diff --git a/package.json b/package.json
index d5a046a..a098d40 100644
--- a/package.json
+++ b/package.json
@@ -66,7 +66,8 @@
         "@lumino/disposable": "^2.0.0",
         "@lumino/signaling": "^2.0.0",
         "@lumino/widgets": "^2.0.0",
-        "react": "^18.2.0"
+        "react": "^18.2.0",
+        "wildcard-match": "^5.1.2"
     },
     "devDependencies": {
         "@jupyterlab/builder": "^4.0.0",
diff --git a/src/variableinspector.ts b/src/variableinspector.ts
index 365940d..80f9a64 100644
--- a/src/variableinspector.ts
+++ b/src/variableinspector.ts
@@ -8,10 +8,23 @@ import { DockLayout, Widget } from '@lumino/widgets';
 
 import { IVariableInspector } from './tokens';
 
+import wildcardMatch from 'wildcard-match';
+
 const TITLE_CLASS = 'jp-VarInspector-title';
 const PANEL_CLASS = 'jp-VarInspector';
 const TABLE_CLASS = 'jp-VarInspector-table';
 const TABLE_BODY_CLASS = 'jp-VarInspector-content';
+const TABLE_ROW_CLASS = 'jp-VarInspector-table-row';
+const TABLE_ROW_HIDDEN_CLASS = 'jp-VarInspector-table-row-hidden';
+const TABLE_TYPE_CLASS = 'jp-VarInspector-type';
+const TABLE_NAME_CLASS = 'jp-VarInspector-varName';
+const FILTER_TYPE_CLASS = 'filter-type';
+const FILTER_INPUT_CLASS = 'filter-input';
+const FILTER_BUTTON_CLASS = 'filter-button';
+const FILTER_LIST_CLASS = 'filter-list';
+const FILTERED_BUTTON_CLASS = 'filtered-variable-button';
+
+type FILTER_TYPES = 'type' | 'name';
 
 /**
  * A panel that renders the variables
@@ -21,8 +34,10 @@ export class VariableInspectorPanel
   implements IVariableInspector
 {
   private _source: IVariableInspector.IInspectable | null = null;
+  private _filteredTable: HTMLDivElement;
   private _table: HTMLTableElement;
   private _title: HTMLElement;
+  private _filtered: { type: Array<string>; name: Array<string> };
 
