diff --git a/data_science_tools/great_expectations_example/great_expectations/expectations/.ge_store_backend_id b/data_science_tools/great_expectations_example/great_expectations/expectations/.ge_store_backend_id
index 92bc5bd..6526dc7 100644
--- a/data_science_tools/great_expectations_example/great_expectations/expectations/.ge_store_backend_id
+++ b/data_science_tools/great_expectations_example/great_expectations/expectations/.ge_store_backend_id
@@ -1 +1,5 @@
+<<<<<<< HEAD
 store_backend_id = f363cba9-1ffe-4c45-a0fb-085f8e5091f1
+=======
+store_backend_id = fbdc1c18-e37e-4287-89cb-6e6f63fb6663
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
diff --git a/data_science_tools/great_expectations_example/great_expectations/expectations/first_data/csv/warning.json b/data_science_tools/great_expectations_example/great_expectations/expectations/first_data/csv/warning.json
index 41991e0..b3529c5 100644
--- a/data_science_tools/great_expectations_example/great_expectations/expectations/first_data/csv/warning.json
+++ b/data_science_tools/great_expectations_example/great_expectations/expectations/first_data/csv/warning.json
@@ -36,8 +36,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Time Spent on Site",
+<<<<<<< HEAD
         "max_value": 40,
         "min_value": 30
+=======
+        "max_value": 32.6,
+        "min_value": 32.6
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -46,8 +51,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Time Spent on Site",
+<<<<<<< HEAD
         "max_value": 100,
         "min_value": 85
+=======
+        "max_value": 91.37,
+        "min_value": 91.37
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -56,8 +66,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Time Spent on Site",
+<<<<<<< HEAD
         "max_value": 70,
         "min_value": 55
+=======
+        "max_value": 65.26704918032787,
+        "min_value": 65.26704918032787
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -160,8 +175,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Age",
+<<<<<<< HEAD
         "max_value": 12,
         "min_value": 10
+=======
+        "max_value": 19,
+        "min_value": 19
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -170,8 +190,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Age",
+<<<<<<< HEAD
         "max_value": 70,
         "min_value": 57
+=======
+        "max_value": 61,
+        "min_value": 61
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -180,8 +205,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Age",
+<<<<<<< HEAD
         "max_value": 40,
         "min_value": 30
+=======
+        "max_value": 36.05081967213115,
+        "min_value": 36.05081967213115
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -342,8 +372,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Area Income",
+<<<<<<< HEAD
         "max_value": 15000,
         "min_value": 12000
+=======
+        "max_value": 14548.06,
+        "min_value": 14548.06
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -352,8 +387,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Area Income",
+<<<<<<< HEAD
         "max_value": 80000,
         "min_value": 70000
+=======
+        "max_value": 79484.8,
+        "min_value": 79484.8
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -362,8 +402,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Area Income",
+<<<<<<< HEAD
         "max_value": 65000,
         "min_value": 55000
+=======
+        "max_value": 55365.62095081966,
+        "min_value": 55365.62095081966
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -466,8 +511,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Internet Usage",
+<<<<<<< HEAD
         "max_value": 110,
         "min_value": 95
+=======
+        "max_value": 105.0,
+        "min_value": 105.0
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -476,8 +526,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Internet Usage",
+<<<<<<< HEAD
         "max_value": 270,
         "min_value": 250
+=======
+        "max_value": 269.96,
+        "min_value": 269.96
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -486,8 +541,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Daily Internet Usage",
+<<<<<<< HEAD
         "max_value": 185,
         "min_value": 170
+=======
+        "max_value": 179.4397868852459,
+        "min_value": 179.4397868852459
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -638,8 +698,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "City",
+<<<<<<< HEAD
         "max_value": 0.98,
         "min_value": 0.9
+=======
+        "max_value": 0.9819672131147541,
+        "min_value": 0.9819672131147541
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -690,8 +755,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Male",
+<<<<<<< HEAD
         "max_value": 0.55,
         "min_value": 0.45
+=======
+        "max_value": 0.4852459016393443,
+        "min_value": 0.4852459016393443
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -911,8 +981,13 @@
       "ge_cloud_id": null,
       "kwargs": {
         "column": "Clicked on Ad",
+<<<<<<< HEAD
         "max_value": 0.55,
         "min_value": 0.45
+=======
+        "max_value": 0.4918032786885246,
+        "min_value": 0.4918032786885246
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
       },
       "meta": {}
     },
@@ -1038,7 +1113,11 @@
           "datasource_name": "first_data",
           "limit": 1000
         },
+<<<<<<< HEAD
         "citation_date": "2021-10-07T18:26:54.131729Z",
+=======
+        "citation_date": "2021-10-07T18:35:23.047852Z",
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
         "comment": "Created suite added via CLI"
       }
     ],
diff --git a/data_science_tools/great_expectations_example/great_expectations/great_expectations.yml b/data_science_tools/great_expectations_example/great_expectations/great_expectations.yml
index 0291b53..0227d13 100644
--- a/data_science_tools/great_expectations_example/great_expectations/great_expectations.yml
+++ b/data_science_tools/great_expectations_example/great_expectations/great_expectations.yml
@@ -15,15 +15,25 @@ config_version: 3.0
 # add a new datasource. Read more at https://docs.greatexpectations.io/en/latest/reference/core_concepts/datasource.html
 datasources:
   first_data:
+<<<<<<< HEAD
     module_name: great_expectations.datasource
     data_connectors:
       default_inferred_data_connector_name:
         base_directory: ../data
         module_name: great_expectations.datasource.data_connector
+=======
+    data_connectors:
+      default_inferred_data_connector_name:
+        base_directory: ../data
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
         default_regex:
           group_names:
             - data_asset_name
           pattern: (.*)
+<<<<<<< HEAD
+=======
+        module_name: great_expectations.datasource.data_connector
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
         class_name: InferredAssetFilesystemDataConnector
       default_runtime_data_connector_name:
         batch_identifiers:
@@ -31,9 +41,16 @@ datasources:
         module_name: great_expectations.datasource.data_connector
         class_name: RuntimeDataConnector
     execution_engine:
+<<<<<<< HEAD
       module_name: great_expectations.execution_engine
       class_name: PandasExecutionEngine
     class_name: Datasource
+=======
+      class_name: PandasExecutionEngine
+      module_name: great_expectations.execution_engine
+    class_name: Datasource
+    module_name: great_expectations.datasource
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
 
 # This config file supports variable substitution which enables: 1) keeping
 # secrets out of source control & 2) environment-based configuration changes
@@ -113,7 +130,14 @@ data_docs_sites:
 
 anonymous_usage_statistics:
   enabled: true
+<<<<<<< HEAD
   data_context_id: f363cba9-1ffe-4c45-a0fb-085f8e5091f1
 concurrency:
   enabled: false
 notebooks:
+=======
+  data_context_id: fbdc1c18-e37e-4287-89cb-6e6f63fb6663
+notebooks:
+concurrency:
+  enabled: false
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
diff --git a/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/expectations/first_data/csv/warning.html b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/expectations/first_data/csv/warning.html
index 9b69c07..a9f49e4 100644
--- a/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/expectations/first_data/csv/warning.html
+++ b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/expectations/first_data/csv/warning.html
@@ -576,7 +576,11 @@ <h5 class="modal-title" id="ge-expectation-editing-instructions-modal-title">How
         <a href="../../../index.html">
           <img
             class="NO-CACHE"
+<<<<<<< HEAD
             src="https://great-expectations-web-assets.s3.us-east-2.amazonaws.com/logo-long.png?d=20211007T201735.030511Z&dataContextId=f363cba9-1ffe-4c45-a0fb-085f8e5091f1"
+=======
+            src="https://great-expectations-web-assets.s3.us-east-2.amazonaws.com/logo-long.png?d=20211007T183747.908024Z&dataContextId=fbdc1c18-e37e-4287-89cb-6e6f63fb6663"
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
             alt="Great Expectations"
             style="width: auto; height: 50px"
           />
@@ -1047,7 +1051,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     minimum value must be greater than or equal to <span class="badge badge-secondary" >10</span> and less than or equal to <span class="badge badge-secondary" >12</span>.
+=======
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >19</span> and less than or equal to <span class="badge badge-secondary" >19</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1063,7 +1071,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     maximum value must be greater than or equal to <span class="badge badge-secondary" >57</span> and less than or equal to <span class="badge badge-secondary" >70</span>.
+=======
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >61</span> and less than or equal to <span class="badge badge-secondary" >61</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1079,7 +1091,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >30</span> and less than or equal to <span class="badge badge-secondary" >40</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >36.05081967213115</span> and less than or equal to <span class="badge badge-secondary" >36.05081967213115</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1277,7 +1293,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     minimum value must be greater than or equal to <span class="badge badge-secondary" >12000</span> and less than or equal to <span class="badge badge-secondary" >15000</span>.
+=======
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >14548.06</span> and less than or equal to <span class="badge badge-secondary" >14548.06</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1293,7 +1313,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     maximum value must be greater than or equal to <span class="badge badge-secondary" >70000</span> and less than or equal to <span class="badge badge-secondary" >80000</span>.
+=======
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >79484.8</span> and less than or equal to <span class="badge badge-secondary" >79484.8</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1309,7 +1333,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >55000</span> and less than or equal to <span class="badge badge-secondary" >65000</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >55365.62095081966</span> and less than or equal to <span class="badge badge-secondary" >55365.62095081966</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1507,7 +1535,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     fraction of unique values must be greater than or equal to <span class="badge badge-secondary" >0.9</span> and less than or equal to <span class="badge badge-secondary" >0.98</span>.
+=======
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.9819672131147541</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1604,7 +1636,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >0.45</span> and less than or equal to <span class="badge badge-secondary" >0.55</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >0.4918032786885246</span> and less than or equal to <span class="badge badge-secondary" >0.4918032786885246</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1883,7 +1919,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     minimum value must be greater than or equal to <span class="badge badge-secondary" >95</span> and less than or equal to <span class="badge badge-secondary" >110</span>.
+=======
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >105.0</span> and less than or equal to <span class="badge badge-secondary" >105.0</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1899,7 +1939,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     maximum value must be greater than or equal to <span class="badge badge-secondary" >250</span> and less than or equal to <span class="badge badge-secondary" >270</span>.
+=======
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >269.96</span> and less than or equal to <span class="badge badge-secondary" >269.96</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -1915,7 +1959,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >170</span> and less than or equal to <span class="badge badge-secondary" >185</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >179.4397868852459</span> and less than or equal to <span class="badge badge-secondary" >179.4397868852459</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -2097,7 +2145,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     minimum value must be greater than or equal to <span class="badge badge-secondary" >30</span> and less than or equal to <span class="badge badge-secondary" >40</span>.
+=======
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >32.6</span> and less than or equal to <span class="badge badge-secondary" >32.6</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -2113,7 +2165,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     maximum value must be greater than or equal to <span class="badge badge-secondary" >85</span> and less than or equal to <span class="badge badge-secondary" >100</span>.
