              ],
+                              "meridiemParse": {},
+                              "abbr": "en"
+                            },
+                            "_dayOfMonthOrdinalParseLenient": {},
+                            "parentLocale": {
+                              "_calendar": {
+                                "sameDay": "[Today at] LT",
+                                "nextDay": "[Tomorrow at] LT",
+                                "nextWeek": "dddd [at] LT",
+                                "lastDay": "[Yesterday at] LT",
+                                "lastWeek": "[Last] dddd [at] LT",
+                                "sameElse": "L"
+                              },
+                              "_longDateFormat": {
+                                "LTS": "h:mm:ss A",
+                                "LT": "h:mm A",
+                                "L": "MM/DD/YYYY",
+                                "LL": "MMMM D, YYYY",
+                                "LLL": "MMMM D, YYYY h:mm A",
+                                "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                              },
+                              "_invalidDate": "Invalid date",
+                              "_dayOfMonthOrdinalParse": {},
+                              "_relativeTime": {
+                                "future": "in %s",
+                                "past": "%s ago",
+                                "s": "a few seconds",
+                                "ss": "%d seconds",
+                                "m": "a minute",
+                                "mm": "%d minutes",
+                                "h": "an hour",
+                                "hh": "%d hours",
+                                "d": "a day",
+                                "dd": "%d days",
+                                "M": "a month",
+                                "MM": "%d months",
+                                "y": "a year",
+                                "yy": "%d years"
+                              },
+                              "_months": [
+                                "January",
+                                "February",
+                                "March",
+                                "April",
+                                "May",
+                                "June",
+                                "July",
+                                "August",
+                                "September",
+                                "October",
+                                "November",
+                                "December"
+                              ],
+                              "_monthsShort": [
+                                "Jan",
+                                "Feb",
+                                "Mar",
+                                "Apr",
+                                "May",
+                                "Jun",
+                                "Jul",
+                                "Aug",
+                                "Sep",
+                                "Oct",
+                                "Nov",
+                                "Dec"
+                              ],
+                              "_week": {
+                                "dow": 0,
+                                "doy": 6
+                              },
+                              "_weekdays": [
+                                "Sunday",
+                                "Monday",
+                                "Tuesday",
+                                "Wednesday",
+                                "Thursday",
+                                "Friday",
+                                "Saturday"
+                              ],
+                              "_weekdaysMin": [
+                                "Su",
+                                "Mo",
+                                "Tu",
+                                "We",
+                                "Th",
+                                "Fr",
+                                "Sa"
+                              ],
+                              "_weekdaysShort": [
+                                "Sun",
+                                "Mon",
+                                "Tue",
+                                "Wed",
+                                "Thu",
+                                "Fri",
+                                "Sat"
+                              ],
+                              "_meridiemParse": {},
+                              "_abbr": "en",
+                              "_config": {
+                                "calendar": {
+                                  "sameDay": "[Today at] LT",
+                                  "nextDay": "[Tomorrow at] LT",
+                                  "nextWeek": "dddd [at] LT",
+                                  "lastDay": "[Yesterday at] LT",
+                                  "lastWeek": "[Last] dddd [at] LT",
+                                  "sameElse": "L"
+                                },
+                                "longDateFormat": {
+                                  "LTS": "h:mm:ss A",
+                                  "LT": "h:mm A",
+                                  "L": "MM/DD/YYYY",
+                                  "LL": "MMMM D, YYYY",
+                                  "LLL": "MMMM D, YYYY h:mm A",
+                                  "LLLL": "dddd, MMMM D, YYYY h:mm A"
+                                },
+                                "invalidDate": "Invalid date",
+                                "dayOfMonthOrdinalParse": {},
+                                "relativeTime": {
+                                  "future": "in %s",
+                                  "past": "%s ago",
+                                  "s": "a few seconds",
+                                  "ss": "%d seconds",
+                                  "m": "a minute",
+                                  "mm": "%d minutes",
+                                  "h": "an hour",
+                                  "hh": "%d hours",
+                                  "d": "a day",
+                                  "dd": "%d days",
+                                  "M": "a month",
+                                  "MM": "%d months",
+                                  "y": "a year",
+                                  "yy": "%d years"
+                                },
+                                "months": [
+                                  "January",
+                                  "February",
+                                  "March",
+                                  "April",
+                                  "May",
+                                  "June",
+                                  "July",
+                                  "August",
+                                  "September",
+                                  "October",
+                                  "November",
+                                  "December"
+                                ],
+                                "monthsShort": [
+                                  "Jan",
+                                  "Feb",
+                                  "Mar",
+                                  "Apr",
+                                  "May",
+                                  "Jun",
+                                  "Jul",
+                                  "Aug",
+                                  "Sep",
+                                  "Oct",
+                                  "Nov",
+                                  "Dec"
+                                ],
+                                "week": {
+                                  "dow": 0,
+                                  "doy": 6
+                                },
+                                "weekdays": [
+                                  "Sunday",
+                                  "Monday",
+                                  "Tuesday",
+                                  "Wednesday",
+                                  "Thursday",
+                                  "Friday",
+                                  "Saturday"
+                                ],
+                                "weekdaysMin": [
+                                  "Su",
+                                  "Mo",
+                                  "Tu",
+                                  "We",
+                                  "Th",
+                                  "Fr",
+                                  "Sa"
+                                ],
+                                "weekdaysShort": [
+                                  "Sun",
+                                  "Mon",
+                                  "Tue",
+                                  "Wed",
+                                  "Thu",
+                                  "Fri",
+                                  "Sat"
+                                ],
+                                "meridiemParse": {},
+                                "abbr": "en"
+                              },
+                              "_dayOfMonthOrdinalParseLenient": {}
+                            }
+                          },
+                          "_d": "2019-06-13T15:15:12.206Z",
+                          "_isValid": true,
+                          "_z": null
+                        }
+                      },
+                      "useNormalizedEsInterval": true,
+                      "interval": "auto",
+                      "drop_partials": false,
+                      "min_doc_count": 1,
+                      "extended_bounds": {}
+                    }
+                  },
+                  "id": "col-0-2",
+                  "name": "timestamp per 30 seconds"
+                },
+                {
+                  "aggConfig": {
+                    "id": "1",
+                    "enabled": true,
+                    "type": "count",
+                    "schema": "metric",
+                    "params": {}
+                  },
+                  "id": "col-1-1",
+                  "name": "Count"
+                }
+              ],
+              "rows": [
+                {
+                  "col-0-2": 1560438420000,
+                  "col-1-1": 1
+                },
+                {
+                  "col-0-2": 1560438510000,
+                  "col-1-1": 1
+                }
+              ]
+            },
+            "column": 1,
+            "row": 1,
+            "value": 1
+          },
+          "parent": null,
+          "series": "Count",
+          "seriesId": "Count-col-1-1"
+        }
+      ],
+      "format": {
+        "id": "number"
+      }
+    }
+  ],
+  "hits": 2
+}
\ No newline at end of file
diff --git a/stories/bar_chart.tsx b/stories/bar_chart.tsx
index c8b7664c81..c7f5700431 100644
--- a/stories/bar_chart.tsx
+++ b/stories/bar_chart.tsx
@@ -33,6 +33,8 @@ import * as TestDatasets from '../src/lib/series/utils/test_dataset';
 