   constructor() {
     super();
@@ -31,8 +46,136 @@ export class VariableInspectorPanel
     this._title.className = TITLE_CLASS;
     this._table = Private.createTable();
     this._table.className = TABLE_CLASS;
+    this._filteredTable = Private.createFilterTable();
     this.node.appendChild(this._title as HTMLElement);
+    this.node.appendChild(this._filteredTable as HTMLElement);
     this.node.appendChild(this._table as HTMLElement);
+    this._filtered = { type: [], name: [] };
+    this.intializeFilteredTable();
+  }
+
+  //Sets up the filter table so when the filter button is pressed, a new filter is created
+  protected intializeFilteredTable() {
+    const filterType = this._filteredTable.querySelector(
+      '.' + FILTER_TYPE_CLASS
+    ) as HTMLSelectElement;
+    const filterInput = this._filteredTable.querySelector(
+      '.' + FILTER_INPUT_CLASS
+    ) as HTMLInputElement;
+    const filterButton = this._filteredTable.querySelector(
+      '.' + FILTER_BUTTON_CLASS
+    ) as HTMLButtonElement;
+    filterButton.addEventListener('click', () => {
+      this.onFilterChange(
+        filterType.value as FILTER_TYPES,
+        filterInput.value,
+        true
+      );
+    });
+  }
+
+  // Checks if string is in the filtered array
+  protected stringInFilter(string: string, filterType: FILTER_TYPES) {
+    // console.log(this._filtered[filterType]);
+    for (let i = 0; i < this._filtered[filterType].length; i++) {
+      const isMatch = wildcardMatch(this._filtered[filterType][i]);
+      if (isMatch(string)) {
+        return true;
+      }
+    }
+    return false;
+  }
+  /*
+    Either adds a new filter or removes a previously existing filter based
+    Params:
+    filterType: By what type the varName is filtering on
+    varName: The name of the variable we are trying to filter out
+    isAdding: If we are adding a new filter or removing a previous filter
+  */
+
+  protected onFilterChange(
+    filterType: FILTER_TYPES,
+    varName: string,
+    isAdding: boolean
+  ) {
+    if (varName === '') {
+      return;
+    }
+    if (isAdding) {
+      if (this._filtered[filterType].includes(varName)) {
+        return;
+      }
+      this._filtered[filterType].push(varName);
+      const filterList = this._filteredTable.querySelector(
+        '.' + FILTER_LIST_CLASS
+      ) as HTMLUListElement;
+      const newFilteredButton = Private.createFilteredButton(
+        varName,
+        filterType
+      );
+      newFilteredButton.addEventListener('click', () => {
+        const filterText = newFilteredButton.querySelector(
+          '.filtered-variable-button-text'
+        ) as HTMLDivElement;
+        this.onFilterChange(filterType, filterText.innerHTML, false);
+        this.addFilteredOutRows();
+        newFilteredButton.remove();
+      });
+      filterList.appendChild(newFilteredButton);
+      this.filterOutTable();
+    } else {
+      this._filtered[filterType] = this._filtered[filterType].filter(
+        filter => filter !== varName
+      );
+    }
+  }
+
+  /*
+  Goes through each filtered out row and checks if they should still be filtered
+  If not, the row becomes visible again
+  */
+  protected addFilteredOutRows() {
+    const rows = this._table.querySelectorAll(
+      '.' + TABLE_ROW_HIDDEN_CLASS
+    ) as NodeListOf<HTMLTableRowElement>;
+    for (let i = 0; i < rows.length; i++) {
+      const rowName = rows[i].querySelector(
+        '.' + TABLE_NAME_CLASS
+      ) as HTMLTableCellElement;
+      const rowType = rows[i].querySelector(
+        '.' + TABLE_TYPE_CLASS
+      ) as HTMLTableCellElement;
+      if (
+        !this.stringInFilter(rowName.innerHTML, 'name') &&
+        !this._filtered['type'].includes(rowType.innerHTML)
+      ) {
+        rows[i].className = TABLE_ROW_CLASS;
+      }
+    }
+  }
+
+  /*
+  Goes through each row and checks if the row should be filtered out
+  A row is filtered out if it matches any of the values in the _filtered object
+  */
+  protected filterOutTable() {
+    const rows = this._table.querySelectorAll(
+      '.' + TABLE_ROW_CLASS
+    ) as NodeListOf<HTMLTableRowElement>;
+    for (let i = 0; i < rows.length; i++) {
+      const rowName = rows[i].querySelector(
+        '.' + TABLE_NAME_CLASS
+      ) as HTMLTableCellElement;
+      const rowType = rows[i].querySelector(
+        '.' + TABLE_TYPE_CLASS
+      ) as HTMLTableCellElement;
+      if (
+        this.stringInFilter(rowName.innerHTML, 'name') ||
+        this._filtered['type'].includes(rowType.innerHTML)
+      ) {
+        rows[i].className = TABLE_ROW_HIDDEN_CLASS;
+      }
+    }
   }
 
   get source(): IVariableInspector.IInspectable | null {
@@ -99,6 +242,12 @@ export class VariableInspectorPanel
       const varType = item.varType;
 
       row = this._table.tFoot!.insertRow();
+      row.className = TABLE_ROW_CLASS;
+      if (this._filtered['type'].includes(varType)) {
+        row.className = TABLE_ROW_HIDDEN_CLASS;
+      } else if (this.stringInFilter(name, 'name')) {
+        row.className = TABLE_ROW_HIDDEN_CLASS;
+      }
 
       // Add delete icon and onclick event
       let cell = row.insertCell(0);
@@ -130,12 +279,13 @@ export class VariableInspectorPanel
       }
 
       cell = row.insertCell(2);
-      cell.className = 'jp-VarInspector-varName';
+      cell.className = TABLE_NAME_CLASS;
       cell.innerHTML = name;
 