+=======
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >91.37</span> and less than or equal to <span class="badge badge-secondary" >91.37</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -2129,7 +2185,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >55</span> and less than or equal to <span class="badge badge-secondary" >70</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >65.26704918032787</span> and less than or equal to <span class="badge badge-secondary" >65.26704918032787</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
@@ -2343,7 +2403,11 @@ <h5 class="m-0" >
         
         <li >
                 <span >
+<<<<<<< HEAD
                     mean must be greater than or equal to <span class="badge badge-secondary" >0.45</span> and less than or equal to <span class="badge badge-secondary" >0.55</span>.
+=======
+                    mean must be greater than or equal to <span class="badge badge-secondary" >0.4852459016393443</span> and less than or equal to <span class="badge badge-secondary" >0.4852459016393443</span>.
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
                 </span>
             </li>
     
diff --git a/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/index.html b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/index.html
index cb75b27..05ee6a5 100644
--- a/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/index.html
+++ b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/index.html
@@ -538,7 +538,11 @@ <h6 class="modal-title" id="ge-walkthrough-modal-title">Great Expectations Walkt
         <a href="#">
           <img
             class="NO-CACHE"
+<<<<<<< HEAD
             src="https://great-expectations-web-assets.s3.us-east-2.amazonaws.com/logo-long.png?d=20211007T201735.809457Z&dataContextId=f363cba9-1ffe-4c45-a0fb-085f8e5091f1"
+=======
+            src="https://great-expectations-web-assets.s3.us-east-2.amazonaws.com/logo-long.png?d=20211007T183748.108774Z&dataContextId=fbdc1c18-e37e-4287-89cb-6e6f63fb6663"
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
             alt="Great Expectations"
             style="width: auto; height: 50px"
           />
@@ -740,7 +744,11 @@ <h6 class="modal-title" id="ge-walkthrough-modal-title">Great Expectations Walkt
     Object.assign(
       {
         columns: [{'field': 'validation_success', 'title': 'Status', 'sortable': 'true', 'align': 'center', 'filterControl': 'select', 'filterDataCollector': 'validationSuccessFilterDataCollector'}, {'field': 'run_time', 'title': 'Run Time', 'sortName': '_run_time_sort', 'sortable': 'true', 'filterControl': 'datepicker'}, {'field': 'run_name', 'title': 'Run Name', 'sortable': 'true', 'filterControl': 'input'}, {'field': 'asset_name', 'title': 'Asset Name', 'sortable': 'true', 'filterControl': 'select'}, {'field': 'batch_identifier', 'title': 'Batch ID', 'sortName': '_batch_identifier_sort', 'sortable': 'true', 'filterControl': 'input'}, {'field': 'expectation_suite_name', 'title': 'Expectation Suite', 'sortName': '_expectation_suite_name_sort', 'sortable': 'true', 'filterControl': 'select', 'filterDataCollector': 'expectationSuiteNameFilterDataCollector'}],
+<<<<<<< HEAD
         data: [{'validation_success': '\n                <span class="ge-index-page-table-validation-links-item" >\n                    <i class="fas fa-times text-danger ge-failed-icon" ></i>\n                </span>\n            ', 'run_time': '2021-10-07 20:17:32 UTC', '_run_time_sort': 1633637852.585423, 'run_name': '__none__', 'batch_identifier': '\n                <span class="m-0 p-0 cooltip" >\n                    609e953946445f7bf0a7bf98d5202c0a\n                    <span class=top>\n                        Batch Spec:\n\n{\n  "path": "/work/Data-science/data_science_tools/great_expectations_example/great_expectations/../data/first_data.csv"\n}\n                    </span>\n                </span>\n            ', '_batch_identifier_sort': '609e953946445f7bf0a7bf98d5202c0a', 'expectation_suite_name': '\n                <a class="ge-index-page-table-expectation-suite-link" href="expectations/first_data/csv/warning.html" style="word-break:break-all;" >\n                    first_data.csv.warning\n                </a>\n            ', '_expectation_suite_name_sort': 'first_data.csv.warning', '_table_row_link_path': 'validations/first_data/csv/warning/__none__/20211007T201732.585423Z/609e953946445f7bf0a7bf98d5202c0a.html', '_validation_success_text': 'Failed', 'asset_name': ''}, {'validation_success': '\n                <span class="ge-index-page-table-validation-links-item" >\n                    <i class="fas fa-check-circle text-success ge-success-icon" ></i>\n                </span>\n            ', 'run_time': '2021-10-07 18:57:02 UTC', '_run_time_sort': 1633633022.941158, 'run_name': '__none__', 'batch_identifier': '\n                <span class="m-0 p-0 cooltip" >\n                    609e953946445f7bf0a7bf98d5202c0a\n                    <span class=top>\n                        Batch Spec:\n\n{\n  "path": "/work/Data-science/data_science_tools/great_expectations_example/great_expectations/../data/first_data.csv"\n}\n                    </span>\n                </span>\n            ', '_batch_identifier_sort': '609e953946445f7bf0a7bf98d5202c0a', 'expectation_suite_name': '\n                <a class="ge-index-page-table-expectation-suite-link" href="expectations/first_data/csv/warning.html" style="word-break:break-all;" >\n                    first_data.csv.warning\n                </a>\n            ', '_expectation_suite_name_sort': 'first_data.csv.warning', '_table_row_link_path': 'validations/first_data/csv/warning/__none__/20211007T185702.941158Z/609e953946445f7bf0a7bf98d5202c0a.html', '_validation_success_text': 'Success', 'asset_name': ''}],
+=======
+        data: [{'validation_success': '\n                <span class="ge-index-page-table-validation-links-item" >\n                    <i class="fas fa-check-circle text-success ge-success-icon" ></i>\n                </span>\n            ', 'run_time': '2021-10-07 08:37:47 CDT', '_run_time_sort': 1633613867.104373, 'run_name': '__none__', 'batch_identifier': '\n                <span class="m-0 p-0 cooltip" >\n                    609e953946445f7bf0a7bf98d5202c0a\n                    <span class=top>\n                        Batch Spec:\n\n{\n  "path": "/home/khuyen/Data-science/data_science_tools/great_expectations_example/great_expectations/../data/first_data.csv"\n}\n                    </span>\n                </span>\n            ', '_batch_identifier_sort': '609e953946445f7bf0a7bf98d5202c0a', 'expectation_suite_name': '\n                <a class="ge-index-page-table-expectation-suite-link" href="expectations/first_data/csv/warning.html" style="word-break:break-all;" >\n                    first_data.csv.warning\n                </a>\n            ', '_expectation_suite_name_sort': 'first_data.csv.warning', '_table_row_link_path': 'validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.html', '_validation_success_text': 'Success', 'asset_name': ''}],
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
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diff --git a/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.html b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.html
new file mode 100644
index 0000000..012e936
--- /dev/null
+++ b/data_science_tools/great_expectations_example/great_expectations/uncommitted/data_docs/local_site/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.html
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+    
+  
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+  
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+<link rel="shortcut icon" href="../../../../../static/images/favicon.ico" type="image/x-icon"/>
+          <style>
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+
+  <body>
+    
+      
+  
+
+
+
+
+  
+
+
+  
+<style type="text/css">
+div.card-footer .container {
+    padding-top: 0;
+}
+div.walkthrough-card {
+    height: 100%;
+ }
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+    height: 700px
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+</style>
+
+<div class="modal fade ge-walkthrough-modal" tabindex="-1" role="dialog" aria-labelledby="ge-walkthrough-modal-title"
+     aria-hidden="true">
+  <div class="modal-dialog modal-dialog-centered modal-lg">
+    <div class="modal-content">
+      <div class="modal-header">
+        <h6 class="modal-title" id="ge-walkthrough-modal-title">Great Expectations Walkthrough</h6>
+        <button type="button" class="close" data-dismiss="modal" aria-label="Close">
+          <span aria-hidden="true">&times;</span>
+        </button>
+      </div>
+      <div class="modal-body">
+        <div class="card walkthrough-card bg-dark text-white walkthrough-1">
+        <div class="card-header"><h4>How to work with Great Expectations</h4></div>
+            <div class="card-body">
+              <div class="image-sizer text-center">
+                  <img src="../../../../../../static/images/iterative-dev-loop.png" class="img-fluid rounded-sm mx-auto dev-loop">
+              </div>
+                  <p>
+                      Welcome! Now that you have initialized your project, the best way to work with Great Expectations is in this iterative dev loop:
+                  </p>
+                <ol>
+                    <li>Let Great Expectations create a (terrible) first draft suite, by running <code class="inline-code bg-light">great_expectations suite new</code>.</li>
+                    <li>View the suite here in Data Docs.</li>
+                    <li>Edit the suite in a Jupyter notebook by running <code class="inline-code bg-light">great_expectations suite edit</code></li>
+                    <li>Repeat Steps 2-3 until you are happy with your suite.</li>
+                    <li>Commit this suite to your source control repository.</li>
+                </ol>
+            </div>
+            <div class="card-footer walkthrough-links">
+              <div class="container">
+                <div class="row">
+                  <div class="col-sm">
+                    &nbsp;
+                  </div>
+                  <div class="col-6 text-center text-secondary">
+                    1 of 7
+                    <div class="progress" style="height: 2px">
+                      <div class="progress-bar bg-info" role="progressbar" style="width: 16%" aria-valuenow="16" aria-valuemin="0" aria-valuemax="16"></div>
+                    </div>
+                  </div>
+                  <div class="col-sm">
+                    <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(2)">Next</a>
+                  </div>
+                </div>
+              </div>
+            </div>
+        </div>
+
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-2">
+                <div class="card-header"><h4>What are Expectations?</h4></div>
+                <div class="card-body">
+                    <ul class="code-snippet bg-light text-muted rounded-sm">
+                        <li>expect_column_to_exist</li>
+                        <li>expect_table_row_count_to_be_between</li>
+                        <li>expect_column_values_to_be_unique</li>
+                        <li>expect_column_values_to_not_be_null</li>
+                        <li>expect_column_values_to_be_between</li>
+                        <li>expect_column_values_to_match_regex</li>
+                        <li>expect_column_mean_to_be_between</li>
+                        <li>expect_column_kl_divergence_to_be_less_than</li>
+                        <li>... <a href="https://docs.greatexpectations.io/en/latest/reference/glossary_of_expectations.html?utm_source=walkthrough&utm_medium=glossary">and many more</a></li>
+                    </ul>
+                  <p>An expectation is a falsifiable, verifiable statement about data.</p>
+                  <p>Expectations provide a language to talk about data characteristics and data quality - humans to humans, humans to machines and machines to machines.</p>
+                  <p>Expectations are both data tests and docs!</p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(1)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        2 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 32%" aria-valuenow="32" aria-valuemin="0" aria-valuemax="32"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(3)">Next</a>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-3">
+                <div class="card-header"><h4>Expectations can be presented in a machine-friendly JSON</h4></div>
+                <div class="card-body">
+                    <p class="code-snippet bg-light text-muted rounded-sm">
+{<br />
+&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"expectation_type"</span>: <span class="json-str">"expect_column_values_to_not_be_null",</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"kwargs"</span>: {<br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"column"</span>: <span class="json-str">"user_id"</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;}<br />
+}<br />
+                    </p>
+                  <p>A machine can test if a dataset conforms to the expectation.</p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(2)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        3 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 50%" aria-valuenow="50" aria-valuemin="0" aria-valuemax="50"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(4)">Next</a>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-4">
+                <div class="card-header"><h4>Validation produces a validation result object</h4></div>
+                <div class="card-body">
+                     <p class="code-snippet bg-light text-muted rounded-sm">
+{<br />
+&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"success"</span>: <span class="json-bool">false</span>,<br />
+&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"result":</span> {<br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"element_count"</span>: <span class="json-number">253405,</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"unexpected_count"</span>: <span class="json-number">7602,</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"unexpected_percent"</span>: <span class="json-number">2.999</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;},<br />
+&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"expectation_config"</span>: {<br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"expectation_type"</span>: <span class="json-str">"expect_column_values_to_not_be_null"</span>,<br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"kwargs"</span>: {<br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class="json-key">"column"</span>: <span class="json-str">"user_id"</span><br />
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;}<br />
+}<br />
+                    </p>
+                  <p>Here's an example Validation Result (not from your data) in JSON format. This object has rich context about the test failure.</p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(3)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        4 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 68%" aria-valuenow="68" aria-valuemin="0" aria-valuemax="68"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(5)">Next</a>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-5">
+                <div class="card-header"><h4>Validation results save you time.</h4></div>
+                <div class="card-body">
+                  <div class="image-sizer text-center">
+                      <img src="../../../../../../static/images/validation_failed_unexpected_values.gif" class="img-fluid rounded-sm mx-auto">
+                  </div>
+                  <p>This is an example of what a single failed Expectation looks like in Data Docs. Note the failure includes unexpected values from your data. This helps you debug pipelines faster.</p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(4)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        5 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 84%" aria-valuenow="84" aria-valuemin="0" aria-valuemax="84"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(6)">Next</a>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-6">
+                <div class="card-header"><h4>Great Expectations provides a large library of expectations.</h4></div>
+                <div class="card-body">
+                  <div class="image-sizer text-center">
+                      <img src="../../../../../../static/images/glossary_scroller.gif" class="img-fluid rounded-sm mx-auto">
+                  </div>
+                  <p><a href="https://docs.greatexpectations.io/en/latest/reference/glossary_of_expectations.html?utm_source=walkthrough&utm_medium=glossary">Nearly 50 built in expectations</a> allow you to express how you understand your data, and you can add custom
+                  expectations if you need a new one.