 import { KIBANA_METRICS } from '../src/lib/series/utils/test_dataset_kibana';
 
+import { TEST_DATASET_DISCOVER } from '../src/lib/series/utils/test_dataset_discover_per_30s';
+
 const dateFormatter = timeFormatter('HH:mm:ss');
 
 const dataGen = new DataGenerator();
@@ -1530,6 +1532,45 @@ storiesOf('Bar Chart', module)
       </Chart>
     );
   })
+  .add('[test] discover', () => {
+    const data = TEST_DATASET_DISCOVER.series[0].values;
+
+    const formatter = timeFormatter(niceTimeFormatByDay(1));
+
+    const xDomain = {
+      minInterval: 30000,
+    };
+
+    const useCustomMinInterval = boolean('use custom minInterval of 30s', true);
+
+    return (
+      <Chart className={'story-chart'}>
+        <Settings xDomain={useCustomMinInterval ? xDomain : undefined} />
+        <Axis
+          id={getAxisId('discover-histogram-left-axis')}
+          position={Position.Left}
+          title={TEST_DATASET_DISCOVER.yAxisLabel}
+        />
+        <Axis
+          id={getAxisId('discover-histogram-bottom-axis')}
+          position={Position.Bottom}
+          title={TEST_DATASET_DISCOVER.xAxisLabel}
+          tickFormat={formatter}
+        />
+
+        <HistogramBarSeries
+          id={getSpecId('discover-histogram')}
+          xScaleType={ScaleType.Time}
+          yScaleType={ScaleType.Linear}
+          xAccessor="x"
+          yAccessors={['y']}
+          data={data}
+          timeZone={'local'}
+          name={'Count'}
+        />
+      </Chart>
+    );
+  })
   .add('stacked only grouped areas', () => {
     const data1 = [[1, 2], [2, 2], [3, 3], [4, 5], [5, 5], [6, 3], [7, 8], [8, 2], [9, 1]];
     const data2 = [[1, 1], [2, 2], [3, 3], [4, 4], [5, 5], [6, 4], [7, 3], [8, 2], [9, 4]];