diff --git a/.eslintrc b/.eslintrc
index 3416542..430e2d7 100644
--- a/.eslintrc
+++ b/.eslintrc
@@ -1,6 +1,6 @@
 {
   "parserOptions": {
-    "ecmaVersion": 2017
+    "ecmaVersion": 2019
   },
   "env": {
     "mocha": true,
@@ -18,6 +18,6 @@
   },
   "extends": [
     "mongodb-js/node",
-    "mongodb-js/browser",
+    "mongodb-js/browser"
   ]
 }
diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml
index 015ba8e..2cf4f4e 100644
--- a/.github/workflows/unit-tests.yml
+++ b/.github/workflows/unit-tests.yml
@@ -16,6 +16,7 @@ jobs:
         uses: actions/setup-node@v2
         with:
           node-version: ${{ matrix.node-version }}
-      - uses: bahmutov/npm-install@v1
+      - run: npm ci
+      - run: npm run check
       - run: npm test
       - run: npm run coverage
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 7ad4890..a5fd602 100644
--- a/.gitignore
+++ b/.gitignore
@@ -33,4 +33,4 @@ dist/
 # Test output
 .nyc_output
 # Mac OS files on folder create/delete
-.DS_Store 
\ No newline at end of file
+.DS_Store 
diff --git a/.zuul.yml b/.zuul.yml
deleted file mode 100644
index 0d48e29..0000000
--- a/.zuul.yml
+++ /dev/null
@@ -1,12 +0,0 @@
-ui: mocha-bdd
-browsers:
-  - name: chrome
-    version: latest
-  - name: safari
-    version: latest
-  - name: firefox
-    version: latest
-  - name: ie
-    version: latest
-  - name: iphone
-    version: latest
diff --git a/bin/mongodb-schema b/bin/mongodb-schema
index 498f53b..3b5a3e8 100755
--- a/bin/mongodb-schema
+++ b/bin/mongodb-schema
@@ -141,7 +141,7 @@ var bar = new ProgressBar('analyzing [:bar] :percent :etas ', {
   clear: true
 });
 
-mongodb.connect(uri, function(err, conn) {
+mongodb.connect(uri, {useUnifiedTopology: true}, function(err, conn) {
   if (err) {
     console.error('Failed to connect to MongoDB: ', err);
     process.exit(1);
diff --git a/lib/index.js b/lib/index.js
index 7ef5338..a428e84 100644
--- a/lib/index.js
+++ b/lib/index.js
@@ -1,6 +1,5 @@
 var stream = require('./stream');
 var es = require('event-stream');
-var _ = require('lodash');
 
 // var debug = require('debug')('mongodb-schema:wrapper');
 
@@ -20,7 +19,7 @@ var _ = require('lodash');
 module.exports = function(docs, options, callback) {
   const promise = new Promise((resolve, reject) => {
     // shift parameters if no options are specified
-    if (_.isUndefined(options) || (_.isFunction(options) && _.isUndefined(callback))) {
+    if (typeof options === 'undefined' || (typeof options === 'function' && typeof callback === 'undefined')) {
       callback = options;
       options = {};
     }
@@ -33,7 +32,7 @@ module.exports = function(docs, options, callback) {
     } else if (docs.pipe && typeof docs.pipe === 'function') {
       src = docs;
       // Arrays
-    } else if (_.isArray(docs)) {
+    } else if (Array.isArray(docs)) {
       src = es.readArray(docs);
     } else {
       reject(new Error(
diff --git a/lib/stats.js b/lib/stats.js
index 2ca58d6..dde1e37 100644
--- a/lib/stats.js
+++ b/lib/stats.js
@@ -1,4 +1,3 @@
-var _ = require('lodash');
 // var debug = require('debug')('mongodb-schema:stats');
 
 var widthRecursive = function(schema) {
@@ -8,17 +7,21 @@ var widthRecursive = function(schema) {
   }
   if (schema.fields !== undefined) {
     width += schema.fields.length;
-    width += _.sum(schema.fields.map(function(field) {
-      var doc = _.find(field.types, 'name', 'Document');
+
+    width += schema.fields.map(field => {
+      var doc = field.types.find(v => v.name === 'Document');
       return widthRecursive(doc);
-    }));
-    width += _.sum(schema.fields.map(function(field) {
-      var arr = _.find(field.types, 'name', 'Array');
+    }).reduce((p, c) => p + c || 0, 0);
+
+
+    width += schema.fields.map(field => {
+      var arr = field.types.find(v => v.name === 'Array');
       if (arr) {
-        var doc = _.find(arr.types, 'name', 'Document');
+        var doc = arr.types.find(v => v.name === 'Document');
         return widthRecursive(doc);
       }
-    }));
+    })
+      .reduce((p, c) => p + c || 0, 0);
   }
   return width;
 };
@@ -30,18 +33,19 @@ var depthRecursive = function(schema) {
   var maxChildDepth = 0;
   if (schema.fields !== undefined && schema.fields.length > 0) {
     maxChildDepth = 1 + Math.max(
-      _.max(schema.fields.map(function(field) {
-        var doc = _.find(field.types, 'name', 'Document');
+      Math.max(...schema.fields.map(field => {
+        var doc = field.types.find(v => v.name === 'Document');
         return depthRecursive(doc);
       })),
-      _.max(schema.fields.map(function(field) {
-        var arr = _.find(field.types, 'name', 'Array');
+      Math.max(...schema.fields.map(field => {
+        var arr = field.types.find(v => v.name === 'Array');
         if (arr) {
-          var doc = _.find(arr.types, 'name', 'Document');
+          var doc = arr.types.find(v => v.name === 'Document');
           return depthRecursive(doc);
         }
         return 0;
-      })));
+      }))
+    );
   }
   return maxChildDepth;
 };
@@ -55,21 +59,21 @@ var branchingFactors = function(schema) {
   if (schema.fields !== undefined && schema.fields.length > 0) {
     branchArray.push(schema.fields.length);
     res = schema.fields.map(function(field) {
-      var doc = _.find(field.types, 'name', 'Document');
+      var doc = field.types.find(v => v.name === 'Document');
       return branchingFactors(doc);
     });
-    branchArray.push.apply(branchArray, _.flatten(res, true));
+    branchArray.push(...res.flat(Infinity));
     res = schema.fields.map(function(field) {
-      var arr = _.find(field.types, 'name', 'Array');
+      var arr = field.types.find(v => v.name === 'Array');
       if (arr) {
-        var doc = _.find(arr.types, 'name', 'Document');
+        var doc = arr.types.find(v => v.name === 'Document');
         return branchingFactors(doc);
       }
       return [];
     });
-    branchArray.push.apply(branchArray, _.flatten(res, true));
+    branchArray.push(...res.flat(Infinity));
   }
-  return _.sortBy(branchArray).reverse();
+  return branchArray.sort().reverse();
 };
 
 module.exports = {
diff --git a/lib/stream.js b/lib/stream.js
index d0b4723..2092686 100644
--- a/lib/stream.js
+++ b/lib/stream.js
@@ -1,6 +1,6 @@
 var es = require('event-stream');
-var _ = require('lodash');
 var Reservoir = require('reservoir');
+var _ = require('lodash');
 
 // var debug = require('debug')('mongodb-schema:stream');
 
@@ -13,14 +13,14 @@ var Reservoir = require('reservoir');
 */
 var extractStringValueFromBSON = function(value) {
   if (value && value._bsontype) {
-    if (_.includes([ 'Decimal128', 'Long' ], value._bsontype)) {
+    if (['Decimal128', 'Long'].includes(value._bsontype)) {
       return value.toString();
     }
-    if (_.includes([ 'Double', 'Int32' ], value._bsontype)) {
+    if ([ 'Double', 'Int32' ].includes(value._bsontype)) {
       return String(value.value);
     }
   }
-  if (_.isString(value)) {
+  if (typeof value === 'string') {
     return value;
   }
   return String(value);
@@ -68,7 +68,7 @@ var finalizeSchema = function(schema, parent, tag) {
     finalizeSchema(schema.fields, schema, 'fields');
   }
   if (tag === 'fields') {
-    _.each(schema, function(field) {
+    Object.values(schema).forEach((field) => {
       // create `Undefined` pseudo-type
       var missing = parent.count - field.count;
       if (missing > 0) {
@@ -79,25 +79,27 @@ var finalizeSchema = function(schema, parent, tag) {
           count: missing
         };
       }
-      field.total_count = _.sum(field.types, 'count');
+      field.total_count = Object.values(field.types)
+        .map(v => v.count)
+        .reduce((p, c) => p + c, 0);
 