+                  </p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(5)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        6 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 84%" aria-valuenow="84" aria-valuemin="0" aria-valuemax="84"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-primary float-right" onclick="go_to_slide(7)">Next</a>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+
+                <div class="card walkthrough-card bg-dark text-white walkthrough-7">
+                <div class="card-header"><h4>Now explore and edit the sample suite!</h4></div>
+                <div class="card-body">
+                  <p>This sample suite shows you a few examples of expectations.</p>
+                  <p>Note this is <strong>not a production suite</strong> and was generated using only a small sample of your data.</p>
+                  <p>When you are ready, press the <strong>How to Edit</strong> button to kick off the iterative dev loop.</p>
+                </div>
+                <div class="card-footer walkthrough-links">
+                  <div class="container">
+                    <div class="row">
+                      <div class="col-sm">
+                        <a href="#" class="next-link btn btn-secondary float-left" onclick="go_to_slide(6)">Back</a>
+                      </div>
+                      <div class="col-6 text-center text-secondary">
+                        7 of 7
+                        <div class="progress" style="height: 2px">
+                          <div class="progress-bar bg-info" role="progressbar" style="width: 100%" aria-valuenow="100" aria-valuemin="0" aria-valuemax="100"></div>
+                        </div>
+                      </div>
+                      <div class="col-sm">
+                        <button type="button" class="btn btn-primary float-right" data-dismiss="modal" aria-label="Close">
+                          <span aria-hidden="true">Done</span>
+                        </button>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                </div>
+            </div>
+        </div>
+    </div>
+</div>
+
+<script type="text/JavaScript">
+  $(".ge-walkthrough-modal").on('hide.bs.modal', function (e) {
+    try {
+      localStorage.setItem('ge-walkthrough-modal-dismissed', 'true');
+    }
+    catch (e) {
+      console.log(e);
+    }
+    go_to_slide(1);
+  })
+</script>
+
+
+<script type="text/JavaScript">
+  function go_to_slide(slide_number) {
+    hide_cards();
+    $('.walkthrough-' + slide_number).show();
+  }
+  function hide_cards() {
+    $('.walkthrough-card').hide();
+  }
+  hide_cards();
+  go_to_slide(1);
+</script>
+    
+
+    
+      
+  
+
+
+
+
+
+  
+
+<script type="text/javascript">
+$(function() {
+    $('button.copy-edit-command').click(function() {
+        $('.edit-command').focus();
+        $('.edit-command').select();
+        document.execCommand('copy');
+    });
+});
+</script>
+
+<div class="modal fade ge-expectation-editing-instructions-modal" tabindex="-1" role="dialog" aria-labelledby="ge-expectation-editing-instructions-modal-title"
+     aria-hidden="true">
+  <div class="modal-dialog modal-dialog-centered modal-lg">
+    <div class="modal-content">
+      <div class="modal-header">
+        <h5 class="modal-title" id="ge-expectation-editing-instructions-modal-title">How to Edit This Expectation Suite</h5>
+        <button type="button" class="close" data-dismiss="modal" aria-label="Close">
+          <span aria-hidden="true">&times;</span>
+        </button>
+      </div>
+      <div class="modal-body" style="height: 350px">
+        <p>Expectations are best <strong>edited interactively in Jupyter notebooks</strong>.</p>
+        <p>To automatically generate a notebook that does this run:</p>
+        <div class="input-group mb-3">
+          
+            <input type="text" class="form-control edit-command" readonly value="great_expectations suite edit first_data.csv.warning">
+          
+            <div class="input-group-append">
+                <button class="btn btn-primary copy-edit-command" type="button"><i class="far fa-clipboard"></i> Copy</button>
+            </div>
+        </div>
+      <p>Once you have made your changes and <strong>run the entire notebook</strong> you can kill the notebook by pressing <strong>Ctr-C</strong> in your terminal.</p>
+      <p>Because these notebooks are generated from an Expectation Suite, these notebooks are <strong>entirely disposable</strong>.</p>
+      </div>
+    </div>
+  </div>
+</div>
+    
+
+    
+  
+
+
+  
+
+<nav class="navbar bg-light navbar-expand-md sticky-top border-bottom" style="height: 70px">
+  <div class="mr-auto">
+    <nav class="d-flex align-items-center">
+      <div class="float-left navbar-brand m-0 h-100">
+        <a href="../../../../../../index.html">
+          <img
+            class="NO-CACHE"
+            src="https://great-expectations-web-assets.s3.us-east-2.amazonaws.com/logo-long.png?d=20211007T183748.005384Z&dataContextId=fbdc1c18-e37e-4287-89cb-6e6f63fb6663"
+            alt="Great Expectations"
+            style="width: auto; height: 50px"
+          />
+        </a>
+      </div>
+      
+        <ol class="ge-breadcrumbs breadcrumb d-md-inline-flex bg-light ml-2 mr-0 mt-0 mb-0 pt-0 pb-0 d-none">
+            <li class="ge-breadcrumbs-item breadcrumb-item"><a href="../../../../../../index.html">Home</a></li>
+            <li class="ge-breadcrumbs-item breadcrumb-item active" aria-current="page">Validations / first_data.csv.warning / __none__ / 2021-10-07T13:37:47Z</li>
+        </ol>
+      
+    </nav>
+  </div>
+</nav>
+    
+      <script>
+        try {
+          if (localStorage.getItem('ge-walkthrough-modal-dismissed') !== 'true') {
+            $(".ge-walkthrough-modal").modal();
+          }
+        }
+        catch(error) {
+          $(".ge-walkthrough-modal").modal();
+          console.log(error);
+        }
+      </script>
+    
+
+    <div class="container-fluid pt-4 pb-4 pl-5 pr-5">
+      <div class="row">
+        <div class="col-lg-2 col-md-2 col-sm-12 d-sm-block px-0">
+  <div class="mb-4">
+  
+    <div class="col-12 p-0">
+      <h4>Expectation Validation Result</h4>
+      <p class="lead">Evaluates whether a batch of data matches expectations.</p>
+    </div>
+  
+</div>
+  <div class="sticky">
+    
+      <script>
+    function showAllValidations() {
+    $(".hide-succeeded-validation-target-child").parent().fadeIn();
+    $(".hide-succeeded-validation-target").fadeIn();
+    $(".hide-succeeded-validations-column-section-target-child").parent().parent().each((idx, el) => {
+      $(el).fadeIn();
+      const elId = el.id;
+      $(`a[href$=${elId}]`).fadeIn();
+    })
+  }
+
+    function hideSucceededValidations() {
+    $(".hide-succeeded-validation-target-child").parent().fadeOut();
+    $(".hide-succeeded-validation-target").fadeOut();
+    $(".hide-succeeded-validations-column-section-target-child").parent().parent().each((idx, el) => {
+      $(el).fadeOut();
+      const elId = el.id;
+      $(`a[href$=${elId}]`).fadeOut();
+    })
+  }
+</script>
+
+<div class="card bg-light mb-3">
+  <div class="card-header p-2">
+    <strong>Actions</strong>
+  </div>
+  <div class="card-body p-3">
+    
+      <div class="mb-2">
+        <p class="card-text col-12 p-0 mb-1">
+          Validation Filter:
+        </p>
+        <div class="d-flex justify-content-center">
+          <div class="btn-group btn-group-toggle" data-toggle="buttons">
+            <label class="btn btn-primary active" onclick="showAllValidations()">
+              <input type="radio" name="options" id="option1" autocomplete="off" checked> Show All
+            </label>
+            <label class="btn btn-primary" onclick="hideSucceededValidations()">
+              <input type="radio" name="options" id="option2" autocomplete="off"> Failed Only
+            </label>
+          </div>
+        </div>
+      </div>
+    
+    
+      
+        <div class="mb-2">
+          <div class="d-flex justify-content-center">
+            <button type="button" class="btn btn-warning" data-toggle="modal" data-target=".ge-expectation-editing-instructions-modal">
+              <i class="fas fa-edit"></i> How to Edit This Suite
+            </button>
+          </div>
+        </div>
+      
+
+      <div class="mb-2">
+        <div class="d-flex justify-content-center">
+          <button type="button" class="btn btn-info" data-toggle="modal" data-target=".ge-walkthrough-modal">
+            Show Walkthrough
+          </button>
+        </div>
+      </div>
+    
+  </div>
+</div>
+    
+    
+      <div class="card bg-light d-md-block d-none" style="max-height: 75vh">
+  <div class="card-header p-2">
+    <strong>Table of Contents</strong>
+  </div>
+  <div class="card-body p-0" style="overflow: auto; height: 100%">
+    <nav id="navigation" class="rounded navbar navbar-light bg-light ge-navigation-sidebar-container p-1" style="max-height: 65vh;">
+      <ul class="nav nav-pills ge-navigation-sidebar-content col-12 p-0" style="max-height: 65vh">
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link" href="#section-1"
+               style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                <strong>Overview</strong>
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-2"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Table-Level Expectations
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-3"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Ad Topic Line
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-4"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Age
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-5"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Area Income
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-6"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                City
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-7"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Clicked on Ad
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-8"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Country
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-9"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Daily Internet Usage
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-10"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Daily Time Spent on Site
