diff --git a/.eslintrc.js b/.eslintrc.js
index 495973b..b1d5723 100644
--- a/.eslintrc.js
+++ b/.eslintrc.js
@@ -1,28 +1,18 @@
 module.exports = {
-  'env': {
-    'browser': true,
-    'es2021': true,
+  env: {
+    browser: true,
+    es2021: true,
   },
-  'extends': [
-    'google',
-    'plugin:@typescript-eslint/eslint-recommended',
+  extends: [
+    'eslint:recommended',
+    'plugin:@typescript-eslint/recommended',
+    'prettier',
   ],
-  'parser': '@typescript-eslint/parser',
-  'parserOptions': {
-    'ecmaVersion': 13,
-    'sourceType': 'module',
-  },
-  'plugins': [
-    '@typescript-eslint',
-  ],
-  'rules': {
-    'max-len': 'off',
-    'no-unused-vars': 'off',
-    'valid-jsdoc': ['error', {
-      'requireReturnType': false,
-      'requireParamType': false,
-      'requireReturn': false,
-    }],
-    '@typescript-eslint/no-unused-vars': 'error',
+  parser: '@typescript-eslint/parser',
+  parserOptions: {
+    ecmaVersion: 13,
+    sourceType: 'module',
   },
+  plugins: ['@typescript-eslint'],
+  rules: {},
 };
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index dd84ea7..b5c68e5 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -4,7 +4,6 @@ about: Create a report to help us improve
 title: ''
 labels: ''
 assignees: ''
-
 ---
 
 **Describe the bug**
@@ -12,6 +11,7 @@ A clear and concise description of what the bug is.
 
 **To Reproduce**
 Steps to reproduce the behavior:
+
 1. Go to '...'
 2. Click on '....'
 3. Scroll down to '....'
@@ -24,15 +24,17 @@ A clear and concise description of what you expected to happen.
 If applicable, add screenshots to help explain your problem.
 
 **Desktop (please complete the following information):**
- - OS: [e.g. iOS]
- - Browser [e.g. chrome, safari]
- - Version [e.g. 22]
+
+- OS: [e.g. iOS]
+- Browser [e.g. chrome, safari]
+- Version [e.g. 22]
 
 **Smartphone (please complete the following information):**
- - Device: [e.g. iPhone6]
- - OS: [e.g. iOS8.1]
- - Browser [e.g. stock browser, safari]
- - Version [e.g. 22]
+
+- Device: [e.g. iPhone6]
+- OS: [e.g. iOS8.1]
+- Browser [e.g. stock browser, safari]
+- Version [e.g. 22]
 
 **Additional context**
 Add any other context about the problem here.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
index bbcbbe7..2f28cea 100644
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -4,7 +4,6 @@ about: Suggest an idea for this project
 title: ''
 labels: ''
 assignees: ''
-
 ---
 
 **Is your feature request related to a problem? Please describe.**
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index e66a9c6..1ac4ab4 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -9,14 +9,14 @@
 # the `language` matrix defined below to confirm you have the correct set of
 # supported CodeQL languages.
 #
-name: "CodeQL"
+name: 'CodeQL'
 
 on:
   push:
-    branches: [ main ]
+    branches: [main]
   pull_request:
     # The branches below must be a subset of the branches above
-    branches: [ main ]
+    branches: [main]
   schedule:
     - cron: '35 21 * * 1'
 
@@ -32,39 +32,39 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        language: [ 'javascript' ]
+        language: ['javascript']
         # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
         # Learn more about CodeQL language support at https://git.io/codeql-language-support
 
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@v2
+      - name: Checkout repository
+        uses: actions/checkout@v2
 
-    # Initializes the CodeQL tools for scanning.
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@v1
-      with:
-        languages: ${{ matrix.language }}
-        # If you wish to specify custom queries, you can do so here or in a config file.
-        # By default, queries listed here will override any specified in a config file.
-        # Prefix the list here with "+" to use these queries and those in the config file.
-        # queries: ./path/to/local/query, your-org/your-repo/queries@main
+      # Initializes the CodeQL tools for scanning.
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@v1
+        with:
+          languages: ${{ matrix.language }}
+          # If you wish to specify custom queries, you can do so here or in a config file.
+          # By default, queries listed here will override any specified in a config file.
+          # Prefix the list here with "+" to use these queries and those in the config file.
+          # queries: ./path/to/local/query, your-org/your-repo/queries@main
 
-    # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
-    # If this step fails, then you should remove it and run the build manually (see below)
-    - name: Autobuild
-      uses: github/codeql-action/autobuild@v1
+      # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
+      # If this step fails, then you should remove it and run the build manually (see below)
+      - name: Autobuild
+        uses: github/codeql-action/autobuild@v1
 
-    # ℹ️ Command-line programs to run using the OS shell.
-    # 📚 https://git.io/JvXDl
+      # ℹ️ Command-line programs to run using the OS shell.
+      # 📚 https://git.io/JvXDl
 
-    # ✏️ If the Autobuild fails above, remove it and uncomment the following three lines
-    #    and modify them (or add more) to build your code if your project
-    #    uses a compiled language
+      # ✏️ If the Autobuild fails above, remove it and uncomment the following three lines
+      #    and modify them (or add more) to build your code if your project
+      #    uses a compiled language
 
-    #- run: |
-    #   make bootstrap
-    #   make release
+      #- run: |
+      #   make bootstrap
+      #   make release
 
-    - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v1
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@v1
diff --git a/.prettierrc.json b/.prettierrc.json
new file mode 100644
index 0000000..544138b
--- /dev/null
+++ b/.prettierrc.json
@@ -0,0 +1,3 @@
+{
+  "singleQuote": true
+}
diff --git a/.travis.yml b/.travis.yml
index df3e6fd..794673b 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,4 +1,4 @@
 language: node_js
 
 node_js:
-- 16
+  - 16
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index be24f05..a851452 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -17,23 +17,23 @@ diverse, inclusive, and healthy community.
 Examples of behavior that contributes to a positive environment for our
 community include:
 
-* Demonstrating empathy and kindness toward other people
-* Being respectful of differing opinions, viewpoints, and experiences
-* Giving and gracefully accepting constructive feedback
-* Accepting responsibility and apologizing to those affected by our mistakes,
+- Demonstrating empathy and kindness toward other people
+- Being respectful of differing opinions, viewpoints, and experiences
+- Giving and gracefully accepting constructive feedback
+- Accepting responsibility and apologizing to those affected by our mistakes,
   and learning from the experience
-* Focusing on what is best not just for us as individuals, but for the
+- Focusing on what is best not just for us as individuals, but for the
   overall community
 
 Examples of unacceptable behavior include:
 
-* The use of sexualized language or imagery, and sexual attention or
+- The use of sexualized language or imagery, and sexual attention or
   advances of any kind
-* Trolling, insulting or derogatory comments, and personal or political attacks
-* Public or private harassment
-* Publishing others' private information, such as a physical or email
+- Trolling, insulting or derogatory comments, and personal or political attacks
+- Public or private harassment
+- Publishing others' private information, such as a physical or email
   address, without their explicit permission
-* Other conduct which could reasonably be considered inappropriate in a
+- Other conduct which could reasonably be considered inappropriate in a
   professional setting
 
 ## Enforcement Responsibilities
@@ -106,7 +106,7 @@ Violating these terms may lead to a permanent ban.
 ### 4. Permanent Ban
 
 **Community Impact**: Demonstrating a pattern of violation of community
-standards, including sustained inappropriate behavior,  harassment of an
+standards, including sustained inappropriate behavior, harassment of an
 individual, or aggression toward or disparagement of classes of individuals.
 
 **Consequence**: A permanent ban from any sort of public interaction within
diff --git a/README.md b/README.md
index 6d04af5..632181f 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 
 Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.
 
-*This is a clone of my [Indicator Go](https://github.com/cinar/indicator) Golang module.*
+_This is a clone of my [Indicator Go](https://github.com/cinar/indicator) Golang module._
 
 ## Indicators Provided
 
diff --git a/jest.config.cjs b/jest.config.cjs
index 21cde07..e1369d5 100644
--- a/jest.config.cjs
+++ b/jest.config.cjs
@@ -2,7 +2,5 @@
 module.exports = {
   preset: 'ts-jest',
   testEnvironment: 'node',
-  testMatch: [
-    '**/*.test.ts',
-  ],
-};
\ No newline at end of file
+  testMatch: ['**/*.test.ts'],
+};
diff --git a/package-lock.json b/package-lock.json
index 8c28dcd..b3b4b0f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,11 +10,12 @@
       "license": "MIT",
       "devDependencies": {
         "@types/jest": "^27.0.3",
-        "@typescript-eslint/eslint-plugin": "^5.9.0",
-        "@typescript-eslint/parser": "^5.9.0",
+        "@typescript-eslint/eslint-plugin": "^5.10.0",
+        "@typescript-eslint/parser": "^5.10.0",
         "eslint": "^8.6.0",
-        "eslint-config-google": "^0.14.0",
+        "eslint-config-prettier": "^8.3.0",
         "jest": "^27.4.5",
+        "prettier": "^2.5.1",
         "rollup": "^2.63.0",
         "rollup-plugin-ts": "^2.0.5",
         "ts-jest": "^27.1.2",
@@ -1224,14 +1225,14 @@
       "dev": true
     },
     "node_modules/@typescript-eslint/eslint-plugin": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.9.0.tgz",
-      "integrity": "sha512-qT4lr2jysDQBQOPsCCvpPUZHjbABoTJW8V9ZzIYKHMfppJtpdtzszDYsldwhFxlhvrp7aCHeXD1Lb9M1zhwWwQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.10.0.tgz",
+      "integrity": "sha512-XXVKnMsq2fuu9K2KsIxPUGqb6xAImz8MEChClbXmE3VbveFtBUU5bzM6IPVWqzyADIgdkS2Ws/6Xo7W2TeZWjQ==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/experimental-utils": "5.9.0",
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/type-utils": "5.9.0",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/type-utils": "5.10.0",
+        "@typescript-eslint/utils": "5.10.0",
         "debug": "^4.3.2",
         "functional-red-black-tree": "^1.0.1",
         "ignore": "^5.1.8",
@@ -1265,61 +1266,15 @@
         "node": ">= 4"
       }
     },
-    "node_modules/@typescript-eslint/experimental-utils": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/experimental-utils/-/experimental-utils-5.9.0.tgz",
-      "integrity": "sha512-ZnLVjBrf26dn7ElyaSKa6uDhqwvAi4jBBmHK1VxuFGPRAxhdi18ubQYSGA7SRiFiES3q9JiBOBHEBStOFkwD2g==",
-      "dev": true,
-      "dependencies": {
-        "@types/json-schema": "^7.0.9",
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/typescript-estree": "5.9.0",
-        "eslint-scope": "^5.1.1",
-        "eslint-utils": "^3.0.0"
-      },
-      "engines": {
-        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
-      },
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/typescript-eslint"
-      },
-      "peerDependencies": {
-        "eslint": "^6.0.0 || ^7.0.0 || ^8.0.0"
-      }
-    },
-    "node_modules/@typescript-eslint/experimental-utils/node_modules/eslint-scope": {
-      "version": "5.1.1",
-      "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
-      "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
-      "dev": true,
-      "dependencies": {
-        "esrecurse": "^4.3.0",
-        "estraverse": "^4.1.1"
-      },
-      "engines": {
-        "node": ">=8.0.0"
-      }
-    },
-    "node_modules/@typescript-eslint/experimental-utils/node_modules/estraverse": {
-      "version": "4.3.0",
-      "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
-      "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
-      "dev": true,
-      "engines": {
-        "node": ">=4.0"
-      }
-    },
     "node_modules/@typescript-eslint/parser": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-5.9.0.tgz",
-      "integrity": "sha512-/6pOPz8yAxEt4PLzgbFRDpZmHnXCeZgPDrh/1DaVKOjvn/UPMlWhbx/gA96xRi2JxY1kBl2AmwVbyROUqys5xQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-5.10.0.tgz",
+      "integrity": "sha512-pJB2CCeHWtwOAeIxv8CHVGJhI5FNyJAIpx5Pt72YkK3QfEzt6qAlXZuyaBmyfOdM62qU0rbxJzNToPTVeJGrQw==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/typescript-estree": "5.9.0",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/typescript-estree": "5.10.0",
         "debug": "^4.3.2"
       },
       "engines": {
@@ -1339,13 +1294,13 @@
       }
     },
     "node_modules/@typescript-eslint/scope-manager": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-5.9.0.tgz",
-      "integrity": "sha512-DKtdIL49Qxk2a8icF6whRk7uThuVz4A6TCXfjdJSwOsf+9ree7vgQWcx0KOyCdk0i9ETX666p4aMhrRhxhUkyg==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-5.10.0.tgz",
+      "integrity": "sha512-tgNgUgb4MhqK6DoKn3RBhyZ9aJga7EQrw+2/OiDk5hKf3pTVZWyqBi7ukP+Z0iEEDMF5FDa64LqODzlfE4O/Dg==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/visitor-keys": "5.9.0"
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/visitor-keys": "5.10.0"
       },
       "engines": {
         "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
@@ -1356,12 +1311,12 @@
       }
     },
     "node_modules/@typescript-eslint/type-utils": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-5.9.0.tgz",
-      "integrity": "sha512-uVCb9dJXpBrK1071ri5aEW7ZHdDHAiqEjYznF3HSSvAJXyrkxGOw2Ejibz/q6BXdT8lea8CMI0CzKNFTNI6TEQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-5.10.0.tgz",
+      "integrity": "sha512-TzlyTmufJO5V886N+hTJBGIfnjQDQ32rJYxPaeiyWKdjsv2Ld5l8cbS7pxim4DeNs62fKzRSt8Q14Evs4JnZyQ==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/experimental-utils": "5.9.0",
+        "@typescript-eslint/utils": "5.10.0",
         "debug": "^4.3.2",
         "tsutils": "^3.21.0"
       },
@@ -1382,9 +1337,9 @@
       }
     },
     "node_modules/@typescript-eslint/types": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-5.9.0.tgz",
-      "integrity": "sha512-mWp6/b56Umo1rwyGCk8fPIzb9Migo8YOniBGPAQDNC6C52SeyNGN4gsVwQTAR+RS2L5xyajON4hOLwAGwPtUwg==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-5.10.0.tgz",
+      "integrity": "sha512-wUljCgkqHsMZbw60IbOqT/puLfyqqD5PquGiBo1u1IS3PLxdi3RDGlyf032IJyh+eQoGhz9kzhtZa+VC4eWTlQ==",
       "dev": true,
       "engines": {
         "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
@@ -1395,13 +1350,13 @@
       }
     },
     "node_modules/@typescript-eslint/typescript-estree": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-5.9.0.tgz",
-      "integrity": "sha512-kxo3xL2mB7XmiVZcECbaDwYCt3qFXz99tBSuVJR4L/sR7CJ+UNAPrYILILktGj1ppfZ/jNt/cWYbziJUlHl1Pw==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-5.10.0.tgz",
+      "integrity": "sha512-x+7e5IqfwLwsxTdliHRtlIYkgdtYXzE0CkFeV6ytAqq431ZyxCFzNMNR5sr3WOlIG/ihVZr9K/y71VHTF/DUQA==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/visitor-keys": "5.9.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/visitor-keys": "5.10.0",
         "debug": "^4.3.2",
         "globby": "^11.0.4",
         "is-glob": "^4.0.3",
@@ -1421,13 +1376,59 @@
         }
       }
     },
+    "node_modules/@typescript-eslint/utils": {
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/utils/-/utils-5.10.0.tgz",
+      "integrity": "sha512-IGYwlt1CVcFoE2ueW4/ioEwybR60RAdGeiJX/iDAw0t5w0wK3S7QncDwpmsM70nKgGTuVchEWB8lwZwHqPAWRg==",
+      "dev": true,
+      "dependencies": {
+        "@types/json-schema": "^7.0.9",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/typescript-estree": "5.10.0",
+        "eslint-scope": "^5.1.1",
+        "eslint-utils": "^3.0.0"
+      },
+      "engines": {
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/typescript-eslint"
+      },
+      "peerDependencies": {
+        "eslint": "^6.0.0 || ^7.0.0 || ^8.0.0"
+      }
+    },
+    "node_modules/@typescript-eslint/utils/node_modules/eslint-scope": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
+      "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
+      "dev": true,
+      "dependencies": {
+        "esrecurse": "^4.3.0",
+        "estraverse": "^4.1.1"
+      },
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@typescript-eslint/utils/node_modules/estraverse": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
+      "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
+      "dev": true,
+      "engines": {
+        "node": ">=4.0"
+      }
+    },
     "node_modules/@typescript-eslint/visitor-keys": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-5.9.0.tgz",
-      "integrity": "sha512-6zq0mb7LV0ThExKlecvpfepiB+XEtFv/bzx7/jKSgyXTFD7qjmSu1FoiS0x3OZaiS+UIXpH2vd9O89f02RCtgw==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-5.10.0.tgz",
+      "integrity": "sha512-GMxj0K1uyrFLPKASLmZzCuSddmjZVbVj3Ouy5QVuIGKZopxvOr24JsS7gruz6C3GExE01mublZ3mIBOaon9zuQ==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/types": "5.9.0",
+        "@typescript-eslint/types": "5.10.0",
         "eslint-visitor-keys": "^3.0.0"
       },
       "engines": {
@@ -2426,16 +2427,16 @@
         "url": "https://opencollective.com/eslint"
       }
     },
-    "node_modules/eslint-config-google": {
-      "version": "0.14.0",
-      "resolved": "https://registry.npmjs.org/eslint-config-google/-/eslint-config-google-0.14.0.tgz",
-      "integrity": "sha512-WsbX4WbjuMvTdeVL6+J3rK1RGhCTqjsFjX7UMSMgZiyxxaNLkoJENbrGExzERFeoTpGw3F3FypTiWAP9ZXzkEw==",
+    "node_modules/eslint-config-prettier": {
+      "version": "8.3.0",
+      "resolved": "https://registry.npmjs.org/eslint-config-prettier/-/eslint-config-prettier-8.3.0.tgz",
+      "integrity": "sha512-BgZuLUSeKzvlL/VUjx/Yb787VQ26RU3gGjA3iiFvdsp/2bMfVIWUVP7tjxtjS0e+HP409cPlPvNkQloz8C91ew==",
       "dev": true,
-      "engines": {
-        "node": ">=0.10.0"
+      "bin": {
+        "eslint-config-prettier": "bin/cli.js"
       },
       "peerDependencies": {
-        "eslint": ">=5.16.0"
+        "eslint": ">=7.0.0"
       }
     },
     "node_modules/eslint-scope": {
@@ -2630,9 +2631,9 @@
       "dev": true
     },
     "node_modules/fast-glob": {
-      "version": "3.2.9",
-      "resolved": "https://registry.npmjs.org/fast-glob/-/fast-glob-3.2.9.tgz",
-      "integrity": "sha512-MBwILhhD92sziIrMQwpqcuGERF+BH99ei2a3XsGJuqEKcSycAL+w0HWokFenZXona+kjFr82Lf71eTxNRC06XQ==",
+      "version": "3.2.11",
+      "resolved": "https://registry.npmjs.org/fast-glob/-/fast-glob-3.2.11.tgz",
+      "integrity": "sha512-xrO3+1bxSo3ZVHAnqzyuewYT6aMFHRAd4Kcs92MAonjwQZLsK9d0SF1IyQ3k5PoirxTW0Oe/RqFgMQ6TcNE5Ew==",
       "dev": true,
       "dependencies": {
         "@nodelib/fs.stat": "^2.0.2",
@@ -4409,6 +4410,18 @@
         "node": ">= 0.8.0"
       }
     },
+    "node_modules/prettier": {
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/prettier/-/prettier-2.5.1.tgz",
+      "integrity": "sha512-vBZcPRUR5MZJwoyi3ZoyQlc1rXeEck8KgeC9AwwOn+exuxLxq5toTRDTSaVrXHxelDMHy9zlicw8u66yxoSUFg==",
+      "dev": true,
+      "bin": {
+        "prettier": "bin-prettier.js"
+      },
+      "engines": {
+        "node": ">=10.13.0"
+      }
+    },
     "node_modules/pretty-format": {
       "version": "27.4.2",
       "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-27.4.2.tgz",
@@ -6477,14 +6490,14 @@
       "dev": true
     },
     "@typescript-eslint/eslint-plugin": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.9.0.tgz",
-      "integrity": "sha512-qT4lr2jysDQBQOPsCCvpPUZHjbABoTJW8V9ZzIYKHMfppJtpdtzszDYsldwhFxlhvrp7aCHeXD1Lb9M1zhwWwQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.10.0.tgz",
+      "integrity": "sha512-XXVKnMsq2fuu9K2KsIxPUGqb6xAImz8MEChClbXmE3VbveFtBUU5bzM6IPVWqzyADIgdkS2Ws/6Xo7W2TeZWjQ==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/experimental-utils": "5.9.0",
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/type-utils": "5.9.0",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/type-utils": "5.10.0",
+        "@typescript-eslint/utils": "5.10.0",
         "debug": "^4.3.2",
         "functional-red-black-tree": "^1.0.1",
         "ignore": "^5.1.8",
@@ -6501,85 +6514,53 @@
         }
       }
     },
-    "@typescript-eslint/experimental-utils": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/experimental-utils/-/experimental-utils-5.9.0.tgz",
-      "integrity": "sha512-ZnLVjBrf26dn7ElyaSKa6uDhqwvAi4jBBmHK1VxuFGPRAxhdi18ubQYSGA7SRiFiES3q9JiBOBHEBStOFkwD2g==",
-      "dev": true,
-      "requires": {
-        "@types/json-schema": "^7.0.9",
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/typescript-estree": "5.9.0",
-        "eslint-scope": "^5.1.1",
-        "eslint-utils": "^3.0.0"
-      },
-      "dependencies": {
-        "eslint-scope": {
-          "version": "5.1.1",
-          "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
-          "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
-          "dev": true,
-          "requires": {
-            "esrecurse": "^4.3.0",
-            "estraverse": "^4.1.1"
-          }
-        },
-        "estraverse": {
-          "version": "4.3.0",
-          "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
-          "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
-          "dev": true
-        }
-      }
-    },
     "@typescript-eslint/parser": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-5.9.0.tgz",
-      "integrity": "sha512-/6pOPz8yAxEt4PLzgbFRDpZmHnXCeZgPDrh/1DaVKOjvn/UPMlWhbx/gA96xRi2JxY1kBl2AmwVbyROUqys5xQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-5.10.0.tgz",
+      "integrity": "sha512-pJB2CCeHWtwOAeIxv8CHVGJhI5FNyJAIpx5Pt72YkK3QfEzt6qAlXZuyaBmyfOdM62qU0rbxJzNToPTVeJGrQw==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/scope-manager": "5.9.0",
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/typescript-estree": "5.9.0",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/typescript-estree": "5.10.0",
         "debug": "^4.3.2"
       }
     },
     "@typescript-eslint/scope-manager": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-5.9.0.tgz",
-      "integrity": "sha512-DKtdIL49Qxk2a8icF6whRk7uThuVz4A6TCXfjdJSwOsf+9ree7vgQWcx0KOyCdk0i9ETX666p4aMhrRhxhUkyg==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-5.10.0.tgz",
+      "integrity": "sha512-tgNgUgb4MhqK6DoKn3RBhyZ9aJga7EQrw+2/OiDk5hKf3pTVZWyqBi7ukP+Z0iEEDMF5FDa64LqODzlfE4O/Dg==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/visitor-keys": "5.9.0"
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/visitor-keys": "5.10.0"
       }
     },
     "@typescript-eslint/type-utils": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-5.9.0.tgz",
-      "integrity": "sha512-uVCb9dJXpBrK1071ri5aEW7ZHdDHAiqEjYznF3HSSvAJXyrkxGOw2Ejibz/q6BXdT8lea8CMI0CzKNFTNI6TEQ==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-5.10.0.tgz",
+      "integrity": "sha512-TzlyTmufJO5V886N+hTJBGIfnjQDQ32rJYxPaeiyWKdjsv2Ld5l8cbS7pxim4DeNs62fKzRSt8Q14Evs4JnZyQ==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/experimental-utils": "5.9.0",
+        "@typescript-eslint/utils": "5.10.0",
         "debug": "^4.3.2",
         "tsutils": "^3.21.0"
       }
     },
     "@typescript-eslint/types": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-5.9.0.tgz",
-      "integrity": "sha512-mWp6/b56Umo1rwyGCk8fPIzb9Migo8YOniBGPAQDNC6C52SeyNGN4gsVwQTAR+RS2L5xyajON4hOLwAGwPtUwg==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-5.10.0.tgz",
+      "integrity": "sha512-wUljCgkqHsMZbw60IbOqT/puLfyqqD5PquGiBo1u1IS3PLxdi3RDGlyf032IJyh+eQoGhz9kzhtZa+VC4eWTlQ==",
       "dev": true
     },
     "@typescript-eslint/typescript-estree": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-5.9.0.tgz",
-      "integrity": "sha512-kxo3xL2mB7XmiVZcECbaDwYCt3qFXz99tBSuVJR4L/sR7CJ+UNAPrYILILktGj1ppfZ/jNt/cWYbziJUlHl1Pw==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-5.10.0.tgz",
+      "integrity": "sha512-x+7e5IqfwLwsxTdliHRtlIYkgdtYXzE0CkFeV6ytAqq431ZyxCFzNMNR5sr3WOlIG/ihVZr9K/y71VHTF/DUQA==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/types": "5.9.0",
-        "@typescript-eslint/visitor-keys": "5.9.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/visitor-keys": "5.10.0",
         "debug": "^4.3.2",
         "globby": "^11.0.4",
         "is-glob": "^4.0.3",
@@ -6587,13 +6568,45 @@
         "tsutils": "^3.21.0"
       }
     },
+    "@typescript-eslint/utils": {
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/utils/-/utils-5.10.0.tgz",
+      "integrity": "sha512-IGYwlt1CVcFoE2ueW4/ioEwybR60RAdGeiJX/iDAw0t5w0wK3S7QncDwpmsM70nKgGTuVchEWB8lwZwHqPAWRg==",
+      "dev": true,
+      "requires": {
+        "@types/json-schema": "^7.0.9",
+        "@typescript-eslint/scope-manager": "5.10.0",
+        "@typescript-eslint/types": "5.10.0",
+        "@typescript-eslint/typescript-estree": "5.10.0",
+        "eslint-scope": "^5.1.1",
+        "eslint-utils": "^3.0.0"
+      },
+      "dependencies": {
+        "eslint-scope": {
+          "version": "5.1.1",
+          "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
+          "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
+          "dev": true,
+          "requires": {
+            "esrecurse": "^4.3.0",
+            "estraverse": "^4.1.1"
+          }
+        },
+        "estraverse": {
+          "version": "4.3.0",
+          "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
+          "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
+          "dev": true
+        }
+      }
+    },
     "@typescript-eslint/visitor-keys": {
-      "version": "5.9.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-5.9.0.tgz",
-      "integrity": "sha512-6zq0mb7LV0ThExKlecvpfepiB+XEtFv/bzx7/jKSgyXTFD7qjmSu1FoiS0x3OZaiS+UIXpH2vd9O89f02RCtgw==",
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-5.10.0.tgz",
+      "integrity": "sha512-GMxj0K1uyrFLPKASLmZzCuSddmjZVbVj3Ouy5QVuIGKZopxvOr24JsS7gruz6C3GExE01mublZ3mIBOaon9zuQ==",
       "dev": true,
       "requires": {
-        "@typescript-eslint/types": "5.9.0",
+        "@typescript-eslint/types": "5.10.0",
         "eslint-visitor-keys": "^3.0.0"
       }
     },
@@ -7354,10 +7367,10 @@
         "v8-compile-cache": "^2.0.3"
       }
     },
-    "eslint-config-google": {
-      "version": "0.14.0",
-      "resolved": "https://registry.npmjs.org/eslint-config-google/-/eslint-config-google-0.14.0.tgz",
-      "integrity": "sha512-WsbX4WbjuMvTdeVL6+J3rK1RGhCTqjsFjX7UMSMgZiyxxaNLkoJENbrGExzERFeoTpGw3F3FypTiWAP9ZXzkEw==",
+    "eslint-config-prettier": {
+      "version": "8.3.0",
+      "resolved": "https://registry.npmjs.org/eslint-config-prettier/-/eslint-config-prettier-8.3.0.tgz",
+      "integrity": "sha512-BgZuLUSeKzvlL/VUjx/Yb787VQ26RU3gGjA3iiFvdsp/2bMfVIWUVP7tjxtjS0e+HP409cPlPvNkQloz8C91ew==",
       "dev": true,
       "requires": {}
     },
@@ -7499,9 +7512,9 @@
       "dev": true
     },
     "fast-glob": {
-      "version": "3.2.9",
-      "resolved": "https://registry.npmjs.org/fast-glob/-/fast-glob-3.2.9.tgz",
-      "integrity": "sha512-MBwILhhD92sziIrMQwpqcuGERF+BH99ei2a3XsGJuqEKcSycAL+w0HWokFenZXona+kjFr82Lf71eTxNRC06XQ==",
+      "version": "3.2.11",
+      "resolved": "https://registry.npmjs.org/fast-glob/-/fast-glob-3.2.11.tgz",
+      "integrity": "sha512-xrO3+1bxSo3ZVHAnqzyuewYT6aMFHRAd4Kcs92MAonjwQZLsK9d0SF1IyQ3k5PoirxTW0Oe/RqFgMQ6TcNE5Ew==",
       "dev": true,
       "requires": {
         "@nodelib/fs.stat": "^2.0.2",
@@ -8870,6 +8883,12 @@
       "integrity": "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==",
       "dev": true
     },
+    "prettier": {
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/prettier/-/prettier-2.5.1.tgz",
+      "integrity": "sha512-vBZcPRUR5MZJwoyi3ZoyQlc1rXeEck8KgeC9AwwOn+exuxLxq5toTRDTSaVrXHxelDMHy9zlicw8u66yxoSUFg==",
+      "dev": true
+    },
     "pretty-format": {
       "version": "27.4.2",
       "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-27.4.2.tgz",
diff --git a/package.json b/package.json
index ac12020..36bfcd1 100644
--- a/package.json
+++ b/package.json
@@ -11,7 +11,7 @@
   "scripts": {
     "build": "rollup -c",
     "lint": "eslint --ignore-path .gitignore .",
-    "fix": "eslint --fix --ext .ts src",
+    "fix": "prettier --ignore-path .gitignore --write . ; eslint --fix --ext .ts src",
     "test": "jest"
   },
   "repository": {
@@ -32,11 +32,12 @@
   "homepage": "https://github.com/cinar/indicatorts#readme",
   "devDependencies": {
     "@types/jest": "^27.0.3",
-    "@typescript-eslint/eslint-plugin": "^5.9.0",
-    "@typescript-eslint/parser": "^5.9.0",
+    "@typescript-eslint/eslint-plugin": "^5.10.0",
+    "@typescript-eslint/parser": "^5.10.0",
     "eslint": "^8.6.0",
-    "eslint-config-google": "^0.14.0",
+    "eslint-config-prettier": "^8.3.0",
     "jest": "^27.4.5",
+    "prettier": "^2.5.1",
     "rollup": "^2.63.0",
     "rollup-plugin-ts": "^2.0.5",
     "ts-jest": "^27.1.2",
diff --git a/rollup.config.js b/rollup.config.js
index fd7c8e5..48e55e0 100644
--- a/rollup.config.js
+++ b/rollup.config.js
@@ -12,8 +12,5 @@ export default {
       format: 'es',
     },
   ],
-  plugins: [
-    ts(),
-  ],
+  plugins: [ts()],
 };
-
diff --git a/src/backtest/backtest.ts b/src/backtest/backtest.ts
index fd9842f..034771b 100644
--- a/src/backtest/backtest.ts
+++ b/src/backtest/backtest.ts
@@ -1,10 +1,10 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {applyActions} from '../strategy/action';
-import {Asset} from '../strategy/asset';
-import {StrategyInfo} from './strategyInfo';
-import {StrategyResult} from './strategyResult';
+import { applyActions } from '../strategy/action';
+import { Asset } from '../strategy/asset';
+import { StrategyInfo } from './strategyInfo';
+import { StrategyResult } from './strategyResult';
 