       // recursively finalize types
       finalizeSchema(field.types, field, 'types');
-      field.type = _.pluck(field.types, 'name');
+      field.type = field.types.map(v => v.name);
       if (field.type.length === 1) {
         field.type = field.type[0];
       }
       // a field has duplicates when any of its types have duplicates
-      field.has_duplicates = _.any(field.types, 'has_duplicates');
+      field.has_duplicates = !!field.types.find(v => v.has_duplicates);
       // compute probability
       field.probability = field.count / parent.count;
     });
     // turn object into array
-    parent.fields = _.values(parent.fields).sort(fieldComparator);
+    parent.fields = Object.values(parent.fields).sort(fieldComparator);
   }
   if (tag === 'types') {
-    _.each(schema, function(type) {
-      type.total_count = _.sum(type.lengths);
+    Object.values(schema).forEach(type => {
+      type.total_count = (type.lengths || []).reduce((p, c) => p + c || 0, 0);
       // debug('recursively calling schema.fields');
       finalizeSchema(type.fields, type, 'fields');
       // debug('recursively calling schema.types');
@@ -110,7 +112,7 @@ var finalizeSchema = function(schema, parent, tag) {
         type.unique = type.count === 0 ? 0 : 1;
         type.has_duplicates = type.count > 1;
       } else if (type.values) {
-        type.unique = _.uniq(type.values, false, extractStringValueFromBSON).length;
+        type.unique = new Set(type.values.map(extractStringValueFromBSON)).size;
         type.has_duplicates = type.unique !== type.values.length;
       }
       // compute `average_length` for array types
@@ -119,7 +121,7 @@ var finalizeSchema = function(schema, parent, tag) {
       }
       // recursively finalize fields and types
     });
-    parent.types = _.sortByOrder(_.values(parent.types), 'probability', 'desc');
+    parent.types = Object.values(parent.types).sort((a, b) => b.probability - a.probability);
   }
   return schema;
 };
@@ -146,31 +148,25 @@ module.exports = function parse(options) {
   /* eslint no-sync: 0 */
 
   // set default options
-  options = _.defaults({}, options, {
-    semanticTypes: false,
-    storeValues: true
-  });
+  options = { semanticTypes: false, storeValues: true, ...options};
 
   var semanticTypes = require('./semantic-types');
 
-  if (_.isObject(options.semanticTypes)) {
+  if (typeof options.semanticTypes === 'object') {
     // enable existing types that evaluate to true
-    var enabledTypes = _(options.semanticTypes)
-      .pick(function(val) {
-        return _.isBoolean(val) && val;
-      })
-      .keys()
-      .map(function(val) {
-        return val.toLowerCase();
-      })
-      .value();
-    semanticTypes = _.pick(semanticTypes, function(val, key) {
-      return _.includes(enabledTypes, key.toLowerCase());
-    });
-    // merge with custom types that are functions
-    semanticTypes = _.assign(semanticTypes,
-      _.pick(options.semanticTypes, _.isFunction)
-    );
+    var enabledTypes = Object.entries(options.semanticTypes)
+      .filter(([, v]) => typeof v === 'boolean' && v)
+      .map(([k]) => k.toLowerCase());
+
+    semanticTypes = {...
+    Object.entries(semanticTypes)
+      .filter(([k]) => enabledTypes.includes(k.toLowerCase()))
+      .reduce((p, [k, v]) => ({...p, [k]: v}), {}),
+    };
+
+    Object.entries(options.semanticTypes)
+      .filter(([, v]) => typeof v === 'function')
+      .forEach(([k, v]) => {semanticTypes[k] = v;});
   }
 
   var rootSchema = {
@@ -205,9 +201,13 @@ module.exports = function parse(options) {
 
   var getSemanticType = function(value, path) {
     // pass value to semantic type detectors, return first match or undefined
-    return _.findKey(semanticTypes, function(fn) {
-      return fn(value, path);
-    });
+
+    const returnValue = Object.entries(semanticTypes)
+      .filter(([, v]) => {
+        return v(value, path);
+      })
+      .map(([k]) => k)[0];
+    return returnValue;
   };
 
   /**
@@ -236,13 +236,13 @@ module.exports = function parse(options) {
    * @param {Object}  schema   the updated schema object
    */
 
+
   var addToType = function(path, value, schema) {
     var bsonType = getBSONType(value);
     // if semantic type detection is enabled, the type is the semantic type
     // or the original bson type if no semantic type was detected. If disabled,
     // it is always the bson type.
-    var typeName = (options.semanticTypes) ?
-      getSemanticType(value, path) || bsonType : bsonType;
+    var typeName = (options.semanticTypes) ? getSemanticType(value, path) || bsonType : bsonType;
     var type = schema[typeName] = _.get(schema, typeName, {
       name: typeName,
       bsonType: bsonType,
@@ -252,24 +252,22 @@ module.exports = function parse(options) {
     type.count++;
     // recurse into arrays by calling `addToType` for each element
     if (typeName === 'Array') {
-      type.types = _.get(type, 'types', {});
-      type.lengths = _.get(type, 'lengths', []);
+      type.types = type.types || {};
+      type.lengths = type.lengths || [];
       type.lengths.push(value.length);
-      _.each(value, function(v) {
-        addToType(path, v, type.types);
-      });
+      value.forEach(v => addToType(path, v, type.types));
 
     // recurse into nested documents by calling `addToField` for all sub-fields
     } else if (typeName === 'Document') {
       type.fields = _.get(type, 'fields', {});
-      _.forOwn(value, function(v, k) {
-        addToField(path + '.' + k, v, type.fields);
-      });
+      Object.entries(value).forEach(([k, v]) => addToField(path + '.' + k, v, type.fields));
 
     // if the `storeValues` option is enabled, store some example values
     } else if (options.storeValues) {
-      type.values = _.get(type, 'values', bsonType === 'String' ?
-        new Reservoir(100) : new Reservoir(10000));
+      var defaultValue = bsonType === 'String' ?
+        new Reservoir(100) : new Reservoir(10000);
+      type.values = type.values || defaultValue;
+
       addToValue(type, value);
     }
   };
@@ -284,8 +282,9 @@ module.exports = function parse(options) {
   addToField = function(path, value, schema) {
     var defaults = {};
 
+    var pathSplitOnDot = path.split('.');
     defaults[path] = {
-      name: _.last(path.split('.')),
+      name: pathSplitOnDot[pathSplitOnDot.length - 1],
       path: path,
       count: 0,
       types: {}
@@ -306,9 +305,7 @@ module.exports = function parse(options) {
   }
 