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-11"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Male
+              </a>
+            </li>
+          
+        
+          
+            <li class="nav-item col-12">
+              <a class="nav-link ge-navigation-sidebar-link ml-1" href="#section-12"
+                 style="white-space: normal; word-break: break-all;overflow-wrap: normal;">
+                Timestamp
+              </a>
+            </li>
+          
+        
+      </ul>
+    </nav>
+  </div>
+</div>
+    
+  </div>
+</div>
+        <div class="col-md-10 col-lg-10 col-xs-12 pl-md-4 pr-md-3">
+        
+          <div id="section-1" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-1-content-block-1" class="col-12 p-0" >
+
+    <div id="section-1-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Overview
+                </h5>
+            
+        </div>
+      
+    
+        <div id="section-1-content-block-1-subheader" >
+          
+                <span class="mb-0 mt-1" >
+                    <span class="h6" >Expectation Suite:</span> <a href="../../../../../../expectations/first_data/csv/warning.html" >first_data.csv.warning</a><br> Data asset: None<br> <span class="h6" >Status:</span> <i class="fas fa-check-circle text-success" aria-hidden="true"></i> Succeeded
+                </span>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-1-content-block-2" class="col-6 table-responsive mt-1 p-1" >
+
+    <div id="section-1-content-block-2-header" >
+        
+          
+            <div>
+              
+                <h6 class="m-0" >
+                    Statistics
+                </h6>
+            
+            </div>
+          
+        </div>
+
+
+
+
+<table
+  id="section-1-content-block-2-body"
+  class="table table-sm" style="margin-bottom:0.5rem !important; margin-top:0.5rem !important;" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+      
+      
+    
+      <thead hidden>
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-1-content-block-2-cell-1-1" ><div class="show-scrollbars">Evaluated Expectations</div></td><td id="section-1-content-block-2-cell-1-2" ><div class="show-scrollbars">65</div></td></tr><tr>
+          <td id="section-1-content-block-2-cell-2-1" ><div class="show-scrollbars">Success Percent</div></td><td id="section-1-content-block-2-cell-2-2" ><div class="show-scrollbars">100%</div></td></tr></tbody>
+</table>
+
+</div>
+        
+
+<div id="section-1-content-block-3" class="col-12 p-1" >
+
+    
+
+
+  
+    
+    
+  
+    
+  
+
+
+
+
+
+
+<div id="section-1-content-block-3-parent" >
+  
+    <p class="m-0">
+      <a data-toggle="collapse" href="#section-1-content-block-3-collapse-body-580bf1ca-7b64-4da8-bb32-2ae7f0c4c77a" aria-expanded="false" aria-controls="section-1-content-block-3-collapse-body" >
+        Show more info...
+      </a>
+    </p>
+  
+
+  <div id=section-1-content-block-3-collapse-body-580bf1ca-7b64-4da8-bb32-2ae7f0c4c77a class="card card-body collapse m-2" >
+    
+    
+    
+      
+      
+      <div id="section-1-content-block-3-collapse-item-1-header" >
+        
+          
+            <div>
+              
+                <h6 class="m-0" >
+                    Info
+                </h6>
+            
+            </div>
+          
+        </div>
+
+
+
+
+<table
+  id="section-1-content-block-3-collapse-item-1-body"
+  class="table table-sm" style="margin-bottom:0.5rem !important; margin-top:0.5rem !important;" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+      
+      
+    
+      <thead hidden>
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-1-content-block-3-collapse-item-1-cell-1-1" ><div class="show-scrollbars">Great Expectations Version</div></td><td id="section-1-content-block-3-collapse-item-1-cell-1-2" ><div class="show-scrollbars">0.13.36</div></td></tr><tr>
+          <td id="section-1-content-block-3-collapse-item-1-cell-2-1" ><div class="show-scrollbars">Run Name</div></td><td id="section-1-content-block-3-collapse-item-1-cell-2-2" ><div class="show-scrollbars">__none__</div></td></tr><tr>
+          <td id="section-1-content-block-3-collapse-item-1-cell-3-1" ><div class="show-scrollbars">Run Time</div></td><td id="section-1-content-block-3-collapse-item-1-cell-3-2" ><div class="show-scrollbars">2021-10-07T13:37:47Z</div></td></tr></tbody>
+</table>
+    
+      
+      
+      <div id="section-1-content-block-3-collapse-item-2-header" >
+        
+          
+            <div>
+              
+                <h6 class="m-0" >
+                    Batch Markers
+                </h6>
+            
+            </div>
+          
+        </div>
+
+
+
+
+<table
+  id="section-1-content-block-3-collapse-item-2-body"
+  class="table table-sm" style="margin-bottom:0.5rem !important; margin-top:0.5rem !important;" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+      
+      
+    
+      <thead hidden>
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-1-content-block-3-collapse-item-2-cell-1-1" class="pr-3" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >ge_load_time</span>
+                </span>
+            </div></td><td id="section-1-content-block-3-collapse-item-2-cell-1-2" class="" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >20211007T183747.145037Z</span>
+                </span>
+            </div></td></tr><tr>
+          <td id="section-1-content-block-3-collapse-item-2-cell-2-1" class="pr-3" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >pandas_data_fingerprint</span>
+                </span>
+            </div></td><td id="section-1-content-block-3-collapse-item-2-cell-2-2" class="" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >07ecc047862b79412680dbca23ce05c1</span>
+                </span>
+            </div></td></tr></tbody>
+</table>
+    
+      
+      
+      <div id="section-1-content-block-3-collapse-item-3-header" >
+        
+          
+            <div>
+              
+                <h6 class="m-0" >
+                    Batch Spec
+                </h6>
+            
+            </div>
+          
+        </div>
+
+
+
+
+<table
+  id="section-1-content-block-3-collapse-item-3-body"
+  class="table table-sm" style="margin-bottom:0.5rem !important; margin-top:0.5rem !important;" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+      
+      
+    
+      <thead hidden>
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+                
+                <th
+                  
+                >
+                  
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-1-content-block-3-collapse-item-3-cell-1-1" class="pr-3" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >path</span>
+                </span>
+            </div></td><td id="section-1-content-block-3-collapse-item-3-cell-1-2" class="" ><div class="show-scrollbars">
+                <span >
+                    <span style="word-break:break-all;" >/home/khuyen/Data-science/data_science_tools/great_expectations_example/great_expectations/../data/first_data.csv</span>
+                </span>
+            </div></td></tr></tbody>
+</table>
+    
+  </div>
+</div>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-2" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-2-content-block-1" class="col-12 p-0" >
+
+    <div id="section-2-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Table-Level Expectations
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-2-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-2-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-2-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-2-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    Must have these columns in this order: <span class="badge badge-secondary" >Unnamed: 0</span>, <span class="badge badge-secondary" >Daily Time Spent on Site</span>, <span class="badge badge-secondary" >Age</span>, <span class="badge badge-secondary" >Area Income</span>, <span class="badge badge-secondary" >Daily Internet Usage</span>, <span class="badge badge-secondary" >Ad Topic Line</span>, <span class="badge badge-secondary" >City</span>, <span class="badge badge-secondary" >Male</span>, <span class="badge badge-secondary" >Country</span>, <span class="badge badge-secondary" >Timestamp</span>, <span class="badge badge-secondary" >Clicked on Ad</span>
+                </span>
+            </div></td><td id="section-2-content-block-2-cell-1-3" ><div class="show-scrollbars">['Unnamed: 0', 'Daily Time Spent on Site', 'Age', 'Area Income', 'Daily Internet Usage', 'Ad Topic Line', 'City', 'Male', 'Country', 'Timestamp', 'Clicked on Ad']</div></td></tr><tr>
+          <td id="section-2-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-2-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    Must have greater than or equal to <span class="badge badge-secondary" >610</span> and less than or equal to <span class="badge badge-secondary" >610</span> rows.
+                </span>
+            </div></td><td id="section-2-content-block-2-cell-2-3" ><div class="show-scrollbars">610</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-3" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-3-content-block-1" class="col-12 p-0" >
+
+    <div id="section-3-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Ad Topic Line
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-3-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-3-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-3-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-1-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-3-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >1.0</span>.
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-2-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-3-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >CHAR</span> <span class="badge badge-secondary" >NCHAR</span> <span class="badge badge-secondary" >VARCHAR</span> <span class="badge badge-secondary" >NVARCHAR</span> <span class="badge badge-secondary" >TEXT</span> <span class="badge badge-secondary" >NTEXT</span> <span class="badge badge-secondary" >STRING</span> <span class="badge badge-secondary" >StringType</span> <span class="badge badge-secondary" >string</span> <span class="badge badge-secondary" >str</span> <span class="badge badge-secondary" >object</span> <span class="badge badge-secondary" >dtype('O')</span>.