 /**
  * Backtests the given strategies.
@@ -13,7 +13,10 @@ import {StrategyResult} from './strategyResult';
  * @param infos strategy infos.
  * @return strategy results.
  */
-export function backtest(asset: Asset, infos: StrategyInfo[]): StrategyResult[] {
+export function backtest(
+  asset: Asset,
+  infos: StrategyInfo[]
+): StrategyResult[] {
   const result = new Array<StrategyResult>(infos.length);
 
   for (let i = 0; i < result.length; i++) {
diff --git a/src/backtest/companyResult.ts b/src/backtest/companyResult.ts
index 4ac3842..a97c0f5 100644
--- a/src/backtest/companyResult.ts
+++ b/src/backtest/companyResult.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {StrategyResult} from './strategyResult';
-import {CompanyInfo} from '../company/companyInfo';
+import { StrategyResult } from './strategyResult';
+import { CompanyInfo } from '../company/companyInfo';
 
 /**
  * Company result.
@@ -32,33 +32,29 @@ export enum CompanyResultSortBy {
  * @return sorted results.
  */
 export function sortCompanyResults(
-    companyResults: CompanyResult[],
-    sortBy: CompanyResultSortBy,
-    ascending: boolean,
+  companyResults: CompanyResult[],
+  sortBy: CompanyResultSortBy,
+  ascending: boolean
 ): CompanyResult[] {
   let sorted: CompanyResult[] = [];
 
   switch (sortBy) {
     case CompanyResultSortBy.SYMBOL:
       sorted = companyResults.sort((a, b) => {
-        return a.companyInfo.symbol.localeCompare(
-            b.companyInfo.symbol,
-        );
+        return a.companyInfo.symbol.localeCompare(b.companyInfo.symbol);
       });
       break;
 
     case CompanyResultSortBy.NAME:
       sorted = companyResults.sort((a, b) => {
-        return a.companyInfo.name.localeCompare(
-            b.companyInfo.name,
-        );
+        return a.companyInfo.name.localeCompare(b.companyInfo.name);
       });
       break;
 
     case CompanyResultSortBy.STRATEGY:
       sorted = companyResults.sort((a, b) => {
         return a.strategyResults[0].info.name.localeCompare(
-            b.strategyResults[0].info.name,
+          b.strategyResults[0].info.name
         );
       });
       break;
@@ -71,7 +67,9 @@ export function sortCompanyResults(
 
     case CompanyResultSortBy.ACTION:
       sorted = companyResults.sort((a, b) => {
-        return a.strategyResults[0].lastAction - b.strategyResults[0].lastAction;
+        return (
+          a.strategyResults[0].lastAction - b.strategyResults[0].lastAction
+        );
       });
       break;
   }
diff --git a/src/backtest/strategyInfo.ts b/src/backtest/strategyInfo.ts
index 572d92e..570a69a 100644
--- a/src/backtest/strategyInfo.ts
+++ b/src/backtest/strategyInfo.ts
@@ -1,34 +1,34 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {buyAndHoldStrategy} from '../strategy/buyAndHoldStrategy';
-import {awesomeOscillatorStrategy} from '../strategy/momentum/awesomeOscillatorStrategy';
-import {ichimokuCloudStrategy} from '../strategy/momentum/ichimokuCloudStrategy';
-import {stochasticOscillatorStrategy} from '../strategy/momentum/stochasticOscillatorStrategy';
-import {williamsRStrategy} from '../strategy/momentum/williamsRStrategy';
-import {StrategyFunction} from '../strategy/strategyFunction';
-import {defaultAbsolutePriceOscillatorStrategy} from '../strategy/trend/absolutePriceOscillatorStrategy';
-import {aroonStrategy} from '../strategy/trend/aroonStrategy';
-import {balanceOfPowerStrategy} from '../strategy/trend/balanceOfPowerStrategy';
-import {chandeForecastOscillatorStrategy} from '../strategy/trend/chandeForecastOscillatorStrategy';
-import {kdjStrategy} from '../strategy/trend/kdjStrategy';
-import {macdStrategy} from '../strategy/trend/macdStrategy';
-import {parabolicSarStrategy} from '../strategy/trend/parabolicSarStrategy';
-import {typicalPriceStrategy} from '../strategy/trend/typicalPriceStrategy';
-import {vortexStrategy} from '../strategy/trend/vortexStrategy';
-import {accelerationBandsStrategy} from '../strategy/volatility/accelerationBandsStrategy';
-import {bollingerBandsStrategy} from '../strategy/volatility/bollingerBandsStrategy';
-import {projectionOscillatorStrategy} from '../strategy/volatility/projectionOscillatorStrategy';
-import {chaikinMoneyFlowStrategy} from '../strategy/volume/chaikinMoneyFlowStrategy';
-import {easeOfMovementStrategy} from '../strategy/volume/easeOfMovementStrategy';
-import {forceIndexStrategy} from '../strategy/volume/forceIndexStrategy';
-import {moneyFlowIndexStrategy} from '../strategy/volume/moneyFlowIndexStrategy';
-import {negativeVolumeIndexStrategy} from '../strategy/volume/negativeVolumeIndexStrategy';
-import {volumeWeightedAveragePriceStrategy} from '../strategy/volume/volumeWeightedAveragePriceStrategy';
+import { buyAndHoldStrategy } from '../strategy/buyAndHoldStrategy';
+import { awesomeOscillatorStrategy } from '../strategy/momentum/awesomeOscillatorStrategy';
+import { ichimokuCloudStrategy } from '../strategy/momentum/ichimokuCloudStrategy';
+import { stochasticOscillatorStrategy } from '../strategy/momentum/stochasticOscillatorStrategy';
+import { williamsRStrategy } from '../strategy/momentum/williamsRStrategy';
+import { StrategyFunction } from '../strategy/strategyFunction';
+import { defaultAbsolutePriceOscillatorStrategy } from '../strategy/trend/absolutePriceOscillatorStrategy';
+import { aroonStrategy } from '../strategy/trend/aroonStrategy';
+import { balanceOfPowerStrategy } from '../strategy/trend/balanceOfPowerStrategy';
+import { chandeForecastOscillatorStrategy } from '../strategy/trend/chandeForecastOscillatorStrategy';
+import { kdjStrategy } from '../strategy/trend/kdjStrategy';
+import { macdStrategy } from '../strategy/trend/macdStrategy';
+import { parabolicSarStrategy } from '../strategy/trend/parabolicSarStrategy';
+import { typicalPriceStrategy } from '../strategy/trend/typicalPriceStrategy';
+import { vortexStrategy } from '../strategy/trend/vortexStrategy';
+import { accelerationBandsStrategy } from '../strategy/volatility/accelerationBandsStrategy';
+import { bollingerBandsStrategy } from '../strategy/volatility/bollingerBandsStrategy';
+import { projectionOscillatorStrategy } from '../strategy/volatility/projectionOscillatorStrategy';
+import { chaikinMoneyFlowStrategy } from '../strategy/volume/chaikinMoneyFlowStrategy';
+import { easeOfMovementStrategy } from '../strategy/volume/easeOfMovementStrategy';
+import { forceIndexStrategy } from '../strategy/volume/forceIndexStrategy';
+import { moneyFlowIndexStrategy } from '../strategy/volume/moneyFlowIndexStrategy';
+import { negativeVolumeIndexStrategy } from '../strategy/volume/negativeVolumeIndexStrategy';
+import { volumeWeightedAveragePriceStrategy } from '../strategy/volume/volumeWeightedAveragePriceStrategy';
 
 /**
-  * Strategy info.
-  */
+ * Strategy info.
+ */
 export interface StrategyInfo {
   name: string;
   strategy: StrategyFunction;
diff --git a/src/backtest/strategyResult.ts b/src/backtest/strategyResult.ts
index 75cb3e2..74fcf66 100644
--- a/src/backtest/strategyResult.ts
+++ b/src/backtest/strategyResult.ts
@@ -1,12 +1,12 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Action} from '../strategy/action';
-import {StrategyInfo} from './strategyInfo';
+import { Action } from '../strategy/action';
+import { StrategyInfo } from './strategyInfo';
 
 /**
-  * Strategy result.
-  */
+ * Strategy result.
+ */
 export interface StrategyResult {
   info: StrategyInfo;
   gain: number;
diff --git a/src/backtest/strategyStats.ts b/src/backtest/strategyStats.ts
index 2417742..7634b81 100644
--- a/src/backtest/strategyStats.ts
+++ b/src/backtest/strategyStats.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {CompanyResult} from './companyResult';
-import {StrategyInfo} from './strategyInfo';
-import {StrategyResult} from './strategyResult';
+import { CompanyResult } from './companyResult';
+import { StrategyInfo } from './strategyInfo';
+import { StrategyResult } from './strategyResult';
 
 /**
  * Strategy stats.
@@ -51,7 +51,9 @@ function updateStrategyStats(stats: StrategyStats, result: StrategyResult) {
  * @param companyResults company results.
  * @return stats array.
  */
-export function computeStrategyStats(companyResults: CompanyResult[]): StrategyStats[] {
+export function computeStrategyStats(
+  companyResults: CompanyResult[]
+): StrategyStats[] {
   const statsMap = new Map<string, StrategyStats>();
 
   for (const companyResult of companyResults) {
@@ -61,8 +63,7 @@ export function computeStrategyStats(companyResults: CompanyResult[]): StrategyS
     if (strategyStats !== undefined) {
       updateStrategyStats(strategyStats, strategyResult);
     } else {
-      statsMap.set(strategyResult.info.name,
-          newStrategyStats(strategyResult));
+      statsMap.set(strategyResult.info.name, newStrategyStats(strategyResult));
     }
   }
 
@@ -80,7 +81,7 @@ export enum StrategyStatsSortBy {
   SCORE,
   MIN,
   MAX,
-  AVERAGE
+  AVERAGE,
 }
 
 /**
@@ -92,15 +93,17 @@ export enum StrategyStatsSortBy {
  * @return sorted stats.
  */
 export function sortStrategyStats(
-    strategyStats: StrategyStats[],
-    sortBy: StrategyStatsSortBy,
-    ascending: boolean,
+  strategyStats: StrategyStats[],
+  sortBy: StrategyStatsSortBy,
+  ascending: boolean
 ): StrategyStats[] {
   let sorted: StrategyStats[] = [];
 
   switch (sortBy) {
     case StrategyStatsSortBy.STRATEGY:
-      sorted = strategyStats.sort((a, b) => a.strategyInfo.name.localeCompare(b.strategyInfo.name));
+      sorted = strategyStats.sort((a, b) =>
+        a.strategyInfo.name.localeCompare(b.strategyInfo.name)
+      );
       break;
 
     case StrategyStatsSortBy.SCORE:
diff --git a/src/chart/chart.ts b/src/chart/chart.ts
index c79edaa..a45c395 100644
--- a/src/chart/chart.ts
+++ b/src/chart/chart.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigits} from '../helper/numArray';
-import {NumRange} from './numRange';
-import {NumScaler} from './numScaler';
+import { roundDigits } from '../helper/numArray';
+import { NumRange } from './numRange';
+import { NumScaler } from './numScaler';
 
 const DEFAULT_STYLE = 'black';
 const DEFAULT_WIDTH = 1;
@@ -19,10 +19,10 @@ const DEFAULT_RANGE = new NumRange(0, 1);
  * Data set.
  */
 export interface DataSet {
-  legend: string,
-  values: number[],
-  style?: string | string[],
-  width?: number,
+  legend: string;
+  values: number[];
+  style?: string | string[];
+  width?: number;
 }
 
 /**
@@ -184,14 +184,16 @@ export class Chart {
     this.context.textBaseline = 'bottom';
 
     for (const dataSet of this.dataSets.values()) {
-      if ((index >= 0) && (index < dataSet.values.length)) {
-        const text = dataSet.legend + ' ' + roundDigits(2, dataSet.values[index]).toString();
+      if (index >= 0 && index < dataSet.values.length) {
+        const text =
+          dataSet.legend +
+          ' ' +
+          roundDigits(2, dataSet.values[index]).toString();
 
         this.context.fillStyle = this.styleAtIndex(dataSet, index);
-        this.context.fillText(text, xOffset,
-            this.canvas.height - LEGEND_GAP);
+        this.context.fillText(text, xOffset, this.canvas.height - LEGEND_GAP);
 
-        xOffset += (this.context.measureText(text).width + LEGEND_GAP);
+        xOffset += this.context.measureText(text).width + LEGEND_GAP;
       }
     }
   }
@@ -213,17 +215,18 @@ export class Chart {
     }
 
     this.xScaler = new NumScaler(
-        new NumRange(0, Math.max(
-            ...Array.from(this.dataSets.values(), (d) => d.values.length)),
-        ),
-        new NumRange(0, this.canvas.width),
+      new NumRange(
+        0,
+        Math.max(...Array.from(this.dataSets.values(), (d) => d.values.length))
+      ),
+      new NumRange(0, this.canvas.width)
     );
 
     this.yScaler = new NumScaler(
-        NumRange.merge(
-            Array.from(this.dataSets.values(), (d) => NumRange.from(d.values)),
-        ),
-        new NumRange(0, this.chartHeight()),
+      NumRange.merge(
+        Array.from(this.dataSets.values(), (d) => NumRange.from(d.values))
+      ),
+      new NumRange(0, this.chartHeight())
     );
   }
 
diff --git a/src/chart/numRange.ts b/src/chart/numRange.ts
index 8840b1d..bb45c24 100644
--- a/src/chart/numRange.ts
+++ b/src/chart/numRange.ts
@@ -48,10 +48,9 @@ export class NumRange {
    * @return merged ranges.
    */
   static merge(ranges: NumRange[]): NumRange {
-    return ranges.reduce((p, c) => new NumRange(
-        Math.min(p.min, c.min),
-        Math.max(p.max, c.max),
-    ));
+    return ranges.reduce(
+      (p, c) => new NumRange(Math.min(p.min, c.min), Math.max(p.max, c.max))
+    );
   }
 
   /**
@@ -60,10 +59,6 @@ export class NumRange {
    * @return range of the values.
    */
   static from(values: number[]): NumRange {
-    return new NumRange(
-        Math.min(...values),
-        Math.max(...values),
-    );
+    return new NumRange(Math.min(...values), Math.max(...values));
   }
 }
-
diff --git a/src/chart/numScaler.ts b/src/chart/numScaler.ts
index fcbc6a8..92a642d 100644
--- a/src/chart/numScaler.ts
+++ b/src/chart/numScaler.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {NumRange} from './numRange';
+import { NumRange } from './numRange';
 
 /**
  * Numeric scaler.
@@ -28,7 +28,7 @@ export class NumScaler {
    * @return scaled value.
    */
   scale(n: number): number {
-    return ((n - this.fromDelta) * this.multiplier) + this.toDelta;
+    return (n - this.fromDelta) * this.multiplier + this.toDelta;
   }
 