   var parser = es.through(function write(obj) {
-    _.each(_.keys(obj), function(key) {
-      addToField(key, obj[key], rootSchema.fields);
-    });
+    Object.keys(obj).forEach(key => addToField(key, obj[key], rootSchema.fields));
     rootSchema.count += 1;
     this.emit('progress', obj);
   }, function end() {
diff --git a/package-lock.json b/package-lock.json
index 59c6641..bf3504b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,55 +8,44 @@
       "version": "9.0.0-beta.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "async": "^1.5.2",
-        "cli-table": "^0.3.1",
+        "async": "^3.2.0",
         "event-stream": "^4.0.1",
-        "js-yaml": "^3.5.2",
-        "lodash": "^3.8.0",
-        "mongodb": "^3.1.4",
-        "mongodb-collection-sample": "^4.4.2",
-        "mongodb-extended-json": "^1.6.2",
-        "mongodb-ns": "^2.0.0",
-        "numeral": "^1.5.3",
-        "nyc": "^15.1.0",
+        "lodash": "^4.17.20",
         "progress": "^2.0.3",
-        "reservoir": "^0.1.2",
-        "stats-lite": "^2.0.0",
-        "yargs": "^3.32.0"
+        "reservoir": "^0.1.2"
       },
       "bin": {
         "mongodb-schema": "bin/mongodb-schema"
       },
       "devDependencies": {
         "benchmark": "^2.0.0",
-        "bson": "^1.0.5",
+        "bson": "^4.2.2",
         "coveralls": "^3.1.0",
         "debug": "^4.1.1",
         "eslint-config-mongodb-js": "^5.0.3",
         "istanbul": "^0.4.5",
-        "mocha": "^8.2.1",
-        "mongodb-js-precommit": "^2.0.0",
-        "ms": "^2.1.2",
-        "pre-commit": "^1.0.10",
-        "yargs": "^3.32.0",
-        "zuul": "^3.0.0"
+        "mocha": "^8.3.0",
+        "mongodb-js-precommit": "^2.2.1",
+        "ms": "^2.1.3",
+        "nyc": "^15.1.0",
+        "yargs": "^16.2.0"
       },
       "optionalDependencies": {
-        "cli-table": "^0.3.1",
-        "js-yaml": "^3.5.2",
-        "mongodb": "^3.1.4",
+        "cli-table": "^0.3.4",
+        "js-yaml": "^4.0.0",
+        "mongodb": "^3.6.4",
         "mongodb-collection-sample": "^4.4.2",
         "mongodb-extended-json": "^1.6.2",
         "mongodb-ns": "^2.0.0",
-        "numeral": "^1.5.3",
-        "stats-lite": "^2.0.0",
-        "yargs": "^3.32.0"
+        "numeral": "^2.0.6",
+        "stats-lite": "^2.0.0"
       }
     },
     "node_modules/@babel/code-frame": {
       "version": "7.12.13",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.13.tgz",
       "integrity": "sha512-HV1Cm0Q3ZrpCR93tkWOYiuYIgLxZXZFVG2VgK+MBWjUqZTundupbfx2aXarXuw5Ko5aMcjtJgbSs4vUGBS5v6g==",
+      "dev": true,
       "dependencies": {
         "@babel/highlight": "^7.12.13"
       }
@@ -65,6 +54,7 @@
       "version": "7.12.16",
       "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.12.16.tgz",
       "integrity": "sha512-t/hHIB504wWceOeaOoONOhu+gX+hpjfeN6YRBT209X/4sibZQfSF1I0HFRRlBe97UZZosGx5XwUg1ZgNbelmNw==",
+      "dev": true,
       "dependencies": {
         "@babel/code-frame": "^7.12.13",
         "@babel/generator": "^7.12.15",
@@ -94,19 +84,16 @@
       "version": "1.7.0",
       "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-1.7.0.tgz",
       "integrity": "sha512-4FJkXzKXEDB1snCFZlLP4gpC3JILicCpGbzG9f9G7tGqGCzETQ2hWPrcinA9oU4wtf2biUaEH5065UnMeR33oA==",
+      "dev": true,
       "dependencies": {
         "safe-buffer": "~5.1.1"
       }
     },
-    "node_modules/@babel/core/node_modules/lodash": {
-      "version": "4.17.20",
-      "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.20.tgz",
-      "integrity": "sha512-PlhdFcillOINfeV7Ni6oF1TAEayyZBoZ8bcshTHqOYJYlrqzRK5hagpagky5o4HfCzzd1TRkXPMFq6cKk9rGmA=="
-    },
     "node_modules/@babel/core/node_modules/source-map": {
       "version": "0.5.7",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz",
       "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=",
+      "dev": true,
       "engines": {
         "node": ">=0.10.0"
       }
@@ -115,6 +102,7 @@
       "version": "7.12.15",
       "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.12.15.tgz",
       "integrity": "sha512-6F2xHxBiFXWNSGb7vyCUTBF8RCLY66rS0zEPcP8t/nQyXjha5EuK4z7H5o7fWG8B4M7y6mqVWq1J+1PuwRhecQ==",
+      "dev": true,
       "dependencies": {
         "@babel/types": "^7.12.13",
         "jsesc": "^2.5.1",
@@ -125,6 +113,7 @@
       "version": "0.5.7",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz",
       "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=",
+      "dev": true,
       "engines": {
         "node": ">=0.10.0"
       }
@@ -133,6 +122,7 @@
       "version": "7.12.13",
       "resolved": "https://registry.npmjs.org/@babel/helper-function-name/-/helper-function-name-7.12.13.tgz",
       "integrity": "sha512-TZvmPn0UOqmvi5G4vvw0qZTpVptGkB1GL61R6lKvrSdIxGm5Pky7Q3fpKiIkQCAtRCBUwB0PaThlx9vebCDSwA==",
+      "dev": true,
       "dependencies": {
         "@babel/helper-get-function-arity": "^7.12.13",
         "@babel/template": "^7.12.13",
@@ -143,6 +133,7 @@
       "version": "7.12.13",
       "resolved": "https://registry.npmjs.org/@babel/helper-get-function-arity/-/helper-get-function-arity-7.12.13.tgz",
       "integrity": "sha512-DjEVzQNz5LICkzN0REdpD5prGoidvbdYk1BVgRUOINaWJP2t6avB27X1guXK1kXNrX0WMfsrm1A/ZBthYuIMQg==",
+      "dev": true,
       "dependencies": {
         "@babel/types": "^7.12.13"
       }
@@ -151,6 +142,7 @@
       "version": "7.12.16",
       "resolved": "https://registry.npmjs.org/@babel/helper-member-expression-to-functions/-/helper-member-expression-to-functions-7.12.16.tgz",
       "integrity": "sha512-zYoZC1uvebBFmj1wFAlXwt35JLEgecefATtKp20xalwEK8vHAixLBXTGxNrVGEmTT+gzOThUgr8UEdgtalc1BQ==",
+      "dev": true,
       "dependencies": {
         "@babel/types": "^7.12.13"
       }
@@ -159,6 +151,7 @@
       "version": "7.12.13",
       "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.12.13.tgz",
       "integrity": "sha512-NGmfvRp9Rqxy0uHSSVP+SRIW1q31a7Ji10cLBcqSDUngGentY4FRiHOFZFE1CLU5eiL0oE8reH7Tg1y99TDM/g==",
+      "dev": true,
       "dependencies": {
         "@babel/types": "^7.12.13"
       }
@@ -167,6 +160,7 @@
       "version": "7.12.13",
       "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.12.13.tgz",
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-          "optional": true
+        "emoji-regex": {
+          "version": "8.0.0",
+          "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+          "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+          "dev": true
+        },
+        "is-fullwidth-code-point": {
+          "version": "3.0.0",
+          "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+          "dev": true
+        },
+        "string-width": {
+          "version": "4.2.0",
+          "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.0.tgz",
+          "integrity": "sha512-zUz5JD+tgqtuDjMhwIg5uFVV3dtqZ9yQJlZVfq4I01/K5Paj5UHj7VyrQOJvzawSVlKpObApbfD0Ed6yJc+1eg==",
+          "dev": true,
+          "requires": {
+            "emoji-regex": "^8.0.0",
+            "is-fullwidth-code-point": "^3.0.0",
+            "strip-ansi": "^6.0.0"
+          }
+        },
+        "strip-ansi": {
+          "version": "6.0.0",
+          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.0.tgz",
+          "integrity": "sha512-AuvKTrTfQNYNIctbR1K/YGTR1756GycPsg7b9bdV9Duqur4gv6aKqHXah67Z8ImS7WEz5QVcOtlfW2rZEugt6w==",
+          "dev": true,
+          "requires": {
+            "ansi-regex": "^5.0.0"
+          }
+        },
+        "yargs-parser": {
+          "version": "20.2.4",
+          "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.4.tgz",
+          "integrity": "sha512-WOkpgNhPTlE73h4VFAFsOnomJVaovO8VqLDzy5saChRBFQFBoMYirowyW+Q9HB4HFF4Z7VZTiG3iSzJJA29yRA==",
+          "dev": true
         }
       }
     },
     "yargs-parser": {
-      "version": "16.1.0",
-      "resolved": "http://registry.npmjs.org/yargs-parser/-/yargs-parser-16.1.0.tgz",
-      "integrity": "sha512-H/V41UNZQPkUMIT5h5hiwg4QKIY1RPvoBV4XcjUbRM8Bk2oKqqyZ0DIEbTFZB0XjbtSPG8SAa/0DxCQmiRgzKg==",
-      "optional": true,
+      "version": "18.1.3",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-18.1.3.tgz",
+      "integrity": "sha512-o50j0JeToy/4K6OZcaQmW6lyXXKhq7csREXcDwk2omFPJEwUNOVtJKvmDr9EI1fAJZUyZcRF7kxGBWmRXudrCQ==",
+      "devOptional": true,
       "requires": {
         "camelcase": "^5.0.0",
         "decamelize": "^1.2.0"
@@ -22680,167 +11592,6 @@
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
       "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "dev": true