+                </span>
+            </div></td><td id="section-3-content-block-2-cell-3-3" ><div class="show-scrollbars">0% unexpected</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-4" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-4-content-block-1" class="col-12 p-0" >
+
+    <div id="section-4-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Age
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-4-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-4-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-4-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >19</span> and less than or equal to <span class="badge badge-secondary" >19</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-1-3" ><div class="show-scrollbars">19</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >61</span> and less than or equal to <span class="badge badge-secondary" >61</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-2-3" ><div class="show-scrollbars">61</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >36.05081967213115</span> and less than or equal to <span class="badge badge-secondary" >36.05081967213115</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-3-3" ><div class="show-scrollbars">≈36.05081967</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >35.0</span> and less than or equal to <span class="badge badge-secondary" >35.0</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-4-3" ><div class="show-scrollbars">35</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-4-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-4-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">23</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">23</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">29</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">29</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">35</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">35</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">42</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">42</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">52</div></td><td id="section-4-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">52</div></td></tr></tbody>
+</table></div></td><td id="section-4-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-4-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-4-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-4-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">23</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-4-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">29</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-4-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">35</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-4-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">42</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-4-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">52</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must belong to this set: <span class="badge badge-secondary" >19</span> <span class="badge badge-secondary" >20</span> <span class="badge badge-secondary" >21</span> <span class="badge badge-secondary" >22</span> <span class="badge badge-secondary" >23</span> <span class="badge badge-secondary" >24</span> <span class="badge badge-secondary" >25</span> <span class="badge badge-secondary" >26</span> <span class="badge badge-secondary" >27</span> <span class="badge badge-secondary" >28</span> <span class="badge badge-secondary" >29</span> <span class="badge badge-secondary" >30</span> <span class="badge badge-secondary" >31</span> <span class="badge badge-secondary" >32</span> <span class="badge badge-secondary" >33</span> <span class="badge badge-secondary" >34</span> <span class="badge badge-secondary" >35</span> <span class="badge badge-secondary" >36</span> <span class="badge badge-secondary" >37</span> <span class="badge badge-secondary" >38</span> <span class="badge badge-secondary" >39</span> <span class="badge badge-secondary" >40</span> <span class="badge badge-secondary" >41</span> <span class="badge badge-secondary" >42</span> <span class="badge badge-secondary" >43</span> <span class="badge badge-secondary" >44</span> <span class="badge badge-secondary" >45</span> <span class="badge badge-secondary" >46</span> <span class="badge badge-secondary" >47</span> <span class="badge badge-secondary" >48</span> <span class="badge badge-secondary" >49</span> <span class="badge badge-secondary" >50</span> <span class="badge badge-secondary" >51</span> <span class="badge badge-secondary" >52</span> <span class="badge badge-secondary" >53</span> <span class="badge badge-secondary" >54</span> <span class="badge badge-secondary" >55</span> <span class="badge badge-secondary" >56</span> <span class="badge badge-secondary" >57</span> <span class="badge badge-secondary" >58</span> <span class="badge badge-secondary" >59</span> <span class="badge badge-secondary" >60</span> <span class="badge badge-secondary" >61</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-6-3" ><div class="show-scrollbars">0% unexpected</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-7-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.07049180327868852</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-8-3" ><div class="show-scrollbars">≈0.07049180328</div></td></tr><tr>
+          <td id="section-4-content-block-2-cell-9-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-9-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >integer</span> <span class="badge badge-secondary" >int</span> <span class="badge badge-secondary" >int_</span> <span class="badge badge-secondary" >int8</span> <span class="badge badge-secondary" >int16</span> <span class="badge badge-secondary" >int32</span> <span class="badge badge-secondary" >int64</span> <span class="badge badge-secondary" >uint8</span> <span class="badge badge-secondary" >uint16</span> <span class="badge badge-secondary" >uint32</span> <span class="badge badge-secondary" >uint64</span> <span class="badge badge-secondary" >INT</span> <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >INT64</span> <span class="badge badge-secondary" >TINYINT</span> <span class="badge badge-secondary" >BYTEINT</span> <span class="badge badge-secondary" >SMALLINT</span> <span class="badge badge-secondary" >BIGINT</span> <span class="badge badge-secondary" >IntegerType</span> <span class="badge badge-secondary" >LongType</span>.
+                </span>
+            </div></td><td id="section-4-content-block-2-cell-9-3" ><div class="show-scrollbars">int64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-5" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-5-content-block-1" class="col-12 p-0" >
+
+    <div id="section-5-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Area Income
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-5-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-5-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-5-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >14548.06</span> and less than or equal to <span class="badge badge-secondary" >14548.06</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-1-3" ><div class="show-scrollbars">14548.06</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >79484.8</span> and less than or equal to <span class="badge badge-secondary" >79484.8</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-2-3" ><div class="show-scrollbars">79484.8</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >55365.62095081966</span> and less than or equal to <span class="badge badge-secondary" >55365.62095081966</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-3-3" ><div class="show-scrollbars">≈55365.62095</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >57532.6</span> and less than or equal to <span class="badge badge-secondary" >57532.6</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-4-3" ><div class="show-scrollbars">57532.6</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-5-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-5-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">30487.48</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">30487.48</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">47682.28</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">47682.28</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">57519.64</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">57519.64</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">65044.59</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">65044.59</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">73538.09</div></td><td id="section-5-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">73538.09</div></td></tr></tbody>
+</table></div></td><td id="section-5-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-5-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-5-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-5-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">30487.48</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-5-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">47682.28</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-5-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">57519.64</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-5-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">65044.59</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-5-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">73538.09</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-6-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >1.0</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-7-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-5-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >FLOAT</span> <span class="badge badge-secondary" >FLOAT4</span> <span class="badge badge-secondary" >FLOAT8</span> <span class="badge badge-secondary" >FLOAT64</span> <span class="badge badge-secondary" >DOUBLE</span> <span class="badge badge-secondary" >DOUBLE_PRECISION</span> <span class="badge badge-secondary" >NUMERIC</span> <span class="badge badge-secondary" >FloatType</span> <span class="badge badge-secondary" >DoubleType</span> <span class="badge badge-secondary" >float_</span> <span class="badge badge-secondary" >float16</span> <span class="badge badge-secondary" >float32</span> <span class="badge badge-secondary" >float64</span> <span class="badge badge-secondary" >number</span> <span class="badge badge-secondary" >DECIMAL</span> <span class="badge badge-secondary" >REAL</span>.
+                </span>
+            </div></td><td id="section-5-content-block-2-cell-8-3" ><div class="show-scrollbars">float64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-6" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-6-content-block-1" class="col-12 p-0" >
+
+    <div id="section-6-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    City
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-6-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-6-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-6-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-1-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-6-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.9819672131147541</span>.
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-2-3" ><div class="show-scrollbars">≈0.9819672131</div></td></tr><tr>
+          <td id="section-6-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >CHAR</span> <span class="badge badge-secondary" >NCHAR</span> <span class="badge badge-secondary" >VARCHAR</span> <span class="badge badge-secondary" >NVARCHAR</span> <span class="badge badge-secondary" >TEXT</span> <span class="badge badge-secondary" >NTEXT</span> <span class="badge badge-secondary" >STRING</span> <span class="badge badge-secondary" >StringType</span> <span class="badge badge-secondary" >string</span> <span class="badge badge-secondary" >str</span> <span class="badge badge-secondary" >object</span> <span class="badge badge-secondary" >dtype('O')</span>.
+                </span>
+            </div></td><td id="section-6-content-block-2-cell-3-3" ><div class="show-scrollbars">0% unexpected</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-7" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-7-content-block-1" class="col-12 p-0" >
+
+    <div id="section-7-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Clicked on Ad
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-7-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-7-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-7-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >0</span> and less than or equal to <span class="badge badge-secondary" >0</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-1-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >1</span> and less than or equal to <span class="badge badge-secondary" >1</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-2-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >0.4918032786885246</span> and less than or equal to <span class="badge badge-secondary" >0.4918032786885246</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-3-3" ><div class="show-scrollbars">≈0.4918032787</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >0.0</span> and less than or equal to <span class="badge badge-secondary" >0.0</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-4-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-7-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-7-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">0</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">0</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">0</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">1</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">1</div></td><td id="section-7-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">1</div></td></tr></tbody>
+</table></div></td><td id="section-7-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-7-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-7-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-7-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-7-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-7-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-7-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-7-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">1</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must belong to this set: <span class="badge badge-secondary" >0</span> <span class="badge badge-secondary" >1</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-6-3" ><div class="show-scrollbars">0% unexpected</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-7-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.003278688524590164</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-8-3" ><div class="show-scrollbars">≈0.003278688525</div></td></tr><tr>
+          <td id="section-7-content-block-2-cell-9-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-9-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >integer</span> <span class="badge badge-secondary" >int</span> <span class="badge badge-secondary" >int_</span> <span class="badge badge-secondary" >int8</span> <span class="badge badge-secondary" >int16</span> <span class="badge badge-secondary" >int32</span> <span class="badge badge-secondary" >int64</span> <span class="badge badge-secondary" >uint8</span> <span class="badge badge-secondary" >uint16</span> <span class="badge badge-secondary" >uint32</span> <span class="badge badge-secondary" >uint64</span> <span class="badge badge-secondary" >INT</span> <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >INT64</span> <span class="badge badge-secondary" >TINYINT</span> <span class="badge badge-secondary" >BYTEINT</span> <span class="badge badge-secondary" >SMALLINT</span> <span class="badge badge-secondary" >BIGINT</span> <span class="badge badge-secondary" >IntegerType</span> <span class="badge badge-secondary" >LongType</span>.
+                </span>
+            </div></td><td id="section-7-content-block-2-cell-9-3" ><div class="show-scrollbars">int64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-8" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-8-content-block-1" class="col-12 p-0" >
+
+    <div id="section-8-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Country
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-8-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-8-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-8-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-1-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-8-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.3655737704918033</span>.
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-2-3" ><div class="show-scrollbars">≈0.3655737705</div></td></tr><tr>
+          <td id="section-8-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >CHAR</span> <span class="badge badge-secondary" >NCHAR</span> <span class="badge badge-secondary" >VARCHAR</span> <span class="badge badge-secondary" >NVARCHAR</span> <span class="badge badge-secondary" >TEXT</span> <span class="badge badge-secondary" >NTEXT</span> <span class="badge badge-secondary" >STRING</span> <span class="badge badge-secondary" >StringType</span> <span class="badge badge-secondary" >string</span> <span class="badge badge-secondary" >str</span> <span class="badge badge-secondary" >object</span> <span class="badge badge-secondary" >dtype('O')</span>.
+                </span>
+            </div></td><td id="section-8-content-block-2-cell-3-3" ><div class="show-scrollbars">0% unexpected</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-9" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-9-content-block-1" class="col-12 p-0" >
+
+    <div id="section-9-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Daily Internet Usage
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-9-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-9-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-9-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >105.0</span> and less than or equal to <span class="badge badge-secondary" >105.0</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-1-3" ><div class="show-scrollbars">105</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >269.96</span> and less than or equal to <span class="badge badge-secondary" >269.96</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-2-3" ><div class="show-scrollbars">269.96</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >179.4397868852459</span> and less than or equal to <span class="badge badge-secondary" >179.4397868852459</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-3-3" ><div class="show-scrollbars">≈179.4397869</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >183.035</span> and less than or equal to <span class="badge badge-secondary" >183.035</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-4-3" ><div class="show-scrollbars">183.035</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-9-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-9-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">113.75</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">113.75</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">137.2</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">137.2</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">182.65</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">182.65</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">217.68</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">217.68</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">245.89</div></td><td id="section-9-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">245.89</div></td></tr></tbody>
+</table></div></td><td id="section-9-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-9-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-9-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-9-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">113.75</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-9-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">137.2</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-9-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">182.65</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-9-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">217.68</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-9-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">245.89</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-6-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.9704918032786886</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-7-3" ><div class="show-scrollbars">≈0.9704918033</div></td></tr><tr>
+          <td id="section-9-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >FLOAT</span> <span class="badge badge-secondary" >FLOAT4</span> <span class="badge badge-secondary" >FLOAT8</span> <span class="badge badge-secondary" >FLOAT64</span> <span class="badge badge-secondary" >DOUBLE</span> <span class="badge badge-secondary" >DOUBLE_PRECISION</span> <span class="badge badge-secondary" >NUMERIC</span> <span class="badge badge-secondary" >FloatType</span> <span class="badge badge-secondary" >DoubleType</span> <span class="badge badge-secondary" >float_</span> <span class="badge badge-secondary" >float16</span> <span class="badge badge-secondary" >float32</span> <span class="badge badge-secondary" >float64</span> <span class="badge badge-secondary" >number</span> <span class="badge badge-secondary" >DECIMAL</span> <span class="badge badge-secondary" >REAL</span>.