   /**
@@ -37,6 +37,6 @@ export class NumScaler {
    * @return descaled value.
    */
   descale(n: number): number {
-    return ((n - this.toDelta) / this.multiplier) + this.fromDelta;
+    return (n - this.toDelta) / this.multiplier + this.fromDelta;
   }
 }
diff --git a/src/company/companyInfo.ts b/src/company/companyInfo.ts
index 454a0e5..cae28b6 100644
--- a/src/company/companyInfo.ts
+++ b/src/company/companyInfo.ts
@@ -15,510 +15,3030 @@ export interface CompanyInfo {
  * SP500 companies.
  */
 export const SP500_COMPANIES: CompanyInfo[] = [
-  {symbol: 'SPY', name: 'S&P 500 Composite Index', sector: 'Composite Index', subIndustry: 'Composite Index'},
-  {symbol: 'A', name: 'Agilent Technologies', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'AAL', name: 'American Airlines Group', sector: 'Industrials', subIndustry: 'Airlines'},
-  {symbol: 'AAP', name: 'Advance Auto Parts', sector: 'Consumer Discretionary', subIndustry: 'Automotive Retail'},
-  {symbol: 'AAPL', name: 'Apple', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'ABBV', name: 'AbbVie', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'ABC', name: 'AmerisourceBergen', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'ABMD', name: 'Abiomed', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'ABT', name: 'Abbott Laboratories', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'ACN', name: 'Accenture', sector: 'Information Technology', subIndustry: 'IT Consulting & Other Services'},
-  {symbol: 'ADBE', name: 'Adobe', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'ADI', name: 'Analog Devices', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'ADM', name: 'ADM', sector: 'Consumer Staples', subIndustry: 'Agricultural Products'},
-  {symbol: 'ADP', name: 'Automatic Data Processing', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'ADSK', name: 'Autodesk', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'AEE', name: 'Ameren Corp', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'AEP', name: 'American Electric Power', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'AES', name: 'AES Corp', sector: 'Utilities', subIndustry: 'Independent Power Producers & Energy Traders'},
-  {symbol: 'AFL', name: 'Aflac', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'AIG', name: 'American International Group', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'AIZ', name: 'Assurant', sector: 'Financials', subIndustry: 'Multi-line Insurance'},
-  {symbol: 'AJG', name: 'Arthur J. Gallagher & Co.', sector: 'Financials', subIndustry: 'Insurance Brokers'},
-  {symbol: 'AKAM', name: 'Akamai Technologies', sector: 'Information Technology', subIndustry: 'Internet Services & Infrastructure'},
-  {symbol: 'ALB', name: 'Albemarle Corporation', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'ALGN', name: 'Align Technology', sector: 'Health Care', subIndustry: 'Health Care Supplies'},
-  {symbol: 'ALK', name: 'Alaska Air Group', sector: 'Industrials', subIndustry: 'Airlines'},
-  {symbol: 'ALL', name: 'Allstate Corp', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'ALLE', name: 'Allegion', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'AMAT', name: 'Applied Materials', sector: 'Information Technology', subIndustry: 'Semiconductor Equipment'},
-  {symbol: 'AMCR', name: 'Amcor', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'AMD', name: 'Advanced Micro Devices', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'AME', name: 'Ametek', sector: 'Industrials', subIndustry: 'Electrical Components & Equipment'},
-  {symbol: 'AMGN', name: 'Amgen', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'AMP', name: 'Ameriprise Financial', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'AMT', name: 'American Tower', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'AMZN', name: 'Amazon', sector: 'Consumer Discretionary', subIndustry: 'Internet & Direct Marketing Retail'},
-  {symbol: 'ANET', name: 'Arista Networks', sector: 'Information Technology', subIndustry: 'Communications Equipment'},
-  {symbol: 'ANSS', name: 'Ansys', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'ANTM', name: 'Anthem', sector: 'Health Care', subIndustry: 'Managed Health Care'},
-  {symbol: 'AON', name: 'Aon', sector: 'Financials', subIndustry: 'Insurance Brokers'},
-  {symbol: 'AOS', name: 'A. O. Smith', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'APA', name: 'APA Corporation', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'APD', name: 'Air Products & Chemicals', sector: 'Materials', subIndustry: 'Industrial Gases'},
-  {symbol: 'APH', name: 'Amphenol Corp', sector: 'Information Technology', subIndustry: 'Electronic Components'},
-  {symbol: 'APTV', name: 'Aptiv', sector: 'Consumer Discretionary', subIndustry: 'Auto Parts & Equipment'},
-  {symbol: 'ARE', name: 'Alexandria Real Estate Equities', sector: 'Real Estate', subIndustry: 'Office REITs'},
-  {symbol: 'ATO', name: 'Atmos Energy', sector: 'Utilities', subIndustry: 'Gas Utilities'},
-  {symbol: 'ATVI', name: 'Activision Blizzard', sector: 'Communication Services', subIndustry: 'Interactive Home Entertainment'},
-  {symbol: 'AVB', name: 'AvalonBay Communities', sector: 'Real Estate', subIndustry: 'Residential REITs'},
-  {symbol: 'AVGO', name: 'Broadcom', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'AVY', name: 'Avery Dennison', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'AWK', name: 'American Water Works', sector: 'Utilities', subIndustry: 'Water Utilities'},
-  {symbol: 'AXP', name: 'American Express', sector: 'Financials', subIndustry: 'Consumer Finance'},
-  {symbol: 'AZO', name: 'AutoZone', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'BA', name: 'Boeing Company', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'BAC', name: 'Bank of America', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'BAX', name: 'Baxter International', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'BBWI', name: 'Bath & Body Works, Inc.', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'BBY', name: 'Best Buy', sector: 'Consumer Discretionary', subIndustry: 'Computer & Electronics Retail'},
-  {symbol: 'BDX', name: 'Becton Dickinson', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'BEN', name: 'Franklin Resources', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'BF.B', name: 'Brown–Forman', sector: 'Consumer Staples', subIndustry: 'Distillers & Vintners'},
-  {symbol: 'BIIB', name: 'Biogen', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'BIO', name: 'Bio-Rad Laboratories', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'BK', name: 'BNY Mellon', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'BKNG', name: 'Booking Holdings', sector: 'Consumer Discretionary', subIndustry: 'Internet & Direct Marketing Retail'},
-  {symbol: 'BKR', name: 'Baker Hughes', sector: 'Energy', subIndustry: 'Oil & Gas Equipment & Services'},
-  {symbol: 'BLK', name: 'BlackRock', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'BLL', name: 'Ball Corp', sector: 'Materials', subIndustry: 'Metal & Glass Containers'},
-  {symbol: 'BMY', name: 'Bristol-Myers Squibb', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'BR', name: 'Broadridge Financial Solutions', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'BRK.B', name: 'Berkshire Hathaway', sector: 'Financials', subIndustry: 'Multi-Sector Holdings'},
-  {symbol: 'BSX', name: 'Boston Scientific', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'BWA', name: 'BorgWarner', sector: 'Consumer Discretionary', subIndustry: 'Auto Parts & Equipment'},
-  {symbol: 'BXP', name: 'Boston Properties', sector: 'Real Estate', subIndustry: 'Office REITs'},
-  {symbol: 'C', name: 'Citigroup', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'CAG', name: 'Conagra Brands', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'CAH', name: 'Cardinal Health', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'CARR', name: 'Carrier Global', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'CAT', name: 'Caterpillar', sector: 'Industrials', subIndustry: 'Construction Machinery & Heavy Trucks'},
-  {symbol: 'CB', name: 'Chubb', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'CBOE', name: 'Cboe Global Markets', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'CBRE', name: 'CBRE', sector: 'Real Estate', subIndustry: 'Real Estate Services'},
-  {symbol: 'CCI', name: 'Crown Castle', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'CCL', name: 'Carnival Corporation', sector: 'Consumer Discretionary', subIndustry: 'Hotels, Resorts & Cruise Lines'},
-  {symbol: 'CDNS', name: 'Cadence Design Systems', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'CDW', name: 'CDW', sector: 'Information Technology', subIndustry: 'Technology Distributors'},
-  {symbol: 'CE', name: 'Celanese', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'CERN', name: 'Cerner', sector: 'Health Care', subIndustry: 'Health Care Technology'},
-  {symbol: 'CF', name: 'CF Industries', sector: 'Materials', subIndustry: 'Fertilizers & Agricultural Chemicals'},
-  {symbol: 'CFG', name: 'Citizens Financial Group', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'CHD', name: 'Church & Dwight', sector: 'Consumer Staples', subIndustry: 'Household Products'},
-  {symbol: 'CHRW', name: 'C. H. Robinson', sector: 'Industrials', subIndustry: 'Air Freight & Logistics'},
-  {symbol: 'CHTR', name: 'Charter Communications', sector: 'Communication Services', subIndustry: 'Cable & Satellite'},
-  {symbol: 'CI', name: 'Cigna', sector: 'Health Care', subIndustry: 'Managed Health Care'},
-  {symbol: 'CINF', name: 'Cincinnati Financial', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'CL', name: 'Colgate-Palmolive', sector: 'Consumer Staples', subIndustry: 'Household Products'},
-  {symbol: 'CLX', name: 'Clorox', sector: 'Consumer Staples', subIndustry: 'Household Products'},
-  {symbol: 'CMA', name: 'Comerica', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'CMCSA', name: 'Comcast', sector: 'Communication Services', subIndustry: 'Cable & Satellite'},
-  {symbol: 'CME', name: 'CME Group', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'CMG', name: 'Chipotle Mexican Grill', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'CMI', name: 'Cummins', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'CMS', name: 'CMS Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'CNC', name: 'Centene Corporation', sector: 'Health Care', subIndustry: 'Managed Health Care'},
-  {symbol: 'CNP', name: 'CenterPoint Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'COF', name: 'Capital One Financial', sector: 'Financials', subIndustry: 'Consumer Finance'},
-  {symbol: 'COG', name: 'Cabot Oil & Gas', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'COO', name: 'The Cooper Companies', sector: 'Health Care', subIndustry: 'Health Care Supplies'},
-  {symbol: 'COP', name: 'ConocoPhillips', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'COST', name: 'Costco', sector: 'Consumer Staples', subIndustry: 'Hypermarkets & Super Centers'},
-  {symbol: 'CPB', name: 'Campbell Soup', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'CPRT', name: 'Copart', sector: 'Industrials', subIndustry: 'Diversified Support Services'},
-  {symbol: 'CRL', name: 'Charles River Laboratories', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'CRM', name: 'Salesforce', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'CSCO', name: 'Cisco Systems', sector: 'Information Technology', subIndustry: 'Communications Equipment'},
-  {symbol: 'CSX', name: 'CSX', sector: 'Industrials', subIndustry: 'Railroads'},
-  {symbol: 'CTAS', name: 'Cintas Corporation', sector: 'Industrials', subIndustry: 'Diversified Support Services'},
-  {symbol: 'CTLT', name: 'Catalent', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'CTSH', name: 'Cognizant Technology Solutions', sector: 'Information Technology', subIndustry: 'IT Consulting & Other Services'},
-  {symbol: 'CTVA', name: 'Corteva', sector: 'Materials', subIndustry: 'Fertilizers & Agricultural Chemicals'},
-  {symbol: 'CTXS', name: 'Citrix Systems', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'CVS', name: 'CVS Health', sector: 'Health Care', subIndustry: 'Health Care Services'},
-  {symbol: 'CVX', name: 'Chevron Corporation', sector: 'Energy', subIndustry: 'Integrated Oil & Gas'},
-  {symbol: 'CZR', name: 'Caesars Entertainment', sector: 'Consumer Discretionary', subIndustry: 'Casinos & Gaming'},
-  {symbol: 'D', name: 'Dominion Energy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'DAL', name: 'Delta Air Lines', sector: 'Industrials', subIndustry: 'Airlines'},
-  {symbol: 'DD', name: 'DuPont', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'DE', name: 'Deere & Co.', sector: 'Industrials', subIndustry: 'Agricultural & Farm Machinery'},
-  {symbol: 'DFS', name: 'Discover Financial Services', sector: 'Financials', subIndustry: 'Consumer Finance'},
-  {symbol: 'DG', name: 'Dollar General', sector: 'Consumer Discretionary', subIndustry: 'General Merchandise Stores'},
-  {symbol: 'DGX', name: 'Quest Diagnostics', sector: 'Health Care', subIndustry: 'Health Care Services'},
-  {symbol: 'DHI', name: 'D. R. Horton', sector: 'Consumer Discretionary', subIndustry: 'Homebuilding'},
-  {symbol: 'DHR', name: 'Danaher Corporation', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'DIS', name: 'The Walt Disney Company', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'DISCA', name: 'Discovery (Series A)', sector: 'Communication Services', subIndustry: 'Broadcasting'},
-  {symbol: 'DISCK', name: 'Discovery (Series C)', sector: 'Communication Services', subIndustry: 'Broadcasting'},
-  {symbol: 'DISH', name: 'Dish Network', sector: 'Communication Services', subIndustry: 'Cable & Satellite'},
-  {symbol: 'DLR', name: 'Digital Realty Trust', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'DLTR', name: 'Dollar Tree', sector: 'Consumer Discretionary', subIndustry: 'General Merchandise Stores'},
-  {symbol: 'DOV', name: 'Dover Corporation', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'DOW', name: 'Dow', sector: 'Materials', subIndustry: 'Commodity Chemicals'},
-  {symbol: 'DPZ', name: 'Domino\'s Pizza', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'DRE', name: 'Duke Realty Corp', sector: 'Real Estate', subIndustry: 'Industrial REITs'},
-  {symbol: 'DRI', name: 'Darden Restaurants', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'DTE', name: 'DTE Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'DUK', name: 'Duke Energy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'DVA', name: 'DaVita', sector: 'Health Care', subIndustry: 'Health Care Facilities'},
-  {symbol: 'DVN', name: 'Devon Energy', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'DXC', name: 'DXC Technology', sector: 'Information Technology', subIndustry: 'IT Consulting & Other Services'},
-  {symbol: 'DXCM', name: 'DexCom', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'EA', name: 'Electronic Arts', sector: 'Communication Services', subIndustry: 'Interactive Home Entertainment'},
-  {symbol: 'EBAY', name: 'eBay', sector: 'Consumer Discretionary', subIndustry: 'Internet & Direct Marketing Retail'},
-  {symbol: 'ECL', name: 'Ecolab', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'ED', name: 'Consolidated Edison', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'EFX', name: 'Equifax', sector: 'Industrials', subIndustry: 'Research & Consulting Services'},
-  {symbol: 'EIX', name: 'Edison International', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'EL', name: 'Estée Lauder Companies', sector: 'Consumer Staples', subIndustry: 'Personal Products'},
-  {symbol: 'EMN', name: 'Eastman Chemical', sector: 'Materials', subIndustry: 'Diversified Chemicals'},
-  {symbol: 'EMR', name: 'Emerson Electric Company', sector: 'Industrials', subIndustry: 'Electrical Components & Equipment'},
-  {symbol: 'ENPH', name: 'Enphase Energy', sector: 'Information Technology', subIndustry: 'Electronic Components'},
-  {symbol: 'EOG', name: 'EOG Resources', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'EQIX', name: 'Equinix', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'EQR', name: 'Equity Residential', sector: 'Real Estate', subIndustry: 'Residential REITs'},
-  {symbol: 'ES', name: 'Eversource Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'ESS', name: 'Essex Property Trust', sector: 'Real Estate', subIndustry: 'Residential REITs'},
-  {symbol: 'ETN', name: 'Eaton Corporation', sector: 'Industrials', subIndustry: 'Electrical Components & Equipment'},
-  {symbol: 'ETR', name: 'Entergy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'ETSY', name: 'Etsy', sector: 'Consumer Discretionary', subIndustry: 'Internet & Direct Marketing Retail'},
-  {symbol: 'EVRG', name: 'Evergy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'EW', name: 'Edwards Lifesciences', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'EXC', name: 'Exelon', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'EXPD', name: 'Expeditors', sector: 'Industrials', subIndustry: 'Air Freight & Logistics'},
-  {symbol: 'EXPE', name: 'Expedia Group', sector: 'Consumer Discretionary', subIndustry: 'Internet & Direct Marketing Retail'},
-  {symbol: 'EXR', name: 'Extra Space Storage', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'F', name: 'Ford', sector: 'Consumer Discretionary', subIndustry: 'Automobile Manufacturers'},
-  {symbol: 'FANG', name: 'Diamondback Energy', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'FAST', name: 'Fastenal', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'FB', name: 'Facebook', sector: 'Communication Services', subIndustry: 'Interactive Media & Services'},
-  {symbol: 'FBHS', name: 'Fortune Brands Home & Security', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'FCX', name: 'Freeport-McMoRan', sector: 'Materials', subIndustry: 'Copper'},
-  {symbol: 'FDX', name: 'FedEx', sector: 'Industrials', subIndustry: 'Air Freight & Logistics'},
-  {symbol: 'FE', name: 'FirstEnergy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'FFIV', name: 'F5 Networks', sector: 'Information Technology', subIndustry: 'Communications Equipment'},
-  {symbol: 'FIS', name: 'Fidelity National Information Services', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'FISV', name: 'Fiserv', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'FITB', name: 'Fifth Third Bancorp', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'FLT', name: 'Fleetcor', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'FMC', name: 'FMC Corporation', sector: 'Materials', subIndustry: 'Fertilizers & Agricultural Chemicals'},
-  {symbol: 'FOX', name: 'Fox Corporation (Class B)', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'FOXA', name: 'Fox Corporation (Class A)', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'FRC', name: 'First Republic Bank', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'FRT', name: 'Federal Realty Investment Trust', sector: 'Real Estate', subIndustry: 'Retail REITs'},
-  {symbol: 'FTNT', name: 'Fortinet', sector: 'Information Technology', subIndustry: 'Systems Software'},
-  {symbol: 'FTV', name: 'Fortive', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'GD', name: 'General Dynamics', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'GE', name: 'General Electric', sector: 'Industrials', subIndustry: 'Industrial Conglomerates'},
-  {symbol: 'GILD', name: 'Gilead Sciences', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'GIS', name: 'General Mills', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'GL', name: 'Globe Life', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'GLW', name: 'Corning', sector: 'Information Technology', subIndustry: 'Electronic Components'},
-  {symbol: 'GM', name: 'General Motors', sector: 'Consumer Discretionary', subIndustry: 'Automobile Manufacturers'},
-  {symbol: 'GNRC', name: 'Generac Holdings', sector: 'Industrials', subIndustry: 'Electrical Components & Equipment'},
-  {symbol: 'GOOG', name: 'Alphabet (Class C)', sector: 'Communication Services', subIndustry: 'Interactive Media & Services'},
-  {symbol: 'GOOGL', name: 'Alphabet (Class A)', sector: 'Communication Services', subIndustry: 'Interactive Media & Services'},
-  {symbol: 'GPC', name: 'Genuine Parts', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'GPN', name: 'Global Payments', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'GPS', name: 'Gap', sector: 'Consumer Discretionary', subIndustry: 'Apparel Retail'},
-  {symbol: 'GRMN', name: 'Garmin', sector: 'Consumer Discretionary', subIndustry: 'Consumer Electronics'},
-  {symbol: 'GS', name: 'Goldman Sachs', sector: 'Financials', subIndustry: 'Investment Banking & Brokerage'},
-  {symbol: 'GWW', name: 'W. W. Grainger', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'HAL', name: 'Halliburton', sector: 'Energy', subIndustry: 'Oil & Gas Equipment & Services'},
-  {symbol: 'HAS', name: 'Hasbro', sector: 'Consumer Discretionary', subIndustry: 'Leisure Products'},
-  {symbol: 'HBAN', name: 'Huntington Bancshares', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'HBI', name: 'Hanesbrands', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'HCA', name: 'HCA Healthcare', sector: 'Health Care', subIndustry: 'Health Care Facilities'},
-  {symbol: 'HD', name: 'Home Depot', sector: 'Consumer Discretionary', subIndustry: 'Home Improvement Retail'},
-  {symbol: 'HES', name: 'Hess Corporation', sector: 'Energy', subIndustry: 'Integrated Oil & Gas'},
-  {symbol: 'HIG', name: 'The Hartford', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'HII', name: 'Huntington Ingalls Industries', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'HLT', name: 'Hilton Worldwide', sector: 'Consumer Discretionary', subIndustry: 'Hotels, Resorts & Cruise Lines'},
-  {symbol: 'HOLX', name: 'Hologic', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'HON', name: 'Honeywell', sector: 'Industrials', subIndustry: 'Industrial Conglomerates'},
-  {symbol: 'HPE', name: 'Hewlett Packard Enterprise', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'HPQ', name: 'HP', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'HRL', name: 'Hormel', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'HSIC', name: 'Henry Schein', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'HST', name: 'Host Hotels & Resorts', sector: 'Real Estate', subIndustry: 'Hotel & Resort REITs'},
-  {symbol: 'HSY', name: 'The Hershey Company', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'HUM', name: 'Humana', sector: 'Health Care', subIndustry: 'Managed Health Care'},
-  {symbol: 'HWM', name: 'Howmet Aerospace', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'IBM', name: 'IBM', sector: 'Information Technology', subIndustry: 'IT Consulting & Other Services'},
-  {symbol: 'ICE', name: 'Intercontinental Exchange', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'IDXX', name: 'Idexx Laboratories', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'IEX', name: 'IDEX Corporation', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'IFF', name: 'International Flavors & Fragrances', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'ILMN', name: 'Illumina', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'INCY', name: 'Incyte', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'INFO', name: 'IHS Markit', sector: 'Industrials', subIndustry: 'Research & Consulting Services'},
-  {symbol: 'INTC', name: 'Intel', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'INTU', name: 'Intuit', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'IP', name: 'International Paper', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'IPG', name: 'Interpublic Group', sector: 'Communication Services', subIndustry: 'Advertising'},
-  {symbol: 'IPGP', name: 'IPG Photonics', sector: 'Information Technology', subIndustry: 'Electronic Manufacturing Services'},
-  {symbol: 'IQV', name: 'IQVIA', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'IR', name: 'Ingersoll Rand', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'IRM', name: 'Iron Mountain', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'ISRG', name: 'Intuitive Surgical', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'IT', name: 'Gartner', sector: 'Information Technology', subIndustry: 'IT Consulting & Other Services'},
-  {symbol: 'ITW', name: 'Illinois Tool Works', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'IVZ', name: 'Invesco', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'J', name: 'Jacobs Engineering Group', sector: 'Industrials', subIndustry: 'Construction & Engineering'},
-  {symbol: 'JBHT', name: 'J. B. Hunt', sector: 'Industrials', subIndustry: 'Trucking'},
-  {symbol: 'JCI', name: 'Johnson Controls', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'JKHY', name: 'Jack Henry & Associates', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'JNJ', name: 'Johnson & Johnson', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'JNPR', name: 'Juniper Networks', sector: 'Information Technology', subIndustry: 'Communications Equipment'},
-  {symbol: 'JPM', name: 'JPMorgan Chase', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'K', name: 'Kellogg\'s', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'KEY', name: 'KeyCorp', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'KEYS', name: 'Keysight Technologies', sector: 'Information Technology', subIndustry: 'Electronic Equipment & Instruments'},
-  {symbol: 'KHC', name: 'Kraft Heinz', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'KIM', name: 'Kimco Realty', sector: 'Real Estate', subIndustry: 'Retail REITs'},
-  {symbol: 'KLAC', name: 'KLA Corporation', sector: 'Information Technology', subIndustry: 'Semiconductor Equipment'},
-  {symbol: 'KMB', name: 'Kimberly-Clark', sector: 'Consumer Staples', subIndustry: 'Household Products'},
-  {symbol: 'KMI', name: 'Kinder Morgan', sector: 'Energy', subIndustry: 'Oil & Gas Storage & Transportation'},
-  {symbol: 'KMX', name: 'CarMax', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'KO', name: 'Coca-Cola Company', sector: 'Consumer Staples', subIndustry: 'Soft Drinks'},
-  {symbol: 'KR', name: 'Kroger', sector: 'Consumer Staples', subIndustry: 'Food Retail'},
-  {symbol: 'KSU', name: 'Kansas City Southern', sector: 'Industrials', subIndustry: 'Railroads'},
-  {symbol: 'L', name: 'Loews Corporation', sector: 'Financials', subIndustry: 'Multi-line Insurance'},
-  {symbol: 'LDOS', name: 'Leidos', sector: 'Industrials', subIndustry: 'Diversified Support Services'},
-  {symbol: 'LEG', name: 'Leggett & Platt', sector: 'Consumer Discretionary', subIndustry: 'Home Furnishings'},
-  {symbol: 'LEN', name: 'Lennar', sector: 'Consumer Discretionary', subIndustry: 'Homebuilding'},
-  {symbol: 'LH', name: 'LabCorp', sector: 'Health Care', subIndustry: 'Health Care Services'},
-  {symbol: 'LHX', name: 'L3Harris Technologies', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'LIN', name: 'Linde', sector: 'Materials', subIndustry: 'Industrial Gases'},
-  {symbol: 'LKQ', name: 'LKQ Corporation', sector: 'Consumer Discretionary', subIndustry: 'Distributors'},
-  {symbol: 'LLY', name: 'Eli Lilly & Co', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'LMT', name: 'Lockheed Martin', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'LNC', name: 'Lincoln National', sector: 'Financials', subIndustry: 'Multi-line Insurance'},
-  {symbol: 'LNT', name: 'Alliant Energy', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'LOW', name: 'Lowe\'s', sector: 'Consumer Discretionary', subIndustry: 'Home Improvement Retail'},
-  {symbol: 'LRCX', name: 'Lam Research', sector: 'Information Technology', subIndustry: 'Semiconductor Equipment'},
-  {symbol: 'LUMN', name: 'Lumen Technologies', sector: 'Communication Services', subIndustry: 'Alternative Carriers'},
-  {symbol: 'LUV', name: 'Southwest Airlines', sector: 'Industrials', subIndustry: 'Airlines'},
-  {symbol: 'LVS', name: 'Las Vegas Sands', sector: 'Consumer Discretionary', subIndustry: 'Casinos & Gaming'},
-  {symbol: 'LW', name: 'Lamb Weston', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'LYB', name: 'LyondellBasell', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'LYV', name: 'Live Nation Entertainment', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'MA', name: 'Mastercard', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'MAA', name: 'Mid-America Apartments', sector: 'Real Estate', subIndustry: 'Residential REITs'},
-  {symbol: 'MAR', name: 'Marriott International', sector: 'Consumer Discretionary', subIndustry: 'Hotels, Resorts & Cruise Lines'},
-  {symbol: 'MAS', name: 'Masco', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'MCD', name: 'McDonald\'s', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'MCHP', name: 'Microchip Technology', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'MCK', name: 'McKesson Corporation', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'MCO', name: 'Moody\'s Corporation', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'MDLZ', name: 'Mondelez International', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'MDT', name: 'Medtronic', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'MET', name: 'MetLife', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'MGM', name: 'MGM Resorts International', sector: 'Consumer Discretionary', subIndustry: 'Casinos & Gaming'},
-  {symbol: 'MHK', name: 'Mohawk Industries', sector: 'Consumer Discretionary', subIndustry: 'Home Furnishings'},
-  {symbol: 'MKC', name: 'McCormick & Company', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'MKTX', name: 'MarketAxess', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'MLM', name: 'Martin Marietta Materials', sector: 'Materials', subIndustry: 'Construction Materials'},
-  {symbol: 'MMC', name: 'Marsh & McLennan', sector: 'Financials', subIndustry: 'Insurance Brokers'},
-  {symbol: 'MMM', name: '3M', sector: 'Industrials', subIndustry: 'Industrial Conglomerates'},
-  {symbol: 'MNST', name: 'Monster Beverage', sector: 'Consumer Staples', subIndustry: 'Soft Drinks'},
-  {symbol: 'MO', name: 'Altria Group', sector: 'Consumer Staples', subIndustry: 'Tobacco'},
-  {symbol: 'MOS', name: 'The Mosaic Company', sector: 'Materials', subIndustry: 'Fertilizers & Agricultural Chemicals'},
-  {symbol: 'MPC', name: 'Marathon Petroleum', sector: 'Energy', subIndustry: 'Oil & Gas Refining & Marketing'},
-  {symbol: 'MPWR', name: 'Monolithic Power Systems', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'MRK', name: 'Merck & Co.', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'MRNA', name: 'Moderna', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'MRO', name: 'Marathon Oil', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'MS', name: 'Morgan Stanley', sector: 'Financials', subIndustry: 'Investment Banking & Brokerage'},
-  {symbol: 'MSCI', name: 'MSCI', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'MSFT', name: 'Microsoft', sector: 'Information Technology', subIndustry: 'Systems Software'},
-  {symbol: 'MSI', name: 'Motorola Solutions', sector: 'Information Technology', subIndustry: 'Communications Equipment'},
-  {symbol: 'MTB', name: 'M&T Bank', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'MTD', name: 'Mettler Toledo', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'MU', name: 'Micron Technology', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'MXIM', name: 'Maxim Integrated', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'NCLH', name: 'Norwegian Cruise Line Holdings', sector: 'Consumer Discretionary', subIndustry: 'Hotels, Resorts & Cruise Lines'},
-  {symbol: 'NDAQ', name: 'Nasdaq', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'NEE', name: 'NextEra Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'NEM', name: 'Newmont', sector: 'Materials', subIndustry: 'Gold'},
-  {symbol: 'NFLX', name: 'Netflix', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'NI', name: 'NiSource', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'NKE', name: 'Nike', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'NLOK', name: 'NortonLifeLock', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'NLSN', name: 'Nielsen Holdings', sector: 'Industrials', subIndustry: 'Research & Consulting Services'},
-  {symbol: 'NOC', name: 'Northrop Grumman', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'NOV', name: 'Nov', sector: 'Energy', subIndustry: 'Oil & Gas Equipment & Services'},
-  {symbol: 'NOW', name: 'ServiceNow', sector: 'Information Technology', subIndustry: 'Systems Software'},
-  {symbol: 'NRG', name: 'NRG Energy', sector: 'Utilities', subIndustry: 'Independent Power Producers & Energy Traders'},
-  {symbol: 'NSC', name: 'Norfolk Southern', sector: 'Industrials', subIndustry: 'Railroads'},
-  {symbol: 'NTAP', name: 'NetApp', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'NTRS', name: 'Northern Trust', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'NUE', name: 'Nucor', sector: 'Materials', subIndustry: 'Steel'},
-  {symbol: 'NVDA', name: 'Nvidia', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'NVR', name: 'NVR', sector: 'Consumer Discretionary', subIndustry: 'Homebuilding'},
-  {symbol: 'NWL', name: 'Newell Brands', sector: 'Consumer Discretionary', subIndustry: 'Housewares & Specialties'},
-  {symbol: 'NWS', name: 'News Corp (Class B)', sector: 'Communication Services', subIndustry: 'Publishing'},
-  {symbol: 'NWSA', name: 'News Corp (Class A)', sector: 'Communication Services', subIndustry: 'Publishing'},
-  {symbol: 'NXPI', name: 'NXP', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'O', name: 'Realty Income Corporation', sector: 'Real Estate', subIndustry: 'Retail REITs'},
-  {symbol: 'ODFL', name: 'Old Dominion Freight Line', sector: 'Industrials', subIndustry: 'Trucking'},
-  {symbol: 'OGN', name: 'Organon & Co.', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'OKE', name: 'Oneok', sector: 'Energy', subIndustry: 'Oil & Gas Storage & Transportation'},
-  {symbol: 'OMC', name: 'Omnicom Group', sector: 'Communication Services', subIndustry: 'Advertising'},
-  {symbol: 'ORCL', name: 'Oracle', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'ORLY', name: 'O\'Reilly Automotive', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'OTIS', name: 'Otis Worldwide', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'OXY', name: 'Occidental Petroleum', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'PAYC', name: 'Paycom', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'PAYX', name: 'Paychex', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'PBCT', name: 'People\'s United Financial', sector: 'Financials', subIndustry: 'Thrifts & Mortgage Finance'},
-  {symbol: 'PCAR', name: 'Paccar', sector: 'Industrials', subIndustry: 'Construction Machinery & Heavy Trucks'},
-  {symbol: 'PEAK', name: 'Healthpeak Properties', sector: 'Real Estate', subIndustry: 'Health Care REITs'},
-  {symbol: 'PEG', name: 'Public Service Enterprise Group', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'PENN', name: 'Penn National Gaming', sector: 'Consumer Discretionary', subIndustry: 'Casinos & Gaming'},
-  {symbol: 'PEP', name: 'PepsiCo', sector: 'Consumer Staples', subIndustry: 'Soft Drinks'},
-  {symbol: 'PFE', name: 'Pfizer', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'PFG', name: 'Principal Financial Group', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'PG', name: 'Procter & Gamble', sector: 'Consumer Staples', subIndustry: 'Personal Products'},
-  {symbol: 'PGR', name: 'Progressive Corporation', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'PH', name: 'Parker-Hannifin', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'PHM', name: 'PulteGroup', sector: 'Consumer Discretionary', subIndustry: 'Homebuilding'},
-  {symbol: 'PKG', name: 'Packaging Corporation of America', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'PKI', name: 'PerkinElmer', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'PLD', name: 'Prologis', sector: 'Real Estate', subIndustry: 'Industrial REITs'},
-  {symbol: 'PM', name: 'Philip Morris International', sector: 'Consumer Staples', subIndustry: 'Tobacco'},
-  {symbol: 'PNC', name: 'PNC Financial Services', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'PNR', name: 'Pentair', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'PNW', name: 'Pinnacle West Capital', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'POOL', name: 'Pool Corporation', sector: 'Consumer Discretionary', subIndustry: 'Distributors'},
-  {symbol: 'PPG', name: 'PPG Industries', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'PPL', name: 'PPL', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'PRGO', name: 'Perrigo', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'PRU', name: 'Prudential Financial', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'PSA', name: 'Public Storage', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'PSX', name: 'Phillips 66', sector: 'Energy', subIndustry: 'Oil & Gas Refining & Marketing'},
-  {symbol: 'PTC', name: 'PTC', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'PVH', name: 'PVH', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'PWR', name: 'Quanta Services', sector: 'Industrials', subIndustry: 'Construction & Engineering'},
-  {symbol: 'PXD', name: 'Pioneer Natural Resources', sector: 'Energy', subIndustry: 'Oil & Gas Exploration & Production'},
-  {symbol: 'PYPL', name: 'PayPal', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'QCOM', name: 'Qualcomm', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'QRVO', name: 'Qorvo', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'RCL', name: 'Royal Caribbean Group', sector: 'Consumer Discretionary', subIndustry: 'Hotels, Resorts & Cruise Lines'},
-  {symbol: 'RE', name: 'Everest Re', sector: 'Financials', subIndustry: 'Reinsurance'},
-  {symbol: 'REG', name: 'Regency Centers', sector: 'Real Estate', subIndustry: 'Retail REITs'},
-  {symbol: 'REGN', name: 'Regeneron Pharmaceuticals', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'RF', name: 'Regions Financial Corporation', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'RHI', name: 'Robert Half International', sector: 'Industrials', subIndustry: 'Human Resource & Employment Services'},
-  {symbol: 'RJF', name: 'Raymond James Financial', sector: 'Financials', subIndustry: 'Investment Banking & Brokerage'},
-  {symbol: 'RL', name: 'Ralph Lauren Corporation', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'RMD', name: 'ResMed', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'ROK', name: 'Rockwell Automation', sector: 'Industrials', subIndustry: 'Electrical Components & Equipment'},
-  {symbol: 'ROL', name: 'Rollins', sector: 'Industrials', subIndustry: 'Environmental & Facilities Services'},
-  {symbol: 'ROP', name: 'Roper Technologies', sector: 'Industrials', subIndustry: 'Industrial Conglomerates'},
-  {symbol: 'ROST', name: 'Ross Stores', sector: 'Consumer Discretionary', subIndustry: 'Apparel Retail'},
-  {symbol: 'RSG', name: 'Republic Services', sector: 'Industrials', subIndustry: 'Environmental & Facilities Services'},
-  {symbol: 'RTX', name: 'Raytheon Technologies', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'SBAC', name: 'SBA Communications', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'SBUX', name: 'Starbucks', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'SCHW', name: 'Charles Schwab Corporation', sector: 'Financials', subIndustry: 'Investment Banking & Brokerage'},
-  {symbol: 'SEE', name: 'Sealed Air', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'SHW', name: 'Sherwin-Williams', sector: 'Materials', subIndustry: 'Specialty Chemicals'},
-  {symbol: 'SIVB', name: 'SVB Financial', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'SJM', name: 'JM Smucker', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'SLB', name: 'Schlumberger', sector: 'Energy', subIndustry: 'Oil & Gas Equipment & Services'},
-  {symbol: 'SNA', name: 'Snap-on', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'SNPS', name: 'Synopsys', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'SO', name: 'Southern Company', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'SPG', name: 'Simon Property Group', sector: 'Real Estate', subIndustry: 'Retail REITs'},
-  {symbol: 'SPGI', name: 'S&P Global', sector: 'Financials', subIndustry: 'Financial Exchanges & Data'},
-  {symbol: 'SRE', name: 'Sempra Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'STE', name: 'Steris', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'STT', name: 'State Street Corporation', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'STX', name: 'Seagate Technology', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'STZ', name: 'Constellation Brands', sector: 'Consumer Staples', subIndustry: 'Distillers & Vintners'},
-  {symbol: 'SWK', name: 'Stanley Black & Decker', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'SWKS', name: 'Skyworks Solutions', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'SYF', name: 'Synchrony Financial', sector: 'Financials', subIndustry: 'Consumer Finance'},
-  {symbol: 'SYK', name: 'Stryker Corporation', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'SYY', name: 'Sysco', sector: 'Consumer Staples', subIndustry: 'Food Distributors'},
-  {symbol: 'T', name: 'AT&T', sector: 'Communication Services', subIndustry: 'Integrated Telecommunication Services'},
-  {symbol: 'TAP', name: 'Molson Coors Beverage Company', sector: 'Consumer Staples', subIndustry: 'Brewers'},
-  {symbol: 'TDG', name: 'TransDigm Group', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'TDY', name: 'Teledyne Technologies', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'TEL', name: 'TE Connectivity', sector: 'Information Technology', subIndustry: 'Electronic Manufacturing Services'},
-  {symbol: 'TER', name: 'Teradyne', sector: 'Information Technology', subIndustry: 'Semiconductor Equipment'},
-  {symbol: 'TFC', name: 'Truist Financial', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'TFX', name: 'Teleflex', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'TGT', name: 'Target Corporation', sector: 'Consumer Discretionary', subIndustry: 'General Merchandise Stores'},
-  {symbol: 'TJX', name: 'TJX Companies', sector: 'Consumer Discretionary', subIndustry: 'Apparel Retail'},
-  {symbol: 'TMO', name: 'Thermo Fisher Scientific', sector: 'Health Care', subIndustry: 'Life Sciences Tools & Services'},
-  {symbol: 'TMUS', name: 'T-Mobile US', sector: 'Communication Services', subIndustry: 'Wireless Telecommunication Services'},
-  {symbol: 'TPR', name: 'Tapestry', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'TRMB', name: 'Trimble', sector: 'Information Technology', subIndustry: 'Electronic Equipment & Instruments'},
-  {symbol: 'TROW', name: 'T. Rowe Price', sector: 'Financials', subIndustry: 'Asset Management & Custody Banks'},
-  {symbol: 'TRV', name: 'The Travelers Companies', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'TSCO', name: 'Tractor Supply Company', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'TSLA', name: 'Tesla', sector: 'Consumer Discretionary', subIndustry: 'Automobile Manufacturers'},
-  {symbol: 'TSN', name: 'Tyson Foods', sector: 'Consumer Staples', subIndustry: 'Packaged Foods & Meats'},
-  {symbol: 'TT', name: 'Trane Technologies', sector: 'Industrials', subIndustry: 'Building Products'},
-  {symbol: 'TTWO', name: 'Take-Two Interactive', sector: 'Communication Services', subIndustry: 'Interactive Home Entertainment'},
-  {symbol: 'TWTR', name: 'Twitter', sector: 'Communication Services', subIndustry: 'Interactive Media & Services'},
-  {symbol: 'TXN', name: 'Texas Instruments', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'TXT', name: 'Textron', sector: 'Industrials', subIndustry: 'Aerospace & Defense'},
-  {symbol: 'TYL', name: 'Tyler Technologies', sector: 'Information Technology', subIndustry: 'Application Software'},
-  {symbol: 'UA', name: 'Under Armour (Class C)', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'UAA', name: 'Under Armour (Class A)', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'UAL', name: 'United Airlines', sector: 'Industrials', subIndustry: 'Airlines'},
-  {symbol: 'UDR', name: 'UDR', sector: 'Real Estate', subIndustry: 'Residential REITs'},
-  {symbol: 'UHS', name: 'Universal Health Services', sector: 'Health Care', subIndustry: 'Health Care Facilities'},
-  {symbol: 'ULTA', name: 'Ulta Beauty', sector: 'Consumer Discretionary', subIndustry: 'Specialty Stores'},
-  {symbol: 'UNH', name: 'UnitedHealth Group', sector: 'Health Care', subIndustry: 'Managed Health Care'},
-  {symbol: 'UNM', name: 'Unum Group', sector: 'Financials', subIndustry: 'Life & Health Insurance'},
-  {symbol: 'UNP', name: 'Union Pacific', sector: 'Industrials', subIndustry: 'Railroads'},
-  {symbol: 'UPS', name: 'United Parcel Service', sector: 'Industrials', subIndustry: 'Air Freight & Logistics'},
-  {symbol: 'URI', name: 'United Rentals', sector: 'Industrials', subIndustry: 'Trading Companies & Distributors'},
-  {symbol: 'USB', name: 'U.S. Bancorp', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'V', name: 'Visa', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'VFC', name: 'VF Corporation', sector: 'Consumer Discretionary', subIndustry: 'Apparel, Accessories & Luxury Goods'},
-  {symbol: 'VIAC', name: 'ViacomCBS', sector: 'Communication Services', subIndustry: 'Movies & Entertainment'},
-  {symbol: 'VLO', name: 'Valero Energy', sector: 'Energy', subIndustry: 'Oil & Gas Refining & Marketing'},
-  {symbol: 'VMC', name: 'Vulcan Materials', sector: 'Materials', subIndustry: 'Construction Materials'},
-  {symbol: 'VNO', name: 'Vornado Realty Trust', sector: 'Real Estate', subIndustry: 'Office REITs'},
-  {symbol: 'VRSK', name: 'Verisk Analytics', sector: 'Industrials', subIndustry: 'Research & Consulting Services'},
-  {symbol: 'VRSN', name: 'Verisign', sector: 'Information Technology', subIndustry: 'Internet Services & Infrastructure'},
-  {symbol: 'VRTX', name: 'Vertex Pharmaceuticals', sector: 'Health Care', subIndustry: 'Biotechnology'},
-  {symbol: 'VTR', name: 'Ventas', sector: 'Real Estate', subIndustry: 'Health Care REITs'},
-  {symbol: 'VTRS', name: 'Viatris', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
-  {symbol: 'VZ', name: 'Verizon Communications', sector: 'Communication Services', subIndustry: 'Integrated Telecommunication Services'},
-  {symbol: 'WAB', name: 'Wabtec', sector: 'Industrials', subIndustry: 'Construction Machinery & Heavy Trucks'},
-  {symbol: 'WAT', name: 'Waters Corporation', sector: 'Health Care', subIndustry: 'Health Care Distributors'},
-  {symbol: 'WBA', name: 'Walgreens Boots Alliance', sector: 'Consumer Staples', subIndustry: 'Drug Retail'},
-  {symbol: 'WDC', name: 'Western Digital', sector: 'Information Technology', subIndustry: 'Technology Hardware, Storage & Peripherals'},
-  {symbol: 'WEC', name: 'WEC Energy Group', sector: 'Utilities', subIndustry: 'Electric Utilities'},
-  {symbol: 'WELL', name: 'Welltower', sector: 'Real Estate', subIndustry: 'Health Care REITs'},
-  {symbol: 'WFC', name: 'Wells Fargo', sector: 'Financials', subIndustry: 'Diversified Banks'},
-  {symbol: 'WHR', name: 'Whirlpool Corporation', sector: 'Consumer Discretionary', subIndustry: 'Household Appliances'},
-  {symbol: 'WLTW', name: 'Willis Towers Watson', sector: 'Financials', subIndustry: 'Insurance Brokers'},
-  {symbol: 'WM', name: 'Waste Management', sector: 'Industrials', subIndustry: 'Environmental & Facilities Services'},
-  {symbol: 'WMB', name: 'Williams Companies', sector: 'Energy', subIndustry: 'Oil & Gas Storage & Transportation'},
-  {symbol: 'WMT', name: 'Walmart', sector: 'Consumer Staples', subIndustry: 'Hypermarkets & Super Centers'},
-  {symbol: 'WRB', name: 'W. R. Berkley Corporation', sector: 'Financials', subIndustry: 'Property & Casualty Insurance'},
-  {symbol: 'WRK', name: 'WestRock', sector: 'Materials', subIndustry: 'Paper Packaging'},
-  {symbol: 'WST', name: 'West Pharmaceutical Services', sector: 'Health Care', subIndustry: 'Health Care Supplies'},
-  {symbol: 'WU', name: 'Western Union', sector: 'Information Technology', subIndustry: 'Data Processing & Outsourced Services'},
-  {symbol: 'WY', name: 'Weyerhaeuser', sector: 'Real Estate', subIndustry: 'Specialized REITs'},
-  {symbol: 'WYNN', name: 'Wynn Resorts', sector: 'Consumer Discretionary', subIndustry: 'Casinos & Gaming'},
-  {symbol: 'XEL', name: 'Xcel Energy', sector: 'Utilities', subIndustry: 'Multi-Utilities'},
-  {symbol: 'XLNX', name: 'Xilinx', sector: 'Information Technology', subIndustry: 'Semiconductors'},
-  {symbol: 'XOM', name: 'ExxonMobil', sector: 'Energy', subIndustry: 'Integrated Oil & Gas'},
-  {symbol: 'XRAY', name: 'Dentsply Sirona', sector: 'Health Care', subIndustry: 'Health Care Supplies'},
-  {symbol: 'XYL', name: 'Xylem', sector: 'Industrials', subIndustry: 'Industrial Machinery'},
-  {symbol: 'YUM', name: 'Yum! Brands', sector: 'Consumer Discretionary', subIndustry: 'Restaurants'},
-  {symbol: 'ZBH', name: 'Zimmer Biomet', sector: 'Health Care', subIndustry: 'Health Care Equipment'},
-  {symbol: 'ZBRA', name: 'Zebra Technologies', sector: 'Information Technology', subIndustry: 'Electronic Equipment & Instruments'},
-  {symbol: 'ZION', name: 'Zions Bancorp', sector: 'Financials', subIndustry: 'Regional Banks'},
-  {symbol: 'ZTS', name: 'Zoetis', sector: 'Health Care', subIndustry: 'Pharmaceuticals'},
+  {
+    symbol: 'SPY',
+    name: 'S&P 500 Composite Index',
+    sector: 'Composite Index',
+    subIndustry: 'Composite Index',
+  },
+  {
+    symbol: 'A',
+    name: 'Agilent Technologies',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'AAL',
+    name: 'American Airlines Group',
+    sector: 'Industrials',
+    subIndustry: 'Airlines',
+  },
+  {
+    symbol: 'AAP',
+    name: 'Advance Auto Parts',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Automotive Retail',
+  },
+  {
+    symbol: 'AAPL',
+    name: 'Apple',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'ABBV',
+    name: 'AbbVie',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'ABC',
+    name: 'AmerisourceBergen',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'ABMD',
+    name: 'Abiomed',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'ABT',
+    name: 'Abbott Laboratories',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'ACN',
+    name: 'Accenture',
+    sector: 'Information Technology',
+    subIndustry: 'IT Consulting & Other Services',
+  },
+  {
+    symbol: 'ADBE',
+    name: 'Adobe',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'ADI',
+    name: 'Analog Devices',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'ADM',
+    name: 'ADM',
+    sector: 'Consumer Staples',
+    subIndustry: 'Agricultural Products',
+  },
+  {
+    symbol: 'ADP',
+    name: 'Automatic Data Processing',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'ADSK',
+    name: 'Autodesk',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'AEE',
+    name: 'Ameren Corp',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'AEP',
+    name: 'American Electric Power',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'AES',
+    name: 'AES Corp',
+    sector: 'Utilities',
+    subIndustry: 'Independent Power Producers & Energy Traders',
+  },
+  {
+    symbol: 'AFL',
+    name: 'Aflac',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'AIG',
+    name: 'American International Group',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'AIZ',
+    name: 'Assurant',
+    sector: 'Financials',
+    subIndustry: 'Multi-line Insurance',
+  },
+  {
+    symbol: 'AJG',
+    name: 'Arthur J. Gallagher & Co.',
+    sector: 'Financials',
+    subIndustry: 'Insurance Brokers',
+  },
+  {
+    symbol: 'AKAM',
+    name: 'Akamai Technologies',
+    sector: 'Information Technology',
+    subIndustry: 'Internet Services & Infrastructure',
+  },
+  {
+    symbol: 'ALB',
+    name: 'Albemarle Corporation',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'ALGN',
+    name: 'Align Technology',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Supplies',
+  },
+  {
+    symbol: 'ALK',
+    name: 'Alaska Air Group',
+    sector: 'Industrials',
+    subIndustry: 'Airlines',
+  },
+  {
+    symbol: 'ALL',
+    name: 'Allstate Corp',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'ALLE',
+    name: 'Allegion',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'AMAT',
+    name: 'Applied Materials',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductor Equipment',
+  },
+  {
+    symbol: 'AMCR',
+    name: 'Amcor',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'AMD',
+    name: 'Advanced Micro Devices',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'AME',
+    name: 'Ametek',
+    sector: 'Industrials',
+    subIndustry: 'Electrical Components & Equipment',
+  },
+  {
+    symbol: 'AMGN',
+    name: 'Amgen',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'AMP',
+    name: 'Ameriprise Financial',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'AMT',