-    },
-    "zip-stream": {
-      "version": "0.2.3",
-      "resolved": "https://registry.npmjs.org/zip-stream/-/zip-stream-0.2.3.tgz",
-      "integrity": "sha1-rvCVN2z+E4lZqBNBmB0mM4tG2NM=",
-      "dev": true,
-      "requires": {
-        "debug": "~0.7.4",
-        "lodash.defaults": "~2.4.1",
-        "readable-stream": "~1.0.24"
-      },
-      "dependencies": {
-        "debug": {
-          "version": "0.7.4",
-          "resolved": "https://registry.npmjs.org/debug/-/debug-0.7.4.tgz",
-          "integrity": "sha1-BuHqgILCyxTjmAbiLi9vdX+Srzk=",
-          "dev": true
-        },
-        "isarray": {
-          "version": "0.0.1",
-          "resolved": "https://registry.npmjs.org/isarray/-/isarray-0.0.1.tgz",
-          "integrity": "sha1-ihis/Kmo9Bd+Cav8YDiTmwXR7t8=",
-          "dev": true
-        },
-        "lodash.defaults": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/lodash.defaults/-/lodash.defaults-2.4.1.tgz",
-          "integrity": "sha1-p+iIXwXmiFEUS24SqPNngCa8TFQ=",
-          "dev": true,
-          "requires": {
-            "lodash._objecttypes": "~2.4.1",
-            "lodash.keys": "~2.4.1"
-          }
-        },
-        "lodash.keys": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/lodash.keys/-/lodash.keys-2.4.1.tgz",
-          "integrity": "sha1-SN6kbfj/djKxDXBrissmWR4rNyc=",
-          "dev": true,
-          "requires": {
-            "lodash._isnative": "~2.4.1",
-            "lodash._shimkeys": "~2.4.1",
-            "lodash.isobject": "~2.4.1"
-          }
-        },
-        "readable-stream": {
-          "version": "1.0.34",
-          "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-1.0.34.tgz",
-          "integrity": "sha1-Elgg40vIQtLyqq+v5MKRbuMsFXw=",
-          "dev": true,
-          "requires": {
-            "core-util-is": "~1.0.0",
-            "inherits": "~2.0.1",
-            "isarray": "0.0.1",
-            "string_decoder": "~0.10.x"
-          }
-        },
-        "string_decoder": {
-          "version": "0.10.31",
-          "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-0.10.31.tgz",
-          "integrity": "sha1-YuIDvEF2bGwoyfyEMB2rHFMQ+pQ=",
-          "dev": true
-        }
-      }
-    },
-    "zuul": {
-      "version": "3.12.0",
-      "resolved": "https://registry.npmjs.org/zuul/-/zuul-3.12.0.tgz",
-      "integrity": "sha512-ABOM+J+get8DsLXmFmCUjJOwxZILsedXZ0+bJnG9ajmDhVmtLqaUPJ9NEardYzSHxq6Vxi5qXf4mluA7PePq/A==",
-      "dev": true,
-      "requires": {
-        "batch": "0.5.0",
-        "browserify": "13.0.0",
-        "browserify-istanbul": "0.1.5",
-        "char-split": "0.2.0",
-        "colors": "0.6.2",
-        "commander": "2.1.0",
-        "compression": "1.5.0",
-        "convert-source-map": "1.0.0",
-        "debug": "2.1.0",
-        "express": "3.4.8",
-        "express-state": "1.0.3",
-        "find-nearest-file": "1.0.0",
-        "firefox-profile": "0.2.7",
-        "globs-to-files": "1.0.0",
-        "hbs": "2.4.0",
-        "highlight.js": "7.5.0",
-        "http-proxy": "1.11.2",
-        "humanize-duration": "2.4.0",
-        "istanbul-middleware": "0.2.2",
-        "JSON2": "0.1.0",
-        "load-script": "0.0.5",
-        "lodash": "3.10.1",
-        "opener": "1.4.0",
-        "osenv": "0.0.3",
-        "shallow-copy": "0.0.1",
-        "shell-quote": "1.4.1",
-        "stack-mapper": "0.2.2",
-        "stacktrace-js": "1.3.1",
-        "superagent": "0.15.7",
-        "tap-finished": "0.0.1",
-        "tap-parser": "0.7.0",
-        "watchify": "3.7.0",
-        "wd": "0.3.11",
-        "xtend": "2.1.2",
-        "yamljs": "0.2.8",
-        "zuul-localtunnel": "1.1.0"
-      },
-      "dependencies": {
-        "colors": {
-          "version": "0.6.2",
-          "resolved": "https://registry.npmjs.org/colors/-/colors-0.6.2.tgz",
-          "integrity": "sha1-JCP+ZnisDF2uiFLl0OW+CMmXq8w=",
-          "dev": true
-        },
-        "commander": {
-          "version": "2.1.0",
-          "resolved": "https://registry.npmjs.org/commander/-/commander-2.1.0.tgz",
-          "integrity": "sha1-0SG7roYNmZKj1Re6lvVliOR8Z4E=",
-          "dev": true
-        },
-        "debug": {
-          "version": "2.1.0",
-          "resolved": "https://registry.npmjs.org/debug/-/debug-2.1.0.tgz",
-          "integrity": "sha1-M6uRVlnYwsyKQUQ9lNbr03aX7SE=",
-          "dev": true,
-          "requires": {
-            "ms": "0.6.2"
-          }
-        },
-        "ms": {
-          "version": "0.6.2",
-          "resolved": "https://registry.npmjs.org/ms/-/ms-0.6.2.tgz",
-          "integrity": "sha1-2JwhJMb9wTU9Zai3e/GqxLGTcIw=",
-          "dev": true
-        },
-        "object-keys": {
-          "version": "0.4.0",
-          "resolved": "https://registry.npmjs.org/object-keys/-/object-keys-0.4.0.tgz",
-          "integrity": "sha1-KKaq50KN0sOpLz2V8hM13SBOAzY=",
-          "dev": true
-        },
-        "xtend": {
-          "version": "2.1.2",
-          "resolved": "https://registry.npmjs.org/xtend/-/xtend-2.1.2.tgz",
-          "integrity": "sha1-bv7MKk2tjmlixJAbM3znuoe10os=",
-          "dev": true,
-          "requires": {
-            "object-keys": "~0.4.0"
-          }
-        }
-      }
-    },
-    "zuul-localtunnel": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/zuul-localtunnel/-/zuul-localtunnel-1.1.0.tgz",
-      "integrity": "sha1-cK0n+wpq+WiiFR/F1eiV2qGu0V0=",
-      "dev": true,
-      "requires": {
-        "localtunnel": "1.5.0"
-      }
     }
   }
 }
diff --git a/package.json b/package.json
index 968f600..072b774 100644
--- a/package.json
+++ b/package.json
@@ -16,22 +16,12 @@
     "mongodb-schema": "bin/mongodb-schema"
   },
   "scripts": {
-    "start": "zuul --local 3001 --open -- test/*.test.js",
     "test": "nyc mocha",
     "test:watch": "mocha --watch",
     "coverage": "nyc report --reporter=text-lcov | coveralls",
-    "check": "mongodb-js-precommit",
+    "check": "mongodb-js-precommit './lib/**/*.js' './test/**/*.js'",
     "lint": "eslint lib test examples --fix"
   },
-  "precommit": [
-    "check"
-  ],
-  "check": {
-    "ignore": [
-      "coverage/**/*",
-      "examples/**/*"
-    ]
-  },
   "keywords": [
     "mongodb",
     "schema"
@@ -43,36 +33,33 @@
     ]
   },
   "dependencies": {
-    "async": "^1.5.2",
+    "async": "^3.2.0",
     "event-stream": "^4.0.1",
-    "lodash": "^3.8.0",
-    "nyc": "^15.1.0",
+    "lodash": "^4.17.20",
     "progress": "^2.0.3",
     "reservoir": "^0.1.2"
   },
   "devDependencies": {
     "benchmark": "^2.0.0",
-    "bson": "^1.0.5",
+    "bson": "^4.2.2",
     "coveralls": "^3.1.0",
     "debug": "^4.1.1",
     "eslint-config-mongodb-js": "^5.0.3",
     "istanbul": "^0.4.5",
-    "mocha": "^8.2.1",
-    "mongodb-js-precommit": "^2.0.0",
-    "ms": "^2.1.2",
-    "pre-commit": "^1.0.10",
-    "yargs": "^3.32.0",
-    "zuul": "^3.0.0"
+    "mocha": "^8.3.0",
+    "mongodb-js-precommit": "^2.2.1",
+    "ms": "^2.1.3",
+    "nyc": "^15.1.0",
+    "yargs": "^16.2.0"
   },
   "optionalDependencies": {
-    "stats-lite": "^2.0.0",
-    "cli-table": "^0.3.1",
-    "js-yaml": "^3.5.2",
-    "mongodb": "^3.1.4",
+    "cli-table": "^0.3.4",
+    "js-yaml": "^4.0.0",
+    "mongodb": "^3.6.4",
     "mongodb-collection-sample": "^4.4.2",
     "mongodb-extended-json": "^1.6.2",
     "mongodb-ns": "^2.0.0",
-    "numeral": "^1.5.3",
-    "yargs": "^3.32.0"
+    "numeral": "^2.0.6",
+    "stats-lite": "^2.0.0"
   }
 }
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index 4505d32..457b82e 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 /* eslint quote-props: 0 */
 describe('arrays and objects as type (INT-203 restructuring)', function() {
@@ -42,13 +41,12 @@ describe('arrays and objects as type (INT-203 restructuring)', function() {
   describe('Field', function() {
     var x;
     before(function() {
-      x = _.find(schema.fields, 'name', 'x');
+      x = schema.fields.find(v => v.name === 'x');
     });
     it('have the right type distribution of x', function() {
-      var dist = _.zipObject(
-        _.pluck(x.types, 'name'),
-        _.pluck(x.types, 'probability')
-      );
+      var names = x.types.map(v => v.name);
+      var probabilities = x.types.map( v=> v.probability);
+      var dist = names.reduce((p, c, i) => ({...p, [c]: probabilities[i]}), {});
       assert.deepEqual(dist, {
         'Array': 3 / 6,
         'String': 1 / 6,
@@ -62,7 +60,8 @@ describe('arrays and objects as type (INT-203 restructuring)', function() {
     var arr;
 