+                </span>
+            </div></td><td id="section-9-content-block-2-cell-8-3" ><div class="show-scrollbars">float64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-10" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-10-content-block-1" class="col-12 p-0" >
+
+    <div id="section-10-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Daily Time Spent on Site
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-10-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-10-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-10-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >32.6</span> and less than or equal to <span class="badge badge-secondary" >32.6</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-1-3" ><div class="show-scrollbars">32.6</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >91.37</span> and less than or equal to <span class="badge badge-secondary" >91.37</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-2-3" ><div class="show-scrollbars">91.37</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >65.26704918032787</span> and less than or equal to <span class="badge badge-secondary" >65.26704918032787</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-3-3" ><div class="show-scrollbars">≈65.26704918</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >68.33</span> and less than or equal to <span class="badge badge-secondary" >68.33</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-4-3" ><div class="show-scrollbars">68.33</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-10-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-10-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">37.47</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">37.47</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">51.5</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">51.5</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">68.25</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">68.25</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">78.51</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">78.51</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">87.09</div></td><td id="section-10-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">87.09</div></td></tr></tbody>
+</table></div></td><td id="section-10-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-10-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-10-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-10-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">37.47</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-10-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">51.5</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-10-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">68.25</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-10-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">78.51</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-10-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">87.09</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-6-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.9344262295081968</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-7-3" ><div class="show-scrollbars">≈0.9344262295</div></td></tr><tr>
+          <td id="section-10-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >FLOAT</span> <span class="badge badge-secondary" >FLOAT4</span> <span class="badge badge-secondary" >FLOAT8</span> <span class="badge badge-secondary" >FLOAT64</span> <span class="badge badge-secondary" >DOUBLE</span> <span class="badge badge-secondary" >DOUBLE_PRECISION</span> <span class="badge badge-secondary" >NUMERIC</span> <span class="badge badge-secondary" >FloatType</span> <span class="badge badge-secondary" >DoubleType</span> <span class="badge badge-secondary" >float_</span> <span class="badge badge-secondary" >float16</span> <span class="badge badge-secondary" >float32</span> <span class="badge badge-secondary" >float64</span> <span class="badge badge-secondary" >number</span> <span class="badge badge-secondary" >DECIMAL</span> <span class="badge badge-secondary" >REAL</span>.
+                </span>
+            </div></td><td id="section-10-content-block-2-cell-8-3" ><div class="show-scrollbars">float64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-11" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-11-content-block-1" class="col-12 p-0" >
+
+    <div id="section-11-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Male
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-11-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-11-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-11-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    minimum value must be greater than or equal to <span class="badge badge-secondary" >0</span> and less than or equal to <span class="badge badge-secondary" >0</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-1-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    maximum value must be greater than or equal to <span class="badge badge-secondary" >1</span> and less than or equal to <span class="badge badge-secondary" >1</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-2-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    mean must be greater than or equal to <span class="badge badge-secondary" >0.4852459016393443</span> and less than or equal to <span class="badge badge-secondary" >0.4852459016393443</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-3-3" ><div class="show-scrollbars">≈0.4852459016</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-4-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-4-2" ><div class="show-scrollbars">
+                <span >
+                    median must be greater than or equal to <span class="badge badge-secondary" >0.0</span> and less than or equal to <span class="badge badge-secondary" >0.0</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-4-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-5-2" ><div class="show-scrollbars">
+                <span >
+                    quantiles must be within the following value ranges.
+                </span>
+            
+
+
+
+<table
+  id="section-11-content-block-2-cell-5-2-content-1-body"
+  class="table table-sm table-unbordered col-4 mt-2" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Min Value
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Max Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-11-content-block-2-cell-5-2-content-1-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-1-2" ><div class="show-scrollbars">0</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-1-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-2-content-1-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-2-2" ><div class="show-scrollbars">0</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-2-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-2-content-1-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-3-2" ><div class="show-scrollbars">0</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-3-3" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-2-content-1-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-4-2" ><div class="show-scrollbars">1</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-4-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-2-content-1-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-5-2" ><div class="show-scrollbars">1</div></td><td id="section-11-content-block-2-cell-5-2-content-1-cell-5-3" ><div class="show-scrollbars">1</div></td></tr></tbody>
+</table></div></td><td id="section-11-content-block-2-cell-5-3" ><div class="show-scrollbars">
+
+
+
+<table
+  id="section-11-content-block-2-cell-5-3-content-body"
+  class="table table-sm table-unbordered col-4" 
+  data-toggle="table"
+  
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  
+                >
+                  Quantile
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-11-content-block-2-cell-5-3-content-cell-1-1" ><div class="show-scrollbars">0.05</div></td><td id="section-11-content-block-2-cell-5-3-content-cell-1-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-3-content-cell-2-1" ><div class="show-scrollbars">Q1</div></td><td id="section-11-content-block-2-cell-5-3-content-cell-2-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-3-content-cell-3-1" ><div class="show-scrollbars">Median</div></td><td id="section-11-content-block-2-cell-5-3-content-cell-3-2" ><div class="show-scrollbars">0</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-3-content-cell-4-1" ><div class="show-scrollbars">Q3</div></td><td id="section-11-content-block-2-cell-5-3-content-cell-4-2" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-5-3-content-cell-5-1" ><div class="show-scrollbars">0.95</div></td><td id="section-11-content-block-2-cell-5-3-content-cell-5-2" ><div class="show-scrollbars">1</div></td></tr></tbody>
+</table></div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-6-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-6-2" ><div class="show-scrollbars">
+                <span >
+                    values must belong to this set: <span class="badge badge-secondary" >0</span> <span class="badge badge-secondary" >1</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-6-3" ><div class="show-scrollbars">0% unexpected</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-7-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-7-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-7-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-8-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-8-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >0.003278688524590164</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-8-3" ><div class="show-scrollbars">≈0.003278688525</div></td></tr><tr>
+          <td id="section-11-content-block-2-cell-9-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-9-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >integer</span> <span class="badge badge-secondary" >int</span> <span class="badge badge-secondary" >int_</span> <span class="badge badge-secondary" >int8</span> <span class="badge badge-secondary" >int16</span> <span class="badge badge-secondary" >int32</span> <span class="badge badge-secondary" >int64</span> <span class="badge badge-secondary" >uint8</span> <span class="badge badge-secondary" >uint16</span> <span class="badge badge-secondary" >uint32</span> <span class="badge badge-secondary" >uint64</span> <span class="badge badge-secondary" >INT</span> <span class="badge badge-secondary" >INTEGER</span> <span class="badge badge-secondary" >INT64</span> <span class="badge badge-secondary" >TINYINT</span> <span class="badge badge-secondary" >BYTEINT</span> <span class="badge badge-secondary" >SMALLINT</span> <span class="badge badge-secondary" >BIGINT</span> <span class="badge badge-secondary" >IntegerType</span> <span class="badge badge-secondary" >LongType</span>.
+                </span>
+            </div></td><td id="section-11-content-block-2-cell-9-3" ><div class="show-scrollbars">int64</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+          <div id="section-12" class="ge-section container-fluid mb-1 pb-1 pl-sm-3 px-0">
+    <div class="row" >
+        
+
+<div id="section-12-content-block-1" class="col-12 p-0" >
+
+    <div id="section-12-content-block-1-header" class="alert alert-secondary" >
+        <div>
+          
+                <h5 class="m-0" >
+                    Timestamp
+                </h5>
+            
+        </div>
+      
+    </div>
+
+</div>
+        
+
+<div id="section-12-content-block-2" class="ml-2 mr-2 mt-0 mb-0 table-responsive hide-succeeded-validations-column-section-target-child" >
+
+    
+
+
+
+<table
+  id="section-12-content-block-2-body"
+  class="table" 
+  data-toggle="table"
+  data-search="True" data-icon-size="sm" 
+>
+    
+    
+    
+      
+    
+      <thead >
+        <tr>
+            
+                
+                <th
+                  data-sortable="True" 
+                >
+                  Status
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Expectation
+                </th>
+            
+                
+                <th
+                  
+                >
+                  Observed Value
+                </th>
+            
+        </tr>
+      </thead>
+
+    <tbody>
+      <tr>
+          <td id="section-12-content-block-2-cell-1-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-1-2" ><div class="show-scrollbars">
+                <span >
+                    values must never be null.
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-1-3" ><div class="show-scrollbars">100% not null</div></td></tr><tr>
+          <td id="section-12-content-block-2-cell-2-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-2-2" ><div class="show-scrollbars">
+                <span >
+                    fraction of unique values must be exactly <span class="badge badge-secondary" >1.0</span>.
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-2-3" ><div class="show-scrollbars">1</div></td></tr><tr>
+          <td id="section-12-content-block-2-cell-3-1" class="hide-succeeded-validation-target-child" ><div class="show-scrollbars">
+                <span >
+                    <i class="fas fa-check-circle text-success" ></i>
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-3-2" ><div class="show-scrollbars">
+                <span >
+                    value types must belong to this set: <span class="badge badge-secondary" >CHAR</span> <span class="badge badge-secondary" >NCHAR</span> <span class="badge badge-secondary" >VARCHAR</span> <span class="badge badge-secondary" >NVARCHAR</span> <span class="badge badge-secondary" >TEXT</span> <span class="badge badge-secondary" >NTEXT</span> <span class="badge badge-secondary" >STRING</span> <span class="badge badge-secondary" >StringType</span> <span class="badge badge-secondary" >string</span> <span class="badge badge-secondary" >str</span> <span class="badge badge-secondary" >object</span> <span class="badge badge-secondary" >dtype('O')</span>.