       // Add remaining cells
       cell = row.insertCell(3);
       cell.innerHTML = varType;
+      cell.className = TABLE_TYPE_CLASS;
       cell = row.insertCell(4);
       cell.innerHTML = item.varSize;
       cell = row.insertCell(5);
@@ -233,4 +383,59 @@ namespace Private {
     title.innerHTML = header;
     return title;
   }
+
+  export function createFilterTable(): HTMLDivElement {
+    const container = document.createElement('div');
+    container.className = 'filter-container';
+    const filterType = document.createElement('select');
+    filterType.className = FILTER_TYPE_CLASS;
+    filterType.selectedIndex = 0;
+    const varTypeOption = document.createElement('option');
+    varTypeOption.value = 'type';
+    varTypeOption.innerHTML = 'Type';
+    const nameOption = document.createElement('option');
+    nameOption.value = 'name';
+    nameOption.innerHTML = 'Name';
+    filterType.appendChild(varTypeOption);
+    filterType.appendChild(nameOption);
+    const searchContainer = document.createElement('div');
+    searchContainer.className = 'jp-InputGroup filter-search-container';
+    const input = document.createElement('input');
+    input.setAttribute('type', 'text');
+    input.setAttribute('placeholder', 'Filter out variable');
+    input.className = FILTER_INPUT_CLASS;
+    const filterButton = document.createElement('button');
+    const buttonText = document.createTextNode('Filter');
+    filterButton.appendChild(buttonText);
+    filterButton.className = FILTER_BUTTON_CLASS;
+    const list = document.createElement('ul');
+    list.className = FILTER_LIST_CLASS;
+
+    searchContainer.appendChild(filterType);
+    searchContainer.appendChild(input);
+    searchContainer.appendChild(filterButton);
+    container.appendChild(searchContainer);
+    container.appendChild(list);
+    return container;
+  }
+
+  //Creates a button with given filter information displayed on the button
+  export function createFilteredButton(
+    filterName: string,
+    filterType: FILTER_TYPES
+  ): HTMLButtonElement {
+    const filteredButton = document.createElement('button');
+    filteredButton.value = filterType;
+    filteredButton.title = filterType;
+    const buttonText = document.createElement('div');
+    buttonText.className = 'filtered-variable-button-text';
+    buttonText.innerHTML = filterName;
+    const icon = closeIcon.element({
+      container: filteredButton
+    });
+    filteredButton.appendChild(buttonText);
+    filteredButton.appendChild(icon);
+    filteredButton.className = FILTERED_BUTTON_CLASS;
+    return filteredButton;
+  }
 }
diff --git a/style/base.css b/style/base.css
index aba82f2..471e667 100644
--- a/style/base.css
+++ b/style/base.css
@@ -45,6 +45,69 @@
   padding-left: 10px;
 }
 