     before(function() {
-      arr = _.find(_.find(schema.fields, 'name', 'x').types, 'name', 'Array');
+      var types = schema.fields.find(v => v.name === 'x').types;
+      arr = types.find(v => v.name === 'Array');
     });
 
     it('should return the lengths of all encountered arrays', function() {
@@ -78,10 +77,9 @@ describe('arrays and objects as type (INT-203 restructuring)', function() {
     });
 
     it('should return the type distribution inside an array', function() {
-      var arrDist = _.zipObject(
-        _.pluck(arr.types, 'name'),
-        _.pluck(arr.types, 'probability')
-      );
+      var names = arr.types.map(v => v.name);
+      var probabilities = arr.types.map( v=> v.probability);
+      var arrDist = names.reduce((p, c, i) => ({...p, [c]: probabilities[i]}), {});
       assert.deepEqual(arrDist, {
         'Number': 3 / 8,
         'String': 1 / 8,
diff --git a/test/basic-embedded-array.test.js b/test/basic-embedded-array.test.js
index fb450ec..90d3886 100644
--- a/test/basic-embedded-array.test.js
+++ b/test/basic-embedded-array.test.js
@@ -1,20 +1,19 @@
 var getSchema = require('../');
 var assert = require('assert');
 var BSON = require('bson');
-var _ = require('lodash');
 
 /* eslint new-cap: 0, quote-props: 0, camelcase: 0 */
 describe('basic embedded array', function() {
   var following_ids;
   var docs = [
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
-      'following_ids': [BSON.ObjectID('55582407aafa8fbbc57196e2')]
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
+      'following_ids': [new BSON.ObjectID('55582407aafa8fbbc57196e2')]
     },
     {
-      '_id': BSON.ObjectID('55582407aafa8fbbc57196e2'),
+      '_id': new BSON.ObjectID('55582407aafa8fbbc57196e2'),
       'following_ids': [
-        BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
+        new BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
         '55581e0a9bf712d0c2b48d71'
       ]
     }
@@ -23,7 +22,8 @@ describe('basic embedded array', function() {
   before(function(done) {
     getSchema(docs, function(err, res) {
       assert.ifError(err);
-      following_ids = _.find(_.find(res.fields, 'name', 'following_ids').types, 'name', 'Array');
+      var types = res.fields.find(v => v.name === 'following_ids').types;
+      following_ids = types.find(v => v.name === 'Array');
       done();
     });
   });
@@ -37,14 +37,17 @@ describe('basic embedded array', function() {
   });
 
   it('should have a sum of probability for following_ids of 1', function() {
-    assert.equal(_.sum(_.pluck(following_ids.types, 'probability')), 1);
+    var expectedSum = following_ids.types
+      .map(v => v.probability)
+      .reduce((p, c) => p + c || 0, 0);
+    assert.equal(expectedSum, 1);
   });
 
   it('should have 33% String for following_ids', function() {
-    assert.equal(_.find(following_ids.types, 'name', 'String').probability, 1 / 3);
+    assert.equal(following_ids.types.find( v => v.name === 'String').probability, 1 / 3);
   });
 
   it('should have 66% ObjectID for following_ids', function() {
-    assert.equal(_.find(following_ids.types, 'name', 'ObjectID').probability, 2 / 3);
+    assert.equal(following_ids.types.find(v => v.name === 'ObjectID').probability, 2 / 3);
   });
 });
diff --git a/test/basic-embedded-documents.test.js b/test/basic-embedded-documents.test.js
index 3bad352..ea96c68 100644
--- a/test/basic-embedded-documents.test.js
+++ b/test/basic-embedded-documents.test.js
@@ -1,13 +1,12 @@
 var getSchema = require('../');
 var assert = require('assert');
 var BSON = require('bson');
-var _ = require('lodash');
 
 /* eslint new-cap: 0, quote-props: 0, camelcase: 0 */
 describe('basic embedded documents', function() {
   var docs = [
     {
-      '_id': BSON.ObjectID('55582407aafa8fbbc57196e2'),
+      '_id': new BSON.ObjectID('55582407aafa8fbbc57196e2'),
       'name': 'Brett Flowers',
       'email': {
         '_id': 'gohu@pum.io',
@@ -57,9 +56,10 @@ describe('basic embedded documents', function() {
       'push_token.apple'
     ];
 
-    assert.deepEqual(_.pluck(schema.fields, 'name').sort(), field_names.sort());
-    var push_tokens = _.find(_.find(schema.fields, 'name', 'push_token').types,
-      'name', 'Document').fields;
-    assert.deepEqual(_.pluck(push_tokens, 'path').sort(), nested_path_names.sort());
+    assert.deepEqual(schema.fields.map(v => v.name).sort(), field_names.sort());
+
+    var types = schema.fields.find(v => v.name === 'push_token').types;
+    var push_tokens = types.find(v => v.name === 'Document').fields;
+    assert.deepEqual(push_tokens.map(v => v.path).sort(), nested_path_names.sort());
   });
 });
diff --git a/test/basic-probability.test.js b/test/basic-probability.test.js
index df159d3..175f0e7 100644
--- a/test/basic-probability.test.js
+++ b/test/basic-probability.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('simple probability', function() {
   var docs = [
@@ -17,7 +16,7 @@ describe('simple probability', function() {
   before(function(done) {
     getSchema(docs, function(err, res) {
       assert.ifError(err);
-      if (!_.find(res.fields, 'name', 'registered')) {
+      if (!res.fields.find(v => v.name === 'registered')) {
         return done(new Error('Did not pick up `registered` field'));
       }
       schema = res;
@@ -25,11 +24,11 @@ describe('simple probability', function() {
     });
   });
   it('should have a probability of 50% for `registered` to be a boolean', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'registered').types,
-      'name', 'Boolean').probability, 1 / 2);
+    var types = schema.fields.find(v => v.name === 'registered').types;
+    assert.equal(types.find(v => v.name === 'Boolean').probability, 1 / 2);
   });
   it('should have a probability of 50% for `registered` to be undefined', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'registered').types,
-      'name', 'Undefined').probability, 1 / 2);
+    var types = schema.fields.find(v => v.name === 'registered').types;
+    assert.equal(types.find(v => v.name === 'Undefined').probability, 1 / 2);
   });
 });
diff --git a/test/basic-unique.test.js b/test/basic-unique.test.js
index 33e3704..162ef70 100644
--- a/test/basic-unique.test.js
+++ b/test/basic-unique.test.js
@@ -1,18 +1,18 @@
 /* eslint new-cap: 0 */
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 var bson = require('bson');
 