+    name: 'American Tower',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'AMZN',
+    name: 'Amazon',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Internet & Direct Marketing Retail',
+  },
+  {
+    symbol: 'ANET',
+    name: 'Arista Networks',
+    sector: 'Information Technology',
+    subIndustry: 'Communications Equipment',
+  },
+  {
+    symbol: 'ANSS',
+    name: 'Ansys',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'ANTM',
+    name: 'Anthem',
+    sector: 'Health Care',
+    subIndustry: 'Managed Health Care',
+  },
+  {
+    symbol: 'AON',
+    name: 'Aon',
+    sector: 'Financials',
+    subIndustry: 'Insurance Brokers',
+  },
+  {
+    symbol: 'AOS',
+    name: 'A. O. Smith',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'APA',
+    name: 'APA Corporation',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'APD',
+    name: 'Air Products & Chemicals',
+    sector: 'Materials',
+    subIndustry: 'Industrial Gases',
+  },
+  {
+    symbol: 'APH',
+    name: 'Amphenol Corp',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Components',
+  },
+  {
+    symbol: 'APTV',
+    name: 'Aptiv',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Auto Parts & Equipment',
+  },
+  {
+    symbol: 'ARE',
+    name: 'Alexandria Real Estate Equities',
+    sector: 'Real Estate',
+    subIndustry: 'Office REITs',
+  },
+  {
+    symbol: 'ATO',
+    name: 'Atmos Energy',
+    sector: 'Utilities',
+    subIndustry: 'Gas Utilities',
+  },
+  {
+    symbol: 'ATVI',
+    name: 'Activision Blizzard',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Home Entertainment',
+  },
+  {
+    symbol: 'AVB',
+    name: 'AvalonBay Communities',
+    sector: 'Real Estate',
+    subIndustry: 'Residential REITs',
+  },
+  {
+    symbol: 'AVGO',
+    name: 'Broadcom',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'AVY',
+    name: 'Avery Dennison',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'AWK',
+    name: 'American Water Works',
+    sector: 'Utilities',
+    subIndustry: 'Water Utilities',
+  },
+  {
+    symbol: 'AXP',
+    name: 'American Express',
+    sector: 'Financials',
+    subIndustry: 'Consumer Finance',
+  },
+  {
+    symbol: 'AZO',
+    name: 'AutoZone',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'BA',
+    name: 'Boeing Company',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'BAC',
+    name: 'Bank of America',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'BAX',
+    name: 'Baxter International',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'BBWI',
+    name: 'Bath & Body Works, Inc.',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'BBY',
+    name: 'Best Buy',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Computer & Electronics Retail',
+  },
+  {
+    symbol: 'BDX',
+    name: 'Becton Dickinson',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'BEN',
+    name: 'Franklin Resources',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'BF.B',
+    name: 'Brown–Forman',
+    sector: 'Consumer Staples',
+    subIndustry: 'Distillers & Vintners',
+  },
+  {
+    symbol: 'BIIB',
+    name: 'Biogen',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'BIO',
+    name: 'Bio-Rad Laboratories',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'BK',
+    name: 'BNY Mellon',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'BKNG',
+    name: 'Booking Holdings',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Internet & Direct Marketing Retail',
+  },
+  {
+    symbol: 'BKR',
+    name: 'Baker Hughes',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Equipment & Services',
+  },
+  {
+    symbol: 'BLK',
+    name: 'BlackRock',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'BLL',
+    name: 'Ball Corp',
+    sector: 'Materials',
+    subIndustry: 'Metal & Glass Containers',
+  },
+  {
+    symbol: 'BMY',
+    name: 'Bristol-Myers Squibb',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'BR',
+    name: 'Broadridge Financial Solutions',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'BRK.B',
+    name: 'Berkshire Hathaway',
+    sector: 'Financials',
+    subIndustry: 'Multi-Sector Holdings',
+  },
+  {
+    symbol: 'BSX',
+    name: 'Boston Scientific',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'BWA',
+    name: 'BorgWarner',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Auto Parts & Equipment',
+  },
+  {
+    symbol: 'BXP',
+    name: 'Boston Properties',
+    sector: 'Real Estate',
+    subIndustry: 'Office REITs',
+  },
+  {
+    symbol: 'C',
+    name: 'Citigroup',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'CAG',
+    name: 'Conagra Brands',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'CAH',
+    name: 'Cardinal Health',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'CARR',
+    name: 'Carrier Global',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'CAT',
+    name: 'Caterpillar',
+    sector: 'Industrials',
+    subIndustry: 'Construction Machinery & Heavy Trucks',
+  },
+  {
+    symbol: 'CB',
+    name: 'Chubb',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'CBOE',
+    name: 'Cboe Global Markets',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'CBRE',
+    name: 'CBRE',
+    sector: 'Real Estate',
+    subIndustry: 'Real Estate Services',
+  },
+  {
+    symbol: 'CCI',
+    name: 'Crown Castle',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'CCL',
+    name: 'Carnival Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Hotels, Resorts & Cruise Lines',
+  },
+  {
+    symbol: 'CDNS',
+    name: 'Cadence Design Systems',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'CDW',
+    name: 'CDW',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Distributors',
+  },
+  {
+    symbol: 'CE',
+    name: 'Celanese',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'CERN',
+    name: 'Cerner',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Technology',
+  },
+  {
+    symbol: 'CF',
+    name: 'CF Industries',
+    sector: 'Materials',
+    subIndustry: 'Fertilizers & Agricultural Chemicals',
+  },
+  {
+    symbol: 'CFG',
+    name: 'Citizens Financial Group',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'CHD',
+    name: 'Church & Dwight',
+    sector: 'Consumer Staples',
+    subIndustry: 'Household Products',
+  },
+  {
+    symbol: 'CHRW',
+    name: 'C. H. Robinson',
+    sector: 'Industrials',
+    subIndustry: 'Air Freight & Logistics',
+  },
+  {
+    symbol: 'CHTR',
+    name: 'Charter Communications',
+    sector: 'Communication Services',
+    subIndustry: 'Cable & Satellite',
+  },
+  {
+    symbol: 'CI',
+    name: 'Cigna',
+    sector: 'Health Care',
+    subIndustry: 'Managed Health Care',
+  },
+  {
+    symbol: 'CINF',
+    name: 'Cincinnati Financial',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'CL',
+    name: 'Colgate-Palmolive',
+    sector: 'Consumer Staples',
+    subIndustry: 'Household Products',
+  },
+  {
+    symbol: 'CLX',
+    name: 'Clorox',
+    sector: 'Consumer Staples',
+    subIndustry: 'Household Products',
+  },
+  {
+    symbol: 'CMA',
+    name: 'Comerica',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'CMCSA',
+    name: 'Comcast',
+    sector: 'Communication Services',
+    subIndustry: 'Cable & Satellite',
+  },
+  {
+    symbol: 'CME',
+    name: 'CME Group',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'CMG',
+    name: 'Chipotle Mexican Grill',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'CMI',
+    name: 'Cummins',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'CMS',
+    name: 'CMS Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'CNC',
+    name: 'Centene Corporation',
+    sector: 'Health Care',
+    subIndustry: 'Managed Health Care',
+  },
+  {
+    symbol: 'CNP',
+    name: 'CenterPoint Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'COF',
+    name: 'Capital One Financial',
+    sector: 'Financials',
+    subIndustry: 'Consumer Finance',
+  },
+  {
+    symbol: 'COG',
+    name: 'Cabot Oil & Gas',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'COO',
+    name: 'The Cooper Companies',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Supplies',
+  },
+  {
+    symbol: 'COP',
+    name: 'ConocoPhillips',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'COST',
+    name: 'Costco',
+    sector: 'Consumer Staples',
+    subIndustry: 'Hypermarkets & Super Centers',
+  },
+  {
+    symbol: 'CPB',
+    name: 'Campbell Soup',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'CPRT',
+    name: 'Copart',
+    sector: 'Industrials',
+    subIndustry: 'Diversified Support Services',
+  },
+  {
+    symbol: 'CRL',
+    name: 'Charles River Laboratories',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'CRM',
+    name: 'Salesforce',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'CSCO',
+    name: 'Cisco Systems',
+    sector: 'Information Technology',
+    subIndustry: 'Communications Equipment',
+  },
+  {
+    symbol: 'CSX',
+    name: 'CSX',
+    sector: 'Industrials',
+    subIndustry: 'Railroads',
+  },
+  {
+    symbol: 'CTAS',
+    name: 'Cintas Corporation',
+    sector: 'Industrials',
+    subIndustry: 'Diversified Support Services',
+  },
+  {
+    symbol: 'CTLT',
+    name: 'Catalent',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'CTSH',
+    name: 'Cognizant Technology Solutions',
+    sector: 'Information Technology',
+    subIndustry: 'IT Consulting & Other Services',
+  },
+  {
+    symbol: 'CTVA',
+    name: 'Corteva',
+    sector: 'Materials',
+    subIndustry: 'Fertilizers & Agricultural Chemicals',
+  },
+  {
+    symbol: 'CTXS',
+    name: 'Citrix Systems',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'CVS',
+    name: 'CVS Health',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Services',
+  },
+  {
+    symbol: 'CVX',
+    name: 'Chevron Corporation',
+    sector: 'Energy',
+    subIndustry: 'Integrated Oil & Gas',
+  },
+  {
+    symbol: 'CZR',
+    name: 'Caesars Entertainment',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Casinos & Gaming',
+  },
+  {
+    symbol: 'D',
+    name: 'Dominion Energy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'DAL',
+    name: 'Delta Air Lines',
+    sector: 'Industrials',
+    subIndustry: 'Airlines',
+  },
+  {
+    symbol: 'DD',
+    name: 'DuPont',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'DE',
+    name: 'Deere & Co.',
+    sector: 'Industrials',
+    subIndustry: 'Agricultural & Farm Machinery',
+  },
+  {
+    symbol: 'DFS',
+    name: 'Discover Financial Services',
+    sector: 'Financials',
+    subIndustry: 'Consumer Finance',
+  },
+  {
+    symbol: 'DG',
+    name: 'Dollar General',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'General Merchandise Stores',
+  },
+  {
+    symbol: 'DGX',
+    name: 'Quest Diagnostics',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Services',
+  },
+  {
+    symbol: 'DHI',
+    name: 'D. R. Horton',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Homebuilding',
+  },
+  {
+    symbol: 'DHR',
+    name: 'Danaher Corporation',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'DIS',
+    name: 'The Walt Disney Company',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'DISCA',
+    name: 'Discovery (Series A)',
+    sector: 'Communication Services',
+    subIndustry: 'Broadcasting',
+  },
+  {
+    symbol: 'DISCK',
+    name: 'Discovery (Series C)',
+    sector: 'Communication Services',
+    subIndustry: 'Broadcasting',
+  },
+  {
+    symbol: 'DISH',
+    name: 'Dish Network',
+    sector: 'Communication Services',
+    subIndustry: 'Cable & Satellite',
+  },
+  {
+    symbol: 'DLR',
+    name: 'Digital Realty Trust',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'DLTR',
+    name: 'Dollar Tree',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'General Merchandise Stores',
+  },
+  {
+    symbol: 'DOV',
+    name: 'Dover Corporation',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'DOW',
+    name: 'Dow',
+    sector: 'Materials',
+    subIndustry: 'Commodity Chemicals',
+  },
+  {
+    symbol: 'DPZ',
+    name: "Domino's Pizza",
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'DRE',
+    name: 'Duke Realty Corp',
+    sector: 'Real Estate',
+    subIndustry: 'Industrial REITs',
+  },
+  {
+    symbol: 'DRI',
+    name: 'Darden Restaurants',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'DTE',
+    name: 'DTE Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'DUK',
+    name: 'Duke Energy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'DVA',
+    name: 'DaVita',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Facilities',
+  },
+  {
+    symbol: 'DVN',
+    name: 'Devon Energy',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'DXC',
+    name: 'DXC Technology',
+    sector: 'Information Technology',
+    subIndustry: 'IT Consulting & Other Services',
+  },
+  {
+    symbol: 'DXCM',
+    name: 'DexCom',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'EA',
+    name: 'Electronic Arts',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Home Entertainment',
+  },
+  {
+    symbol: 'EBAY',
+    name: 'eBay',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Internet & Direct Marketing Retail',
+  },
+  {
+    symbol: 'ECL',
+    name: 'Ecolab',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'ED',
+    name: 'Consolidated Edison',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'EFX',
+    name: 'Equifax',
+    sector: 'Industrials',
+    subIndustry: 'Research & Consulting Services',
+  },
+  {
+    symbol: 'EIX',
+    name: 'Edison International',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'EL',
+    name: 'Estée Lauder Companies',
+    sector: 'Consumer Staples',
+    subIndustry: 'Personal Products',
+  },
+  {
+    symbol: 'EMN',
+    name: 'Eastman Chemical',
+    sector: 'Materials',
+    subIndustry: 'Diversified Chemicals',
+  },
+  {
+    symbol: 'EMR',
+    name: 'Emerson Electric Company',
+    sector: 'Industrials',
+    subIndustry: 'Electrical Components & Equipment',
+  },
+  {
+    symbol: 'ENPH',
+    name: 'Enphase Energy',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Components',
+  },
+  {
+    symbol: 'EOG',
+    name: 'EOG Resources',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'EQIX',
+    name: 'Equinix',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'EQR',
+    name: 'Equity Residential',
+    sector: 'Real Estate',
+    subIndustry: 'Residential REITs',
+  },
+  {
+    symbol: 'ES',
+    name: 'Eversource Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'ESS',
+    name: 'Essex Property Trust',
+    sector: 'Real Estate',
+    subIndustry: 'Residential REITs',
+  },
+  {
+    symbol: 'ETN',
+    name: 'Eaton Corporation',
+    sector: 'Industrials',
+    subIndustry: 'Electrical Components & Equipment',
+  },
+  {
+    symbol: 'ETR',
+    name: 'Entergy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'ETSY',
+    name: 'Etsy',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Internet & Direct Marketing Retail',
+  },
+  {
+    symbol: 'EVRG',
+    name: 'Evergy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'EW',
+    name: 'Edwards Lifesciences',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'EXC',
+    name: 'Exelon',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'EXPD',
+    name: 'Expeditors',
+    sector: 'Industrials',
+    subIndustry: 'Air Freight & Logistics',
+  },
+  {
+    symbol: 'EXPE',
+    name: 'Expedia Group',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Internet & Direct Marketing Retail',
+  },
+  {
+    symbol: 'EXR',
+    name: 'Extra Space Storage',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'F',
+    name: 'Ford',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Automobile Manufacturers',
+  },
+  {
+    symbol: 'FANG',
+    name: 'Diamondback Energy',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'FAST',
+    name: 'Fastenal',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'FB',
+    name: 'Facebook',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Media & Services',
+  },
+  {
+    symbol: 'FBHS',
+    name: 'Fortune Brands Home & Security',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'FCX',
+    name: 'Freeport-McMoRan',
+    sector: 'Materials',
+    subIndustry: 'Copper',
+  },
+  {
+    symbol: 'FDX',
+    name: 'FedEx',
+    sector: 'Industrials',
+    subIndustry: 'Air Freight & Logistics',
+  },
+  {
+    symbol: 'FE',
+    name: 'FirstEnergy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'FFIV',
+    name: 'F5 Networks',
+    sector: 'Information Technology',
+    subIndustry: 'Communications Equipment',
+  },
+  {
+    symbol: 'FIS',
+    name: 'Fidelity National Information Services',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'FISV',
+    name: 'Fiserv',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'FITB',
+    name: 'Fifth Third Bancorp',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'FLT',
+    name: 'Fleetcor',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'FMC',
+    name: 'FMC Corporation',
+    sector: 'Materials',
+    subIndustry: 'Fertilizers & Agricultural Chemicals',
+  },
+  {
+    symbol: 'FOX',
+    name: 'Fox Corporation (Class B)',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'FOXA',
+    name: 'Fox Corporation (Class A)',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'FRC',
+    name: 'First Republic Bank',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'FRT',
+    name: 'Federal Realty Investment Trust',
+    sector: 'Real Estate',
+    subIndustry: 'Retail REITs',
+  },
+  {
+    symbol: 'FTNT',
+    name: 'Fortinet',
+    sector: 'Information Technology',
+    subIndustry: 'Systems Software',
+  },
+  {
+    symbol: 'FTV',
+    name: 'Fortive',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'GD',
+    name: 'General Dynamics',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'GE',
+    name: 'General Electric',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Conglomerates',
+  },
+  {
+    symbol: 'GILD',
+    name: 'Gilead Sciences',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'GIS',
+    name: 'General Mills',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'GL',
+    name: 'Globe Life',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'GLW',
+    name: 'Corning',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Components',
+  },
+  {
+    symbol: 'GM',
+    name: 'General Motors',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Automobile Manufacturers',
+  },
+  {
+    symbol: 'GNRC',
+    name: 'Generac Holdings',
+    sector: 'Industrials',
+    subIndustry: 'Electrical Components & Equipment',
+  },
+  {
+    symbol: 'GOOG',
+    name: 'Alphabet (Class C)',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Media & Services',
+  },
+  {
+    symbol: 'GOOGL',
+    name: 'Alphabet (Class A)',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Media & Services',
+  },
+  {
+    symbol: 'GPC',
+    name: 'Genuine Parts',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'GPN',
+    name: 'Global Payments',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'GPS',
+    name: 'Gap',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel Retail',
+  },
+  {
+    symbol: 'GRMN',
+    name: 'Garmin',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Consumer Electronics',
+  },
+  {
+    symbol: 'GS',
+    name: 'Goldman Sachs',
+    sector: 'Financials',
+    subIndustry: 'Investment Banking & Brokerage',
+  },
+  {
+    symbol: 'GWW',
+    name: 'W. W. Grainger',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'HAL',
+    name: 'Halliburton',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Equipment & Services',
+  },
+  {
+    symbol: 'HAS',
+    name: 'Hasbro',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Leisure Products',
+  },
+  {
+    symbol: 'HBAN',
+    name: 'Huntington Bancshares',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'HBI',
+    name: 'Hanesbrands',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'HCA',
+    name: 'HCA Healthcare',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Facilities',
+  },
+  {
+    symbol: 'HD',
+    name: 'Home Depot',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Home Improvement Retail',
+  },
+  {
+    symbol: 'HES',
+    name: 'Hess Corporation',
+    sector: 'Energy',
+    subIndustry: 'Integrated Oil & Gas',
+  },
+  {
+    symbol: 'HIG',
+    name: 'The Hartford',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'HII',
+    name: 'Huntington Ingalls Industries',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'HLT',
+    name: 'Hilton Worldwide',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Hotels, Resorts & Cruise Lines',
+  },
+  {
+    symbol: 'HOLX',
+    name: 'Hologic',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'HON',
+    name: 'Honeywell',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Conglomerates',
+  },
+  {
+    symbol: 'HPE',
+    name: 'Hewlett Packard Enterprise',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'HPQ',
+    name: 'HP',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'HRL',
+    name: 'Hormel',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'HSIC',
+    name: 'Henry Schein',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'HST',
+    name: 'Host Hotels & Resorts',
+    sector: 'Real Estate',
+    subIndustry: 'Hotel & Resort REITs',
+  },
+  {
+    symbol: 'HSY',
+    name: 'The Hershey Company',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'HUM',
+    name: 'Humana',
+    sector: 'Health Care',
+    subIndustry: 'Managed Health Care',
+  },
+  {
+    symbol: 'HWM',
+    name: 'Howmet Aerospace',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'IBM',
+    name: 'IBM',
+    sector: 'Information Technology',
+    subIndustry: 'IT Consulting & Other Services',
+  },
+  {
+    symbol: 'ICE',
+    name: 'Intercontinental Exchange',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'IDXX',
+    name: 'Idexx Laboratories',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'IEX',
+    name: 'IDEX Corporation',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'IFF',
+    name: 'International Flavors & Fragrances',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'ILMN',
+    name: 'Illumina',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'INCY',
+    name: 'Incyte',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'INFO',
+    name: 'IHS Markit',
+    sector: 'Industrials',
+    subIndustry: 'Research & Consulting Services',
+  },
+  {
+    symbol: 'INTC',
+    name: 'Intel',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'INTU',
+    name: 'Intuit',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'IP',
+    name: 'International Paper',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'IPG',
+    name: 'Interpublic Group',
+    sector: 'Communication Services',
+    subIndustry: 'Advertising',
+  },
+  {
+    symbol: 'IPGP',
+    name: 'IPG Photonics',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Manufacturing Services',
+  },
+  {
+    symbol: 'IQV',
+    name: 'IQVIA',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'IR',
+    name: 'Ingersoll Rand',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'IRM',
+    name: 'Iron Mountain',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'ISRG',
+    name: 'Intuitive Surgical',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'IT',
+    name: 'Gartner',
+    sector: 'Information Technology',
+    subIndustry: 'IT Consulting & Other Services',
+  },
+  {
+    symbol: 'ITW',
+    name: 'Illinois Tool Works',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'IVZ',
+    name: 'Invesco',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'J',
+    name: 'Jacobs Engineering Group',
+    sector: 'Industrials',
+    subIndustry: 'Construction & Engineering',
+  },
+  {
+    symbol: 'JBHT',
+    name: 'J. B. Hunt',
+    sector: 'Industrials',
+    subIndustry: 'Trucking',
+  },
+  {
+    symbol: 'JCI',
+    name: 'Johnson Controls',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'JKHY',
+    name: 'Jack Henry & Associates',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'JNJ',
+    name: 'Johnson & Johnson',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'JNPR',
+    name: 'Juniper Networks',
+    sector: 'Information Technology',
+    subIndustry: 'Communications Equipment',
+  },
+  {
+    symbol: 'JPM',
+    name: 'JPMorgan Chase',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'K',
+    name: "Kellogg's",
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'KEY',
+    name: 'KeyCorp',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'KEYS',
+    name: 'Keysight Technologies',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Equipment & Instruments',
+  },
+  {
+    symbol: 'KHC',
+    name: 'Kraft Heinz',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'KIM',
+    name: 'Kimco Realty',
+    sector: 'Real Estate',
+    subIndustry: 'Retail REITs',
+  },
+  {
+    symbol: 'KLAC',
+    name: 'KLA Corporation',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductor Equipment',
+  },
+  {
+    symbol: 'KMB',
+    name: 'Kimberly-Clark',
+    sector: 'Consumer Staples',
+    subIndustry: 'Household Products',
+  },
+  {
+    symbol: 'KMI',
+    name: 'Kinder Morgan',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Storage & Transportation',
+  },
+  {
+    symbol: 'KMX',
+    name: 'CarMax',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'KO',
+    name: 'Coca-Cola Company',
+    sector: 'Consumer Staples',
+    subIndustry: 'Soft Drinks',
+  },
+  {
+    symbol: 'KR',
+    name: 'Kroger',
+    sector: 'Consumer Staples',
+    subIndustry: 'Food Retail',
+  },
+  {
+    symbol: 'KSU',
+    name: 'Kansas City Southern',
+    sector: 'Industrials',
+    subIndustry: 'Railroads',
+  },
+  {
+    symbol: 'L',
+    name: 'Loews Corporation',
+    sector: 'Financials',
+    subIndustry: 'Multi-line Insurance',
+  },
+  {
+    symbol: 'LDOS',
+    name: 'Leidos',
+    sector: 'Industrials',
+    subIndustry: 'Diversified Support Services',
+  },
+  {
+    symbol: 'LEG',
+    name: 'Leggett & Platt',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Home Furnishings',
+  },
+  {
+    symbol: 'LEN',
+    name: 'Lennar',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Homebuilding',
+  },
+  {
+    symbol: 'LH',
+    name: 'LabCorp',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Services',
+  },
+  {
+    symbol: 'LHX',
+    name: 'L3Harris Technologies',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'LIN',
+    name: 'Linde',
+    sector: 'Materials',
+    subIndustry: 'Industrial Gases',
+  },
+  {
+    symbol: 'LKQ',
+    name: 'LKQ Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Distributors',
+  },
+  {
+    symbol: 'LLY',
+    name: 'Eli Lilly & Co',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'LMT',
+    name: 'Lockheed Martin',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'LNC',
+    name: 'Lincoln National',
+    sector: 'Financials',
+    subIndustry: 'Multi-line Insurance',
+  },
+  {
+    symbol: 'LNT',
+    name: 'Alliant Energy',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'LOW',
+    name: "Lowe's",
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Home Improvement Retail',
+  },
+  {
+    symbol: 'LRCX',
+    name: 'Lam Research',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductor Equipment',
+  },
+  {
+    symbol: 'LUMN',
+    name: 'Lumen Technologies',
+    sector: 'Communication Services',
+    subIndustry: 'Alternative Carriers',
+  },
+  {
+    symbol: 'LUV',
+    name: 'Southwest Airlines',
+    sector: 'Industrials',
+    subIndustry: 'Airlines',
+  },
+  {
+    symbol: 'LVS',
+    name: 'Las Vegas Sands',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Casinos & Gaming',
+  },
+  {
+    symbol: 'LW',
+    name: 'Lamb Weston',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'LYB',
+    name: 'LyondellBasell',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'LYV',
+    name: 'Live Nation Entertainment',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'MA',
+    name: 'Mastercard',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'MAA',
+    name: 'Mid-America Apartments',
+    sector: 'Real Estate',
+    subIndustry: 'Residential REITs',
+  },
+  {
+    symbol: 'MAR',
+    name: 'Marriott International',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Hotels, Resorts & Cruise Lines',
+  },
+  {
+    symbol: 'MAS',
+    name: 'Masco',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'MCD',
+    name: "McDonald's",
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'MCHP',
+    name: 'Microchip Technology',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'MCK',
+    name: 'McKesson Corporation',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'MCO',
+    name: "Moody's Corporation",
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'MDLZ',
+    name: 'Mondelez International',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'MDT',
+    name: 'Medtronic',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'MET',
+    name: 'MetLife',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'MGM',
+    name: 'MGM Resorts International',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Casinos & Gaming',
+  },
+  {
+    symbol: 'MHK',
+    name: 'Mohawk Industries',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Home Furnishings',
+  },
+  {
+    symbol: 'MKC',
+    name: 'McCormick & Company',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'MKTX',
+    name: 'MarketAxess',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'MLM',
+    name: 'Martin Marietta Materials',
+    sector: 'Materials',
+    subIndustry: 'Construction Materials',
+  },
+  {
+    symbol: 'MMC',
+    name: 'Marsh & McLennan',
+    sector: 'Financials',
+    subIndustry: 'Insurance Brokers',
+  },
+  {
+    symbol: 'MMM',
+    name: '3M',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Conglomerates',
+  },
+  {
+    symbol: 'MNST',
+    name: 'Monster Beverage',
+    sector: 'Consumer Staples',
+    subIndustry: 'Soft Drinks',
+  },
+  {
+    symbol: 'MO',
+    name: 'Altria Group',
+    sector: 'Consumer Staples',
+    subIndustry: 'Tobacco',
+  },
+  {
+    symbol: 'MOS',
+    name: 'The Mosaic Company',
+    sector: 'Materials',
+    subIndustry: 'Fertilizers & Agricultural Chemicals',
+  },
+  {
+    symbol: 'MPC',
+    name: 'Marathon Petroleum',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Refining & Marketing',
+  },
+  {
+    symbol: 'MPWR',
+    name: 'Monolithic Power Systems',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'MRK',
+    name: 'Merck & Co.',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'MRNA',
+    name: 'Moderna',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'MRO',
+    name: 'Marathon Oil',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'MS',
+    name: 'Morgan Stanley',
+    sector: 'Financials',
+    subIndustry: 'Investment Banking & Brokerage',
+  },
+  {
+    symbol: 'MSCI',
+    name: 'MSCI',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'MSFT',
+    name: 'Microsoft',
+    sector: 'Information Technology',
+    subIndustry: 'Systems Software',
+  },
+  {
+    symbol: 'MSI',
+    name: 'Motorola Solutions',
+    sector: 'Information Technology',
+    subIndustry: 'Communications Equipment',
+  },
+  {
+    symbol: 'MTB',
+    name: 'M&T Bank',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'MTD',
+    name: 'Mettler Toledo',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'MU',
+    name: 'Micron Technology',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'MXIM',
+    name: 'Maxim Integrated',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'NCLH',
+    name: 'Norwegian Cruise Line Holdings',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Hotels, Resorts & Cruise Lines',
+  },
+  {
+    symbol: 'NDAQ',
+    name: 'Nasdaq',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'NEE',
+    name: 'NextEra Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  { symbol: 'NEM', name: 'Newmont', sector: 'Materials', subIndustry: 'Gold' },
+  {
+    symbol: 'NFLX',
+    name: 'Netflix',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'NI',
+    name: 'NiSource',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'NKE',
+    name: 'Nike',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'NLOK',
+    name: 'NortonLifeLock',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'NLSN',
+    name: 'Nielsen Holdings',
+    sector: 'Industrials',
+    subIndustry: 'Research & Consulting Services',
+  },
+  {
+    symbol: 'NOC',
+    name: 'Northrop Grumman',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'NOV',
+    name: 'Nov',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Equipment & Services',
+  },
+  {
+    symbol: 'NOW',
+    name: 'ServiceNow',
+    sector: 'Information Technology',
+    subIndustry: 'Systems Software',
+  },
+  {
+    symbol: 'NRG',
+    name: 'NRG Energy',
+    sector: 'Utilities',
+    subIndustry: 'Independent Power Producers & Energy Traders',
+  },
+  {
+    symbol: 'NSC',
+    name: 'Norfolk Southern',
+    sector: 'Industrials',
+    subIndustry: 'Railroads',
+  },
+  {
+    symbol: 'NTAP',
+    name: 'NetApp',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'NTRS',
+    name: 'Northern Trust',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  { symbol: 'NUE', name: 'Nucor', sector: 'Materials', subIndustry: 'Steel' },
+  {
+    symbol: 'NVDA',
+    name: 'Nvidia',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'NVR',
+    name: 'NVR',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Homebuilding',
+  },
+  {
+    symbol: 'NWL',
+    name: 'Newell Brands',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Housewares & Specialties',
+  },
+  {
+    symbol: 'NWS',
+    name: 'News Corp (Class B)',
+    sector: 'Communication Services',
+    subIndustry: 'Publishing',
+  },
+  {
+    symbol: 'NWSA',
+    name: 'News Corp (Class A)',
+    sector: 'Communication Services',
+    subIndustry: 'Publishing',
+  },
+  {
+    symbol: 'NXPI',
+    name: 'NXP',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'O',
+    name: 'Realty Income Corporation',
+    sector: 'Real Estate',
+    subIndustry: 'Retail REITs',
+  },
+  {
+    symbol: 'ODFL',
+    name: 'Old Dominion Freight Line',
+    sector: 'Industrials',
+    subIndustry: 'Trucking',
+  },
+  {
+    symbol: 'OGN',
+    name: 'Organon & Co.',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'OKE',
+    name: 'Oneok',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Storage & Transportation',
+  },
+  {
+    symbol: 'OMC',
+    name: 'Omnicom Group',
+    sector: 'Communication Services',
+    subIndustry: 'Advertising',
+  },
+  {
+    symbol: 'ORCL',
+    name: 'Oracle',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'ORLY',
+    name: "O'Reilly Automotive",
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'OTIS',
+    name: 'Otis Worldwide',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'OXY',
+    name: 'Occidental Petroleum',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'PAYC',
+    name: 'Paycom',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'PAYX',
+    name: 'Paychex',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'PBCT',
+    name: "People's United Financial",
+    sector: 'Financials',
+    subIndustry: 'Thrifts & Mortgage Finance',
+  },
+  {
+    symbol: 'PCAR',
+    name: 'Paccar',
+    sector: 'Industrials',
+    subIndustry: 'Construction Machinery & Heavy Trucks',
+  },
+  {
+    symbol: 'PEAK',
+    name: 'Healthpeak Properties',
+    sector: 'Real Estate',
+    subIndustry: 'Health Care REITs',
+  },
+  {
+    symbol: 'PEG',
+    name: 'Public Service Enterprise Group',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'PENN',
+    name: 'Penn National Gaming',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Casinos & Gaming',
+  },
+  {
+    symbol: 'PEP',
+    name: 'PepsiCo',
+    sector: 'Consumer Staples',
+    subIndustry: 'Soft Drinks',
+  },
+  {
+    symbol: 'PFE',
+    name: 'Pfizer',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'PFG',
+    name: 'Principal Financial Group',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'PG',
+    name: 'Procter & Gamble',
+    sector: 'Consumer Staples',
+    subIndustry: 'Personal Products',
+  },
+  {
+    symbol: 'PGR',
+    name: 'Progressive Corporation',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'PH',
+    name: 'Parker-Hannifin',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'PHM',
+    name: 'PulteGroup',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Homebuilding',
+  },
+  {
+    symbol: 'PKG',
+    name: 'Packaging Corporation of America',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'PKI',
+    name: 'PerkinElmer',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'PLD',
+    name: 'Prologis',
+    sector: 'Real Estate',
+    subIndustry: 'Industrial REITs',
+  },
+  {
+    symbol: 'PM',
+    name: 'Philip Morris International',
+    sector: 'Consumer Staples',
+    subIndustry: 'Tobacco',
+  },
+  {
+    symbol: 'PNC',
+    name: 'PNC Financial Services',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'PNR',
+    name: 'Pentair',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'PNW',
+    name: 'Pinnacle West Capital',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'POOL',
+    name: 'Pool Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Distributors',
+  },
+  {
+    symbol: 'PPG',
+    name: 'PPG Industries',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'PPL',
+    name: 'PPL',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'PRGO',
+    name: 'Perrigo',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'PRU',
+    name: 'Prudential Financial',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'PSA',
+    name: 'Public Storage',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'PSX',
+    name: 'Phillips 66',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Refining & Marketing',
+  },
+  {
+    symbol: 'PTC',
+    name: 'PTC',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'PVH',
+    name: 'PVH',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'PWR',
+    name: 'Quanta Services',
+    sector: 'Industrials',
+    subIndustry: 'Construction & Engineering',
+  },
+  {
+    symbol: 'PXD',
+    name: 'Pioneer Natural Resources',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Exploration & Production',
+  },
+  {
+    symbol: 'PYPL',
+    name: 'PayPal',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'QCOM',
+    name: 'Qualcomm',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'QRVO',
+    name: 'Qorvo',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'RCL',
+    name: 'Royal Caribbean Group',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Hotels, Resorts & Cruise Lines',
+  },
+  {
+    symbol: 'RE',
+    name: 'Everest Re',
+    sector: 'Financials',
+    subIndustry: 'Reinsurance',
+  },
+  {
+    symbol: 'REG',
+    name: 'Regency Centers',
+    sector: 'Real Estate',
+    subIndustry: 'Retail REITs',
+  },
+  {
+    symbol: 'REGN',
+    name: 'Regeneron Pharmaceuticals',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'RF',
+    name: 'Regions Financial Corporation',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'RHI',
+    name: 'Robert Half International',
+    sector: 'Industrials',
+    subIndustry: 'Human Resource & Employment Services',
+  },
+  {
+    symbol: 'RJF',
+    name: 'Raymond James Financial',
+    sector: 'Financials',
+    subIndustry: 'Investment Banking & Brokerage',
+  },
+  {
+    symbol: 'RL',
+    name: 'Ralph Lauren Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'RMD',
+    name: 'ResMed',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'ROK',
+    name: 'Rockwell Automation',
+    sector: 'Industrials',
+    subIndustry: 'Electrical Components & Equipment',
+  },
+  {
+    symbol: 'ROL',
+    name: 'Rollins',
+    sector: 'Industrials',
+    subIndustry: 'Environmental & Facilities Services',
+  },
+  {
+    symbol: 'ROP',
+    name: 'Roper Technologies',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Conglomerates',
+  },
+  {
+    symbol: 'ROST',
+    name: 'Ross Stores',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel Retail',
+  },
+  {
+    symbol: 'RSG',
+    name: 'Republic Services',
+    sector: 'Industrials',
+    subIndustry: 'Environmental & Facilities Services',
+  },
+  {
+    symbol: 'RTX',
+    name: 'Raytheon Technologies',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'SBAC',
+    name: 'SBA Communications',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'SBUX',
+    name: 'Starbucks',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'SCHW',
+    name: 'Charles Schwab Corporation',
+    sector: 'Financials',
+    subIndustry: 'Investment Banking & Brokerage',
+  },
+  {
+    symbol: 'SEE',
+    name: 'Sealed Air',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'SHW',
+    name: 'Sherwin-Williams',
+    sector: 'Materials',
+    subIndustry: 'Specialty Chemicals',
+  },
+  {
+    symbol: 'SIVB',
+    name: 'SVB Financial',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'SJM',
+    name: 'JM Smucker',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'SLB',
+    name: 'Schlumberger',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Equipment & Services',
+  },
+  {
+    symbol: 'SNA',
+    name: 'Snap-on',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'SNPS',
+    name: 'Synopsys',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'SO',
+    name: 'Southern Company',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'SPG',
+    name: 'Simon Property Group',
+    sector: 'Real Estate',
+    subIndustry: 'Retail REITs',
+  },
+  {
+    symbol: 'SPGI',
+    name: 'S&P Global',
+    sector: 'Financials',
+    subIndustry: 'Financial Exchanges & Data',
+  },
+  {
+    symbol: 'SRE',
+    name: 'Sempra Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'STE',
+    name: 'Steris',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'STT',
+    name: 'State Street Corporation',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'STX',
+    name: 'Seagate Technology',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'STZ',
+    name: 'Constellation Brands',
+    sector: 'Consumer Staples',
+    subIndustry: 'Distillers & Vintners',
+  },
+  {
+    symbol: 'SWK',
+    name: 'Stanley Black & Decker',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'SWKS',
+    name: 'Skyworks Solutions',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'SYF',
+    name: 'Synchrony Financial',
+    sector: 'Financials',
+    subIndustry: 'Consumer Finance',
+  },
+  {
+    symbol: 'SYK',
+    name: 'Stryker Corporation',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'SYY',
+    name: 'Sysco',
+    sector: 'Consumer Staples',
+    subIndustry: 'Food Distributors',
+  },
+  {
+    symbol: 'T',
+    name: 'AT&T',
+    sector: 'Communication Services',
+    subIndustry: 'Integrated Telecommunication Services',
+  },
+  {
+    symbol: 'TAP',
+    name: 'Molson Coors Beverage Company',
+    sector: 'Consumer Staples',
+    subIndustry: 'Brewers',
+  },
+  {
+    symbol: 'TDG',
+    name: 'TransDigm Group',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'TDY',
+    name: 'Teledyne Technologies',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'TEL',
+    name: 'TE Connectivity',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Manufacturing Services',
+  },
+  {
+    symbol: 'TER',
+    name: 'Teradyne',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductor Equipment',
+  },
+  {
+    symbol: 'TFC',
+    name: 'Truist Financial',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'TFX',
+    name: 'Teleflex',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'TGT',
+    name: 'Target Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'General Merchandise Stores',
+  },
+  {
+    symbol: 'TJX',
+    name: 'TJX Companies',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel Retail',
+  },
+  {
+    symbol: 'TMO',
+    name: 'Thermo Fisher Scientific',
+    sector: 'Health Care',
+    subIndustry: 'Life Sciences Tools & Services',
+  },
+  {
+    symbol: 'TMUS',
+    name: 'T-Mobile US',
+    sector: 'Communication Services',
+    subIndustry: 'Wireless Telecommunication Services',
+  },
+  {
+    symbol: 'TPR',
+    name: 'Tapestry',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'TRMB',
+    name: 'Trimble',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Equipment & Instruments',
+  },
+  {
+    symbol: 'TROW',
+    name: 'T. Rowe Price',
+    sector: 'Financials',
+    subIndustry: 'Asset Management & Custody Banks',
+  },
+  {
+    symbol: 'TRV',
+    name: 'The Travelers Companies',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'TSCO',
+    name: 'Tractor Supply Company',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'TSLA',
+    name: 'Tesla',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Automobile Manufacturers',
+  },
+  {
+    symbol: 'TSN',
+    name: 'Tyson Foods',
+    sector: 'Consumer Staples',
+    subIndustry: 'Packaged Foods & Meats',
+  },
+  {
+    symbol: 'TT',
+    name: 'Trane Technologies',
+    sector: 'Industrials',
+    subIndustry: 'Building Products',
+  },
+  {
+    symbol: 'TTWO',
+    name: 'Take-Two Interactive',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Home Entertainment',
+  },
+  {
+    symbol: 'TWTR',
+    name: 'Twitter',
+    sector: 'Communication Services',
+    subIndustry: 'Interactive Media & Services',
+  },
+  {
+    symbol: 'TXN',
+    name: 'Texas Instruments',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'TXT',
+    name: 'Textron',
+    sector: 'Industrials',
+    subIndustry: 'Aerospace & Defense',
+  },
+  {
+    symbol: 'TYL',
+    name: 'Tyler Technologies',
+    sector: 'Information Technology',
+    subIndustry: 'Application Software',
+  },
+  {
+    symbol: 'UA',
+    name: 'Under Armour (Class C)',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'UAA',
+    name: 'Under Armour (Class A)',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'UAL',
+    name: 'United Airlines',
+    sector: 'Industrials',
+    subIndustry: 'Airlines',
+  },
+  {
+    symbol: 'UDR',
+    name: 'UDR',
+    sector: 'Real Estate',
+    subIndustry: 'Residential REITs',
+  },
+  {
+    symbol: 'UHS',
+    name: 'Universal Health Services',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Facilities',
+  },
+  {
+    symbol: 'ULTA',
+    name: 'Ulta Beauty',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Specialty Stores',
+  },
+  {
+    symbol: 'UNH',
+    name: 'UnitedHealth Group',
+    sector: 'Health Care',
+    subIndustry: 'Managed Health Care',
+  },
+  {
+    symbol: 'UNM',
+    name: 'Unum Group',
+    sector: 'Financials',
+    subIndustry: 'Life & Health Insurance',
+  },
+  {
+    symbol: 'UNP',
+    name: 'Union Pacific',
+    sector: 'Industrials',
+    subIndustry: 'Railroads',
+  },
+  {
+    symbol: 'UPS',
+    name: 'United Parcel Service',
+    sector: 'Industrials',
+    subIndustry: 'Air Freight & Logistics',
+  },
+  {
+    symbol: 'URI',
+    name: 'United Rentals',
+    sector: 'Industrials',
+    subIndustry: 'Trading Companies & Distributors',
+  },
+  {
+    symbol: 'USB',
+    name: 'U.S. Bancorp',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'V',
+    name: 'Visa',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'VFC',
+    name: 'VF Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Apparel, Accessories & Luxury Goods',
+  },
+  {
+    symbol: 'VIAC',
+    name: 'ViacomCBS',
+    sector: 'Communication Services',
+    subIndustry: 'Movies & Entertainment',
+  },
+  {
+    symbol: 'VLO',
+    name: 'Valero Energy',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Refining & Marketing',
+  },
+  {
+    symbol: 'VMC',
+    name: 'Vulcan Materials',
+    sector: 'Materials',
+    subIndustry: 'Construction Materials',
+  },
+  {
+    symbol: 'VNO',
+    name: 'Vornado Realty Trust',
+    sector: 'Real Estate',
+    subIndustry: 'Office REITs',
+  },
+  {
+    symbol: 'VRSK',
+    name: 'Verisk Analytics',
+    sector: 'Industrials',
+    subIndustry: 'Research & Consulting Services',
+  },
+  {
+    symbol: 'VRSN',
+    name: 'Verisign',
+    sector: 'Information Technology',
+    subIndustry: 'Internet Services & Infrastructure',
+  },
+  {
+    symbol: 'VRTX',
+    name: 'Vertex Pharmaceuticals',
+    sector: 'Health Care',
+    subIndustry: 'Biotechnology',
+  },
+  {
+    symbol: 'VTR',
+    name: 'Ventas',
+    sector: 'Real Estate',
+    subIndustry: 'Health Care REITs',
+  },
+  {
+    symbol: 'VTRS',
+    name: 'Viatris',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
+  {
+    symbol: 'VZ',
+    name: 'Verizon Communications',
+    sector: 'Communication Services',
+    subIndustry: 'Integrated Telecommunication Services',
+  },
+  {
+    symbol: 'WAB',
+    name: 'Wabtec',
+    sector: 'Industrials',
+    subIndustry: 'Construction Machinery & Heavy Trucks',
+  },
+  {
+    symbol: 'WAT',
+    name: 'Waters Corporation',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Distributors',
+  },
+  {
+    symbol: 'WBA',
+    name: 'Walgreens Boots Alliance',
+    sector: 'Consumer Staples',
+    subIndustry: 'Drug Retail',
+  },
+  {
+    symbol: 'WDC',
+    name: 'Western Digital',
+    sector: 'Information Technology',
+    subIndustry: 'Technology Hardware, Storage & Peripherals',
+  },
+  {
+    symbol: 'WEC',
+    name: 'WEC Energy Group',
+    sector: 'Utilities',
+    subIndustry: 'Electric Utilities',
+  },
+  {
+    symbol: 'WELL',
+    name: 'Welltower',
+    sector: 'Real Estate',
+    subIndustry: 'Health Care REITs',
+  },
+  {
+    symbol: 'WFC',
+    name: 'Wells Fargo',
+    sector: 'Financials',
+    subIndustry: 'Diversified Banks',
+  },
+  {
+    symbol: 'WHR',
+    name: 'Whirlpool Corporation',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Household Appliances',
+  },
+  {
+    symbol: 'WLTW',
+    name: 'Willis Towers Watson',
+    sector: 'Financials',
+    subIndustry: 'Insurance Brokers',
+  },
+  {
+    symbol: 'WM',
+    name: 'Waste Management',
+    sector: 'Industrials',
+    subIndustry: 'Environmental & Facilities Services',
+  },
+  {
+    symbol: 'WMB',
+    name: 'Williams Companies',
+    sector: 'Energy',
+    subIndustry: 'Oil & Gas Storage & Transportation',
+  },
+  {
+    symbol: 'WMT',
+    name: 'Walmart',
+    sector: 'Consumer Staples',
+    subIndustry: 'Hypermarkets & Super Centers',
+  },
+  {
+    symbol: 'WRB',
+    name: 'W. R. Berkley Corporation',
+    sector: 'Financials',
+    subIndustry: 'Property & Casualty Insurance',
+  },
+  {
+    symbol: 'WRK',
+    name: 'WestRock',
+    sector: 'Materials',
+    subIndustry: 'Paper Packaging',
+  },
+  {
+    symbol: 'WST',
+    name: 'West Pharmaceutical Services',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Supplies',
+  },
+  {
+    symbol: 'WU',
+    name: 'Western Union',
+    sector: 'Information Technology',
+    subIndustry: 'Data Processing & Outsourced Services',
+  },
+  {
+    symbol: 'WY',
+    name: 'Weyerhaeuser',
+    sector: 'Real Estate',
+    subIndustry: 'Specialized REITs',
+  },
+  {
+    symbol: 'WYNN',
+    name: 'Wynn Resorts',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Casinos & Gaming',
+  },
+  {
+    symbol: 'XEL',
+    name: 'Xcel Energy',
+    sector: 'Utilities',
+    subIndustry: 'Multi-Utilities',
+  },
+  {
+    symbol: 'XLNX',
+    name: 'Xilinx',
+    sector: 'Information Technology',
+    subIndustry: 'Semiconductors',
+  },
+  {
+    symbol: 'XOM',
+    name: 'ExxonMobil',
+    sector: 'Energy',
+    subIndustry: 'Integrated Oil & Gas',
+  },
+  {
+    symbol: 'XRAY',
+    name: 'Dentsply Sirona',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Supplies',
+  },
+  {
+    symbol: 'XYL',
+    name: 'Xylem',
+    sector: 'Industrials',
+    subIndustry: 'Industrial Machinery',
+  },
+  {
+    symbol: 'YUM',
+    name: 'Yum! Brands',
+    sector: 'Consumer Discretionary',
+    subIndustry: 'Restaurants',
+  },
+  {
+    symbol: 'ZBH',
+    name: 'Zimmer Biomet',
+    sector: 'Health Care',
+    subIndustry: 'Health Care Equipment',
+  },
+  {
+    symbol: 'ZBRA',
+    name: 'Zebra Technologies',
+    sector: 'Information Technology',
+    subIndustry: 'Electronic Equipment & Instruments',
+  },
+  {
+    symbol: 'ZION',
+    name: 'Zions Bancorp',
+    sector: 'Financials',
+    subIndustry: 'Regional Banks',
+  },
+  {
+    symbol: 'ZTS',
+    name: 'Zoetis',
+    sector: 'Health Care',
+    subIndustry: 'Pharmaceuticals',
+  },
 ];
diff --git a/src/helper/binarySearchTree.test.ts b/src/helper/binarySearchTree.test.ts
index f6e6fcf..fbf5166 100644
--- a/src/helper/binarySearchTree.test.ts
+++ b/src/helper/binarySearchTree.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {strictEqual} from 'assert';
-import {BinarySearchTree} from './binarySearchTree';
+import { strictEqual } from 'assert';
+import { BinarySearchTree } from './binarySearchTree';
 