+                </span>
+            </div></td><td id="section-12-content-block-2-cell-3-3" ><div class="show-scrollbars">0% unexpected</div></td></tr></tbody>
+</table>
+
+</div>
+        
+    </div>
+</div>
+        
+        </div>
+      </div>
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/.ge_store_backend_id b/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/.ge_store_backend_id
index 6b28671..e462851 100644
--- a/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/.ge_store_backend_id
+++ b/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/.ge_store_backend_id
@@ -1 +1,5 @@
+<<<<<<< HEAD
 store_backend_id = 5a7ac067-8571-4b59-a7d5-805ca572b124
+=======
+store_backend_id = 06ec2aff-c2b7-4864-a649-40177dd0f40f
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
diff --git a/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.json b/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.json
new file mode 100644
index 0000000..d080d1c
--- /dev/null
+++ b/data_science_tools/great_expectations_example/great_expectations/uncommitted/validations/first_data/csv/warning/__none__/20211007T133747.104373Z/609e953946445f7bf0a7bf98d5202c0a.json
@@ -0,0 +1,2173 @@
+{
+  "evaluation_parameters": {},
+  "meta": {
+    "active_batch_definition": {
+      "batch_identifiers": {},
+      "data_asset_name": "first_data.csv",
+      "data_connector_name": "default_inferred_data_connector_name",
+      "datasource_name": "first_data"
+    },
+    "batch_markers": {
+      "ge_load_time": "20211007T183747.145037Z",
+      "pandas_data_fingerprint": "07ecc047862b79412680dbca23ce05c1"
+    },
+    "batch_spec": {
+      "path": "/home/khuyen/Data-science/data_science_tools/great_expectations_example/great_expectations/../data/first_data.csv"
+    },
+    "expectation_suite_name": "first_data.csv.warning",
+    "great_expectations_version": "0.13.36",
+    "run_id": {
+      "run_name": null,
+      "run_time": "2021-10-07T13:37:47.104373+00:00"
+    },
+    "validation_time": "20211007T183747.164857Z"
+  },
+  "results": [
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+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
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+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column_list": [
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+            "Daily Time Spent on Site",
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+            "Area Income",
+            "Daily Internet Usage",
+            "Ad Topic Line",
+            "City",
+            "Male",
+            "Country",
+            "Timestamp",
+            "Clicked on Ad"
+          ]
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
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+          "Daily Time Spent on Site",
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+          "Area Income",
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+          "Male",
+          "Country",
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+          "Clicked on Ad"
+        ]
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+      "success": true
+    },
+    {
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+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
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+        "kwargs": {
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+          "min_value": 610
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+        "kwargs": {
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+          "max_value": 32.6,
+          "min_value": 32.6
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+        "meta": {}
+      },
+      "meta": {},
+      "result": {
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+      "success": true
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+    {
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+        "exception_traceback": null,
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+        "kwargs": {
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+          "max_value": 91.37,
+          "min_value": 91.37
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+        "meta": {}
+      },
+      "meta": {},
+      "result": {
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+      "success": true
+    },
+    {
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+          "max_value": 65.26704918032787,
+          "min_value": 65.26704918032787
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+        "meta": {}
+      },
+      "meta": {},
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+      "success": true
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+    {
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+          "max_value": 68.33,
+          "min_value": 68.33
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+      },
+      "meta": {},
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+    },
+    {
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+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
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+        "ge_cloud_id": null,
+        "kwargs": {
+          "allow_relative_error": "lower",
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Daily Time Spent on Site",
+          "quantile_ranges": {
+            "quantiles": [
+              0.05,
+              0.25,
+              0.5,
+              0.75,
+              0.95
+            ],
+            "value_ranges": [
+              [
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+                37.47
+              ],
+              [
+                51.5,
+                51.5
+              ],
+              [
+                68.25,
+                68.25
+              ],
+              [
+                78.51,
+                78.51
+              ],
+              [
+                87.09,
+                87.09
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+          }
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
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+            true,
+            true,
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+        },
+        "observed_value": {
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+            78.51,
+            87.09
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+    {
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+        "exception_traceback": null,
+        "raised_exception": false
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+      "expectation_config": {
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+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
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+        },
+        "meta": {}
+      },
+      "meta": {},
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+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
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+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
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+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Daily Time Spent on Site",
+          "max_value": 0.9344262295081968,
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+        "meta": {}
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+      "meta": {},
+      "result": {
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+      "success": true
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+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_be_in_type_list",
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+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Daily Time Spent on Site",
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+            "FLOAT64",
+            "DOUBLE",
+            "DOUBLE_PRECISION",
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+            "FloatType",
+            "DoubleType",
+            "float_",
+            "float16",
+            "float32",
+            "float64",
+            "number",
+            "DECIMAL",
+            "REAL"
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+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
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+        "meta": {}
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+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
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+      "expectation_config": {
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+        "meta": {}
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+        "meta": {}
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+      "result": {
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+      "success": true
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+      "expectation_config": {
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+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
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+          "quantile_ranges": {
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+              0.25,
+              0.5,
+              0.75,
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+        "meta": {}
+      },
+      "meta": {},
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+            true,
+            true,
+            true,
+            true
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+        "exception_traceback": null,
+        "raised_exception": false
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+            1
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+        "missing_percent": 0.0,
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+        "exception_traceback": null,
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+      "expectation_config": {
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+        "kwargs": {
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+          "column": "Male",
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+            "int16",
+            "int32",
+            "int64",
+            "uint8",
+            "uint16",
+            "uint32",
+            "uint64",
+            "INT",
+            "INTEGER",
+            "INT64",
+            "TINYINT",
+            "BYTEINT",
+            "SMALLINT",
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+            "LongType"
+          ]
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+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": "int64"
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+      "success": true
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+      "exception_info": {
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+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_not_be_null",
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+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Country"
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_proportion_of_unique_values_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Country",
+          "max_value": 0.3655737704918033,
+          "min_value": 0.3655737704918033
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 0.3655737704918033
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
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+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_be_in_type_list",
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+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Country",
+          "type_list": [
+            "CHAR",
+            "NCHAR",
+            "VARCHAR",
+            "NVARCHAR",
+            "TEXT",
+            "NTEXT",
+            "STRING",
+            "StringType",
+            "string",
+            "str",
+            "object",
+            "dtype('O')"
+          ]
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "missing_count": 0,
+        "missing_percent": 0.0,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0,
+        "unexpected_percent_nonmissing": 0.0,
+        "unexpected_percent_total": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_not_be_null",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Timestamp"
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_proportion_of_unique_values_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Timestamp",
+          "max_value": 1.0,
+          "min_value": 1.0
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 1.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_be_in_type_list",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Timestamp",
+          "type_list": [
+            "CHAR",
+            "NCHAR",
+            "VARCHAR",
+            "NVARCHAR",
+            "TEXT",
+            "NTEXT",
+            "STRING",
+            "StringType",
+            "string",
+            "str",
+            "object",
+            "dtype('O')"
+          ]
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "missing_count": 0,
+        "missing_percent": 0.0,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0,
+        "unexpected_percent_nonmissing": 0.0,
+        "unexpected_percent_total": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_min_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "max_value": 0,
+          "min_value": 0
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_max_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "max_value": 1,
+          "min_value": 1
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 1
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_mean_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "max_value": 0.4918032786885246,
+          "min_value": 0.4918032786885246
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 0.4918032786885246
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_median_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "max_value": 0.0,
+          "min_value": 0.0
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_quantile_values_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "allow_relative_error": "lower",
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "quantile_ranges": {
+            "quantiles": [
+              0.05,
+              0.25,
+              0.5,
+              0.75,
+              0.95
+            ],
+            "value_ranges": [
+              [
+                0,
+                0
+              ],
+              [
+                0,
+                0
+              ],
+              [
+                0,
+                0
+              ],
+              [
+                1,
+                1
+              ],
+              [
+                1,
+                1
+              ]
+            ]
+          }
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "details": {
+          "success_details": [
+            true,
+            true,
+            true,
+            true,
+            true
+          ]
+        },
+        "observed_value": {
+          "quantiles": [
+            0.05,
+            0.25,
+            0.5,
+            0.75,