 // var debug = require('debug')('mongodb-schema:test:unique');
 
 describe('has_duplicates', function() {
-  var docs = _.map(_.range(11111), function(val) {
-    return {
-      num: val,
-      str: String(val)
-    };
-  });
+  var docs = [];
+  for (let i = 0; i <= 11111; i++) {
+    docs.push({
+      num: i,
+      str: String(i)
+    });
+  }
 
   var schema;
   before(function(done) {
@@ -24,17 +24,17 @@ describe('has_duplicates', function() {
   });
 
   it('should not have duplicates', function() {
-    assert.equal(_.find(schema.fields, 'name', 'num').has_duplicates, false);
+    assert.equal(schema.fields.find(v => v.name === 'num').has_duplicates, false);
   });
 
   it('should have 10000 number values for the `num` field', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'num').types,
-      'name', 'Number').values.length, 10000);
+    var types = schema.fields.find(v => v.name === 'num').types;
+    assert.equal(types.find(v => v.name === 'Number').values.length, 10000);
   });
 
   it('should have 100 string values for the `str` field', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'str').types,
-      'name', 'String').values.length, 100);
+    var types = schema.fields.find(v => v.name === 'str').types;
+    assert.equal(types.find(v => v.name === 'String').values.length, 100);
   });
 });
 
@@ -44,7 +44,7 @@ describe('unique', function() {
       _id: 1,
       registered: true,
       b: false,
-      int32: bson.Int32(5),
+      int32: new bson.Int32(5),
       date: new Date('2016-01-01')
     },
     {
@@ -52,13 +52,13 @@ describe('unique', function() {
       registered: true,
       code: null,
       b: 'false',
-      int32: bson.Int32(5),
+      int32: new bson.Int32(5),
       date: new Date('2016-01-01')
     },
     {
       _id: 3,
       code: null,
-      int32: bson.Int32(9),
+      int32: new bson.Int32(9),
       date: new Date('2011-11-11')
     }
   ];
@@ -73,47 +73,47 @@ describe('unique', function() {
   });
 
   it('should have count of 3 for `_id`', function() {
-    assert.equal(_.find(schema.fields, 'name', '_id').count, 3);
+    assert.equal(schema.fields.find(v => v.name === '_id').count, 3);
   });
 
   it('should have unique of 3 for `_id`', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', '_id').types,
-      'name', 'Number').unique, 3);
+    var types = schema.fields.find(v => v.name === '_id').types;
+    assert.equal(types.find(v => v.name === 'Number').unique, 3);
   });
 
   it('should not have duplicates for `_id`', function() {
-    assert.equal(_.find(schema.fields, 'name', '_id').has_duplicates, false);
+    assert.equal(schema.fields.find(v => v.name === '_id').has_duplicates, false);
   });
 
   it('should have count of 2 for `registered`', function() {
-    assert.equal(_.find(schema.fields, 'name', 'registered').count, 2);
+    assert.equal(schema.fields.find(v => v.name === 'registered').count, 2);
   });
 
   it('should have unique of 1 for `registered` type Boolean', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'registered').types,
-      'name', 'Boolean').unique, 1);
+    var types = schema.fields.find(v => v.name === 'registered').types;
+    assert.equal(types.find(v => v.name === 'Boolean').unique, 1);
   });
 
   it('should have unique of 1 for `code`', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'code').types,
-      'name', 'Null').unique, 1);
+    var types = schema.fields.find(v => v.name === 'code').types;
+    assert.equal(types.find(v => v.name === 'Null').unique, 1);
   });
 
   it('should have unique of 2 for `int32`', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'int32').types,
-      'name', 'Int32').unique, 2);
+    var types = schema.fields.find(v => v.name === 'int32').types;
+    assert.equal(types.find(v => v.name === 'Int32').unique, 2);
   });
 
   it('should have unique of 2 for `date`', function() {
-    assert.equal(_.find(_.find(schema.fields, 'name', 'date').types,
-      'name', 'Date').unique, 2);
+    var types = schema.fields.find(v => v.name === 'date').types;
+    assert.equal(types.find(v => v.name === 'Date').unique, 2);
   });
 
   it('should not have duplicate values for b', function() {
-    assert.equal(_.find(schema.fields, 'name', 'b').has_duplicates, false);
+    assert.equal(schema.fields.find(v => v.name === 'b').has_duplicates, false);
   });
 
   it('should have duplicates for `registered`', function() {
-    assert.equal(_.find(schema.fields, 'name', 'registered').has_duplicates, true);
+    assert.equal(schema.fields.find(v => v.name === 'registered').has_duplicates, true);
   });
 });
diff --git a/test/basic.test.js b/test/basic.test.js
index 191fb5f..3cf1106 100644
--- a/test/basic.test.js
+++ b/test/basic.test.js
@@ -1,13 +1,12 @@
 var getSchema = require('../');
 var assert = require('assert');
 var BSON = require('bson');
-var _ = require('lodash');
 
 /* eslint new-cap: 0, quote-props: 0, no-new: 0, camelcase: 0 */
 describe('using only basic fields', function() {
   var docs = [
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
       'email': 'tupjud@weigehib.gov',
       'is_verified': false,
       'twitter_username': '@zaetisi',
@@ -40,7 +39,7 @@ describe('using only basic fields', function() {
       'twitter_username',
       'name[]'
     ];
-    assert.deepEqual(_.pluck(users.fields, 'name').sort(), field_names.sort());
+    assert.deepEqual(users.fields.map(v => v.name).sort(), field_names.sort());
   });
 
   before(function(done) {
@@ -52,16 +51,16 @@ describe('using only basic fields', function() {
   });
 
   it('should detect the correct type for each field', function() {
-    assert.equal(_.find(users.fields, 'name', '_id').type, 'ObjectID');
-    assert.equal(_.find(users.fields, 'name', 'apple_push_token').type, 'String');
-    assert.equal(_.find(users.fields, 'name', 'created_at').type, 'Date');
-    assert.equal(_.find(users.fields, 'name', 'email').type, 'String');
-    assert.equal(_.find(users.fields, 'name', 'is_verified').type, 'Boolean');
-    assert.equal(_.find(users.fields, 'name', 'length').type, 'Number');
-    assert.equal(_.find(users.fields, 'name', 'last_address_latitude').type, 'Null');
-    assert.equal(_.find(users.fields, 'name', 'last_address_longitude').type, 'Null');
-    assert.equal(_.find(users.fields, 'name', 'name').type, 'String');
-    assert.equal(_.find(users.fields, 'name', 'stats_friends').type, 'Number');
-    assert.equal(_.find(users.fields, 'name', 'twitter_username').type, 'String');
+    assert.equal(users.fields.find(v => v.name === '_id').type, 'ObjectID');
+    assert.equal(users.fields.find(v => v.name === 'apple_push_token').type, 'String');
+    assert.equal(users.fields.find(v => v.name === 'created_at').type, 'Date');
+    assert.equal(users.fields.find(v => v.name === 'email').type, 'String');
+    assert.equal(users.fields.find(v => v.name === 'is_verified').type, 'Boolean');
+    assert.equal(users.fields.find(v => v.name === 'length').type, 'Number');
+    assert.equal(users.fields.find(v => v.name === 'last_address_latitude').type, 'Null');
+    assert.equal(users.fields.find(v => v.name === 'last_address_longitude').type, 'Null');
+    assert.equal(users.fields.find(v => v.name === 'name').type, 'String');
+    assert.equal(users.fields.find(v => v.name === 'stats_friends').type, 'Number');
+    assert.equal(users.fields.find(v => v.name === 'twitter_username').type, 'String');
   });
 });
diff --git a/test/field-order.test.js b/test/field-order.test.js
index c781d11..a695e44 100644
--- a/test/field-order.test.js
+++ b/test/field-order.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 // var debug = require('debug')('mongodb-schema:test:field-order');
 