 describe('Binary Search Tree (BST)', () => {
   it('should be able to compute min', () => {
@@ -18,7 +18,7 @@ describe('Binary Search Tree (BST)', () => {
     for (let i = values.length - 1; i > 0; i--) {
       const removed = bst.remove(values[i]);
       strictEqual(removed, true);
-      strictEqual(bst.min(), expected[i-1]);
+      strictEqual(bst.min(), expected[i - 1]);
     }
   });
   it('should be able to compute max', () => {
@@ -34,7 +34,7 @@ describe('Binary Search Tree (BST)', () => {
     for (let i = values.length - 1; i > 0; i--) {
       const removed = bst.remove(values[i]);
       strictEqual(removed, true);
-      strictEqual(bst.max(), expected[i-1]);
+      strictEqual(bst.max(), expected[i - 1]);
     }
   });
 });
diff --git a/src/helper/binarySearchTree.ts b/src/helper/binarySearchTree.ts
index 249c4b9..1bdf15e 100644
--- a/src/helper/binarySearchTree.ts
+++ b/src/helper/binarySearchTree.ts
@@ -126,7 +126,7 @@ export class BinarySearchTree {
       return;
     }
 
-    if ((info.node.left !== null) && ((info.node.right !== null))) {
+    if (info.node.left !== null && info.node.right !== null) {
       const minInfo = BinarySearchTree.minNode(info.node.right);
       if (minInfo.parent === null) {
         minInfo.parent = info.node;
diff --git a/src/helper/date.test.ts b/src/helper/date.test.ts
index 084d285..9da5a9b 100644
--- a/src/helper/date.test.ts
+++ b/src/helper/date.test.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {daysLaterFrom, toISODateString} from './date';
+import { daysLaterFrom, toISODateString } from './date';
 
 describe('Date helpers', () => {
   it('should be able to compute iso', () => {
diff --git a/src/helper/numArray.test.ts b/src/helper/numArray.test.ts
index c47bf9d..ec034ab 100644
--- a/src/helper/numArray.test.ts
+++ b/src/helper/numArray.test.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual, strictEqual} from 'assert';
+import { deepStrictEqual, strictEqual } from 'assert';
 import * as NumArray from './numArray';
 
 describe('Number Array', () => {
@@ -113,7 +113,12 @@ describe('Number Array', () => {
   it('should be able to transpose values', () => {
     const values1 = [1, 3, 5, 7];
     const values2 = [2, 4, 6, 8];
-    const expected = [[1, 2], [3, 4], [5, 6], [7, 8]];
+    const expected = [
+      [1, 2],
+      [3, 4],
+      [5, 6],
+      [7, 8],
+    ];
 
     const actual = NumArray.transpose(values1, values2);
     deepStrictEqual(actual, expected);
@@ -138,9 +143,9 @@ describe('Number Array', () => {
   });
 
   it('should be able to round digits for all', () => {
-    const values = [1.2345, 2.5194, 4.1025, 6.7790];
+    const values = [1.2345, 2.5194, 4.1025, 6.779];
     const digits = 2;
-    const expected = [1.23, 2.52, 4.10, 6.78];
+    const expected = [1.23, 2.52, 4.1, 6.78];
 
     const actual = NumArray.roundDigitsAll(digits, values);
     deepStrictEqual(actual, expected);
diff --git a/src/helper/numArray.ts b/src/helper/numArray.ts
index 200c54e..5b70867 100644
--- a/src/helper/numArray.ts
+++ b/src/helper/numArray.ts
@@ -199,7 +199,7 @@ export function changes(n: number, values: number[]): number[] {
  * @return sign values.
  */
 export function extractSigns(values: number[]): number[] {
-  return values.map((value) => (value >= 0) ? 1 : -1);
+  return values.map((value) => (value >= 0 ? 1 : -1));
 }
 
 /**
@@ -261,14 +261,14 @@ export function roundDigitsAll(digits: number, values: number[]): number[] {
  * @return generated numbers.
  */
 export function generateNumbers(
-    begin: number,
-    end: number,
-    step: number,
+  begin: number,
+  end: number,
+  step: number
 ): number[] {
   const result = new Array<number>((end - begin) / step);
 
   for (let i = 0; i < result.length; i++) {
-    result[i] = begin + (step * i);
+    result[i] = begin + step * i;
   }
 
   return result;
diff --git a/src/helper/regression.test.ts b/src/helper/regression.test.ts
index 25a9409..dd43f19 100644
--- a/src/helper/regression.test.ts
+++ b/src/helper/regression.test.ts
@@ -1,9 +1,13 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual, strictEqual} from 'assert';
-import {roundDigits, roundDigitsAll} from './numArray';
-import {leastSquare, linearRegressionUsingLeastSquare, movingLeastSquare} from './regression';
+import { deepStrictEqual, strictEqual } from 'assert';
+import { roundDigits, roundDigitsAll } from './numArray';
+import {
+  leastSquare,
+  linearRegressionUsingLeastSquare,
+  movingLeastSquare,
+} from './regression';
 
 describe('Linear Regressin', () => {
   it('should be able to compute the least square', () => {
diff --git a/src/helper/regression.ts b/src/helper/regression.ts
index d359fca..cbd43d0 100644
--- a/src/helper/regression.ts
+++ b/src/helper/regression.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, addBy, checkSameLength, multiply, multiplyBy} from './numArray';
+import { add, addBy, checkSameLength, multiply, multiplyBy } from './numArray';
 