+            0.95
+          ],
+          "values": [
+            0,
+            0,
+            0,
+            1,
+            1
+          ]
+        }
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_be_in_set",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "value_set": [
+            0,
+            1
+          ]
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "missing_count": 0,
+        "missing_percent": 0.0,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0,
+        "unexpected_percent_nonmissing": 0.0,
+        "unexpected_percent_total": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_not_be_null",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad"
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "element_count": 610,
+        "partial_unexpected_counts": [],
+        "partial_unexpected_index_list": null,
+        "partial_unexpected_list": [],
+        "unexpected_count": 0,
+        "unexpected_percent": 0.0
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_proportion_of_unique_values_to_be_between",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "max_value": 0.003278688524590164,
+          "min_value": 0.003278688524590164
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": 0.003278688524590164
+      },
+      "success": true
+    },
+    {
+      "exception_info": {
+        "exception_message": null,
+        "exception_traceback": null,
+        "raised_exception": false
+      },
+      "expectation_config": {
+        "expectation_type": "expect_column_values_to_be_in_type_list",
+        "ge_cloud_id": null,
+        "kwargs": {
+          "batch_id": "609e953946445f7bf0a7bf98d5202c0a",
+          "column": "Clicked on Ad",
+          "type_list": [
+            "INTEGER",
+            "integer",
+            "int",
+            "int_",
+            "int8",
+            "int16",
+            "int32",
+            "int64",
+            "uint8",
+            "uint16",
+            "uint32",
+            "uint64",
+            "INT",
+            "INTEGER",
+            "INT64",
+            "TINYINT",
+            "BYTEINT",
+            "SMALLINT",
+            "BIGINT",
+            "IntegerType",
+            "LongType"
+          ]
+        },
+        "meta": {}
+      },
+      "meta": {},
+      "result": {
+        "observed_value": "int64"
+      },
+      "success": true
+    }
+  ],
+  "statistics": {
+    "evaluated_expectations": 65,
+    "success_percent": 100.0,
+    "successful_expectations": null,
+    "unsuccessful_expectations": null
+  },
+  "success": true
+}
\ No newline at end of file
diff --git a/nlp/diffbot_examples/process_data.ipynb b/nlp/diffbot_examples/process_data.ipynb
index 26accc9..7ec12fa 100644
--- a/nlp/diffbot_examples/process_data.ipynb
+++ b/nlp/diffbot_examples/process_data.ipynb
@@ -2,7 +2,11 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "source": "[![View on GitHub](https://img.shields.io/badge/GitHub-View_on_GitHub-blue?logo=GitHub)](https://github.com/khuyentran1401/Data-science/blob/master/nlp/diffbot_examples/process_data.ipynb)\n\n[<img src=\"https://deepnote.com/buttons/launch-in-deepnote.svg\">](https://deepnote.com/project/Data-science-hxlyJpi-QrKFJziQgoMSmQ/%2FData-science%2Fnlp%2Fdiffbot_examples%2Fprocess_data.ipynb)",
+   "source": [
+    "[![View on GitHub](https://img.shields.io/badge/GitHub-View_on_GitHub-blue?logo=GitHub)](https://github.com/khuyentran1401/Data-science/blob/master/nlp/diffbot_examples/process_data.ipynb)\n",
+    "\n",
+    "[<img src=\"https://deepnote.com/buttons/launch-in-deepnote.svg\">](https://deepnote.com/project/Data-science-hxlyJpi-QrKFJziQgoMSmQ/%2FData-science%2Fnlp%2Fdiffbot_examples%2Fprocess_data.ipynb)"
+   ],
    "metadata": {
     "tags": [],
     "cell_id": "00000-2ca86e52-3d7e-4be8-9ec2-0b502a8d3980",
@@ -11,24 +15,26 @@
     "execution_start": 1633617664743,
     "execution_millis": 6,
     "deepnote_cell_type": "markdown"
-   },
-   "outputs": [],
-   "execution_count": 1
+   }
   },
   {
    "cell_type": "code",
-   "source": "!pip install texthero",
+   "execution_count": null,
+   "source": [
+    "!pip install texthero"
+   ],
+   "outputs": [],
    "metadata": {
     "tags": [],
     "cell_id": "00001-76b5624c-3405-4160-b1a6-95ddf7a30e54",
     "deepnote_cell_type": "code"
-   },
-   "outputs": [],
-   "execution_count": null
+   }
   },
   {
    "cell_type": "markdown",
-   "source": "# Import data",
+   "source": [
+    "# Import data"
+   ],
    "metadata": {
     "cell_id": "00000-3a623f6c-891e-43e2-b807-e448076d3140",
     "deepnote_cell_type": "markdown"
@@ -36,6 +42,11 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "import pandas as pd"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:51:59.834701Z",
@@ -47,13 +58,23 @@
     "execution_start": 1633617926566,
     "execution_millis": 0,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "import pandas as pd",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "data_scientist = pd.read_csv(\"/datasets/dataset/data-science-job-search.csv\")\n",
+    "data_engineer = pd.read_csv(\"/datasets/dataset/data-engineer-job-search.csv\")"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:00.088041Z",
@@ -65,13 +86,23 @@
     "execution_start": 1633617963358,
     "execution_millis": 104,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "data_scientist = pd.read_csv(\"/datasets/dataset/data-science-job-search.csv\")\ndata_engineer = pd.read_csv(\"/datasets/dataset/data-engineer-job-search.csv\")",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "data_scientist[\"title\"] = [\"data scientist\"] * len(data_scientist)\n",
+    "data_engineer[\"title\"] = [\"data engineer\"] * len(data_scientist)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:00.519178Z",
@@ -83,13 +114,22 @@
     "execution_start": 1633617964676,
     "execution_millis": 1,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "data_scientist[\"title\"] = [\"data scientist\"] * len(data_scientist)\ndata_engineer[\"title\"] = [\"data engineer\"] * len(data_scientist)",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "df = pd.concat([data_scientist, data_engineer]).reset_index(drop=True)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:00.939068Z",
@@ -101,14 +141,20 @@
     "execution_start": 1633617976200,
     "execution_millis": 2,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "df = pd.concat([data_scientist, data_engineer]).reset_index(drop=True)",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "markdown",
-   "source": "Filter out the jobs without text",
+   "source": [
+    "Filter out the jobs without text"
+   ],
    "metadata": {
     "cell_id": "00007-ccdbfb45-cfca-4b28-8e0b-47027ab571c5",
     "deepnote_cell_type": "markdown"
@@ -116,6 +162,11 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "df = df[~df.text.isna()]"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:01.466841Z",
@@ -127,14 +178,20 @@
     "execution_start": 1633617978192,
     "execution_millis": 3,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "df = df[~df.text.isna()]",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "markdown",
-   "source": "# Analyze Page Source",
+   "source": [
+    "# Analyze Page Source"
+   ],
    "metadata": {
     "cell_id": "00009-ca84ebc0-130c-44e2-a8e8-13e808788adf",
     "deepnote_cell_type": "markdown"
@@ -142,6 +199,11 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "from yarl import URL"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:01.956584Z",
@@ -153,13 +215,23 @@
     "execution_start": 1633617979703,
     "execution_millis": 30,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "from yarl import URL",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "def get_page_source(url: str):\n",
+    "    return URL(url).host"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:02.439683Z",
@@ -171,13 +243,22 @@
     "execution_start": 1633617982261,
     "execution_millis": 0,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "def get_page_source(url: str):\n    return URL(url).host",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "df[\"page_host\"] = df[\"pageUrl\"].apply(get_page_source)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:03.047251Z",
@@ -189,13 +270,22 @@
     "execution_start": 1633617987566,
     "execution_millis": 57,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "df[\"page_host\"] = df[\"pageUrl\"].apply(get_page_source)",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "top_pages = df[\"page_host\"].value_counts()[:20].to_frame()"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:03.538235Z",
@@ -207,13 +297,32 @@
     "execution_start": 1633617989245,
     "execution_millis": 2,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "top_pages = df[\"page_host\"].value_counts()[:20].to_frame()",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "import plotly.express as px\n",
+    "\n",
+    "fig = px.histogram(\n",
+    "    top_pages,\n",
+    "    x=top_pages.index,\n",
+    "    y=\"page_host\",\n",
+    "    labels={\"sum of page_host\": \"frequency\", \"index\": \"page host\"},\n",
+    ").update_xaxes(\n",
+    "    categoryorder=\"total descending\",\n",
+    ")\n",
+    "fig"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:05.474258Z",
@@ -225,6 +334,7 @@
     "execution_start": 1633617994491,
     "execution_millis": 2925,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "import plotly.express as px\n\nfig = px.histogram(\n    top_pages,\n    x=top_pages.index,\n    y=\"page_host\",\n    labels={\"sum of page_host\": \"frequency\", \"index\": \"page host\"},\n).update_xaxes(\n    categoryorder=\"total descending\",\n)\nfig",
    "outputs": [
@@ -237,9 +347,17 @@
     }
    ],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "df.to_pickle(\"processed_df.pkl\")"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:06.097490Z",
@@ -251,14 +369,20 @@
     "execution_start": 1633618000116,
     "execution_millis": 502,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "df.to_pickle(\"processed_df.pkl\")",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "markdown",
-   "source": "# Get Text",
+   "source": [
+    "# Get Text"
+   ],
    "metadata": {
     "cell_id": "00016-93c03713-f2da-4a62-86cc-6bbd6a136379",
     "deepnote_cell_type": "markdown"
@@ -266,6 +390,11 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "import texthero as hero"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:09.731125Z",
@@ -277,6 +406,7 @@
     "execution_start": 1633618047319,
     "execution_millis": 11055,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "import texthero as hero",
    "outputs": [
@@ -287,9 +417,19 @@
     }
    ],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "df[\"text\"] = df[\"text\"].pipe(hero.clean)\n",
+    "df[\"requirements\"] = df[\"requirements\"].pipe(hero.clean)\n",
+    "df[\"tasks\"] = df[\"tasks\"].pipe(hero.clean)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:13.168221Z",
@@ -301,13 +441,22 @@
     "execution_start": 1633618058365,
     "execution_millis": 3658,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "df[\"text\"] = df[\"text\"].pipe(hero.clean)\ndf[\"requirements\"] = df[\"requirements\"].pipe(hero.clean)\ndf[\"tasks\"] = df[\"tasks\"].pipe(hero.clean)",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "text = \" \".join(df[\"text\"].values)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:13.806499Z",
@@ -319,13 +468,47 @@
     "execution_start": 1633618063104,
     "execution_millis": 2,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "text = \" \".join(df[\"text\"].values)",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "from wordcloud import WordCloud, STOPWORDS, ImageColorGenerator\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "%matplotlib inline\n",
+    "\n",
+    "\n",
+    "def make_wordcloud(new_text):\n",
+    "    \"\"\"'function to make wordcloud\"\"\"\n",
+    "\n",
+    "    wordcloud = WordCloud(\n",
+    "        width=800,\n",
+    "        height=800,\n",
+    "        min_font_size=10,\n",
+    "        background_color=\"black\",\n",
+    "        colormap=\"Set2\",\n",
+    "        collocation_threshold=3,\n",
+    "    ).generate(new_text)\n",
+    "\n",
+    "    fig = plt.figure(figsize=(8, 8), facecolor=None)\n",
+    "    plt.imshow(wordcloud, interpolation=\"bilinear\")\n",
+    "    plt.axis(\"off\")\n",
+    "    plt.tight_layout(pad=0)\n",
+    "\n",
+    "    plt.show()\n",
+    "\n",
+    "    return fig"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:14.437903Z",
@@ -337,13 +520,22 @@
     "execution_start": 1633618066121,
     "execution_millis": 1,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "from wordcloud import WordCloud, STOPWORDS, ImageColorGenerator\nimport matplotlib.pyplot as plt\n\n%matplotlib inline\n\n\ndef make_wordcloud(new_text):\n    \"\"\"'function to make wordcloud\"\"\"\n\n    wordcloud = WordCloud(\n        width=800,\n        height=800,\n        min_font_size=10,\n        background_color=\"black\",\n        colormap=\"Set2\",\n        collocation_threshold=3,\n    ).generate(new_text)\n\n    fig = plt.figure(figsize=(8, 8), facecolor=None)\n    plt.imshow(wordcloud, interpolation=\"bilinear\")\n    plt.axis(\"off\")\n    plt.tight_layout(pad=0)\n\n    plt.show()\n\n    return fig",
    "outputs": [],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "text_cloud = make_wordcloud(text)"
+   ],
+   "outputs": [],
    "metadata": {
     "ExecuteTime": {
      "end_time": "2021-07-25T18:52:18.595947Z",
@@ -355,6 +547,7 @@
     "execution_start": 1633618067808,
     "execution_millis": 4808,
     "deepnote_cell_type": "code"
+<<<<<<< HEAD
    },
    "source": "text_cloud = make_wordcloud(text)",
    "outputs": [
@@ -374,10 +567,17 @@
     }
    ],
    "execution_count": null
+=======
+   }
+>>>>>>> d7dca468a243d4adf5c62b5b69f7bc1f22b26ba6
   },
   {
    "cell_type": "markdown",
-   "source": "<a style='text-decoration:none;line-height:16px;display:flex;color:#5B5B62;padding:10px;justify-content:end;' href='https://deepnote.com?utm_source=created-in-deepnote-cell&projectId=87197226-98be-42b2-8527-389082831299' target=\"_blank\">\n<img alt='Created in deepnote.com' style='display:inline;max-height:16px;margin:0px;margin-right:7.5px;' src='data:image/svg+xml;base64,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' > </img>\nCreated in <span style='font-weight:600;margin-left:4px;'>Deepnote</span></a>",
+   "source": [
+    "<a style='text-decoration:none;line-height:16px;display:flex;color:#5B5B62;padding:10px;justify-content:end;' href='https://deepnote.com?utm_source=created-in-deepnote-cell&projectId=87197226-98be-42b2-8527-389082831299' target=\"_blank\">\n",
+    "<img alt='Created in deepnote.com' style='display:inline;max-height:16px;margin:0px;margin-right:7.5px;' src='data:image/svg+xml;base64,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' > </img>\n",
+    "Created in <span style='font-weight:600;margin-left:4px;'>Deepnote</span></a>"
+   ],
    "metadata": {
     "tags": [],
     "created_in_deepnote_cell": true,