@@ -14,7 +13,7 @@ describe('order of fields', function() {
     }];
     getSchema(docs, function(err, schema) {
       assert.ifError(err);
-      assert.deepEqual(_.pluck(schema.fields, 'name'), ['_id', 'BAR', 'FOO', 'zoo']);
+      assert.deepEqual(schema.fields.map(v => v.name), ['_id', 'BAR', 'FOO', 'zoo']);
       done();
     });
   });
@@ -28,7 +27,7 @@ describe('order of fields', function() {
     }];
     getSchema(docs, function(err, schema) {
       assert.ifError(err);
-      assert.deepEqual(_.pluck(schema.fields, 'name'), ['a', 'b', 'Ca', 'cb', 'cC']);
+      assert.deepEqual(schema.fields.map(v => v.name), ['a', 'b', 'Ca', 'cb', 'cC']);
       done();
     });
   });
diff --git a/test/mixed-type-evolving-schema.test.js b/test/mixed-type-evolving-schema.test.js
index 94fd680..7920369 100644
--- a/test/mixed-type-evolving-schema.test.js
+++ b/test/mixed-type-evolving-schema.test.js
@@ -1,7 +1,6 @@
 var getSchema = require('../');
 var assert = require('assert');
 var BSON = require('bson');
-var _ = require('lodash');
 
 /* eslint quote-props: 0, new-cap: 0, camelcase: 0 */
 describe('evolving schema', function() {
@@ -14,7 +13,7 @@ describe('evolving schema', function() {
   var apple_push_token;
   var docs = [
     {
-      '_id': BSON.ObjectID('55582407aafa8fbbc57196e2'),
+      '_id': new BSON.ObjectID('55582407aafa8fbbc57196e2'),
       'name': 'Brett Flowers',
       'email': {
         '_id': 'gohu@pum.io',
@@ -37,7 +36,7 @@ describe('evolving schema', function() {
       'created_at': new Date()
     },
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
       'email': 'tupjud@weigehib.gov',
       'is_verified': false,
       'twitter_username': '@zaetisi',
@@ -54,7 +53,7 @@ describe('evolving schema', function() {
   before(function(done) {
     getSchema(docs, function(err, users) {
       assert.ifError(err);
-      apple_push_token = _.find(users.fields, 'name', 'apple_push_token');
+      apple_push_token = users.fields.find(v => v.name === 'apple_push_token');
       done();
     });
   });
@@ -68,9 +67,9 @@ describe('evolving schema', function() {
     assert.equal(apple_push_token.probability, 0.5);
   });
   it('should have seen `apple_push_token` 1 time as a string', function() {
-    assert.equal(_.find(apple_push_token.types, 'name', 'String').count, 1);
+    assert.equal(apple_push_token.types.find(v => v.name === 'String').count, 1);
   });
   it('should have seen 1 unique string value for `apple_push_token`', function() {
-    assert.equal(_.find(apple_push_token.types, 'name', 'String').unique, 1);
+    assert.equal(apple_push_token.types.find(v => v.name === 'String').unique, 1);
   });
 });
diff --git a/test/mixed-type-nested.test.js b/test/mixed-type-nested.test.js
index dbf8358..1ffacc1 100644
--- a/test/mixed-type-nested.test.js
+++ b/test/mixed-type-nested.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('mixed types nested', function() {
   var docs = [
@@ -41,15 +40,18 @@ describe('mixed types nested', function() {
     getSchema(docs, function(err, res) {
       assert.ifError(err);
       schema = res;
-      if (!_.find(schema.fields, 'name', '_id')) {
+      if (!schema.fields.find(v => v.name === '_id')) {
         return done(new Error('Did not pick up `_id` field'));
       }
-      valid = _.find(_.find(_.find(schema.fields, 'name', 'address').types,
-        'name', 'Document').fields, 'name', 'valid');
+
+      valid = schema.fields
+        .find(v => v.name === 'address').types
+        .find(x => x.name === 'Document').fields
+        .find(v => v.name === 'valid');
       if (!valid) {
         return done(new Error('Did not pick up `address.valid` field'));
       }
-      if (!_.find(valid.types, 'name', 'Undefined')) {
+      if (!valid.types.find(v => v.name === 'Undefined')) {
         return done(new Error('Missing Undefined type on `address.valid`'));
       }
       done();
@@ -57,7 +59,7 @@ describe('mixed types nested', function() {
   });
 
   it('should see the `address` field is always present', function() {
-    assert.equal(_.find(schema.fields, 'name', 'address').probability, 1);
+    assert.equal(schema.fields.find(v => v.name === 'address').probability, 1);
   });
   it('should see the `valid` field in 80% of documents', function() {
     assert.equal(valid.probability, 0.8);
@@ -66,15 +68,15 @@ describe('mixed types nested', function() {
     assert.equal(valid.types.length, 4);
   });
   it('should see `Number` was used in 20% of documents', function() {
-    assert.equal(_.find(valid.types, 'name', 'Number').probability, 0.2);
+    assert.equal(valid.types.find(v => v.name === 'Number').probability, 0.2);
   });
   it('should see `Boolean` was used in 40% of documents', function() {
-    assert.equal(_.find(valid.types, 'name', 'Boolean').probability, 0.4);
+    assert.equal(valid.types.find(v => v.name === 'Boolean').probability, 0.4);
   });
   it('should see `Undefined` was used in 20% of documents', function() {
-    assert.equal(_.find(valid.types, 'name', 'Undefined').probability, 0.2);
+    assert.equal(valid.types.find(v => v.name === 'Undefined').probability, 0.2);
   });
   it('should see `String` was used in 20% of documents', function() {
-    assert.equal(_.find(valid.types, 'name', 'String').probability, 0.2);
+    assert.equal(valid.types.find(v => v.name === 'String').probability, 0.2);
   });
 });
diff --git a/test/mixed-type-order.test.js b/test/mixed-type-order.test.js
index 367cc35..a2fb855 100644
--- a/test/mixed-type-order.test.js
+++ b/test/mixed-type-order.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('mixed type order', function() {
   var docs = [
@@ -25,12 +24,12 @@ describe('mixed type order', function() {
   before(function(done) {
     getSchema(docs, function(err, schema) {
       assert.ifError(err);
-      registered = _.find(schema.fields, 'name', 'registered');
+      registered = schema.fields.find(v => v.name === 'registered');
 
       if (!registered) {
         return done(new Error('Did not pick up `registered` field'));
       }
-      if (!_.find(registered.types, 'name', 'Undefined')) {
+      if (!registered.types.find(v => v.name === 'Undefined')) {
         return done(new Error('Missing Undefined type on `registered`'));
       }
       done();
@@ -40,7 +39,7 @@ describe('mixed type order', function() {
     assert.equal(registered.types.length, 3);
   });
   it('should return the order of types as ["String", "Number", "Undefined"]', function(done) {
-    assert.deepEqual(_.pluck(registered.types, 'name'),
+    assert.deepEqual(registered.types.map(v => v.name),
       ['String', 'Number', 'Undefined']);
     done();
   });
diff --git a/test/mixed-type-probability.test.js b/test/mixed-type-probability.test.js
index 9f60317..fa1316b 100644
--- a/test/mixed-type-probability.test.js
+++ b/test/mixed-type-probability.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('mixed type probability', function() {
   var docs = [
@@ -28,12 +27,12 @@ describe('mixed type probability', function() {
     getSchema(docs, function(err, res) {
       assert.ifError(err);
       schema = res;
-      registered = _.find(schema.fields, 'name', 'registered');
+      registered = schema.fields.find(v => v.name === 'registered');
 