 /**
  * Least square result object.
@@ -49,8 +49,8 @@ export function leastSquare(x: number[], y: number[]): LeastSquareResult {
   }
 
   const n = x.length;
-  const m = ((n * sumXY) - (sumX * sumY)) / ((n * sumX2) - (sumX * sumX));
-  const b = (sumY - (m * sumX)) / n;
+  const m = (n * sumXY - sumX * sumY) / (n * sumX2 - sumX * sumX);
+  const b = (sumY - m * sumX) / n;
 
   return {
     m,
@@ -74,9 +74,9 @@ export function leastSquare(x: number[], y: number[]): LeastSquareResult {
  * @return moving least square result.
  */
 export function movingLeastSquare(
-    period: number,
-    x: number[],
-    y: number[],
+  period: number,
+  x: number[],
+  y: number[]
 ): MovingLeastSquareResult {
   checkSameLength(x, y);
 
@@ -97,16 +97,16 @@ export function movingLeastSquare(
     let n = i + 1;
 
     if (i >= period) {
-      sumX -= x[i-period];
-      sumX2 -= x[i-period] * x[i-period];
-      sumY -= y[i-period];
-      sumXY -= x[i-period] * y[i-period];
+      sumX -= x[i - period];
+      sumX2 -= x[i - period] * x[i - period];
+      sumY -= y[i - period];
+      sumXY -= x[i - period] * y[i - period];
       n = period;
     }
 
     if (i > 0) {
-      m[i] = ((n * sumXY) - (sumX * sumY)) / ((n * sumX2) - (sumX * sumX));
-      b[i] = (sumY - (m[i] * sumX)) / n;
+      m[i] = (n * sumXY - sumX * sumY) / (n * sumX2 - sumX * sumX);
+      b[i] = (sumY - m[i] * sumX) / n;
     } else {
       m[i] = 0;
       b[i] = 0;
@@ -128,7 +128,10 @@ export function movingLeastSquare(
  * @param y y values.
  * @return regression values.
  */
-export function linearRegressionUsingLeastSquare(x: number[], y: number[]): number[] {
+export function linearRegressionUsingLeastSquare(
+  x: number[],
+  y: number[]
+): number[] {
   const ls = leastSquare(x, y);
   const lr = addBy(ls.b, multiplyBy(ls.m, x));
   return lr;
@@ -145,9 +148,9 @@ export function linearRegressionUsingLeastSquare(x: number[], y: number[]): numb
  * @return regression values.
  */
 export function movingLinearRegressionUsingLeastSquare(
-    period: number,
-    x: number[],
-    y: number[],
+  period: number,
+  x: number[],
+  y: number[]
 ): number[] {
   const ls = movingLeastSquare(period, x, y);
   const lr = add(multiply(ls.m, x), ls.b);
diff --git a/src/indicator/momentum/awesomeOscillator.ts b/src/indicator/momentum/awesomeOscillator.ts
index 61f6387..46f2eda 100644
--- a/src/indicator/momentum/awesomeOscillator.ts
+++ b/src/indicator/momentum/awesomeOscillator.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, divideBy, substract} from '../../helper/numArray';
-import {sma} from '../trend/sma';
+import { add, divideBy, substract } from '../../helper/numArray';
+import { sma } from '../trend/sma';
 
 /**
  * Awesome Oscillator.
diff --git a/src/indicator/momentum/chaikinOscillator.test.ts b/src/indicator/momentum/chaikinOscillator.test.ts
index d115f6a..a607f3e 100644
--- a/src/indicator/momentum/chaikinOscillator.test.ts
+++ b/src/indicator/momentum/chaikinOscillator.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {chaikinOscillator} from './chaikinOscillator';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { chaikinOscillator } from './chaikinOscillator';
 
 describe('Chaikin Oscillator', () => {
   it('should be able to compute co', () => {
diff --git a/src/indicator/momentum/chaikinOscillator.ts b/src/indicator/momentum/chaikinOscillator.ts
index 48b113d..27fd068 100644
--- a/src/indicator/momentum/chaikinOscillator.ts
+++ b/src/indicator/momentum/chaikinOscillator.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {substract} from '../../helper/numArray';
-import {ema} from '../trend/ema';
-import {accumulationDistribution} from '../volume/accumulationDistribution';
+import { substract } from '../../helper/numArray';
+import { ema } from '../trend/ema';
+import { accumulationDistribution } from '../volume/accumulationDistribution';
 
 /**
  * Chaikin oscillator result object.
@@ -31,12 +31,12 @@ export interface ChaikinOscillator {
  * @return chaikin oscillator.
  */
 export function chaikinOscillator(
-    fastPeriod: number,
-    slowPeriod: number,
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volumes: number[],
+  fastPeriod: number,
+  slowPeriod: number,
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volumes: number[]
 ): ChaikinOscillator {
   const ad = accumulationDistribution(highs, lows, closings, volumes);
   const co = substract(ema(fastPeriod, ad), ema(slowPeriod, ad));
@@ -58,10 +58,10 @@ export function chaikinOscillator(
  * @return chaikin oscillator.
  */
 export function defaultChaikinOscillator(
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volumes: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volumes: number[]
 ): ChaikinOscillator {
   return chaikinOscillator(3, 10, highs, lows, closings, volumes);
 }
diff --git a/src/indicator/momentum/ichimokuCloud.ts b/src/indicator/momentum/ichimokuCloud.ts
index 26a039e..1d9367c 100644
--- a/src/indicator/momentum/ichimokuCloud.ts
+++ b/src/indicator/momentum/ichimokuCloud.ts
@@ -1,9 +1,14 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, checkSameLength, divideBy, shiftRightBy} from '../../helper/numArray';
-import {mmax} from '../trend/mmax';
-import {mmin} from '../trend/mmin';
+import {
+  add,
+  checkSameLength,
+  divideBy,
+  shiftRightBy,
+} from '../../helper/numArray';
+import { mmax } from '../trend/mmax';
+import { mmin } from '../trend/mmin';
 
 /**
  * Ichimoku cloud result object.
@@ -33,9 +38,9 @@ export interface IchimokuCloudResult {
  * @return ichimoku cloud result object.
  */
 export function ichimokuCloud(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): IchimokuCloudResult {
   checkSameLength(highs, lows, closings);
 
diff --git a/src/indicator/momentum/rsi.ts b/src/indicator/momentum/rsi.ts
index d373a85..dd49179 100644
--- a/src/indicator/momentum/rsi.ts
+++ b/src/indicator/momentum/rsi.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {sma} from '../trend/sma';
+import { sma } from '../trend/sma';
 
 /**
  * Relative Strength Index (RSI). It is a momentum indicator that measures
@@ -38,7 +38,7 @@ export function rsi(closings: number[]): number[] {
 
   for (let i = 0; i < closings.length; i++) {
     rs[i] = meanGains[i] / meanLosses[i];
-    r[i] = 100 - (100 / (1 + rs[i]));
+    r[i] = 100 - 100 / (1 + rs[i]);
   }
 
   return r;
diff --git a/src/indicator/momentum/stochasticOscillator.ts b/src/indicator/momentum/stochasticOscillator.ts
index cce5f3e..f9a40e9 100644
--- a/src/indicator/momentum/stochasticOscillator.ts
+++ b/src/indicator/momentum/stochasticOscillator.ts
@@ -1,10 +1,10 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiplyBy, substract} from '../../helper/numArray';
-import {mmin} from '../trend/mmin';
-import {mmax} from '../trend/mmax';
-import {sma} from '../trend/sma';
+import { divide, multiplyBy, substract } from '../../helper/numArray';
+import { mmin } from '../trend/mmin';
+import { mmax } from '../trend/mmax';
+import { sma } from '../trend/sma';
 
 /**
  * Stochastic oscillator result object.
@@ -28,17 +28,20 @@ export interface StochasticOscillator {
  * @return stochastic oscillator result object.
  */
 export function stochasticOscillator(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): StochasticOscillator {
   const highestHigh14 = mmax(14, highs);
   const lowestLow14 = mmin(14, lows);
 
-  const k = multiplyBy(100,
-      divide(
-          substract(closings, lowestLow14),
-          substract(highestHigh14, lowestLow14)));
+  const k = multiplyBy(
+    100,
+    divide(
+      substract(closings, lowestLow14),
+      substract(highestHigh14, lowestLow14)
+    )
+  );
 
   const d = sma(3, k);
 
diff --git a/src/indicator/momentum/williamsR.ts b/src/indicator/momentum/williamsR.ts
index e25aebd..e33ac97 100644
--- a/src/indicator/momentum/williamsR.ts
+++ b/src/indicator/momentum/williamsR.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiplyBy, substract} from '../../helper/numArray';
-import {mmax} from '../trend/mmax';
-import {mmin} from '../trend/mmin';
+import { divide, multiplyBy, substract } from '../../helper/numArray';
+import { mmax } from '../trend/mmax';
+import { mmin } from '../trend/mmin';
 
 const PERIOD = 14;
 
@@ -20,14 +20,14 @@ const PERIOD = 14;
  * @return wr values.
  */
 export function williamsR(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): number[] {
   const highestHigh = mmax(PERIOD, highs);
   const lowestLow = mmin(PERIOD, lows);
-  return multiplyBy(-100,
-      divide(
-          substract(highestHigh, closings),
-          substract(highestHigh, lowestLow)));
+  return multiplyBy(
+    -100,
+    divide(substract(highestHigh, closings), substract(highestHigh, lowestLow))
+  );
 }
diff --git a/src/indicator/trend/absolutePriceOscillator.test.ts b/src/indicator/trend/absolutePriceOscillator.test.ts
index 442e55b..71d7e48 100644
--- a/src/indicator/trend/absolutePriceOscillator.test.ts
+++ b/src/indicator/trend/absolutePriceOscillator.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {absolutePriceOscillator} from './absolutePriceOscillator';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { absolutePriceOscillator } from './absolutePriceOscillator';
 
 describe('Absolute Price Oscillator (APO)', () => {
   it('should be able to compute APO', () => {
diff --git a/src/indicator/trend/absolutePriceOscillator.ts b/src/indicator/trend/absolutePriceOscillator.ts
index 6e3d848..e11550f 100644
--- a/src/indicator/trend/absolutePriceOscillator.ts
+++ b/src/indicator/trend/absolutePriceOscillator.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {substract} from '../../helper/numArray';
-import {ema} from './ema';
+import { substract } from '../../helper/numArray';
+import { ema } from './ema';
 
 /**
  * Absolute Price Oscillator (APO) function calculates the technical indicator
@@ -20,9 +20,9 @@ import {ema} from './ema';
  * @return apo array.
  */
 export function absolutePriceOscillator(
-    fastPeriod: number,
-    slowPeriod: number,
-    values: number[],
+  fastPeriod: number,
+  slowPeriod: number,
+  values: number[]
 ): number[] {
   const fast = ema(fastPeriod, values);
   const slow = ema(slowPeriod, values);
diff --git a/src/indicator/trend/aroon.ts b/src/indicator/trend/aroon.ts
index de13a6f..0870905 100644
--- a/src/indicator/trend/aroon.ts
+++ b/src/indicator/trend/aroon.ts
@@ -1,10 +1,15 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {addBy, checkSameLength, divideBy, multiplyBy} from '../../helper/numArray';
-import {since} from './since';
-import {mmin} from './mmin';
-import {mmax} from './mmax';
+import {
+  addBy,
+  checkSameLength,
+  divideBy,
+  multiplyBy,
+} from '../../helper/numArray';
+import { since } from './since';
+import { mmin } from './mmin';
+import { mmax } from './mmax';
 
 /**
  * Aroon period.
@@ -15,8 +20,8 @@ const AROON_PERIOD = 25;
  * Aroon result.
  */
 export interface AroonResult {
-  up: number[],
-  down: number[],
+  up: number[];
+  down: number[];
 }
 
 /**
@@ -40,11 +45,15 @@ export function aroon(highs: number[], lows: number[]): AroonResult {
   const sinceLastHigh = since(mmax(AROON_PERIOD, highs));
   const sinceLastLow = since(mmin(AROON_PERIOD, lows));
 
-  const up = multiplyBy(100,
-      divideBy(AROON_PERIOD, addBy(AROON_PERIOD, multiplyBy(-1, sinceLastHigh))));
+  const up = multiplyBy(
+    100,
+    divideBy(AROON_PERIOD, addBy(AROON_PERIOD, multiplyBy(-1, sinceLastHigh)))
+  );
 
-  const down = multiplyBy(100,
-      divideBy(AROON_PERIOD, addBy(AROON_PERIOD, multiplyBy(-1, sinceLastLow))));
+  const down = multiplyBy(
+    100,
+    divideBy(AROON_PERIOD, addBy(AROON_PERIOD, multiplyBy(-1, sinceLastLow)))
+  );
 
   return {
     up,
diff --git a/src/indicator/trend/balanceOfPower.test.ts b/src/indicator/trend/balanceOfPower.test.ts
index 9a50bed..ad53877 100644
--- a/src/indicator/trend/balanceOfPower.test.ts
+++ b/src/indicator/trend/balanceOfPower.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {balanceOfPower} from './balanceOfPower';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { balanceOfPower } from './balanceOfPower';
 
 describe('Balance of Powers (BOM)', () => {
   it('should be able to compute BOM', () => {
diff --git a/src/indicator/trend/balanceOfPower.ts b/src/indicator/trend/balanceOfPower.ts
index 1aeec10..0478c96 100644
--- a/src/indicator/trend/balanceOfPower.ts
+++ b/src/indicator/trend/balanceOfPower.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, substract} from '../../helper/numArray';
+import { divide, substract } from '../../helper/numArray';
 
 /**
  * The Balance of Power (BOP) function calculates the strength of buying and
@@ -17,7 +17,11 @@ import {divide, substract} from '../../helper/numArray';
  * @param closings closing values.
  * @return balance of power values.
  */
-export function balanceOfPower(openings: number[], highs: number[],
-    lows: number[], closings: number[]): number[] {
+export function balanceOfPower(
+  openings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
+): number[] {
   return divide(substract(closings, openings), substract(highs, lows));
 }
diff --git a/src/indicator/trend/chandeForecastOscillator.test.ts b/src/indicator/trend/chandeForecastOscillator.test.ts
index b314d1e..048ca05 100644
--- a/src/indicator/trend/chandeForecastOscillator.test.ts
+++ b/src/indicator/trend/chandeForecastOscillator.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {chandeForecastOscillator} from './chandeForecastOscillator';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { chandeForecastOscillator } from './chandeForecastOscillator';
 
 describe('Chande Forecast Oscillator (CFO)', () => {
   it('should be able to compute CFO', () => {
diff --git a/src/indicator/trend/chandeForecastOscillator.ts b/src/indicator/trend/chandeForecastOscillator.ts
index e8ef260..ce9cf72 100644
--- a/src/indicator/trend/chandeForecastOscillator.ts
+++ b/src/indicator/trend/chandeForecastOscillator.ts
@@ -1,8 +1,16 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, generateNumbers, multiplyBy, substract} from '../../helper/numArray';
-import {linearRegressionUsingLeastSquare, movingLinearRegressionUsingLeastSquare} from '../../helper/regression';
+import {
+  divide,
+  generateNumbers,
+  multiplyBy,
+  substract,
+} from '../../helper/numArray';
+import {
+  linearRegressionUsingLeastSquare,
+  movingLinearRegressionUsingLeastSquare,
+} from '../../helper/regression';
 
 /**
  * The Chande Forecast Oscillator developed by Tushar Chande The Forecast
@@ -41,7 +49,10 @@ export function chandeForecastOscillator(closings: number[]): number[] {
  * @param closings closing values.
  * @return moving cfo.
  */
-export function movingChandeForecastOscillator(period: number, closings: number[]): number[] {
+export function movingChandeForecastOscillator(
+  period: number,
+  closings: number[]
+): number[] {
   const x = generateNumbers(0, closings.length, 1);
   const r = movingLinearRegressionUsingLeastSquare(period, x, closings);
   const cfo = multiplyBy(100, divide(substract(closings, r), closings));
diff --git a/src/indicator/trend/dema.ts b/src/indicator/trend/dema.ts
index c2c6ada..6467f01 100644
--- a/src/indicator/trend/dema.ts
+++ b/src/indicator/trend/dema.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {multiplyBy, substract} from '../../helper/numArray';
-import {ema} from './ema';
+import { multiplyBy, substract } from '../../helper/numArray';
+import { ema } from './ema';
 
 /**
  * Dema calculates the Double Exponential Moving Average (DEMA).
diff --git a/src/indicator/trend/ema.test.ts b/src/indicator/trend/ema.test.ts
index a09fca4..5306894 100644
--- a/src/indicator/trend/ema.test.ts
+++ b/src/indicator/trend/ema.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {ema} from './ema';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { ema } from './ema';
 
 describe('Exponential Moving Average (EMA)', () => {
   it('should be able to compute EMA', () => {
diff --git a/src/indicator/trend/ema.ts b/src/indicator/trend/ema.ts
index 90c69f8..bab4c42 100644
--- a/src/indicator/trend/ema.ts
+++ b/src/indicator/trend/ema.ts
@@ -17,7 +17,7 @@ export function ema(period: number, values: number[]): number[] {
     result[0] = values[0];
 
     for (let i = 1; i < result.length; i++) {
-      result[i] = (values[i] * k) + (result[i - 1] * m);
+      result[i] = values[i] * k + result[i - 1] * m;
     }
   }
 
diff --git a/src/indicator/trend/index.md b/src/indicator/trend/index.md
index 9c9b29f..e1d5959 100644
--- a/src/indicator/trend/index.md
+++ b/src/indicator/trend/index.md
@@ -208,7 +208,7 @@ const result = qstick(period, openings, closings);
 
 #### Random Index (KDJ)
 
-The [kdj](./kdj.ts) function calculates the KDJ  indicator, also known as the Random Index. KDJ is calculated similar to the Stochastic Oscillator with the difference of having the J line. It is used to analyze the trend and entry points.
+The [kdj](./kdj.ts) function calculates the KDJ indicator, also known as the Random Index. KDJ is calculated similar to the Stochastic Oscillator with the difference of having the J line. It is used to analyze the trend and entry points.
 
 The K and D lines show if the asset is overbought when they crosses above 80%, and oversold when they crosses below 20%. The J line represents the divergence.
 
diff --git a/src/indicator/trend/kdj.test.ts b/src/indicator/trend/kdj.test.ts
index b94a3e3..08cde0d 100644
--- a/src/indicator/trend/kdj.test.ts
+++ b/src/indicator/trend/kdj.test.ts
@@ -1,18 +1,24 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {defaultKdj} from './kdj';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { defaultKdj } from './kdj';
 
 describe('KDJ indicator', () => {
   it('should be able to compute KDJ', () => {
     const lows = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
     const highs = [10, 20, 30, 40, 50, 60, 70, 80, 90, 100];
     const closings = [5, 10, 15, 20, 25, 30, 35, 40, 45, 50];
-    const expectedK = [44.44, 45.91, 46.70, 48.12, 48.66, 48.95, 49.14, 49.26, 49.36, 49.26];
-    const expectedD = [44.44, 45.18, 45.68, 46.91, 47.82, 48.58, 48.91, 49.12, 49.25, 49.30];
-    const expectedJ = [44.44, 47.37, 48.72, 50.55, 50.32, 49.70, 49.58, 49.56, 49.57, 49.19];
+    const expectedK = [
+      44.44, 45.91, 46.7, 48.12, 48.66, 48.95, 49.14, 49.26, 49.36, 49.26,
+    ];
+    const expectedD = [
+      44.44, 45.18, 45.68, 46.91, 47.82, 48.58, 48.91, 49.12, 49.25, 49.3,
+    ];
+    const expectedJ = [
+      44.44, 47.37, 48.72, 50.55, 50.32, 49.7, 49.58, 49.56, 49.57, 49.19,
+    ];
 
     const kdjResult = defaultKdj(highs, lows, closings);
     deepStrictEqual(roundDigitsAll(2, kdjResult.k), expectedK);
diff --git a/src/indicator/trend/kdj.ts b/src/indicator/trend/kdj.ts
index b29130f..023e291 100644
--- a/src/indicator/trend/kdj.ts
+++ b/src/indicator/trend/kdj.ts
@@ -1,18 +1,18 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiplyBy, substract} from '../../helper/numArray';
-import {mmin} from './mmin';
-import {mmax} from './mmax';
-import {sma} from './sma';
+import { divide, multiplyBy, substract } from '../../helper/numArray';
+import { mmin } from './mmin';
+import { mmax } from './mmax';
+import { sma } from './sma';
 
 /**
  * KDJ result.
  */
 export interface KdjResult {
-  k: number[],
-  d: number[],
-  j: number[]
+  k: number[];
+  d: number[];
+  j: number[];
 }
 
 /**
@@ -40,17 +40,20 @@ export interface KdjResult {
  * @return kdj result.
  */
 export function kdj(
-    rPeriod: number,
-    kPeriod: number,
-    dPeriod: number,
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  rPeriod: number,
+  kPeriod: number,
+  dPeriod: number,
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): KdjResult {
   const highest = mmax(rPeriod, highs);
   const lowest = mmin(rPeriod, lows);
 
-  const rsv = multiplyBy(100, divide(substract(closings, lowest), substract(highest, lowest)));
+  const rsv = multiplyBy(
+    100,
+    divide(substract(closings, lowest), substract(highest, lowest))
+  );
 
   const k = sma(kPeriod, rsv);
   const d = sma(dPeriod, k);
@@ -73,9 +76,9 @@ export function kdj(
  * @return kdj result.
  */
 export function defaultKdj(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): KdjResult {
   return kdj(9, 3, 3, highs, lows, closings);
 }
diff --git a/src/indicator/trend/macd.ts b/src/indicator/trend/macd.ts
index 06aa4ce..649a53f 100644
--- a/src/indicator/trend/macd.ts
+++ b/src/indicator/trend/macd.ts
@@ -1,12 +1,12 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {substract} from '../../helper/numArray';
-import {ema} from './ema';
+import { substract } from '../../helper/numArray';
+import { ema } from './ema';
 
 export interface MacdResult {
-  macdLine: number[],
-  signalLine: number[]
+  macdLine: number[];
+  signalLine: number[];
 }
 
 /**
diff --git a/src/indicator/trend/mmax.test.ts b/src/indicator/trend/mmax.test.ts
index a0a7f78..fb5b28b 100644
--- a/src/indicator/trend/mmax.test.ts
+++ b/src/indicator/trend/mmax.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {mmax} from './mmax';
+import { deepStrictEqual } from 'assert';
+import { mmax } from './mmax';
 
 describe('Moving Max', () => {
   it('should be able to compute max', () => {
diff --git a/src/indicator/trend/mmax.ts b/src/indicator/trend/mmax.ts
index d19e957..d334e8d 100644
--- a/src/indicator/trend/mmax.ts
+++ b/src/indicator/trend/mmax.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {BinarySearchTree} from '../../helper/binarySearchTree';
+import { BinarySearchTree } from '../../helper/binarySearchTree';
 
 /**
  * Moving max for the given period.
diff --git a/src/indicator/trend/mmin.test.ts b/src/indicator/trend/mmin.test.ts
index 697d1a9..dd57efa 100644
--- a/src/indicator/trend/mmin.test.ts
+++ b/src/indicator/trend/mmin.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {mmin} from './mmin';
+import { deepStrictEqual } from 'assert';
+import { mmin } from './mmin';
 
 describe('Moving Min', () => {
   it('should be able to compute min', () => {
diff --git a/src/indicator/trend/mmin.ts b/src/indicator/trend/mmin.ts
index 59d2c74..3066099 100644
--- a/src/indicator/trend/mmin.ts
+++ b/src/indicator/trend/mmin.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {BinarySearchTree} from '../../helper/binarySearchTree';
+import { BinarySearchTree } from '../../helper/binarySearchTree';
 
 /**
  * Moving min for the given period.
diff --git a/src/indicator/trend/msum.test.ts b/src/indicator/trend/msum.test.ts
index 82740cb..2eff005 100644
--- a/src/indicator/trend/msum.test.ts
+++ b/src/indicator/trend/msum.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {msum} from './msum';
+import { deepStrictEqual } from 'assert';
+import { msum } from './msum';
 
 describe('Moving Sum', () => {
   it('should be able to compute sum', () => {
diff --git a/src/indicator/trend/parabolicSar.test.ts b/src/indicator/trend/parabolicSar.test.ts
index bf93968..4a166f3 100644
--- a/src/indicator/trend/parabolicSar.test.ts
+++ b/src/indicator/trend/parabolicSar.test.ts
@@ -1,36 +1,43 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {Trend} from '../trend';
-import {parabolicSar} from './parabolicSar';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { Trend } from '../trend';
+import { parabolicSar } from './parabolicSar';
 
 describe('Parabolic SAR', () => {
   it('should be able to compute PSAR', () => {
     const highs = [
-      3836.86, 3766.57, 3576.17, 3513.55, 3529.75,
-      3756.17, 3717.17, 3572.62, 3612.43,
+      3836.86, 3766.57, 3576.17, 3513.55, 3529.75, 3756.17, 3717.17, 3572.62,
+      3612.43,
     ];
 
     const lows = [
-      3643.25, 3542.73, 3371.75, 3334.02, 3314.75,
-      3558.21, 3517.79, 3447.90, 3494.39,
+      3643.25, 3542.73, 3371.75, 3334.02, 3314.75, 3558.21, 3517.79, 3447.9,
+      3494.39,
     ];
 
     const closings = [
-      3790.55, 3546.20, 3507.31, 3340.81, 3529.60,
-      3717.41, 3544.35, 3478.14, 3612.08,
+      3790.55, 3546.2, 3507.31, 3340.81, 3529.6, 3717.41, 3544.35, 3478.14,
+      3612.08,
     ];
 
     const expectedPsar = [
-      3836.86, 3836.86, 3836.86, 3808.95, 3770.96,
-      3314.75, 3314.75, 3323.58, 3332.23,
+      3836.86, 3836.86, 3836.86, 3808.95, 3770.96, 3314.75, 3314.75, 3323.58,
+      3332.23,
     ];
 
     const expectedTrends = [
-      Trend.FALLING, Trend.FALLING, Trend.FALLING, Trend.FALLING, Trend.FALLING,
-      Trend.RISING, Trend.RISING, Trend.RISING, Trend.RISING,
+      Trend.FALLING,
+      Trend.FALLING,
+      Trend.FALLING,
+      Trend.FALLING,
+      Trend.FALLING,
+      Trend.RISING,
+      Trend.RISING,
+      Trend.RISING,
+      Trend.RISING,
     ];
 
     const actual = parabolicSar(highs, lows, closings);
diff --git a/src/indicator/trend/parabolicSar.ts b/src/indicator/trend/parabolicSar.ts
index abb8941..49b2a95 100644
--- a/src/indicator/trend/parabolicSar.ts
+++ b/src/indicator/trend/parabolicSar.ts
@@ -1,18 +1,18 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {checkSameLength} from '../../helper/numArray';
-import {Trend} from '../trend';
+import { checkSameLength } from '../../helper/numArray';
+import { Trend } from '../trend';
 
 const PSAR_AF_STEP = 0.02;
-const PSAR_AF_MAX = 0.20;
+const PSAR_AF_MAX = 0.2;
 
 /**
  * Parabolic SAR result object.
  */
 export interface ParabolicSar {
   trends: Trend[];
-  psar: number[]
+  psar: number[];
 }
 
 /**
@@ -46,9 +46,9 @@ export interface ParabolicSar {
  * @return psar result.
  */
 export function parabolicSar(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): ParabolicSar {
   checkSameLength(highs, lows, closings);
 
@@ -62,21 +62,21 @@ export function parabolicSar(
   let ep = lows[0];
 
   for (let i = 1; i < psar.length; i++) {
-    psar[i] = psar[i-1] - ((psar[i-1] - ep) * af);
+    psar[i] = psar[i - 1] - (psar[i - 1] - ep) * af;
 
-    if (trends[i-1] === Trend.FALLING) {
-      psar[i] = Math.max(psar[i], highs[i-1]);
+    if (trends[i - 1] === Trend.FALLING) {
+      psar[i] = Math.max(psar[i], highs[i - 1]);
       if (i > 1) {
-        psar[i] = Math.max(psar[i], highs[i-2]);
+        psar[i] = Math.max(psar[i], highs[i - 2]);
       }
 
       if (highs[i] >= psar[i]) {
         psar[i] = ep;
       }
     } else {
-      psar[i] = Math.min(psar[i], lows[i-1]);
+      psar[i] = Math.min(psar[i], lows[i - 1]);
       if (i > 1) {
-        psar[i] = Math.min(psar[i], lows[i-2]);
+        psar[i] = Math.min(psar[i], lows[i - 2]);
       }
 
       if (lows[i] <= psar[i]) {
@@ -94,9 +94,9 @@ export function parabolicSar(
       ep = Math.max(ep, highs[i]);
     }
 
-    if (trends[i] !== trends[i-1]) {
+    if (trends[i] !== trends[i - 1]) {
       af = PSAR_AF_STEP;
-    } else if ((prevEp !== ep) && (af < PSAR_AF_MAX)) {
+    } else if (prevEp !== ep && af < PSAR_AF_MAX) {
       af += PSAR_AF_STEP;
     }
   }
diff --git a/src/indicator/trend/qstick.ts b/src/indicator/trend/qstick.ts
index c0c0284..9844a6f 100644
--- a/src/indicator/trend/qstick.ts
+++ b/src/indicator/trend/qstick.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {substract} from '../../helper/numArray';
-import {sma} from './sma';
+import { substract } from '../../helper/numArray';
+import { sma } from './sma';
 