+.filter-container {
+  display: flex;
+  flex-direction: column;
+}
+
+.filter-search-container {
+  display: flex;
+  padding: 0 1rem;
+}
+
+.filter-type {
+  background-color: var(--jp-ui-font-color2);
+  color: var(--jp-ui-font-color1);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+  border: none;
+  padding: 0 0.5rem;
+  text-align: center;
+}
+
+.filter-input {
+  width: 20rem !important;
+  margin-left: 1rem;
+}
+
+.filter-button {
+  background-color: var(--jp-ui-font-color2);
+  color: var(--jp-ui-font-color1);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+  border: none;
+  padding: 0 0.5rem;
+}
+
+.filtered-variable-button {
+  background-color: transparent;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+  border: none;
+  padding: 0.25rem 0.5rem;
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+.filtered-variable-button-text {
+  color: var(--jp-ui-font-color1);
+  background-color: transparent;
+}
+
+.type-button {
+  color: var(--jp-ui-font-color0);
+}
+
+.name-button {
+  color: var(--jp-ui-font-color1);
+}
+
+.filter-list {
+  display: flex;
+}
+
+.jp-VarInspector-table-row-hidden {
+  display: none;
+}
+
 .jp-VarInspector-deleteButton {
   text-align: center;
   width: 1em;
diff --git a/ui-tests/tests/lckr_jupyterlab_variableinspector.spec.ts b/ui-tests/tests/lckr_jupyterlab_variableinspector.spec.ts
index fbd92b0..c819aed 100644
--- a/ui-tests/tests/lckr_jupyterlab_variableinspector.spec.ts
+++ b/ui-tests/tests/lckr_jupyterlab_variableinspector.spec.ts
@@ -16,3 +16,68 @@ test('test', async ({ page }) => {
   await expect(page.getByRole('row').nth(1)).toHaveText(/aint\d\d1$/);
   await expect(page.getByRole('row').last()).toHaveText(/bstr\d\dhello$/);
 });
+
+test('variable filter by type', async ({ page }) => {
+  await page.getByText('Python 3 (ipykernel)').first().click();
+  await page.getByText('Python 3 (ipykernel) | Idle').waitFor();
+  await page.getByLabel('notebook content').getByRole('textbox').fill('a = 1');
+  await page.keyboard.press('Shift+Enter');
+  await page.getByRole('textbox').nth(2).fill('b = "hello"');
+  await page.keyboard.press('Control+Enter');
+
+  await page.getByRole('tabpanel').click({
+    button: 'right'
+  });
+  await page.getByRole('menu').getByText('Open Variable Inspector').click();
+
+  //Filter out rows with int type
+  await page.getByPlaceholder('Filter out variable').fill('int');
+  await page.getByRole('button', { name: 'Filter' }).click();
+
+  //Expect only to have one row with name b and type str
+  await expect(
+    await page.locator('.jp-VarInspector-table-row').count()
+  ).toEqual(1);
+  await expect(page.getByRole('row').nth(1)).toHaveText(/bstr\d\dhello$/);
+});
+
+test('variable filter by name', async ({ page }) => {
+  await page.getByText('Python 3 (ipykernel)').first().click();
+  await page.getByText('Python 3 (ipykernel) | Idle').waitFor();
+  await page.getByLabel('notebook content').getByRole('textbox').fill('a1 = 1');
+  await page.keyboard.press('Shift+Enter');
+  await page.getByRole('textbox').nth(2).fill('b1 = "hello"');
+  await page.keyboard.press('Control+Enter');
+
+  await page.getByRole('tabpanel').click({
+    button: 'right'
+  });
+  await page.getByRole('menu').getByText('Open Variable Inspector').click();
+
+  //Filter out all variables with 1 in the name
+  await page.locator('.filter-type').selectOption('name');
+  await page.getByPlaceholder('Filter out variable').fill('*1');
+  await page.getByRole('button', { name: 'Filter' }).click();
+
+  //Expects no rows except for header
+  await expect(await page.getByRole('row').count()).toEqual(1);
+  await expect(
+    await page.locator('.jp-VarInspector-table-row').count()
+  ).toEqual(0);
+
+  //Remove the filter
+  await page.getByRole('button', { name: '*' }).click();
+  await expect(
+    await page.locator('.jp-VarInspector-table-row').count()
+  ).toEqual(2);
+
+  //Filter out variables name b1
+  await page.getByPlaceholder('Filter out variable').fill('b1');
+  await page.getByRole('button', { name: 'Filter' }).click();
+
+  //Expect one row with name a1 and type int
+  await expect(
+    await page.locator('.jp-VarInspector-table-row').count()
+  ).toEqual(1);
+  await expect(page.getByRole('row').nth(1)).toHaveText(/a1int\d\d1$/);
+});
diff --git a/yarn.lock b/yarn.lock
index 238ad98..4351eff 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -13,35 +13,36 @@ __metadata:
   linkType: hard
 