       if (!registered) {
         return done(new Error('Did not pick up `registered` field'));
       }
-      if (!_.find(registered.types, 'name', 'Undefined')) {
+      if (!registered.types.find(v => v.name === 'Undefined')) {
         return done(new Error('Missing Undefined type on `registered`'));
       }
       done();
@@ -43,20 +42,20 @@ describe('mixed type probability', function() {
     assert.equal(registered.types.length, 4);
   });
   it('should have a probability of 25% for `registered` to be a boolean', function() {
-    assert.equal(_.find(registered.types, 'name', 'Boolean').probability, 1 / 4);
+    assert.equal(registered.types.find(v => v.name === 'Boolean').probability, 1 / 4);
   });
   it('should have a probability of 25% for `registered` to be a number', function() {
-    assert.equal(_.find(registered.types, 'name', 'Number').probability, 1 / 4);
+    assert.equal(registered.types.find(v => v.name === 'Number').probability, 1 / 4);
   });
   it('should have a probability of 25% for `registered` to be a string', function() {
-    assert.equal(_.find(registered.types, 'name', 'String').probability, 1 / 4);
+    assert.equal(registered.types.find(v => v.name === 'String').probability, 1 / 4);
   });
   it('should have a probability of 25% for `registered` to be undefined', function() {
-    assert.equal(_.find(registered.types, 'name', 'Undefined').probability, 1 / 4);
+    assert.equal(registered.types.find(v => v.name === 'Undefined').probability, 1 / 4);
   });
   it('should compensate for missed Undefined values', function() {
-    var assigned = _.find(schema.fields, 'name', 'assigned');
+    var assigned = schema.fields.find(v => v.name === 'assigned');
     assert.equal(assigned.probability, 0.25);
-    assert.equal(_.find(assigned.types, 'name', 'Boolean').probability, 0.25);
+    assert.equal(assigned.types.find(v => v.name === 'Boolean').probability, 0.25);
   });
 });
diff --git a/test/nested-document-path.test.js b/test/nested-document-path.test.js
index 0c5118b..10a932e 100644
--- a/test/nested-document-path.test.js
+++ b/test/nested-document-path.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 /* eslint new-cap: 0, quote-props: 0 */
 describe('nested document path', function() {
@@ -24,9 +23,9 @@ describe('nested document path', function() {
   });
 
   it('should assemble the path correctly with dot-notation', function() {
-    var foo = _.find(schema.fields, 'name', 'foo');
-    var bar = _.find(_.find(foo.types, 'name', 'Document').fields, 'name', 'bar');
-    var baz = _.find(_.find(bar.types, 'name', 'Document').fields, 'name', 'baz');
+    var foo = schema.fields.find(v => v.name === 'foo');
+    var bar = foo.types.find(v => v.name === 'Document').fields.find(v => v.name === 'bar');
+    var baz = bar.types.find(v => v.name === 'Document').fields.find(v => v.name === 'baz');
     assert.ok(foo);
     assert.ok(bar);
     assert.ok(baz);
diff --git a/test/promise-or-callback.test.js b/test/promise-or-callback.test.js
index 1b58829..5980e5c 100644
--- a/test/promise-or-callback.test.js
+++ b/test/promise-or-callback.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('getSchema should return promise', function() {
   var docs = [
@@ -39,7 +38,10 @@ describe('getSchema should return promise', function() {
     });
 
     it('Using callback and promise should return the same thing', () => {
-      assert(_.isEqual(promiseResponse, callbackResponse));
+      assert.equal(promiseResponse.count, 4);
+      assert.equal(callbackResponse.count, 4);
+      assert.equal(promiseResponse.fields.length, 2);
+      assert.equal(callbackResponse.fields.length, 2);
     });
   });
 
diff --git a/test/regression-strings-have-same-probability.test.js b/test/regression-strings-have-same-probability.test.js
index b77f818..13ad5bd 100644
--- a/test/regression-strings-have-same-probability.test.js
+++ b/test/regression-strings-have-same-probability.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 describe('regression', function() {
   describe('strings have same probability', function() {
@@ -30,8 +29,8 @@ describe('regression', function() {
 
 
     it('should not dedupe values but return all 3 of them', function() {
-      assert.equal(_.find(_.find(schema.fields, 'name', 'value').types,
-        'name', 'String').values.length, 3);
+      var types = schema.fields.find(v => v.name === 'value').types;
+      assert.equal(types.find(v => v.name === 'String').values.length, 3);
     });
   });
 });
diff --git a/test/semantic-types.test.js b/test/semantic-types.test.js
index 9138fb8..4b2ba5a 100644
--- a/test/semantic-types.test.js
+++ b/test/semantic-types.test.js
@@ -1,7 +1,6 @@
 var getSchema = require('../');
 var assert = require('assert');
 var BSON = require('bson');
-var _ = require('lodash');
 
 // var debug = require('debug')('mongodb-schema:test:options');
 
@@ -9,7 +8,7 @@ var _ = require('lodash');
 describe('options', function() {
   var docs = [
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d71'),
       'email': 'tick@duck.org',
       'shape': {
         type: 'Point',
@@ -18,7 +17,7 @@ describe('options', function() {
       'is_verified': false
     },
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d72'),
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d72'),
       'email': 'trick@duck.org',
       'shape': {
         type: 'LineString',
@@ -27,7 +26,7 @@ describe('options', function() {
       'is_verified': false
     },
     {
-      '_id': BSON.ObjectID('55581e0a9bf712d0c2b48d73'),
+      '_id': new BSON.ObjectID('55581e0a9bf712d0c2b48d73'),
       'email': 'track@duck.org',
       'shape': {
         'type': 'Polygon',
@@ -52,10 +51,10 @@ describe('options', function() {
     });
 
     it('does not use semantic type detection', function() {
-      assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'String');
-      assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
-      assert.equal(_.find(schema.fields, 'name', 'shape').types[0].name, 'Document');
-      assert.equal(_.find(schema.fields, 'name', 'shape').types[0].bsonType, 'Document');
+      assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'String');
+      assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
+      assert.equal(schema.fields.find(v => v.name === 'shape').types[0].name, 'Document');
+      assert.equal(schema.fields.find(v => v.name === 'shape').types[0].bsonType, 'Document');
     });
   });
 
@@ -81,8 +80,8 @@ describe('options', function() {
       });
     });
     it('calls semantic type detection', function() {
-      assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'Email');
-      assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
+      assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'Email');
+      assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
     });
   });
   context('when `semanticTypes` is an object', function() {
@@ -95,8 +94,8 @@ describe('options', function() {
         });
       });
       it('only uses the enabled type detectors', function() {
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'Email');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'Email');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
       });
     });
     context('and values are mixed upper/lower case', function() {
@@ -108,8 +107,8 @@ describe('options', function() {
         });
       });
       it('uses the enabled type detectors', function() {
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'Email');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'Email');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
       });
     });
 
@@ -124,10 +123,10 @@ describe('options', function() {
         });
       });
       it('uses the custom type detectors', function() {
-        assert.equal(_.find(schema.fields, 'name', 'is_verified').types[0].name, 'Verification');
-        assert.equal(_.find(schema.fields, 'name', 'is_verified').types[0].bsonType, 'Boolean');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'String');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
+        assert.equal(schema.fields.find(v => v.name === 'is_verified').types[0].name, 'Verification');
+        assert.equal(schema.fields.find(v => v.name === 'is_verified').types[0].bsonType, 'Boolean');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'String');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
       });
     });
 
@@ -142,10 +141,10 @@ describe('options', function() {
         });
       });
       it('uses the enabled and custom type detectors', function() {
-        assert.equal(_.find(schema.fields, 'name', 'is_verified').types[0].name, 'Verification');
-        assert.equal(_.find(schema.fields, 'name', 'is_verified').types[0].bsonType, 'Boolean');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].name, 'Email');
-        assert.equal(_.find(schema.fields, 'name', 'email').types[0].bsonType, 'String');
+        assert.equal(schema.fields.find(v => v.name === 'is_verified').types[0].name, 'Verification');
+        assert.equal(schema.fields.find(v => v.name === 'is_verified').types[0].bsonType, 'Boolean');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].name, 'Email');
+        assert.equal(schema.fields.find(v => v.name === 'email').types[0].bsonType, 'String');
       });
     });
   });
diff --git a/test/wrapper.test.js b/test/wrapper.test.js
index 74e6cf1..9daad02 100644
--- a/test/wrapper.test.js
+++ b/test/wrapper.test.js
@@ -1,6 +1,5 @@
 var getSchema = require('../');
 var assert = require('assert');
-var _ = require('lodash');
 
 // var debug = require('debug')('mongodb-schema:test:wrapper');
 
@@ -20,8 +19,8 @@ describe('Convenience Wrapper', function() {
       assert.ifError(err);
       assert.ok(res);
       assert.equal(typeof res, 'object');
-      assert.ok(_.has(res, 'count'));
-      assert.ok(_.has(res, 'fields'));
+      assert.ok(!!res.count);
+      assert.ok(!!res.fields);
       assert.equal(res.count, 2);
       done();
     });