 /**
  * The Qstick function calculates the ratio of recent up and down bars.
@@ -14,7 +14,10 @@ import {sma} from './sma';
  * @param closings closing values.
  * @return qstick values.
  */
-export function qstick(period: number, openings: number[],
-    closings: number[]): number[] {
+export function qstick(
+  period: number,
+  openings: number[],
+  closings: number[]
+): number[] {
   return sma(period, substract(closings, openings));
 }
diff --git a/src/indicator/trend/since.test.ts b/src/indicator/trend/since.test.ts
index ec71906..56b74f6 100644
--- a/src/indicator/trend/since.test.ts
+++ b/src/indicator/trend/since.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {since} from './since';
+import { deepStrictEqual } from 'assert';
+import { since } from './since';
 
 describe('Since last change count', () => {
   it('should be able to compute since', () => {
diff --git a/src/indicator/trend/sma.test.ts b/src/indicator/trend/sma.test.ts
index c254d42..e46a9ca 100644
--- a/src/indicator/trend/sma.test.ts
+++ b/src/indicator/trend/sma.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {sma} from './sma';
+import { deepStrictEqual } from 'assert';
+import { sma } from './sma';
 
 describe('Simple Moving Average (SMA)', () => {
   it('should be able to compute SMA', () => {
diff --git a/src/indicator/trend/tema.test.ts b/src/indicator/trend/tema.test.ts
index 0d63315..3ef22b8 100644
--- a/src/indicator/trend/tema.test.ts
+++ b/src/indicator/trend/tema.test.ts
@@ -1,14 +1,16 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {tema} from './tema';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { tema } from './tema';
 
 describe('Triple Exponential Moving Average', () => {
   it('should be able to compute TEMA', () => {
     const values = [2, 4, 6, 8, 12, 14, 16, 18, 20];
-    const expected = [2, 3.926, 6, 8.025, 11.948, 14.088, 16.032, 18.001, 19.993];
+    const expected = [
+      2, 3.926, 6, 8.025, 11.948, 14.088, 16.032, 18.001, 19.993,
+    ];
     const period = 2;
 
     const actual = tema(period, values);
diff --git a/src/indicator/trend/tema.ts b/src/indicator/trend/tema.ts
index 2534fbb..10656b1 100644
--- a/src/indicator/trend/tema.ts
+++ b/src/indicator/trend/tema.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, multiplyBy, substract} from '../../helper/numArray';
-import {ema} from './ema';
+import { add, multiplyBy, substract } from '../../helper/numArray';
+import { ema } from './ema';
 
 /**
  * Tema calculates the Triple Exponential Moving Average (TEMA).
@@ -21,7 +21,10 @@ export function tema(period: number, values: number[]): number[] {
   const ema2 = ema(period, ema1);
   const ema3 = ema(period, ema2);
 
-  const temaLine = add(substract(multiplyBy(3, ema1), multiplyBy(3, ema2)), ema3);
+  const temaLine = add(
+    substract(multiplyBy(3, ema1), multiplyBy(3, ema2)),
+    ema3
+  );
 
   return temaLine;
 }
diff --git a/src/indicator/trend/trima.ts b/src/indicator/trend/trima.ts
index c8af522..6fdcd1b 100644
--- a/src/indicator/trend/trima.ts
+++ b/src/indicator/trend/trima.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {sma} from './sma';
+import { sma } from './sma';
 
 /**
  * Trima function calculates the Triangular Moving Average (TRIMA).
diff --git a/src/indicator/trend/typicalPrice.ts b/src/indicator/trend/typicalPrice.ts
index 07709a6..128c926 100644
--- a/src/indicator/trend/typicalPrice.ts
+++ b/src/indicator/trend/typicalPrice.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, divideBy} from '../../helper/numArray';
+import { add, divideBy } from '../../helper/numArray';
 
 /**
  * The Typical Price. It is another approximation of
@@ -16,9 +16,9 @@ import {add, divideBy} from '../../helper/numArray';
  * @return tpi values.
  */
 export function typicalPrice(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): number[] {
   return divideBy(3, add(add(highs, lows), closings));
 }
diff --git a/src/indicator/trend/vortex.test.ts b/src/indicator/trend/vortex.test.ts
index 79cd25e..5facbb2 100644
--- a/src/indicator/trend/vortex.test.ts
+++ b/src/indicator/trend/vortex.test.ts
@@ -1,15 +1,15 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {vortex} from './vortex';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { vortex } from './vortex';
 
 describe('Vortex Indicator', () => {
   it('should be able to compute vortex', () => {
     const highs = [1404.14, 1405.95, 1405.98, 1405.87, 1410.03];
-    const lows = [1396.13, 1398.80, 1395.62, 1397.32, 1400.60];
-    const closings = [1402.22, 1402.80, 1405.87, 1404.11, 1403.93];
+    const lows = [1396.13, 1398.8, 1395.62, 1397.32, 1400.6];
+    const closings = [1402.22, 1402.8, 1405.87, 1404.11, 1403.93];
     const expectedPlusVi = [1, 1.00189, 0.99964, 1.00083, 1.0031];
     const expectedMinusVi = [0.9943, 0.99304, 0.99307, 0.99319, 0.99034];
 
diff --git a/src/indicator/trend/vortex.ts b/src/indicator/trend/vortex.ts
index 6cf4ea6..e7074c8 100644
--- a/src/indicator/trend/vortex.ts
+++ b/src/indicator/trend/vortex.ts
@@ -1,8 +1,15 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {abs, checkSameLength, divide, max, shiftRightBy, substract} from '../../helper/numArray';
-import {msum} from './msum';
+import {
+  abs,
+  checkSameLength,
+  divide,
+  max,
+  shiftRightBy,
+  substract,
+} from '../../helper/numArray';
+import { msum } from './msum';
 
 const VORTEX_PERIOD = 14;
 
@@ -10,8 +17,8 @@ const VORTEX_PERIOD = 14;
  * Vortex result.
  */
 export interface VortexResult {
-  plusVi: number[],
-  minusVi: number[]
+  plusVi: number[];
+  minusVi: number[];
 }
 
 /**
@@ -41,9 +48,9 @@ export interface VortexResult {
  * @return vortex result.
  */
 export function vortex(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): VortexResult {
   checkSameLength(highs, lows, closings);
 
@@ -56,9 +63,9 @@ export function vortex(
   const minusVmSum = msum(VORTEX_PERIOD, minusVm);
 
   const tr = max(
-      substract(highs, lows),
-      abs(substract(highs, prevClosings)),
-      abs(substract(lows, prevClosings)),
+    substract(highs, lows),
+    abs(substract(highs, prevClosings)),
+    abs(substract(lows, prevClosings))
   );
 
   const trSum = msum(VORTEX_PERIOD, tr);
diff --git a/src/indicator/volatility/accelerationBands.ts b/src/indicator/volatility/accelerationBands.ts
index 9283e1e..fb7eff9 100644
--- a/src/indicator/volatility/accelerationBands.ts
+++ b/src/indicator/volatility/accelerationBands.ts
@@ -1,8 +1,16 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, addBy, checkSameLength, divide, multiply, multiplyBy, substract} from '../../helper/numArray';
-import {sma} from '../trend/sma';
+import {
+  add,
+  addBy,
+  checkSameLength,
+  divide,
+  multiply,
+  multiplyBy,
+  substract,
+} from '../../helper/numArray';
+import { sma } from '../trend/sma';
 
 /**
  * Acceleration bands result object.
@@ -27,9 +35,9 @@ export interface AccelerationBands {
  * @return acceleration band.
  */
 export function accelerationBands(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): AccelerationBands {
   checkSameLength(highs, lows, closings);
 
diff --git a/src/indicator/volatility/atr.ts b/src/indicator/volatility/atr.ts
index 029f59d..8b36682 100644
--- a/src/indicator/volatility/atr.ts
+++ b/src/indicator/volatility/atr.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {checkSameLength, max, substract} from '../../helper/numArray';
-import {sma} from '../../indicator/trend/sma';
+import { checkSameLength, max, substract } from '../../helper/numArray';
+import { sma } from '../../indicator/trend/sma';
 
 /**
  * ATR result.
@@ -28,17 +28,17 @@ export interface AtrResult {
 
  */
 export function atr(
-    period: number,
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  period: number,
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): AtrResult {
   checkSameLength(highs, lows, closings);
 
   const trLine = max(
-      substract(highs, lows),
-      substract(highs, closings),
-      substract(closings, lows),
+    substract(highs, lows),
+    substract(highs, closings),
+    substract(closings, lows)
   );
 
   const atrLine = sma(period, trLine);
diff --git a/src/indicator/volatility/bollingerBands.ts b/src/indicator/volatility/bollingerBands.ts
index d8929cf..313c546 100644
--- a/src/indicator/volatility/bollingerBands.ts
+++ b/src/indicator/volatility/bollingerBands.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, multiplyBy, substract} from '../../helper/numArray';
-import {sma} from '../trend/sma';
-import {mstd} from './mstd';
+import { add, multiplyBy, substract } from '../../helper/numArray';
+import { sma } from '../trend/sma';
+import { mstd } from './mstd';
 
 const BB_PERIOD = 20;
 
diff --git a/src/indicator/volatility/bollingerBandsWidth.ts b/src/indicator/volatility/bollingerBandsWidth.ts
index 389b306..95f051f 100644
--- a/src/indicator/volatility/bollingerBandsWidth.ts
+++ b/src/indicator/volatility/bollingerBandsWidth.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, substract} from '../../helper/numArray';
-import {ema} from '../trend/ema';
-import {BollingerBands} from './bollingerBands';
+import { divide, substract } from '../../helper/numArray';
+import { ema } from '../trend/ema';
+import { BollingerBands } from './bollingerBands';
 
 const PERIOD = 90;
 
@@ -30,8 +30,9 @@ export interface BollingerBandsWidth {
  */
 export function bollingerBandsWidth(bb: BollingerBands): BollingerBandsWidth {
   const bandWidth = divide(
-      substract(bb.upperBand, bb.lowerBand),
-      bb.middleBand);
+    substract(bb.upperBand, bb.lowerBand),
+    bb.middleBand
+  );
 
   const bandWidthEma90 = ema(PERIOD, bandWidth);
 
diff --git a/src/indicator/volatility/chandelierExit.ts b/src/indicator/volatility/chandelierExit.ts
index 04d5de7..3ef2373 100644
--- a/src/indicator/volatility/chandelierExit.ts
+++ b/src/indicator/volatility/chandelierExit.ts
@@ -1,10 +1,10 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, multiplyBy, substract} from '../../helper/numArray';
-import {mmax} from '../trend/mmax';
-import {mmin} from '../trend/mmin';
-import {atr} from './atr';
+import { add, multiplyBy, substract } from '../../helper/numArray';
+import { mmax } from '../trend/mmax';
+import { mmin } from '../trend/mmin';
+import { atr } from './atr';
 
 const PERIOD = 22;
 
@@ -29,9 +29,9 @@ export interface ChandelierExitResult {
  * @return chandelier exit.
  */
 export function chandelierExit(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): ChandelierExitResult {
   const atrResult = atr(PERIOD, highs, lows, closings);
   const atrLine3 = multiplyBy(3, atrResult.atrLine);
diff --git a/src/indicator/volatility/mstd.test.ts b/src/indicator/volatility/mstd.test.ts
index d40ec50..1ab813a 100644
--- a/src/indicator/volatility/mstd.test.ts
+++ b/src/indicator/volatility/mstd.test.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {deepStrictEqual} from 'assert';
-import {roundDigitsAll} from '../../helper/numArray';
-import {mstd} from './mstd';
+import { deepStrictEqual } from 'assert';
+import { roundDigitsAll } from '../../helper/numArray';
+import { mstd } from './mstd';
 
 describe('Standard deviation', () => {
   it('should be able to compute std', () => {
diff --git a/src/indicator/volatility/projectionOscillator.ts b/src/indicator/volatility/projectionOscillator.ts
index 9415b79..c6989c9 100644
--- a/src/indicator/volatility/projectionOscillator.ts
+++ b/src/indicator/volatility/projectionOscillator.ts
@@ -1,11 +1,18 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, divide, generateNumbers, multiply, multiplyBy, substract} from '../../helper/numArray';
-import {movingLeastSquare} from '../../helper/regression';
-import {ema} from '../trend/ema';
-import {mmax} from '../trend/mmax';
-import {mmin} from '../trend/mmin';
+import {
+  add,
+  divide,
+  generateNumbers,
+  multiply,
+  multiplyBy,
+  substract,
+} from '../../helper/numArray';
+import { movingLeastSquare } from '../../helper/regression';
+import { ema } from '../trend/ema';
+import { mmax } from '../trend/mmax';
+import { mmin } from '../trend/mmin';
 
 /**
  * Projection oscillator result object.
@@ -35,11 +42,11 @@ export interface ProjectionOscillator {
  * @return projection oscillator.
  */
 export function projectionOscillator(
-    period: number,
-    smooth: number,
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  period: number,
+  smooth: number,
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): ProjectionOscillator {
   const x = generateNumbers(0, closings.length, 1);
   const lsHighs = movingLeastSquare(period, x, highs);
@@ -51,7 +58,10 @@ export function projectionOscillator(
   const pu = mmax(period, vHighs);
   const pl = mmin(period, vLows);
 
-  const po = divide(multiplyBy(100, substract(closings, pl)), substract(pu, pl));
+  const po = divide(
+    multiplyBy(100, substract(closings, pl)),
+    substract(pu, pl)
+  );
   const spo = ema(smooth, po);
 
   return {
@@ -68,9 +78,9 @@ export function projectionOscillator(
  * @return projection oscillator.
  */
 export function defaultProjectionOscillator(
-    highs: number[],
-    lows: number[],
-    closings: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[]
 ): ProjectionOscillator {
   return projectionOscillator(14, 3, highs, lows, closings);
 }
diff --git a/src/indicator/volatility/ulcerIndex.test.ts b/src/indicator/volatility/ulcerIndex.test.ts
index a23b654..9fee36b 100644
--- a/src/indicator/volatility/ulcerIndex.test.ts
+++ b/src/indicator/volatility/ulcerIndex.test.ts
@@ -1,14 +1,16 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../index';
-import {defaultUlcerIndex} from './ulcerIndex';
+import { roundDigitsAll } from '../../index';
+import { defaultUlcerIndex } from './ulcerIndex';
 
 describe('Ulcer Index', () => {
   it('should be able to compute UI', () => {
     const closings = [9, 11, 7, 10, 8, 7, 7, 8, 10, 9, 5, 4, 6, 7];
-    const expected = [0, 0, 20.99, 18.74, 20.73, 24.05, 26.17, 26.31,
-      24.99, 24.39, 28.49, 32.88, 34.02, 34.19];
+    const expected = [
+      0, 0, 20.99, 18.74, 20.73, 24.05, 26.17, 26.31, 24.99, 24.39, 28.49,
+      32.88, 34.02, 34.19,
+    ];
 
     const actual = defaultUlcerIndex(closings);
     expect(roundDigitsAll(2, actual)).toStrictEqual(expected);
diff --git a/src/indicator/volatility/ulcerIndex.ts b/src/indicator/volatility/ulcerIndex.ts
index 4a6d7b3..6e3b0d0 100644
--- a/src/indicator/volatility/ulcerIndex.ts
+++ b/src/indicator/volatility/ulcerIndex.ts
@@ -1,9 +1,15 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiply, multiplyBy, sqrt, substract} from '../../helper/numArray';
-import {mmax} from '../trend/mmax';
-import {sma} from '../trend/sma';
+import {
+  divide,
+  multiply,
+  multiplyBy,
+  sqrt,
+  substract,
+} from '../../helper/numArray';
+import { mmax } from '../trend/mmax';
+import { sma } from '../trend/sma';
 
 /**
  * Default period for UI.
@@ -26,8 +32,14 @@ export const UI_DEFAULT_PERIOD = 14;
  */
 export function ulcerIndex(period: number, closings: number[]): number[] {
   const highClosings = mmax(period, closings);
-  const percentageDrawdown = multiplyBy(100, divide(substract(closings, highClosings), highClosings));
-  const squaredAverage = sma(period, multiply(percentageDrawdown, percentageDrawdown));
+  const percentageDrawdown = multiplyBy(
+    100,
+    divide(substract(closings, highClosings), highClosings)
+  );
+  const squaredAverage = sma(
+    period,
+    multiply(percentageDrawdown, percentageDrawdown)
+  );
   const ui = sqrt(squaredAverage);
 
   return ui;
@@ -42,4 +54,3 @@ export function ulcerIndex(period: number, closings: number[]): number[] {
 export function defaultUlcerIndex(closings: number[]): number[] {
   return ulcerIndex(UI_DEFAULT_PERIOD, closings);
 }
-
diff --git a/src/indicator/volume/accumulationDistribution.ts b/src/indicator/volume/accumulationDistribution.ts
index 4f6430a..9509129 100644
--- a/src/indicator/volume/accumulationDistribution.ts
+++ b/src/indicator/volume/accumulationDistribution.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiply, substract} from '../../helper/numArray';
+import { divide, multiply, substract } from '../../helper/numArray';
 
 /**
  * Accumulation/Distribution Indicator (A/D). Cumulative indicator
@@ -19,14 +19,15 @@ import {divide, multiply, substract} from '../../helper/numArray';
  * @return ad values.
  */
 export function accumulationDistribution(
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volume: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volume: number[]
 ): number[] {
   const mfm = divide(
-      substract(substract(closings, lows), substract(highs, closings)),
-      substract(highs, lows));
+    substract(substract(closings, lows), substract(highs, closings)),
+    substract(highs, lows)
+  );
 
   const mfv = multiply(mfm, volume);
 
@@ -35,7 +36,7 @@ export function accumulationDistribution(
   for (let i = 0; i < ad.length; i++) {
     ad[i] = mfv[i];
     if (i > 0) {
-      ad[i] += ad[i-1];
+      ad[i] += ad[i - 1];
     }
   }
 
diff --git a/src/indicator/volume/chaikinMoneyFlow.test.ts b/src/indicator/volume/chaikinMoneyFlow.test.ts
index 79a5f07..454c9de 100644
--- a/src/indicator/volume/chaikinMoneyFlow.test.ts
+++ b/src/indicator/volume/chaikinMoneyFlow.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../index';
-import {chaikinMoneyFlow} from './chaikinMoneyFlow';
+import { roundDigitsAll } from '../../index';
+import { chaikinMoneyFlow } from './chaikinMoneyFlow';
 
 describe('Chaikin Money Flow (CMF)', () => {
   it('should be able to compute CMF', () => {
diff --git a/src/indicator/volume/chaikinMoneyFlow.ts b/src/indicator/volume/chaikinMoneyFlow.ts
index 1a339c9..a77cdfe 100644
--- a/src/indicator/volume/chaikinMoneyFlow.ts
+++ b/src/indicator/volume/chaikinMoneyFlow.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiply, substract} from '../../helper/numArray';
-import {msum} from '../trend/msum';
+import { divide, multiply, substract } from '../../helper/numArray';
+import { msum } from '../trend/msum';
 
 /**
  * Default period of CMF.
@@ -24,20 +24,22 @@ export const CMF_DEFAULT_PERIOD = 20;
  * @returns cmf values.
  */
 export function chaikinMoneyFlow(
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volumes: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   const moneyFlowMultipler = divide(
-      substract(substract(closings, lows), substract(highs, closings)),
-      substract(highs, lows));
+    substract(substract(closings, lows), substract(highs, closings)),
+    substract(highs, lows)
+  );
 
   const moneyFlowVolume = multiply(moneyFlowMultipler, volumes);
 
   const cmf = divide(
-      msum(CMF_DEFAULT_PERIOD, moneyFlowVolume),
-      msum(CMF_DEFAULT_PERIOD, volumes));
+    msum(CMF_DEFAULT_PERIOD, moneyFlowVolume),
+    msum(CMF_DEFAULT_PERIOD, volumes)
+  );
 
   return cmf;
 }
diff --git a/src/indicator/volume/easeOfMovement.test.ts b/src/indicator/volume/easeOfMovement.test.ts
index b24bb41..769af5a 100644
--- a/src/indicator/volume/easeOfMovement.test.ts
+++ b/src/indicator/volume/easeOfMovement.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../index';
-import {defaultEaseOfMovement} from './easeOfMovement';
+import { roundDigitsAll } from '../../index';
+import { defaultEaseOfMovement } from './easeOfMovement';
 
 describe('Ease of Movement (EMV)', () => {
   it('should be able to compute EMV', () => {
diff --git a/src/indicator/volume/easeOfMovement.ts b/src/indicator/volume/easeOfMovement.ts
index 4684514..078f065 100644
--- a/src/indicator/volume/easeOfMovement.ts
+++ b/src/indicator/volume/easeOfMovement.ts
@@ -1,8 +1,14 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {add, changes, divide, divideBy, substract} from '../../helper/numArray';
-import {sma} from '../trend/sma';
+import {
+  add,
+  changes,
+  divide,
+  divideBy,
+  substract,
+} from '../../helper/numArray';
+import { sma } from '../trend/sma';
 
 /**
  * Default period for EMV.
@@ -25,10 +31,10 @@ export const EMV_DEFAULT_PERIOD = 14;
  * @return ease of movement values.
  */
 export function easeOfMovement(
-    period: number,
-    highs: number[],
-    lows: number[],
-    volumes: number[],
+  period: number,
+  highs: number[],
+  lows: number[],
+  volumes: number[]
 ): number[] {
   const distanceMoved = changes(1, divideBy(2, add(highs, lows)));
   const boxRatio = divide(divideBy(100000000, volumes), substract(highs, lows));
@@ -45,9 +51,9 @@ export function easeOfMovement(
  * @return ease of movement values.
  */
 export function defaultEaseOfMovement(
-    highs: number[],
-    lows: number[],
-    volumes: number[],
+  highs: number[],
+  lows: number[],
+  volumes: number[]
 ): number[] {
   return easeOfMovement(EMV_DEFAULT_PERIOD, highs, lows, volumes);
 }
diff --git a/src/indicator/volume/forceIndex.test.ts b/src/indicator/volume/forceIndex.test.ts
index 03a5ff7..462a551 100644
--- a/src/indicator/volume/forceIndex.test.ts
+++ b/src/indicator/volume/forceIndex.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../helper/numArray';
-import {defaultForceIndex, forceIndex} from './forceIndex';
+import { roundDigitsAll } from '../../helper/numArray';
+import { defaultForceIndex, forceIndex } from './forceIndex';
 
 describe('Force Index', () => {
   it('should be able to compute FI', () => {
diff --git a/src/indicator/volume/forceIndex.ts b/src/indicator/volume/forceIndex.ts
index 44b571e..4cebae9 100644
--- a/src/indicator/volume/forceIndex.ts
+++ b/src/indicator/volume/forceIndex.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {changes, multiply} from '../../helper/numArray';
-import {ema} from '../trend/ema';
+import { changes, multiply } from '../../helper/numArray';
+import { ema } from '../trend/ema';
 
 /**
  * The Force Index (FI) uses the closing price and the volume to assess
@@ -16,9 +16,9 @@ import {ema} from '../trend/ema';
  * @return force index.
  */
 export function forceIndex(
-    period: number,
-    closings: number[],
-    volumes: number[],
+  period: number,
+  closings: number[],
+  volumes: number[]
 ): number[] {
   return ema(period, multiply(changes(1, closings), volumes));
 }
@@ -31,8 +31,8 @@ export function forceIndex(
  * @return force index.
  */
 export function defaultForceIndex(
-    closings: number[],
-    volumes: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   return forceIndex(13, closings, volumes);
 }
diff --git a/src/indicator/volume/moneyFlowIndex.test.ts b/src/indicator/volume/moneyFlowIndex.test.ts
index 65dbc69..e1b7d93 100644
--- a/src/indicator/volume/moneyFlowIndex.test.ts
+++ b/src/indicator/volume/moneyFlowIndex.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../helper/numArray';
-import {moneyFlowIndex} from './moneyFlowIndex';
+import { roundDigitsAll } from '../../helper/numArray';
+import { moneyFlowIndex } from './moneyFlowIndex';
 
 describe('Money Flow Index (MFI)', () => {
   it('should be able to compute MFI', () => {
diff --git a/src/indicator/volume/moneyFlowIndex.ts b/src/indicator/volume/moneyFlowIndex.ts
index c8bc2f8..f9400b9 100644
--- a/src/indicator/volume/moneyFlowIndex.ts
+++ b/src/indicator/volume/moneyFlowIndex.ts
@@ -1,9 +1,17 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {addBy, changes, divide, extractSigns, multiply, multiplyBy, pow} from '../../helper/numArray';
-import {msum} from '../trend/msum';
-import {typicalPrice} from '../trend/typicalPrice';
+import {
+  addBy,
+  changes,
+  divide,
+  extractSigns,
+  multiply,
+  multiplyBy,
+  pow,
+} from '../../helper/numArray';
+import { msum } from '../trend/msum';
+import { typicalPrice } from '../trend/typicalPrice';
 
 /**
  * The Money Flow Index (MFI) analyzes both the closing price and the volume
@@ -22,25 +30,29 @@ import {typicalPrice} from '../trend/typicalPrice';
  * @return money flow index values.
  */
 export function moneyFlowIndex(
-    period: number,
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volumes: number[],
+  period: number,
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   const rawMoneyFlow = multiply(typicalPrice(highs, lows, closings), volumes);
 
   const signs = extractSigns(changes(1, rawMoneyFlow));
   const moneyFlow = multiply(signs, rawMoneyFlow);
 
-  const positiveMoneyFlow = moneyFlow.map((value) => (value >= 0) ? value : 0);
-  const negativeMoneyFlow = moneyFlow.map((value) => (value < 0) ? value : 0);
+  const positiveMoneyFlow = moneyFlow.map((value) => (value >= 0 ? value : 0));
+  const negativeMoneyFlow = moneyFlow.map((value) => (value < 0 ? value : 0));
 
   const moneyRatio = divide(
-      msum(period, positiveMoneyFlow),
-      msum(period, negativeMoneyFlow));
+    msum(period, positiveMoneyFlow),
+    msum(period, negativeMoneyFlow)
+  );
 
-  const moneyFlowIndex = addBy(100, multiplyBy(-100, pow(addBy(1, moneyRatio), -1)));
+  const moneyFlowIndex = addBy(
+    100,
+    multiplyBy(-100, pow(addBy(1, moneyRatio), -1))
+  );
 
   return moneyFlowIndex;
 }
@@ -55,10 +67,10 @@ export function moneyFlowIndex(
  * @return money flow index values.
  */
 export function defaultMoneyFlowIndex(
-    highs: number[],
-    lows: number[],
-    closings: number[],
-    volumes: number[],
+  highs: number[],
+  lows: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   return moneyFlowIndex(14, highs, lows, closings, volumes);
 }
diff --git a/src/indicator/volume/negativeVolumeIndex.test.ts b/src/indicator/volume/negativeVolumeIndex.test.ts
index db301bc..d5c5057 100644
--- a/src/indicator/volume/negativeVolumeIndex.test.ts
+++ b/src/indicator/volume/negativeVolumeIndex.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../index';
-import {negativeVolumeIndex} from './negativeVolumeIndex';
+import { roundDigitsAll } from '../../index';
+import { negativeVolumeIndex } from './negativeVolumeIndex';
 
 describe('Negative Volume Index (NVI)', () => {
   it('should be able to compute NVI', () => {
diff --git a/src/indicator/volume/negativeVolumeIndex.ts b/src/indicator/volume/negativeVolumeIndex.ts
index e8fb59e..a420843 100644
--- a/src/indicator/volume/negativeVolumeIndex.ts
+++ b/src/indicator/volume/negativeVolumeIndex.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {checkSameLength} from '../../helper/numArray';
+import { checkSameLength } from '../../helper/numArray';
 
 /**
  * Starting value for NVI.
@@ -30,8 +30,8 @@ export const NVI_DEFAULT_PERIOD = 255;
  * @returns nvi values.
  */
 export function negativeVolumeIndex(
-    closings: number[],
-    volumes: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   checkSameLength(closings, volumes);
 
@@ -40,10 +40,12 @@ export function negativeVolumeIndex(
   for (let i = 0; i < nvi.length; i++) {
     if (i === 0) {
       nvi[i] = NVI_STARTING_VALUE;
-    } else if (volumes[i-1] < volumes[i]) {
-      nvi[i] = nvi[i-1];
+    } else if (volumes[i - 1] < volumes[i]) {
+      nvi[i] = nvi[i - 1];
     } else {
-      nvi[i] = nvi[i-1] + (((closings[i] - closings[i-1]) / closings[i-1]) * nvi[i-1]);
+      nvi[i] =
+        nvi[i - 1] +
+        ((closings[i] - closings[i - 1]) / closings[i - 1]) * nvi[i - 1];
     }
   }
 
diff --git a/src/indicator/volume/onBalanceVolume.ts b/src/indicator/volume/onBalanceVolume.ts
index 083ce8c..fa18a5e 100644
--- a/src/indicator/volume/onBalanceVolume.ts
+++ b/src/indicator/volume/onBalanceVolume.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {checkSameLength} from '../../helper/numArray';
+import { checkSameLength } from '../../helper/numArray';
 
 /**
  * On-Balance Volume (OBV). It is a technical trading momentum indicator that
@@ -16,8 +16,8 @@ import {checkSameLength} from '../../helper/numArray';
  * @return obv values.
  */
 export function onBalanceVolume(
-    closings: number[],
-    volumes: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   checkSameLength(closings, volumes);
 
@@ -27,11 +27,11 @@ export function onBalanceVolume(
     if (i === 0) {
       result[i] = 0;
     } else {
-      result[i] = result[i-1];
+      result[i] = result[i - 1];
 
-      if (closings[i] > closings[i-1]) {
+      if (closings[i] > closings[i - 1]) {
         result[i] += volumes[i];
-      } else if (closings[i] < closings[i-1]) {
+      } else if (closings[i] < closings[i - 1]) {
         result[i] -= volumes[i];
       }
     }
diff --git a/src/indicator/volume/volumePriceTrend.test.ts b/src/indicator/volume/volumePriceTrend.test.ts
index ef96a48..200fdcd 100644
--- a/src/indicator/volume/volumePriceTrend.test.ts
+++ b/src/indicator/volume/volumePriceTrend.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../helper/numArray';
-import {volumePriceTrend} from './volumePriceTrend';
+import { roundDigitsAll } from '../../helper/numArray';
+import { volumePriceTrend } from './volumePriceTrend';
 
 describe('Volume Price Trend (VPT)', () => {
   it('should be able to compute VPT', () => {
diff --git a/src/indicator/volume/volumePriceTrend.ts b/src/indicator/volume/volumePriceTrend.ts
index 0aebbe4..326f7d0 100644
--- a/src/indicator/volume/volumePriceTrend.ts
+++ b/src/indicator/volume/volumePriceTrend.ts
@@ -1,8 +1,13 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiply, shiftRightBy, substract} from '../../helper/numArray';
-import {msum} from '../trend/msum';
+import {
+  divide,
+  multiply,
+  shiftRightBy,
+  substract,
+} from '../../helper/numArray';
+import { msum } from '../trend/msum';
 