 "@babel/code-frame@npm:^7.0.0":
-  version: 7.18.6
-  resolution: "@babel/code-frame@npm:7.18.6"
+  version: 7.22.13
+  resolution: "@babel/code-frame@npm:7.22.13"
   dependencies:
-    "@babel/highlight": ^7.18.6
-  checksum: 195e2be3172d7684bf95cff69ae3b7a15a9841ea9d27d3c843662d50cdd7d6470fd9c8e64be84d031117e4a4083486effba39f9aef6bbb2c89f7f21bcfba33ba
+    "@babel/highlight": ^7.22.13
+    chalk: ^2.4.2
+  checksum: 22e342c8077c8b77eeb11f554ecca2ba14153f707b85294fcf6070b6f6150aae88a7b7436dd88d8c9289970585f3fe5b9b941c5aa3aa26a6d5a8ef3f292da058
   languageName: node
   linkType: hard
 
-"@babel/helper-validator-identifier@npm:^7.18.6":
-  version: 7.19.1
-  resolution: "@babel/helper-validator-identifier@npm:7.19.1"
-  checksum: 0eca5e86a729162af569b46c6c41a63e18b43dbe09fda1d2a3c8924f7d617116af39cac5e4cd5d431bb760b4dca3c0970e0c444789b1db42bcf1fa41fbad0a3a
+"@babel/helper-validator-identifier@npm:^7.22.20":
+  version: 7.22.20
+  resolution: "@babel/helper-validator-identifier@npm:7.22.20"
+  checksum: 136412784d9428266bcdd4d91c32bcf9ff0e8d25534a9d94b044f77fe76bc50f941a90319b05aafd1ec04f7d127cd57a179a3716009ff7f3412ef835ada95bdc
   languageName: node
   linkType: hard
 
-"@babel/highlight@npm:^7.18.6":
-  version: 7.18.6
-  resolution: "@babel/highlight@npm:7.18.6"
+"@babel/highlight@npm:^7.22.13":
+  version: 7.22.20
+  resolution: "@babel/highlight@npm:7.22.20"
   dependencies:
-    "@babel/helper-validator-identifier": ^7.18.6
-    chalk: ^2.0.0
+    "@babel/helper-validator-identifier": ^7.22.20
+    chalk: ^2.4.2
     js-tokens: ^4.0.0
-  checksum: 92d8ee61549de5ff5120e945e774728e5ccd57fd3b2ed6eace020ec744823d4a98e242be1453d21764a30a14769ecd62170fba28539b211799bbaf232bbb2789
+  checksum: 84bd034dca309a5e680083cd827a766780ca63cef37308404f17653d32366ea76262bd2364b2d38776232f2d01b649f26721417d507e8b4b6da3e4e739f6d134
   languageName: node
   linkType: hard
 
 "@codemirror/autocomplete@npm:^6.0.0, @codemirror/autocomplete@npm:^6.3.2, @codemirror/autocomplete@npm:^6.5.1, @codemirror/autocomplete@npm:^6.7.1":
-  version: 6.10.2
-  resolution: "@codemirror/autocomplete@npm:6.10.2"
+  version: 6.11.0
+  resolution: "@codemirror/autocomplete@npm:6.11.0"
   dependencies:
     "@codemirror/language": ^6.0.0
     "@codemirror/state": ^6.0.0
@@ -52,7 +53,7 @@ __metadata:
     "@codemirror/state": ^6.0.0
     "@codemirror/view": ^6.0.0
     "@lezer/common": ^1.0.0
-  checksum: 360cea6a87ae9c4e3c996903f636a8f47f8ea6cd44504181e69dd8ccf666bad3e8cc6d8935e0eedd8aa118fdfe86ea78f41bc15288f3a7517dbb87115e057563
+  checksum: f80ac2c49b3736bdcce8d16776c09bfa3fe85a3ce486bfb96aa07157aff9e7afb3f96575a1d83cee96a97439c0ef0039325901afb811a9f37734ea0a1b965c82
   languageName: node
   linkType: hard
 