 /**
  * The Volume Price Trend (VPT) provides a correlation between the volume and
@@ -15,12 +20,15 @@ import {msum} from '../trend/msum';
  * @returns volume price trend values.
  */
 export function volumePriceTrend(
-    closings: number[],
-    volumes: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   const previousClosings = shiftRightBy(1, closings);
   // TODO: Consider changing shiftRightBy to fill with last value.
   previousClosings[0] = closings[0];
-  const vpt = multiply(volumes, divide(substract(closings, previousClosings), previousClosings));
+  const vpt = multiply(
+    volumes,
+    divide(substract(closings, previousClosings), previousClosings)
+  );
   return msum(vpt.length, vpt);
 }
diff --git a/src/indicator/volume/volumeWeightedAveragePrice.test.ts b/src/indicator/volume/volumeWeightedAveragePrice.test.ts
index b928fe7..6e61e84 100644
--- a/src/indicator/volume/volumeWeightedAveragePrice.test.ts
+++ b/src/indicator/volume/volumeWeightedAveragePrice.test.ts
@@ -1,8 +1,11 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {roundDigitsAll} from '../../index';
-import {defaultVolumeWeightedAveragePrice, volumeWeightedAveragePrice} from './volumeWeightedAveragePrice';
+import { roundDigitsAll } from '../../index';
+import {
+  defaultVolumeWeightedAveragePrice,
+  volumeWeightedAveragePrice,
+} from './volumeWeightedAveragePrice';
 
 describe('Volume Weighted Average Price', () => {
   it('should be able to compute VWAP', () => {
diff --git a/src/indicator/volume/volumeWeightedAveragePrice.ts b/src/indicator/volume/volumeWeightedAveragePrice.ts
index e40ada8..3b597e3 100644
--- a/src/indicator/volume/volumeWeightedAveragePrice.ts
+++ b/src/indicator/volume/volumeWeightedAveragePrice.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {divide, multiply} from '../../helper/numArray';
-import {msum} from '../trend/msum';
+import { divide, multiply } from '../../helper/numArray';
+import { msum } from '../trend/msum';
 
 /**
  * Default period for VWAP.
@@ -21,11 +21,14 @@ export const VWAP_DEFAULT_PERIOD = 14;
  * @returns vwap values.
  */
 export function volumeWeightedAveragePrice(
-    period: number,
-    closings: number[],
-    volumes: number[],
+  period: number,
+  closings: number[],
+  volumes: number[]
 ): number[] {
-  return divide(msum(period, multiply(closings, volumes)), msum(period, volumes));
+  return divide(
+    msum(period, multiply(closings, volumes)),
+    msum(period, volumes)
+  );
 }
 
 /**
@@ -36,8 +39,8 @@ export function volumeWeightedAveragePrice(
  * @returns vwap values.
  */
 export function defaultVolumeWeightedAveragePrice(
-    closings: number[],
-    volumes: number[],
+  closings: number[],
+  volumes: number[]
 ): number[] {
   return volumeWeightedAveragePrice(VWAP_DEFAULT_PERIOD, closings, volumes);
 }
diff --git a/src/strategy/action.ts b/src/strategy/action.ts
index b57247e..7a4fd7f 100644
--- a/src/strategy/action.ts
+++ b/src/strategy/action.ts
@@ -1,7 +1,7 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {checkSameLength} from '../helper/numArray';
+import { checkSameLength } from '../helper/numArray';
 
 /**
  * Strategy action.
@@ -58,7 +58,8 @@ export function applyActions(closings: number[], actions: Action[]): number[] {
       }
     }
 
-    gains[i] = ((shares * closings[i]) + balance - initialBalance) / initialBalance;
+    gains[i] =
+      (shares * closings[i] + balance - initialBalance) / initialBalance;
   }
 
   return gains;
diff --git a/src/strategy/asset.test.ts b/src/strategy/asset.test.ts
index 3efdff3..148eb56 100644
--- a/src/strategy/asset.test.ts
+++ b/src/strategy/asset.test.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from './asset';
-import {concatAssets, newAssetWithLength} from './asset';
+import { Asset } from './asset';
+import { concatAssets, newAssetWithLength } from './asset';
 
 describe('Asset object', () => {
   it('should be able to provide a new asset with length', () => {
@@ -37,7 +37,12 @@ describe('Asset object', () => {
     };
 
     const expected: Asset = {
-      dates: [new Date(2021, 11, 1), new Date(2021, 11, 2), new Date(2021, 11, 3), new Date(2021, 11, 4)],
+      dates: [
+        new Date(2021, 11, 1),
+        new Date(2021, 11, 2),
+        new Date(2021, 11, 3),
+        new Date(2021, 11, 4),
+      ],
       openings: [1, 2, 3, 4],
       closings: [100, 200, 300, 400],
       highs: [1000, 2000, 3000, 4000],
diff --git a/src/strategy/buyAndHoldStrategy.ts b/src/strategy/buyAndHoldStrategy.ts
index 903ef17..a8f8ea9 100644
--- a/src/strategy/buyAndHoldStrategy.ts
+++ b/src/strategy/buyAndHoldStrategy.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from './asset';
-import {Action} from './action';
+import { Asset } from './asset';
+import { Action } from './action';
 
 /**
  * Buy and hold strategy.
diff --git a/src/strategy/index.md b/src/strategy/index.md
index 5f9dec7..13d13e9 100644
--- a/src/strategy/index.md
+++ b/src/strategy/index.md
@@ -13,7 +13,6 @@ The strategies are where the results from one or more indicators gets combined t
 - [Strategy Function](#strategy-function)
 - [Buy and Hold Strategy](#buy-and-hold-strategy)
 
-
 #### Asset
 
 The stragies operates on an [Asset](./asset.ts) with the following members.
@@ -87,8 +86,8 @@ const actions = [
 
 const result = reverseActions(actions);
 // [
-// 	Actions.BUY, 
-// 	Actions.HOLD, 
+// 	Actions.BUY,
+// 	Actions.HOLD,
 // 	Actions.SELL
 // ];
 ```
diff --git a/src/strategy/momentum/awesomeOscillatorStrategy.ts b/src/strategy/momentum/awesomeOscillatorStrategy.ts
index 3501bef..e2f7ae4 100644
--- a/src/strategy/momentum/awesomeOscillatorStrategy.ts
+++ b/src/strategy/momentum/awesomeOscillatorStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {awesomeOscillator} from '../../indicator/momentum/awesomeOscillator';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { awesomeOscillator } from '../../indicator/momentum/awesomeOscillator';
 
 /**
  * Awesome oscillator strategy function.
diff --git a/src/strategy/momentum/ichimokuCloudStrategy.ts b/src/strategy/momentum/ichimokuCloudStrategy.ts
index 57f4f52..ce1b23b 100644
--- a/src/strategy/momentum/ichimokuCloudStrategy.ts
+++ b/src/strategy/momentum/ichimokuCloudStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {ichimokuCloud} from '../../indicator/momentum/ichimokuCloud';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { ichimokuCloud } from '../../indicator/momentum/ichimokuCloud';
 
 /**
  * Ichimoku cloud.
@@ -12,11 +12,7 @@ import {ichimokuCloud} from '../../indicator/momentum/ichimokuCloud';
  * @return strategy actions.
  */
 export function ichimokuCloudStrategy(asset: Asset): Action[] {
-  const indicator = ichimokuCloud(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const indicator = ichimokuCloud(asset.highs, asset.lows, asset.closings);
 
   const actions = new Array<Action>(indicator.baseLine.length);
 
diff --git a/src/strategy/momentum/stochasticOscillatorStrategy.ts b/src/strategy/momentum/stochasticOscillatorStrategy.ts
index b2908db..77af58d 100644
--- a/src/strategy/momentum/stochasticOscillatorStrategy.ts
+++ b/src/strategy/momentum/stochasticOscillatorStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {stochasticOscillator} from '../../indicator/momentum/stochasticOscillator';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { stochasticOscillator } from '../../indicator/momentum/stochasticOscillator';
 
 /**
  * Stochastic oscillator strategy function.
@@ -12,18 +12,14 @@ import {stochasticOscillator} from '../../indicator/momentum/stochasticOscillato
  * @return strategy actions.
  */
 export function stochasticOscillatorStrategy(asset: Asset): Action[] {
-  const so = stochasticOscillator(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const so = stochasticOscillator(asset.highs, asset.lows, asset.closings);
 
   const actions = new Array<Action>(so.k.length);
 
   for (let i = 0; i < actions.length; i++) {
-    if ((so.k[i] >= 80) && (so.d[i] >= 80)) {
+    if (so.k[i] >= 80 && so.d[i] >= 80) {
       actions[i] = Action.SELL;
-    } else if ((so.k[i] <= 20) && (so.d[i] <= 20)) {
+    } else if (so.k[i] <= 20 && so.d[i] <= 20) {
       actions[i] = Action.BUY;
     } else {
       actions[i] = Action.HOLD;
diff --git a/src/strategy/momentum/williamsRStrategy.ts b/src/strategy/momentum/williamsRStrategy.ts
index 050f62b..d4d4e88 100644
--- a/src/strategy/momentum/williamsRStrategy.ts
+++ b/src/strategy/momentum/williamsRStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {williamsR} from '../../indicator/momentum/williamsR';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { williamsR } from '../../indicator/momentum/williamsR';
 
 /**
  * Williams R strategy function.
@@ -12,11 +12,7 @@ import {williamsR} from '../../indicator/momentum/williamsR';
  * @return strategy actions.
  */
 export function williamsRStrategy(asset: Asset): Action[] {
-  const wr = williamsR(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const wr = williamsR(asset.highs, asset.lows, asset.closings);
 
   return wr.map((value) => {
     if (value <= -80) {
diff --git a/src/strategy/strategyFunction.ts b/src/strategy/strategyFunction.ts
index 032a887..e39186a 100644
--- a/src/strategy/strategyFunction.ts
+++ b/src/strategy/strategyFunction.ts
@@ -1,8 +1,8 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Action} from './action';
-import {Asset} from './asset';
+import { Action } from './action';
+import { Asset } from './asset';
 
 /**
  * Strategy function.
diff --git a/src/strategy/trend/absolutePriceOscillatorStrategy.ts b/src/strategy/trend/absolutePriceOscillatorStrategy.ts
index 8188908..3d7918f 100644
--- a/src/strategy/trend/absolutePriceOscillatorStrategy.ts
+++ b/src/strategy/trend/absolutePriceOscillatorStrategy.ts
@@ -1,9 +1,12 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {absolutePriceOscillator, defaultAbsolutePriceOscillator} from '../../indicator/trend/absolutePriceOscillator';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import {
+  absolutePriceOscillator,
+  defaultAbsolutePriceOscillator,
+} from '../../indicator/trend/absolutePriceOscillator';
 
 /**
  * Runs the APO strategy based on the indicator.
@@ -36,15 +39,13 @@ function runStrategy(indicator: number[]): Action[] {
  * @return strategy actions.
  */
 export function absolutePriceOscillatorStrategy(
-    fastPeriod: number,
-    slowPeriod: number,
-    asset: Asset,
+  fastPeriod: number,
+  slowPeriod: number,
+  asset: Asset
 ): Action[] {
-  return runStrategy(absolutePriceOscillator(
-      fastPeriod,
-      slowPeriod,
-      asset.closings,
-  ));
+  return runStrategy(
+    absolutePriceOscillator(fastPeriod, slowPeriod, asset.closings)
+  );
 }
 
 /**
diff --git a/src/strategy/trend/aroonStrategy.ts b/src/strategy/trend/aroonStrategy.ts
index c5d7373..9eb8478 100644
--- a/src/strategy/trend/aroonStrategy.ts
+++ b/src/strategy/trend/aroonStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {aroon} from '../../indicator/trend/aroon';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { aroon } from '../../indicator/trend/aroon';
 
 /**
  * Aroon strategy.
diff --git a/src/strategy/trend/balanceOfPowerStrategy.ts b/src/strategy/trend/balanceOfPowerStrategy.ts
index a421650..81f07a8 100644
--- a/src/strategy/trend/balanceOfPowerStrategy.ts
+++ b/src/strategy/trend/balanceOfPowerStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {balanceOfPower} from '../../indicator/trend/balanceOfPower';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { balanceOfPower } from '../../indicator/trend/balanceOfPower';
 
 /**
  * Balance of power strategy.
@@ -13,10 +13,10 @@ import {balanceOfPower} from '../../indicator/trend/balanceOfPower';
  */
 export function balanceOfPowerStrategy(asset: Asset): Action[] {
   const bop = balanceOfPower(
-      asset.openings,
-      asset.highs,
-      asset.lows,
-      asset.closings,
+    asset.openings,
+    asset.highs,
+    asset.lows,
+    asset.closings
   );
 
   return bop.map((value) => {
diff --git a/src/strategy/trend/chandeForecastOscillatorStrategy.ts b/src/strategy/trend/chandeForecastOscillatorStrategy.ts
index eb6a444..a336477 100644
--- a/src/strategy/trend/chandeForecastOscillatorStrategy.ts
+++ b/src/strategy/trend/chandeForecastOscillatorStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {chandeForecastOscillator} from '../../indicator/trend/chandeForecastOscillator';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { chandeForecastOscillator } from '../../indicator/trend/chandeForecastOscillator';
 
 /**
  * Chande forecast oscillator strategy.
diff --git a/src/strategy/trend/kdjStrategy.ts b/src/strategy/trend/kdjStrategy.ts
index 5ed74a8..0ffd8a7 100644
--- a/src/strategy/trend/kdjStrategy.ts
+++ b/src/strategy/trend/kdjStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {defaultKdj} from '../../indicator/trend/kdj';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { defaultKdj } from '../../indicator/trend/kdj';
 
 /**
  * KDJ strategy.
@@ -15,9 +15,9 @@ export function kdjStrategy(asset: Asset): Action[] {
   const actions = new Array<Action>(kdjResult.k.length);
 
   for (let i = 0; i < actions.length; i++) {
-    if ((kdjResult.k[i] > kdjResult.d[i]) && (kdjResult.k[i] <= 20)) {
+    if (kdjResult.k[i] > kdjResult.d[i] && kdjResult.k[i] <= 20) {
       actions[i] = Action.BUY;
-    } else if ((kdjResult.k[i] < kdjResult.d[i]) && (kdjResult.k[i] >= 80)) {
+    } else if (kdjResult.k[i] < kdjResult.d[i] && kdjResult.k[i] >= 80) {
       actions[i] = Action.SELL;
     } else {
       actions[i] = Action.HOLD;
diff --git a/src/strategy/trend/macdStrategy.ts b/src/strategy/trend/macdStrategy.ts
index d89a143..9724687 100644
--- a/src/strategy/trend/macdStrategy.ts
+++ b/src/strategy/trend/macdStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {macd} from '../../indicator/trend/macd';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { macd } from '../../indicator/trend/macd';
 
 /**
  * MACD strategy.
diff --git a/src/strategy/trend/parabolicSarStrategy.ts b/src/strategy/trend/parabolicSarStrategy.ts
index d3d592b..ac9d445 100644
--- a/src/strategy/trend/parabolicSarStrategy.ts
+++ b/src/strategy/trend/parabolicSarStrategy.ts
@@ -1,10 +1,10 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {parabolicSar} from '../../indicator/trend/parabolicSar';
-import {Trend} from '../../indicator/trend';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { parabolicSar } from '../../indicator/trend/parabolicSar';
+import { Trend } from '../../indicator/trend';
 
 /**
  * Parabolic SAR strategy function.
@@ -13,11 +13,7 @@ import {Trend} from '../../indicator/trend';
  * @return strategy actions.
  */
 export function parabolicSarStrategy(asset: Asset): Action[] {
-  const psar = parabolicSar(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const psar = parabolicSar(asset.highs, asset.lows, asset.closings);
 
   return psar.trends.map((trend) => {
     switch (trend) {
diff --git a/src/strategy/trend/typicalPriceStrategy.ts b/src/strategy/trend/typicalPriceStrategy.ts
index 1a45ee7..b68f665 100644
--- a/src/strategy/trend/typicalPriceStrategy.ts
+++ b/src/strategy/trend/typicalPriceStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {typicalPrice} from '../../indicator/trend/typicalPrice';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { typicalPrice } from '../../indicator/trend/typicalPrice';
 
 /**
  * Typical price strategy function.
@@ -12,11 +12,7 @@ import {typicalPrice} from '../../indicator/trend/typicalPrice';
  * @return strategy actions.
  */
 export function typicalPriceStrategy(asset: Asset): Action[] {
-  const tpi = typicalPrice(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const tpi = typicalPrice(asset.highs, asset.lows, asset.closings);
 
   const actions = new Array<Action>(tpi.length);
   actions[0] = Action.HOLD;
diff --git a/src/strategy/trend/vortexStrategy.ts b/src/strategy/trend/vortexStrategy.ts
index ee06455..96f3b23 100644
--- a/src/strategy/trend/vortexStrategy.ts
+++ b/src/strategy/trend/vortexStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {vortex} from '../../indicator/trend/vortex';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { vortex } from '../../indicator/trend/vortex';
 
 /**
  * Vortex strategy.
@@ -11,11 +11,7 @@ import {vortex} from '../../indicator/trend/vortex';
  * @return strategy actions.
  */
 export function vortexStrategy(asset: Asset): Action[] {
-  const indicator = vortex(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const indicator = vortex(asset.highs, asset.lows, asset.closings);
 
   const actions = new Array<Action>(indicator.plusVi.length);
 
diff --git a/src/strategy/volatility/accelerationBandsStrategy.ts b/src/strategy/volatility/accelerationBandsStrategy.ts
index 82dbbbd..72b9042 100644
--- a/src/strategy/volatility/accelerationBandsStrategy.ts
+++ b/src/strategy/volatility/accelerationBandsStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {accelerationBands} from '../../indicator/volatility/accelerationBands';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { accelerationBands } from '../../indicator/volatility/accelerationBands';
 
 /**
  * Acceleration bands strategy function.
@@ -12,11 +12,7 @@ import {accelerationBands} from '../../indicator/volatility/accelerationBands';
  * @return strategy actions.
  */
 export function accelerationBandsStrategy(asset: Asset): Action[] {
-  const ab = accelerationBands(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-  );
+  const ab = accelerationBands(asset.highs, asset.lows, asset.closings);
 
   const actions = new Array<number>(ab.upperBand.length);
 
diff --git a/src/strategy/volatility/bollingerBandsStrategy.ts b/src/strategy/volatility/bollingerBandsStrategy.ts
index 5038ab0..9de2db0 100644
--- a/src/strategy/volatility/bollingerBandsStrategy.ts
+++ b/src/strategy/volatility/bollingerBandsStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {bollingerBands} from '../../indicator/volatility/bollingerBands';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { bollingerBands } from '../../indicator/volatility/bollingerBands';
 
 /**
  * Bollinger bands strategy function.
diff --git a/src/strategy/volatility/projectionOscillatorStrategy.ts b/src/strategy/volatility/projectionOscillatorStrategy.ts
index 2421f18..6582a11 100644
--- a/src/strategy/volatility/projectionOscillatorStrategy.ts
+++ b/src/strategy/volatility/projectionOscillatorStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {Asset} from '../asset';
-import {Action} from '../action';
-import {defaultProjectionOscillator} from '../../indicator/volatility/projectionOscillator';
+import { Asset } from '../asset';
+import { Action } from '../action';
+import { defaultProjectionOscillator } from '../../indicator/volatility/projectionOscillator';
 
 /**
  * Projection oscillator strategy function.
@@ -13,9 +13,9 @@ import {defaultProjectionOscillator} from '../../indicator/volatility/projection
  */
 export function projectionOscillatorStrategy(asset: Asset): Action[] {
   const po = defaultProjectionOscillator(
-      asset.highs,
-      asset.lows,
-      asset.closings,
+    asset.highs,
+    asset.lows,
+    asset.closings
   );
 
   const actions = new Array<Action>(po.po.length);
diff --git a/src/strategy/volume/chaikinMoneyFlowStrategy.ts b/src/strategy/volume/chaikinMoneyFlowStrategy.ts
index ef53354..d46d8af 100644
--- a/src/strategy/volume/chaikinMoneyFlowStrategy.ts
+++ b/src/strategy/volume/chaikinMoneyFlowStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {chaikinMoneyFlow} from '../../indicator/volume/chaikinMoneyFlow';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { chaikinMoneyFlow } from '../../indicator/volume/chaikinMoneyFlow';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * The chaikin money flow strategy uses the cmf values that are generated
@@ -16,10 +16,10 @@ import {Asset} from '../asset';
  */
 export function chaikinMoneyFlowStrategy(asset: Asset): Action[] {
   const cmf = chaikinMoneyFlow(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-      asset.volumes,
+    asset.highs,
+    asset.lows,
+    asset.closings,
+    asset.volumes
   );
 
   return cmf.map((value) => {
diff --git a/src/strategy/volume/easeOfMovementStrategy.ts b/src/strategy/volume/easeOfMovementStrategy.ts
index 902e8fd..dfe254e 100644
--- a/src/strategy/volume/easeOfMovementStrategy.ts
+++ b/src/strategy/volume/easeOfMovementStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {defaultEaseOfMovement} from '../../indicator/volume/easeOfMovement';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { defaultEaseOfMovement } from '../../indicator/volume/easeOfMovement';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * Ease of movement strategy.
@@ -12,11 +12,7 @@ import {Asset} from '../asset';
  * @returns strategy actions.
  */
 export function easeOfMovementStrategy(asset: Asset): Action[] {
-  const emv = defaultEaseOfMovement(
-      asset.highs,
-      asset.lows,
-      asset.volumes,
-  );
+  const emv = defaultEaseOfMovement(asset.highs, asset.lows, asset.volumes);
 
   return emv.map((value) => {
     if (value > 0) {
diff --git a/src/strategy/volume/forceIndexStrategy.ts b/src/strategy/volume/forceIndexStrategy.ts
index 10a1c4a..0ddbe74 100644
--- a/src/strategy/volume/forceIndexStrategy.ts
+++ b/src/strategy/volume/forceIndexStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {defaultForceIndex} from '../../indicator/volume/forceIndex';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { defaultForceIndex } from '../../indicator/volume/forceIndex';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * Force index strategy function.
@@ -12,10 +12,7 @@ import {Asset} from '../asset';
  * @returns strategy actions.
  */
 export function forceIndexStrategy(asset: Asset): Action[] {
-  const fi = defaultForceIndex(
-      asset.closings,
-      asset.volumes,
-  );
+  const fi = defaultForceIndex(asset.closings, asset.volumes);
 
   return fi.map((value) => {
     if (value > 0) {
diff --git a/src/strategy/volume/moneyFlowIndexStrategy.ts b/src/strategy/volume/moneyFlowIndexStrategy.ts
index 3f4733c..8277cd7 100644
--- a/src/strategy/volume/moneyFlowIndexStrategy.ts
+++ b/src/strategy/volume/moneyFlowIndexStrategy.ts
@@ -1,9 +1,9 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {defaultMoneyFlowIndex} from '../../indicator/volume/moneyFlowIndex';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { defaultMoneyFlowIndex } from '../../indicator/volume/moneyFlowIndex';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * Money flow index strategy.
@@ -13,10 +13,10 @@ import {Asset} from '../asset';
  */
 export function moneyFlowIndexStrategy(asset: Asset): Action[] {
   const mfi = defaultMoneyFlowIndex(
-      asset.highs,
-      asset.lows,
-      asset.closings,
-      asset.volumes,
+    asset.highs,
+    asset.lows,
+    asset.closings,
+    asset.volumes
   );
 
   return mfi.map((value) => {
diff --git a/src/strategy/volume/negativeVolumeIndexStrategy.ts b/src/strategy/volume/negativeVolumeIndexStrategy.ts
index d8270b8..4716530 100644
--- a/src/strategy/volume/negativeVolumeIndexStrategy.ts
+++ b/src/strategy/volume/negativeVolumeIndexStrategy.ts
@@ -1,10 +1,13 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {ema} from '../../indicator/trend/ema';
-import {negativeVolumeIndex, NVI_DEFAULT_PERIOD} from '../../indicator/volume/negativeVolumeIndex';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { ema } from '../../indicator/trend/ema';
+import {
+  negativeVolumeIndex,
+  NVI_DEFAULT_PERIOD,
+} from '../../indicator/volume/negativeVolumeIndex';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * The negative volume index strategy uses the nvi values that are generated by
@@ -16,10 +19,7 @@ import {Asset} from '../asset';
  * @returns strategy actions.
  */
 export function negativeVolumeIndexStrategy(asset: Asset): Action[] {
-  const nvi = negativeVolumeIndex(
-      asset.closings,
-      asset.volumes,
-  );
+  const nvi = negativeVolumeIndex(asset.closings, asset.volumes);
 
   const nvi255 = ema(NVI_DEFAULT_PERIOD, nvi);
 
diff --git a/src/strategy/volume/volumeWeightedAveragePriceStrategy.ts b/src/strategy/volume/volumeWeightedAveragePriceStrategy.ts
index 5e5e773..21414fb 100644
--- a/src/strategy/volume/volumeWeightedAveragePriceStrategy.ts
+++ b/src/strategy/volume/volumeWeightedAveragePriceStrategy.ts
@@ -1,10 +1,10 @@
 // Copyright (c) 2022 Onur Cinar. All Rights Reserved.
 // https://github.com/cinar/indicatorts
 
-import {substract} from '../../helper/numArray';
-import {defaultVolumeWeightedAveragePrice} from '../../indicator/volume/volumeWeightedAveragePrice';
-import {Action} from '../action';
-import {Asset} from '../asset';
+import { substract } from '../../helper/numArray';
+import { defaultVolumeWeightedAveragePrice } from '../../indicator/volume/volumeWeightedAveragePrice';
+import { Action } from '../action';
+import { Asset } from '../asset';
 
 /**
  * Volume weighted average price strategy uses the values that are generated
@@ -16,10 +16,7 @@ import {Asset} from '../asset';
  * @returns strategy actions.
  */
 export function volumeWeightedAveragePriceStrategy(asset: Asset): Action[] {
-  const vwap = defaultVolumeWeightedAveragePrice(
-      asset.closings,
-      asset.volumes,
-  );
+  const vwap = defaultVolumeWeightedAveragePrice(asset.closings, asset.volumes);
 
   const diff = substract(vwap, asset.closings);
 
diff --git a/tsconfig.json b/tsconfig.json
index eb6d95f..269de50 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -11,7 +11,7 @@
     // "disableReferencedProjectLoad": true,             /* Reduce the number of projects loaded automatically by TypeScript. */
 
     /* Language and Environment */
-    "target": "es2016",                                  /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */
+    "target": "es2016" /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */,
     // "lib": [],                                        /* Specify a set of bundled library declaration files that describe the target runtime environment. */
     // "jsx": "preserve",                                /* Specify what JSX code is generated. */
     // "experimentalDecorators": true,                   /* Enable experimental support for TC39 stage 2 draft decorators. */
@@ -24,7 +24,7 @@
     // "useDefineForClassFields": true,                  /* Emit ECMAScript-standard-compliant class fields. */
 
     /* Modules */
-    "module": "esnext",                                  /* Specify what module code is generated. */
+    "module": "esnext" /* Specify what module code is generated. */,
     // "rootDir": "./",                                  /* Specify the root folder within your source files. */
     // "moduleResolution": "node",                       /* Specify how TypeScript looks up a file from a given module specifier. */
     // "baseUrl": "./",                                  /* Specify the base directory to resolve non-relative module names. */
@@ -42,7 +42,7 @@
     // "maxNodeModuleJsDepth": 1,                        /* Specify the maximum folder depth used for checking JavaScript files from `node_modules`. Only applicable with `allowJs`. */
 
     /* Emit */
-    "declaration": true,                                 /* Generate .d.ts files from TypeScript and JavaScript files in your project. */
+    "declaration": true /* Generate .d.ts files from TypeScript and JavaScript files in your project. */,
     // "declarationMap": true,                           /* Create sourcemaps for d.ts files. */
     // "emitDeclarationOnly": true,                      /* Only output d.ts files and not JavaScript files. */
     // "sourceMap": true,                                /* Create source map files for emitted JavaScript files. */
@@ -69,12 +69,12 @@
     /* Interop Constraints */
     // "isolatedModules": true,                          /* Ensure that each file can be safely transpiled without relying on other imports. */
     // "allowSyntheticDefaultImports": true,             /* Allow 'import x from y' when a module doesn't have a default export. */
-    "esModuleInterop": true,                             /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables `allowSyntheticDefaultImports` for type compatibility. */
+    "esModuleInterop": true /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables `allowSyntheticDefaultImports` for type compatibility. */,
     // "preserveSymlinks": true,                         /* Disable resolving symlinks to their realpath. This correlates to the same flag in node. */
-    "forceConsistentCasingInFileNames": true,            /* Ensure that casing is correct in imports. */
+    "forceConsistentCasingInFileNames": true /* Ensure that casing is correct in imports. */,
 
     /* Type Checking */
-    "strict": true,                                      /* Enable all strict type-checking options. */
+    "strict": true /* Enable all strict type-checking options. */,
     // "noImplicitAny": true,                            /* Enable error reporting for expressions and declarations with an implied `any` type.. */
     // "strictNullChecks": true,                         /* When type checking, take into account `null` and `undefined`. */
     // "strictFunctionTypes": true,                      /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */
@@ -96,6 +96,6 @@
 
     /* Completeness */
     // "skipDefaultLibCheck": true,                      /* Skip type checking .d.ts files that are included with TypeScript. */
-    "skipLibCheck": true                                 /* Skip type checking all .d.ts files. */
+    "skipLibCheck": true /* Skip type checking all .d.ts files. */
   }
 }