@@ -282,13 +283,13 @@ __metadata:
   linkType: hard
 
 "@codemirror/view@npm:^6.0.0, @codemirror/view@npm:^6.17.0, @codemirror/view@npm:^6.9.6":
-  version: 6.21.4
-  resolution: "@codemirror/view@npm:6.21.4"
+  version: 6.22.0
+  resolution: "@codemirror/view@npm:6.22.0"
   dependencies:
     "@codemirror/state": ^6.1.4
     style-mod: ^4.1.0
     w3c-keyname: ^2.2.4
-  checksum: e320eb46a6556984081c97e0bf5a9f5d45de2a4db5d632e6ee689a32dc081b10bda87aa989c4563981e28bf25bb651d1be57158fc2e753b587e3c6f7e2e486b2
+  checksum: 2a24674687fbde06898d0a131abe5f86a812d79e111cf8dc94110dac86eed8c20a2094b547c1b3c379fe8edf0c66318d03a7594158e4f6628ee060a03a5d1bab
   languageName: node
   linkType: hard
 
@@ -328,9 +329,9 @@ __metadata:
   linkType: hard
 
 "@discoveryjs/json-ext@npm:^0.5.0":
-  version: 0.5.2
-  resolution: "@discoveryjs/json-ext@npm:0.5.2"
-  checksum: cf7ce79a6e25944b6618f3336a4f69191ce9019ee08e47129c4933f03f66aa625c0e7d55075f890cdfc9a7f9b3f6c5465a1e51bd3e7a73aec803753d7d0cec91
+  version: 0.5.7
+  resolution: "@discoveryjs/json-ext@npm:0.5.7"
+  checksum: 2176d301cc258ea5c2324402997cf8134ebb212469c0d397591636cea8d3c02f2b3cf9fd58dcb748c7a0dade77ebdc1b10284fa63e608c033a1db52fddc69918
   languageName: node
   linkType: hard
 
@@ -352,9 +353,9 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@eslint/eslintrc@npm:^2.1.2":
-  version: 2.1.2
-  resolution: "@eslint/eslintrc@npm:2.1.2"
+"@eslint/eslintrc@npm:^2.1.3":
+  version: 2.1.3
+  resolution: "@eslint/eslintrc@npm:2.1.3"
   dependencies:
     ajv: ^6.12.4
     debug: ^4.3.2
@@ -365,21 +366,21 @@ __metadata:
     js-yaml: ^4.1.0
     minimatch: ^3.1.2
     strip-json-comments: ^3.1.1
-  checksum: bc742a1e3b361f06fedb4afb6bf32cbd27171292ef7924f61c62f2aed73048367bcc7ac68f98c06d4245cd3fabc43270f844e3c1699936d4734b3ac5398814a7
+  checksum: 5c6c3878192fe0ddffa9aff08b4e2f3bcc8f1c10d6449b7295a5f58b662019896deabfc19890455ffd7e60a5bd28d25d0eaefb2f78b2d230aae3879af92b89e5
   languageName: node
   linkType: hard
 
-"@eslint/js@npm:8.52.0":
-  version: 8.52.0
-  resolution: "@eslint/js@npm:8.52.0"
-  checksum: 490893b8091a66415f4ac98b963d23eb287264ea3bd6af7ec788f0570705cf64fd6ab84b717785980f55e39d08ff5c7fde6d8e4391ccb507169370ce3a6d091a
+"@eslint/js@npm:8.53.0":
+  version: 8.53.0
+  resolution: "@eslint/js@npm:8.53.0"
+  checksum: e0d5cfb0000aaee237c8e6d6d6e366faa60b1ef7f928ce17778373aa44d3b886368f6d5e1f97f913f0f16801aad016db8b8df78418c9d18825c15590328028af
   languageName: node
   linkType: hard
 
 "@fortawesome/fontawesome-free@npm:^5.12.0":
-  version: 5.15.3
-  resolution: "@fortawesome/fontawesome-free@npm:5.15.3"
-  checksum: 4cd44a88752f424229193927f9a9e4f09ffe1b832ab733af5ec8459b13415a77573ef0803aa9164553e47f585e18ed63f2d68b37c0fbf6db70759f4a0f559875
+  version: 5.15.4
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